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Pierre-Antoine Rouby authored2e158f4c
<!DOCTYPE html><html><head><meta charset="utf-8" /><meta name="generator" content="pandoc" /><meta http-equiv="X-UA-Compatible" content="IE=EDGE" /><meta name="author" content="Jean-Matthieu Monnet" /><meta name="date" content="2021-08-03" /><title>R workflow for ABA prediction model calibration</title><script src="data:application/javascript;base64,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"></script><script src="data:application/javascript;base64,/*! jQuery v1.11.3 | (c) 2005, 2015 jQuery Foundation, Inc. | jquery.org/license */
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YPqwixhUMOndis6MhbmfvLBKjC8sKKIZKbJk8L11oNkCQzCgvjhyyEiQSuJcgCQSG4Mocfgc0Hkwcjal1UNgP0CBPikYqBIk9tONv4kLtBswH07vUCjEaHiFGlLf8MgXKzSgjp2HolRRccAOh0ILHz9qlGgIFkwAnzHJRjWFhlA7ROwINyB5HFj59PRZHFor6voq7l23EPNRwdWhgawqbivLSjRA4htEYUFkjESu67icTg5S0aW1sOkCiIysfJ9UnIWevOOLGpepcBxy1wEhd2WI3AZg7sr9WBmHWyasxMcvY%2FiOmsLtHSWNUWEGk9hScMPShasUA1AcHOtRZlqMeQ0OzYS9vQvYUjOLrzP07BUAFikcJNMi7gIxEw4pL1G54TcmmmoAQ5s7TGWErJZ2Io4yQ0ljRYhL8H5e62oDtLF8aDpnIvZ5R3GWJyAugdiiJW9hQAVTsnCBHhwu7rkBlBX6r3b7ejEY0k5GGeyKv66v%2B6dg7mcJTrWHbtMywbedYqCQ0FPwoytmSWsL8WTtChZCKKzEF7vP6De4x2BJkkniMgSdWhbeBSLtJZR9CTHetK1xb34AYIJ37OegYIoPVbXgJ%2FqDQK%2BbfCtxQRVKQu77WzOoM6SGL7MaZwCGJVk46aImai9fmam%2BWpHG%2B0BtQPWUgZ7RIAlPq6lkECUhZQ2gqWkMYKcYMYaIc4gYCDFHYa2d1nzp3%2BJ1eCBay8IYZ0wQRKGAqvCuZ%2FUgbQPyllosq%2BXtfKIZOzmeJqRazpmmoP%2F76YfkjzV2NlXTDSBYB04SVlNQsFTbGPk1t%2FI4Jktu0XSgifO2ozFOiwd%2F0SssJDn0dn4xqk4GDTTKX73%2FwQyBLdqgJ%2BWx6AQaba3BA9CKEzjtQYIfAsiYamapq80LAamYjinlKXUkxdpIDk0puXUEYzSalfRibAeDAKpNiqQ0FTwoxuGYzRnisyTotdVTclis1LHRQCy%2FqqL8oUaQzWRxilq5Mi0IJGtMY02cGLD69vGjkj3p6pGePKI8bkBv5evq8SjjyU04vJR2cQXQwSJyoinDsUJHCQ50jrFTT7yRdbdYQMB3MYCb6uBzJ9ewhXYPAIZSXfeEQBZZ3GPN3Nbhh%2FwkvAJLXnQMdi5NYYZ5GHE400GS5rXkOZSQsdZgIbzRnF9ueLnsfQ47wHAsirITnTlkCcuWWIUhJSbpM3wWhXNHvt2xUsKKMpdBSbJnBMcihkoDqAd1Zml%2FR4yrzow1Q2A5G%2Bkzo%2FRhRxQS2lCSDRV8LlYLBOOoo1bF4jwJAwKMK1tWLHlu9i0j4Ig8qVm6wE1DxXwAwQwsaBWUg2pOOol2dHxyt6npwJEdLDDVYyRc2D0HbcbLUJQj8gPevQBUBOUHXPrsAPBERICpnYESeu2OHotpXQxRGlCCtLdIsu23MhZVEoJg8Qumj%2FUMMc34IBqTKLDTp76WzL%2FdMjCxK7MjhiGjeYAC%2Fkj%2FjY%2FRde7hpSM1xChrog6yZ7OWTuD56xBJnGFE%2BpT2ElSyCnJcwVzCjkqeNLfMEJqKW0G7OFIp0G%2B9mh50I9o8k1tpCY0xYqFNIALgIfc2me4n1bmJnRZ89oepgLPT0NTMLNZsvSCZAc3TXaNB07vail36%2FdBySis4m9%2FDR8izaLJW6bWCkVgm5T%2Bius3ZXq4xI%2BGnbveLbdRwF2mNtsrE0JjYc1AXknCOrLSu7Te%2Fr4dPYMCl5qtiHNTn%2BTPbh1jCBHH%2BdMJNhwNgs3nT%2BOhQoQ0vYif56BMG6WowAcHR3DjQolxLzyVekHj00PBAaW7IIAF1EF%2BuRIWyXjQMAs2chdpaKPNaB%2BkSezYt0%2BCA04sOg5vx8Fr7Ofa9sUv87h7SLAUFSzbetCCZ9pmyLt6l6%2FTzoA1%2FZBG9bIUVHLAbi%2FkdBFgYGyGwRQGBpkqCEg2ah9UD6EedEcEL3j4y0BQQCiExEnocA3SZboh%2Bepgd3YsOkHskZwPuQ5OoyA0fTA5AXrHcUOQF%2BzkJHIA7PwCDk1gGVmGUZSSoPhNf%2BTklauz98QofOlCIQ%2FtCD4dosHYPqtPCXB3agggQQIqQJsSkB%2Bqn0rkQ1toJjON%2FOtCIB9RYv3PqRA4C4U68ZMlZn6BdgEvi2ziU%2BTQ6NIw3ej%2BAtDwMGEZk7e2IjxUWKdAxyaw9OCwSmeADTPPleyk6UhGDNXQb%2B%2BW6Uk4q6F7%2Frg6WVTo82IoCxSIsFDrav4EPHphD3u4hR53WKVvYZUwNCCeM4PMBWzK%2BEfIthZOkuAwPo5C5jgoZgn6dUdvx5rIDmd58cXXdKNfw3l%2BwM2UjgrDJeQHhbD7HW2QDoZMCujgIUkk5Fg8VCsdyjOtnGRx8wgKRPZN5dR0zPUyfGZFVihbFRniXZFOZGKPnEQzU3AnD1KfR6weHW2XS6KbPJxUkOTZsAB9vTVp3Le1F8q5l%2BDMcLiIq78jxAImD2pGFw0VHfRatScGlK6SMu8leTmhUSMy8Uhdd6xBiH3Gdman4tjQGLboJfqz6fL2WKHTmrfsKZRYX6BTDjDldKMosaSTLdQS7oDisJNqAUhw1PfTlnacCO8vl8706Km1FROgLDmudzxg%2BEWTiArtHgLsRrAXYWdB0NmToNCJdKm0KWycZQqb%2BMw76Qy29iQ5up%2FX7oyw8QZ75kP5F6iJAJz6KCmqxz8fEa%2FxnsMYcIO%2FvEkGRuMckhr4rIeLrKaXnmIzlNLxbFspOphkcnJdnz%2FChp%2FVlpj2P7jJQmQRwGnltkTV5dbF9fE3%2FfxoSqTROgq9wFUlbuYzYcasE0ouzBo%2BdDCDzxKAfhbAZYxQiHrLzV2iVexnDX%2FQnT1fsT%2Fxuhu1ui5qIytgbGmRoQkeQooO8eJNNZsf0iALur8QxZFH0nCMnjerYQqG1pIfjyVZWxhVRznmmfLG00BcBWJE6hzQWRyFknuJnXuk8A5FRDCulwrWASSNoBtR%2BCtGdkPwYN2o7DOw%2FVGlCZPusRBFXODQdUM5zeHDIVuAJBLqbO%2Ff9Qua%2BpDqEPk230Sob9lEZ8BHiCorjVghuI0lI4JDgHGRDD%2FprQ84B1pVGkIpVUAHCG%2Biz3Bn3qm2AVrYcYWhock4jso5%2BJ7HfHVj4WMIQdGctq3psBCVVzupQOEioBGA2Bk%2BUILT7%2BVoX5mdxxA5fS42gISQVi%2FHTzrgMxu0fY6hE1ocUwwbsbWcezrY2n6S8%2F6cxXkOH4prpmPuFoikTzY7T85C4T2XYlbxLglSv2uLCgFv8Quk%2FwdesUdWPeHYIH0R729JIisN9Apdd4eB10aqwXrPt%2BSu9mA8k8n1sjMwnfsfF2j3jMUzXepSHmZ%2FBfqXvzgUNQQWOXO8YEuFBh4QTYCkOAPxywpYu1VxiDyJmKVcmJPGWk%2Fgc3Pov02StyYDahwmzw3E1gYC9wkupyWfDqDSUMpCTH5e5N8B%2F%2FlHiMuIkTNw4USHrJU67bjXGqNav6PBuQSoqTxc8avHoGmvqNtXzIaoyMIQIiiUHIM64cXieouplhNYln7qgc4wBVAYR104kO%2BCvKqsg4yIUlFNThVUAKZxZt1XA34h3TCUUiXVkZ0w8Hh2R0Z5L0b4LZvPd%2Fp1gi%2F07h8qfwHrByuSxglc9cI4QIg2oqvC%2Fqm0i7tjPLTgDhoWTAKDO2ONW5oe%2B%2FeKB9vZB8K6C25yCZ9RFVMnb6NRdRjyVK57CHHSkJBfnM2%2Fj4ODUwRkqrtBBCrDsDpt8jhZdXoy%2F1BCqw3sSGhgGGy0a5Jw6BP%2FTExoCmNFYjZl248A0osgPyGEmRA%2BfAsqPVaNAfytu0vuQJ7rk3J4kTDTR2AlCHJ5cls26opZM4w3jMULh2YXKpcqGBtuleAlOZnaZGbD6DHzMd6i2oFeJ8z9XYmalg1Szd%2FocZDc1C7Y6vcALJz2lYnTXiWEr2wawtoR4g3jvWUU2Ngjd1cewtFzEvM1NiHZPeLlIXFbBPawxNgMwwAlyNSuGF3zizVeOoC9bag1qRAQKQE%2FEZBWC2J8mnXAN2aTBboZ7HewnObE8CwROudZHmUM5oZ%2FUgd%2FJZQK8lvAm43uDRAbyW8gZ%2BZGq0EVerVGUKUSm%2FIdn8AQHdR4m7bue88WBwft9mSCeMOt1ncBwziOmJYI2ZR7ewNMPiCugmSsE4EyQ%2BQATJG6qORMGd4snEzc6B4shPIo4G1T7PgSm8PY5eUkPdF8JZ0VBtadbHXoJgnEhZQaODPj2gpODKJY5Yp4DOsLBFxWbvXN755KWylJm%2BoOd4zEL9Hpubuy2gyyfxh8oEfFutnYWdfB8PdESLWYvSqbElP9qo3u6KTmkhoacDauMNNjj0oy40DFV7Ql0aZj77xfGl7TJNHnIwgqOkenruYYNo6h724%2BzUQ7%2BvkCpZB%2BpGA562hYQiDxHVWOq0oDQl%2FQsoiY%2BcuI7iWq%2FZIBtHcXJ7kks%2Bh2fCNUPA82BzjnqktNts%2BRLdk1VSu%2BtqEn7QZCCsvEqk6FkfiOYkrsw092J8jsfIuEKypNjLxrKA9kiA19mxBD2suxQKCzwXGws7kEJvlhUiV9tArLIdZW0IORcxEzdzKmjtFhsjKy%2F44XYXdI5noQoRcvjZ1RMPACRqYg2V1%2BOwOepcOknRLLFdYgTkT5UApt%2FJhLM3jeFYprZV%2BZow2g8fP%2BU68hkKFWJj2yBbKqsrp25xkZX1DAjUw52IMYWaOhab8Kp05VrdNftqwRrymWF4OQSjbdfzmRZirK8FMJELEgER2PHjEAN9pGfLhCUiTJFbd5LBkOBMaxLr%2FA1SY9dXFz4RjzoU9ExfJCmx%2FI9FKEGT3n2cmzl2X42L3Jh%2BAbQq6sA%2BSs1kitoa4TAYgKHaoybHUDJ51oETdeI%2F9ThSmjWGkyLi5QAGWhL0BG1UsTyRGRJOldKBrYJeB8ljLJHfATWTEQBXBDnQexOHTB%2BUn44zExFE4vLytcu5NwpWrUxO%2F0ZICUGM7hGABXym0V6ZvDST0E370St9MIWQOTWngeoQHUTdCJUP04spMBMS8LSker9cReVQkULFDIZDFPrhTzBl6sed9wcZQTbL%2BBDqMyaN3RJPh%2Fanbx%2BIv%2BqgQdAa3M9Z5JmvYlh4qop%2BHo1F1W5gbOE9YKLgAnWytXElU4G8GtW47lhgFE6gaSs%2Bgs37sFvi0PPVvA5dnCBgILTwoKd%2F%2BDoL9F6inlM7H4rOTzD79KJgKlZO%2FZgt22UsKhrAaXU5ZcLrAglTVKJEmNJvORGN1vqrcfSMizfpsgbIe9zno%2BgBoKVXgIL%2FVI8dB1O5o%2FR3Suez%2FgD7M781ShjKpIIORM%2FnxG%2BjjhhgPwsn2IoXsPGPqYHXA63zJ07M2GPEykQwJBYLK808qYxuIew4frk52nhCsnCYmXiR6CuapvE1IwRB4%2FQftDbEn%2BAucIr1oxrLabRj9q4ae0%2BfXkHnteAJwXRbVkR0mctVSwEbqhJiMSZUp9DNbEDMmjX22m3ABpkrPQQTP3S1sib5pD2VRKRd%2BeNAjLYyT0hGrdjWJZy24OYXRoWQAIhGBZRxuBFMjjZQhpgrWo8SiFYbojcHO8V5DyscJpLTHyx9Fimassyo5U6WNtquUMYgccaHY5amgR3PQzq3ToNM5ABnoB9kuxsebqmYZm0R9qxJbFXCQ1UPyFIbxoUraTJFDpCk0Wk9GaYJKz%2F6oHwEP0Q14lMtlddQsOAU9zlYdMVHiT7RQP3XCmWYDcHCGbVRHGnHuwzScA0BaSBOGkz3lM8CArjrBsyEoV6Ys4qgDK3ykQQPZ3hCRGNXQTNNXbEb6tDiTDLKOyMzRhCFT%2BmAUmiYbV3YQVqFVp9dorv%2BTsLeCykS2b5yyu8AV7IS9cxcL8z4Kfwp%2BxJyYLv1OsxQCZwTB4a8BZ%2F5EdxTBJthApqyfd9u3ifr%2FWILTqq5VqgwMT9SOxbSGWLQJUUWCVi4k9tho9nEsbUh7U6NUsLmkYFXOhZ0kmamaJLRNJzSj%2Fqn4Mso6zb6iLLBXoaZ6AqeWCjHQm2lztnejYYM2eubnpBdKVLORZhudH3JF1waBJKA9%2BW8EhMj3Kzf0L4vi4k6RoHh3Z5YgmSZmk6ns4fjScjAoL8GoOECgqgYEBYUGFVO4FUv4%2FYtowhEmTs0vrvlD%2FCrisnoBNDAcUi%2FteY7OctFlmARQzjOItrrlKuPO6E2Ox93L4O%2F4DcgV%2FdZ7qR3VBwVQxP1GCieA4RIpweYJ5FoYrHxqRBdJjnqbsikA2Ictbb8vE1GYIo9dacK0REgDX4smy6GAkxlH1yCGGsk%2BtgiDhNKuKu3yNrMdxafmKTF632F8Vx4BNK57GvlFisrkjN9WDAtjsWA0ENT2e2nETUb%2Fn7qwhvGnrHuf5bX6Vh%2Fn3xffU3PeHdR%2BFA92i6ufT3AlyAREoNDh6chiMWTvjKjHDeRhOa9YkOQRq1vQXEMppAQVwHCuIcV2g5rBn6GmZZpTR7vnSD6ZmhdSl176gqKTXu5E%2BYbfL0adwNtHP7dT7t7b46DVZIkzaRJOM%2BS6KcrzYVg%2BT3wSRFRQashjfU18NutrKa%2F7PXbtuJvpIjbgPeqd%2BpjmRw6YKpnANFSQcpzTZgpSNJ6J7uiagAbir%2F8tNXJ%2FOsOnRh6iuIexxrmkIneAgz8QoLmiaJ8sLQrELVK2yn3wOHp57BAZJhDZjTBzyoRAuuZ4eoxHruY1pSb7qq79cIeAdOwin4GdgMeIMHeG%2BFZWYaiUQQyC5b50zKjYw97dFjAeY2I4Bnl105Iku1y0lMA1ZHolLx19uZnRdILcXKlZGQx%2FGdEqSsMRU1BIrFqRcV1qQOOHyxOLXEGcbRtAEsuAC2V4K3p5mFJ22IDWaEkk9ttf5Izb2LkD1MnrSwztXmmD%2FQi%2FEmVEFBfiKGmftsPwVaIoZanlKndMZsIBOskFYpDOq3QUs9aSbAAtL5Dbokus2G4%2FasthNMK5UQKCOhU97oaOYNGsTah%2BjfCKsZnTRn5TbhFX8ghg8CBYt%2FBjeYYYUrtUZ5jVij%2Fop7V5SsbA4mYTOwZ46hqdpbB6Qvq3AS2HHNkC15pTDIcDNGsMPXaBidXYPHc6PJAkRh29Vx8KcgX46LoUQBhRM%2B3SW6Opll%2FwgxxsPgKJKzr5QCmwkUxNbeg6Wj34SUnEzOemSuvS2OetRCO8Tyy%2BQbSKVJcqkia%2BGvDefFwMOmgnD7h81TUtMn%2BmRpyJJ349HhAnoWFTejhpYTL9G8N2nVg1qkXBeoS9Nw2fB27t7trm7d%2FQK7Cr4uoCeOQ7%2F8JfKT77KiDzLImESHw%2F0wf73QeHu74hxv7uihi4fTX%2BXEwAyQG3264dwv17aJ5N335Vt9sdrAXhPOAv8JFvzqyYXwfx8WYJaef1gMl98JRFyl5Mv5Uo%2FoVH5ww5OzLFsiTPDns7fS6EURSSWd%2F92BxMYQ8sBaH%2Bj%2BwthQPdVgDGpTfi%2BJQIWMD8xKqULliRH01rTeyF8x8q%2FGBEEEBrAJMPf25UQwi0b8tmqRXY7kIvNkzrkvRWLnxoGYEJsz8u4oOyMp8cHyaybb1HdMCaLApUE%2B%2F7xLIZGP6H9xuSEXp1zLIdjk5nBaMuV%2FyTDRRP8Y2ww5RO6d2D94o%2B6ucWIqUAvgHIHXhZsmDhjVLczmZ3ca0Cb3PpKwt2UtHVQ0BgFJsqqTsnzZPlKahRUkEu4qmkJt%2Bkqdae76ViWe3STan69yaF9%2BfESD2lcQshLHWVu4ovItXxO69bqC5p1nZLvI8NdQB9s9UNaJGlQ5mG947ipdDA0eTIw%2FA1zEdjWquIsQXXGIVEH0thC5M%2BW9pZe7IhAVnPJkYCCXN5a32HjN6nsvokEqRS44tGIs7s2LVTvcrHAF%2BRVmI8L4HUYk4x%2B67AxSMJKqCg8zrGOgvK9kNMdDrNiUtSWuHFpC8%2Fp5qIQrEo%2FH%2B1l%2F0cAwQ2nKmpWxKcMIuHY44Y6DlkpO48tRuUGBWT0FyHwSKO72Ud%2BtJUfdaZ4CWNijzZtlRa8%2BCkmO%2FEwHYfPZFU%2FhzjFWH7vnzHRMo%2BaF9u8qHSAiEkA2HjoNQPEwHsDKOt6hOoK3Ce%2F%2B%2F9boMWDa44I6FrQhdgS7OnNaSzwxWKZMcyHi6LN4WC6sSj0qm2PSOGBTvDs%2FGWJS6SwEN%2FULwpb4LQo9fYjUfSXRwZkynUazlSpvX9e%2BG2zor8l%2BYaMxSEomDdLHGcD6YVQPegTaA74H8%2BV4WvJkFUrjMLGLlvSZQWvi8%2FQA7yzQ8GPno%2F%2F5SJHRP%2FOqKObPCo81s%2F%2B6WgLqykYpGAgQZhVDEBPXWgU%2FWzFZjKUhSFInufPRiMAUULC6T11yL45ZrRoB4DzOyJShKXaAJIBS9wzLYIoCEcJKQW8GVCx4fihqJ6mshBUXSw3wWVj3grrHQlGNGhIDNNzsxQ3M%2BGWn6ASobIWC%2BLbYOC6UpahVO13Zs2zOzZC8z7FmA05JhUGyBsF4tsG0drcggIFzgg%2Fkpf3%2BCnAXKiMgIE8Jk%2FMhpkc8DUJEUzDSnWlQFme3d0sHZDrg7LavtsEX3cHwjCYA17pMTfx8Ajw9hHscN67hyo%2BRJQ4458RmPywXykkVcW688oVUrQhahpPRvTWPnuI0B%2BSkQu7dCyvLRyFYlC1LG1gRCIvn3rwQeINzZQC2KXq31FaR9UmVV2QeGVqBHjmE%2BVMd3b1fhCynD0pQNhCG6%2FWCDbKPyE7NRQzL3BzQAJ0g09aUzcQA6mUp9iZFK6Sbp%2FYbHjo%2B%2B7%2FWj8S4YNa%2BZdqAw1hDrKWFXv9%2BzaXpf8ZTDSbiqsxnwN%2FCzK5tPkOr4tRh2kY3Bn9JtalbIOI4b3F7F1vPQMfoDcdxMS8CW9m%2FNCW%2FHILTUVWQIPiD0j1A6bo8vsv6P1hCESl2abrSJWDrq5sSzUpwoxaCU9FtJyYH4QFMxDBpkkBR6kn0LMPO%2B5EJ7Z6bCiRoPedRZ%2FP0SSdii7ZnPAtVwwHUidcdyspwncz5uq6vvm4IEDbJVLUFCn%2FLvIHfooUBTkFO130FC7CmmcrKdgDJcid9mvVzsDSibOoXtIf9k6ABle3PmIxejodc4aob0QKS432srrCMndbfD454q52V01G4q913mC5HOsTzWF4h2No1av1VbcUgWAqyoZl%2B11PoFYnNv2HwAODeNRkHj%2B8SF1fcvVBu6MrehHAZK1Gm69ICcTKizykHgGFx7QdowTVAsYEF2tVc0Z6wLryz2FI1sc5By2znJAAmINndoJiB4sfPdPrTC8RnkW7KRCwxC6YvXg5ahMlQuMpoCSXjOlBy0Kij%2BbsCYPbGp8BdCBiLmLSAkEQRaieWo1SYvZIKJGj9Ur%2FeWHjiB7SOVdqMAVmpBvfRiebsFjger7DC%2B8kRFGtNrTrnnGD2GAJb8rQCWkUPYHhwXsjNBSkE6lGWUj5QNhK0DMNM2l%2BkXRZ0KLZaGsFSIdQz%2FHXDxf3%2FTE30%2BDgBKWGWdxElyLccJfEpjsnszECNoDGZpdwdRgCixeg9L4EPhH%2BRptvRMVRaahu4cySjS3P5wxAUCPkmn%2BrhyASpmiTaiDeggaIxYBmtLZDDhiWIJaBgzfCsAGUF1Q1SFZYyXDt9skCaxJsxK2Ms65dmdp5WAZyxik%2FzbrTQk5KmgxCg%2Ff45L0jywebOWUYFJQAJia7XzCV0x89rpp%2Ff3AVWhSPyTanqmik2SkD8A3Ml4NhIGLAjBXtPShwKYfi2eXtrDuKLk4QlSyTw1ftXgwqA2jUuopDl%2B5tfUWZNwBpEPXghzbBggYCw%2Fdhy0ntds2yeHCDKkF%2FYxQjNIL%2FF%2F37jLPHCKBO9ibwYCmuxImIo0ijV2Wbg3kSN2psoe8IsABv3RNFaF9uMyCtCYtqcD%2BqNOhwMlfARQUdJ2tUX%2BMNJqOwIciWalZsmEjt07tfa8ma4cji9sqz%2BQ9hWfmMoKEbIHPOQORbhQRHIsrTYlnVTNvcq1imqmmPDdVDkJgRcTgB8Sb6epCQVmFZe%2BjGDiNJQLWnfx%2BdrTKYjm0G8yH0ZAGMWzEJhUEQ4Maimgf%2Fbkvo8PLVBsZl152y5S8%2BHRDfZIMCbYZ1WDp4yrdchOJw8k6R%2B%2F2pHmydK4NIK2PHdFPHtoLmHxRDwLFb7eB%2BM4zNZcB9NrAgjVyzLM7xyYSY13ykWfIEEd2n5%2FiYp3ZdrCf7fL%2Ben%2BsIJu2W7E30MrAgZBD1rAAbZHPgeAMtKCg3NpSpYQUDWJu9bT3V7tOKv%2BNRiJc8JAKqqgCA%2FPNRBR7ChpiEulyQApMK1AyqcWnpSOmYh6yLiWkGJ2mklCSPIqN7UypWj3dGi5MvsHQ87MrB4VFgypJaFriaHivwcHIpmyi5LhNqtem4q0n8awM19Qk8BOS0EsqGscuuydYsIGsbT5GHnERUiMpKJl4ON7qjB4fEqlGN%2FhCky89232UQCiaeWpDYCJINXjT6xl4Gc7DxRCtgV0i1ma4RgWLsNtnEBRQFqZggCLiuyEydmFd7WlogpkCw5G1x4ft2psm3KAREwVwr1Gzl6RT7FDAqpVal34ewVm3VH4qn5mjGj%2BbYL1NgfLNeXDwtmYSpwzbruDKpTjOdgiIHDVQSb5%2FzBgSMbHLkxWWgghIh9QTFSDILixVwg0Eg1puooBiHAt7DzwJ7m8i8%2Fi%2BjHvKf0QDnnHVkVTIqMvIQImOrzCJwhSR7qYB5gSwL6aWL9hERHCZc4G2%2BJrpgHNB8eCCmcIWIQ6rSdyPCyftXkDlErUkHafHRlkOIjxGbAktz75bnh50dU7YHk%2BMz7wwstg6RFZb%2BTZuSOx1qqP5C66c0mptQmzIC2dlpte7vZrauAMm%2F7RfBYkGtXWGiaWTtwvAQiq2oD4YixPLXE2khB2FRaNRDTk%2B9sZ6K74Ia9VntCpN4BhJGJMT4Z5c5FhSepRCRWmBXqx%2BwhVZC4me4saDs2iNqXMuCl6iAZflH8fscC1sTsy4PHeC%2BXYuqMBMUun5YezKbRKmEPwuK%2BCLzijPEQgfhahQswBBLfg%2FGBgBiI4QwAqzJkkyYAWtjzSg2ILgMAgqxYfwERRo3zruBL9WOryUArSD8sQOcD7fvIODJxKFS615KFPsb68USBEPPj1orNzFY2xoTtNBVTyzBhPbhFH0PI5AtlJBl2aSgNPYzxYLw7XTDBDinmVoENwiGzmngrMo8OmnRP0Z0i0Zrln9DDFcnmOoBZjABaQIbPOJYZGqX%2BRCMlDDbElcjaROLDoualmUIQ88Kekk3iM4OQrADcxi3rJguS4MOIBIgKgXrjd1WkbCdqxJk%2F4efRIFsavZA7KvvJQqp3Iid5Z0NFc5aiMRzGN3vrpBzaMy4JYde3wr96PjN90AYOIbyp6T4zj8LoE66OGcX1Ef4Z3KoWLAUF4BTg7ug%2FAbkG5UNQXAMkQezujSHeir2uTThgd3gpyzDrbnEdDRH2W7U6PeRvBX1ZFMP5RM%2BZu6UUZZD8hDPHldVWntTCNk7To8IeOW9yn2wx0gmurwqC60AOde4r3ETi5pVMSDK8wxhoGAoEX9NLWHIR33VbrbMveii2jAJlrxwytTHbWNu8Y4N8vCCyZjAX%2FpcsfwXbLze2%2BD%2Bu33OGBoJyAAL3jn3RuEcdp5If8O%2Ba4NKWvxOTyDltG0IWoHhwVGe7dKkCWFT%2B%2Btm%2BhaBCikRUUMrMhYKZJKYoVuv%2FbsJzO8DwfVIInQq3g3BYypiz8baogH3r3GwqCwFtZnz4xMjAVOYnyOi5HWbFA8n0qz1OjSpHWFzpQOpvkNETZBGpxN8ybhtqV%2FDMUxd9uFZmBfKXMCn%2FSqkWJyKPnT6lq%2B4zBZni6fYRByJn6OK%2BOgPBGRAJluwGSk4wxjOOzyce%2FPKODwRlsgrVkdcsEiYrqYdXo0Er2GXi2GQZd0tNJT6c9pK1EEJG1zgDJBoTVuCXGAU8BKTvCO%2FcEQ1Wjk3Zzuy90JX4m3O5IlxVFhYkSUwuQB2up7jhvkm%2BbddRQu5F9s0XftGEJ9JSuSk%2BZachCbdU45fEqbugzTIUokwoAKvpUQF%2FCvLbWW5BNQFqFkJg2f30E%2F48StNe5QwBg8zz3YAJ82FZoXBxXSv4QDooDo79NixyglO9AembuBcx5Re3CwOKTHebOPhkmFC7wNaWtoBhFuV4AkEuJ0J%2B1pT0tLkvFVZaNzfhs%2FKd3%2BA9YsImlO4XK4vpCo%2FelHQi%2F9gkFg07xxnuXLt21unCIpDV%2BbbRxb7FC6nWYTsMFF8%2B1LUg4JFjVt3vqbuhHmDKbgQ4e%2BRGizRiO8ky05LQGMdL2IKLSNar0kNG7lHJMaXr5mLdG3nykgj6vB%2FKVijd1ARWkFEf3yiUw1v%2FWaQivVUpIDdSNrrKbjO5NPnxz6qTTGgYg03HgPhDrCFyYZTi3XQw3HXCva39mpLNFtz8AiEhxAJHpWX13gCTAwgm9YTvMeiqetdNQv6IU0hH0G%2BZManTqDLPjyrOse7WiiwOJCG%2BJ0pZYULhN8NILulmYYvmVcV2MjAfA39sGKqGdjpiPo86fecg65UPyXDIAOyOkCx5NQsLeD4gGVjTVDwOHWkbbBW0GeNjDkcSOn2Nq4cEssP54t9D749A7M1AIOBl0Fi0sSO5v3P7LCBrM6ZwFY6kp2FX6AcbGUdybnfChHPyu6WlRZ2Fwv9YM0RMI7kISRgR8HpQSJJOyTfXj%2F6gQKuihPtiUtlCQVPohUgzfezTg8o1b3n9pNZeco1QucaoXe40Fa5JYhqdTspFmxGtW9h5ezLFZs3j%2FN46f%2BS2rjYNC2JySXrnSAFhvAkz9a5L3pza8eYKHNoPrvBRESpxYPJdKVUxBE39nJ1chrAFpy4MMkf0qKgYALctGg1DQI1kIymyeS2AJNT4X240d3IFQb%2F0jQbaHJ2YRK8A%2Bls6WMhWmpCXYG5jqapGs5%2FeOJErxi2%2F2KWVHiPellTgh%2FfNl%2F2KYPKb7DUcAg%2BmCOPQFCiU9Mq%2FWLcU1xxC8aLePFZZlE%2BPCLzf7ey46INWRw2kcXySR9FDgByXzfxiNKwDFbUSMMhALPFSedyjEVM5442GZ4hTrsAEvZxIieSHGSgkwFh%2FnFNdrrFD4tBH4Il7fW6ur4J8Xaz7RW9jgtuPEXQsYk7gcMs2neu3zJwTyUerHKSh1iTBkj2YJh1SSOZL5pLuQbFFAvyO4k1Hxg2h99MTC6cTUkbONQIAnEfGsGkNFWRbuRyyaEZInM5pij73EA9rPIUfU4XoqQpHT9THZkW%2BoKFLvpyvTBMM69tN1Ydwv1LIEhHsC%2BueVG%2Bw%2BkyCPsvV3erRikcscHjZCkccx6VrBkBRusTDDd8847GA7p2Ucy0y0HdSRN6YIBciYa4vuXcAZbQAuSEmzw%2BH%2FAuOx%2BaH%2BtBL88H57D0MsqyiZxhOEQkF%2F8DR1d2hSPMj%2FsNOa5rxcUnBgH8ictv2J%2Bcb4BA4v3MCShdZ2vtK30vAwkobnEWh7rsSyhmos3WC93Gn9C4nnAd%2FPjMMtQfyDNZsOPd6XcAsnBE%2FmRHtHEyJMzJfZFLE9OvQa0i9kUmToJ0ZxknTgdl%2FXPV8xoh0K7wNHHsnBdvFH3sv52lU7UFteseLG%2FVanIvcwycVA7%2BBE1Ulyb20BvwUWZcMTKhaCcmY3ROpvonVMV4N7yBXTL7IDtHzQ4CCcqF66LjF3xUqgErKzolLyCG6Kb7irP%2FMVTCCwGRxfrPGpMMGvPLgJ881PHMNMIO09T5ig7AzZTX%2F5PLlwnJLDAPfuHynSGhV4tPqR3gJ4kg4c06c%2FF1AcjGytKm2Yb5jwMotF7vro4YDLWlnMIpmPg36NgAZsGA0W1spfLSue4xxat0Gdwd0lqDBOgIaMANykwwDKejt5YaNtJYIkrSgu0KjIg0pznY0SCd1qlC6R19g97UrWDoYJGlrvCE05J%2F5wkjpkre727p5PTRX5FGrSBIfJqhJE%2FIS876PaHFkx9pGTH3oaY3jJRvLX9Iy3Edoar7cFvJqyUlOhAEiOSAyYgVEGkzHdug%2BoRHIEOXAExMiTSKU9A6nmRC8mp8iYhwWdP2U%2F5EkFAdPrZw03YA3gSyNUtMZeh7dDCu8pF5x0VORCTgKp07ehy7NZqKTpIC4UJJ89lnboyAfy5OyXzXtuDRbtAFjZRSyGFTpFrXwkpjSLIQIG3N0Vj4BtzK3wdlkBJrO18MNsgseR4BysJilI0wI6ZahLhBFA0XBmV8d4LUzEcNVb0xbLjLTETYN8OEVqNxkt10W614dd1FlFFVTIgB7%2FBQQp1sWlNolpIu4ekxUTBV7NmxOFKEBmmN%2BnA7pvF78%2FRII5ZHA09OAiE%2F66MF6HQ%2BqVEJCHxwymukkNvzqHEh52dULPbVasfQMgTDyBZzx4007YiKdBuUauQOt27Gmy8ISclPmEUCIcuLbkb1mzQSqIa3iE0PJh7UMYQbkpe%2BhXjTJKdldyt2mVPwywoODGJtBV1lJTgMsuSQBlDMwhEKIfrvsxGQjHPCEfNfMAY2oxvyKcKPUbQySkKG6tj9AQyEW3Q5rpaDJ5Sns9ScLKeizPRbvWYAw4bXkrZdmB7CQopCH8NAmqbuciZChHN8lVGaDbCnmddnqO1PQ4ieMYfcSiBE5zzMz%2BJV%2F4eyzrzTEShvqSGzgWimkNxLvUj86iAwcZuIkqdB0VaIB7wncLRmzHkiUQpPBIXbDDLHBlq7vp9xwuC9AiNkIptAYlG7Biyuk8ILdynuUM1cHWJgeB%2BK3wBP%2FineogxkvBNNQ4AkW0hvpBOQGFfeptF2YTR75MexYDUy7Q%2F9uocGsx41O4IZhViw%2F2FvAEuGO5g2kyXBUijAggWM08bRhXg5ijgMwDJy40QeY%2FcQpUDZiIzmvskQpO5G1zyGZA8WByjIQU4jRoFJt56behxtHUUE%2Fom7Rj2psYXGmq3llVOCgGYKNMo4pzwntITtapDqjvQtqpjaJwjHmDzSVGLxMt12gEXAdLi%2FcaHSM3FPRGRf7dB7YC%2BcD2ho6oL2zGDCkjlf%2FDFoQVl8GS%2F56wur3rdV6ggtzZW60MRB3g%2BU1W8o8cvqIpMkctiGVMzXUFI7FacFLrgtdz4mTEr4aRAaQ2AFQaNeG7GX0yOJgMRYFziXdJf24kg%2FgBQIZMG%2FYcPEllRTVNoDYR6oSJ8wQNLuihfw81UpiKPm714bZX1KYjcXJdfclCUOOpvTxr9AAJevTY4HK%2FG7F3mUc3GOAKqh60zM0v34v%2BELyhJZqhkaMA8UMMOU90f8RKEJFj7EqepBVwsRiLbwMo1J2zrE2UYJnsgIAscDmjPjnzI8a719Wxp757wqmSJBjXowhc46QN4RwKIxqEE6E5218OeK7RfcpGjWG1jD7qND%2B%2FGTk6M56Ig4yMsU6LUW1EWE%2BfIYycVV1thldSlbP6ltdC01y3KUfkobkt2q01YYMmxpKRvh1Z48uNKzP%2FIoRIZ%2FF6buOymSnW8gICitpJjKWBscSb9JJKaWkvEkqinAJ2kowKoqkqZftRqfRQlLtKoqvTRDi2vg%2FRrPD%2Fd3a09J8JhGZlEkOM6znTsoMCsuvTmywxTCDhw5dd0GJOHCMPbsj3QLkTE3MInsZsimDQ3HkvthT7U9VA4s6G07sID0FW4SHJmRGwCl%2BMu4xf0ezqeXD2PtPDnwMPo86sbwDV%2B9PWcgFcARUVYm3hrFQrHcgMElFGbSM2A1zUYA3baWfheJp2AINmTJLuoyYD%2FOwA4a6V0ChBN97E8YtDBerUECv0u0TlxR5yhJCXvJxgyM73Bb6pyq0jTFJDZ4p1Am1SA6sh8nADd1hAcGBMfq4d%2FUfwnmBqe0Jun1n1LzrgKuZMAnxA3NtCN7Klf4BH%2B14B7ibBmgt0TGUafVzI4uKlpF7v8NmgNjg90D6QE3tbx8AjSAC%2BOA1YJvclyPKgT27QpIEgVYpbPYGBsnyCNrGz9XUsCHkW1QAHgL2STZk12QGqmvAB0NFteERkvBIH7INDsNW9KKaAYyDMdBEMzJiWaJHZALqDxQDWRntumSDPcplyFiI1oDpT8wbwe01AHhW6%2BvAUUBoGhY3CT2tgwehdPqU%2F4Q7ZLYvhRl%2FogOvR9O2%2BwkkPKW5vCTjD2fHRYXONCoIl4Jh1bZY0ZE1O94mMGn%2FdFSWBWzQ%2FVYk%2BGezi46RgiDv3EshoTmMSlioUK6MQEN8qeyK6FRninyX8ZPeUWjjbMJChn0n%2FyJvrq5bh5UcCAcBYSafTFg7p0jDgrXo2QWLb3WpSOET%2FHh4oSadBTvyDo10IufLzxiMLAnbZ1vcUmj3w7BQuIXjEZXifwukVxrGa9j%2BDXfpi12m1RbzYLg9J2wFergEwOxFyD0%2FJstNK06ZN2XdZSGWxcJODpQHOq4iKqjqkJUmPu1VczL5xTGUfCgLEYyNBCCbMBFT%2FcUP6pE%2FmujnHsSDeWxMbhrNilS5MyYR0nJyzanWXBeVcEQrRIhQeJA6Xt4f2eQESNeLwmC10WJVHqwx8SSyrtAAjpGjidcj1E2FYN0LObUcFQhafUKTiGmHWRHGsFCB%2BHEXgrzJEB5bp0QiF8ZHh11nFX8AboTD0PS4O1LqF8XBks2MpjsQnwKHF6HgaKCVLJtcr0XjqFMRGfKv8tmmykhLRzu%2BvqQ02%2BKpJBjaLt9ye1Ab%2BBbEBhy4EVdIJDrL2naV0o4wU8YZ2Lq04FG1mWCKC%2BUwkXOoAjneU%2FxHplMQo2cXUlrVNqJYczgYlaOEczVCs%2FOCgkyvLmTmdaBJc1iBLuKwmr6qtRnhowngsDxhzKFAi02tf8bmET8BO27ovJKF1plJwm3b0JpMh38%2BxsrXXg7U74QUM8ZCIMOpXujHntKdaRtsgyEZl5MClMVMMMZkZLNxH9%2Bb8fH6%2Bb8Lev30A9TuEVj9CqAdmwAAHBPbfOBFEATAPZ2CS0OH1Pj%2F0Q7PFUcC8hDrxESWdfgFRm%2B7vvWbkEppHB4T%2F1ApWnlTIqQwjcPl0VgS1yHSmD0OdsCVST8CQVwuiew1Y%2Bg3QGFjNMzwRB2DSsAk26cmA8lp2wIU4p93AUBiUHFGOxOajAqD7Gm6NezNDjYzwLOaSXRBYcWipTSONHjUDXCY4mMI8XoVCR%2FRrs%2FJLKXgEx%2BqkmeDlFOD1%2FyTQNDClRuiUyKYCllfMiQiyFkmuTz2vLsBNyRW%2Bxz%2B5FElFxWB28VjYIGZ0Yd%2B5wIjkcoMaggxswbT0pCmckRAErbRlIlcOGdBo4djTNO8FAgQ%2BlT6vPS60BwTRSUAM3ddkEAZiwtEyArrkiDRnS7LJ%2B2hwbzd2YDQagSgACpsovmjil5wfPuXq3GuH0CyE7FK3M4FgRaFoIkaodORrPx1%2BJpI9psyNYIFuJogZa0%2F1AhOWdlHQxdAgbwacsHqPZo8u%2FngAH2GmaTdhYnBfSDbBfh8CHq6Bx5bttP2%2BRdM%2BMAaYaZ0Y%2FADkbNCZuAyAVQa2OcXOeICmDn9Q%2FeFkDeFQg5MgHEDXq%2FtVjj%2Bjtd26nhaaolWxs1ixSUgOBwrDhRIGOLyOVk2%2FBc0UxvseQCO2pQ2i%2BKrfhu%2FWeBovNb5dJxQtJRUDv2mCwYVpNl2efQM9xQHnK0JwLYt%2FU0Wf%2BphiA4uw8G91slC832pmOTCAoZXohg1fewCZqLBhkOUBofBWpMPsqg7XEXgPfAlDo2U5WXjtFdS87PIqClCK5nW6adCeXPkUiTGx0emOIDQqw1yFYGHEVx20xKjJVYe0O8iLmnQr3FA9nSIQilUKtJ4ZAdcTm7%2BExseJauyqo30hs%2B1qSW211A1SFAOUgDlCGq7eTIcMAeyZkV1SQJ4j%2Fe1Smbq4HcjqgFbLAGLyKxlMDMgZavK5NAYH19Olz3la%2FQCTiVelFnU6O%2FGCvykqS%2FwZJDhKN9gBtSOp%2F1SP5VRgJcoVj%2Bkmf2wBgv4gjrgARBWiURYx8xENV3bEVUAAWWD3dYDKAIWk5opaCFCMR5ZjJExiCAw7gYiSZ2rkyTce4eNMY3lfGn%2B8p6%2BvBckGlKEXnA6Eota69OxDO9oOsJoy28BXOR0UoXNRaJD5ceKdlWMJlOFzDdZNpc05tkMGQtqeNF2lttZqNco1VtwXgRstLSQ6tSPChgqtGV5h2DcDReIQadaNRR6AsAYKL5gSFsCJMgfsaZ7DpKh8mg8Wz8V7H%2BgDnLuMxaWEIUPevIbClgap4dqmVWSrPgVYCzAoZHIa5z2Ocx1D%2FGvDOEqMOKLrMefWIbSWHZ6jbgA8qVBhYNHpx0P%2BjAgN5TB3haSifDcApp6yymEi6Ij%2FGsEpDYUgcHATJUYDUAmC1SCkJ4cuZXSAP2DEpQsGUjQmKJfJOvlC2x%2FpChkOyLW7KEoMYc5FDC4v2FGqSoRWiLsbPCiyg1U5yiHZVm1XLkHMMZL11%2Fyxyw0UnGig3MFdZklN5FI%2FqiT65T%2BjOXOdO7XbgWurOAZR6Cv9uu1cm5LjkXX4xi6mWn5r5NjBS0gTliHhMZI2WNqSiSphEtiCAwnafS11JhseDGHYQ5%2BbqWiAYiAv6Jsf79%2FVUs4cIl%2Bn6%2BWOjcgB%2F2l5TreoAV2717JzZbQIR0W1cl%2FdEqCy5kJ3ZSIHuU0vBoHooEpiHeQWVkkkOqRX27eD1FWw4BfO9CJDdKoSogQi3hAAwsPRFrN5RbX7bqLdBJ9JYMohWrgJKHSjVl1sy2xAG0E3sNyO0oCbSGOxCNBRRXTXenYKuwAoDLfnDcQaCwehUOIDiHAu5m5hMpKeKM4sIo3vxACakIxKoH2YWF2QM84e6F5C5hJU4g8uxuFOlAYnqtwxmHyNEawLW%2FPhoawJDrGAP0JYWHgAVUByo%2FbGdiv2T2EMg8gsS14%2FrAdzlOYazFE7w4OzxeKiWdm3nSOnQRRKXSlVo8HEAbBfyJMKqoq%2BSCcTSx5NDtbFwNlh8VhjGGDu7JG5%2FTAGAvniQSSUog0pNzTim8Owc6QTuSKSTXlQqwV3eiEnklS3LeSXYPXGK2VgeZBqNcHG6tZHvA3vTINhV0ELuQdp3t1y9%2BogD8Kk%2FW7QoRN1UWPqM4%2BxdygkFDPLoTaumKReKiLWoPHOfY54m3qPx4c%2B4pgY3MRKKbljG8w4wvz8pxk3AqKsy4GMAkAtmRjRMsCxbb4Q2Ds0Ia9ci8cMT6DmsJG00XaHCIS%2Bo3F8YVVeikw13w%2BOEDaCYYhC0ZE54kA4jpjruBr5STWeqQG6M74HHL6TZ3lXrd99ZX%2B%2B7LhNatQaZosuxEf5yRA15S9gPeHskBIq3Gcw81AGb9%2FO53DYi%2F5CsQ51EmEh8Rkg4vOciClpy4d04eYsfr6fyQkBmtD%2BP8sNh6e%2BXYHJXT%2FlkXxT4KXU5F2sGxYyzfniMMQkb9OjDN2C8tRRgTyL7GwozH14PrEUZc6oz05Emne3Ts5EG7WolDmU8OB1LDG3VrpQxp%2BpT0KYV5dGtknU64JhabdqcVQbGZiAxQAnvN1u70y1AnmvOSPgLI6uB4AuDGhmAu3ATkJSw7OtS%2F2ToPjqkaq62%2F7WFG8advGlRRqxB9diP07JrXowKR9tpRa%2BjGJ91zxNTT1h8I2PcSfoUPtd7NejVoH03EUcqSBuFZPkMZhegHyo2ZAITovmm3zAIdGFWxoNNORiMRShgwdYwFzkPw5PA4a5MIIQpmq%2Bnsp3YMuXt%2FGkXxLx%2FP6%2BZJS0lFyz4MunC3eWSGE8xlCQrKvhKUPXr0hjpAN9ZK4PfEDrPMfMbGNWcHDzjA7ngMxTPnT7GMHar%2BgMQQ3NwHCv4zH4BIMYvzsdiERi6gebRmerTsVwZJTRsL8dkZgxgRxmpbgRcud%2BYlCIRpPwHShlUSwuipZnx9QCsEWziVazdDeKSYU5CF7UVPAhLer3CgJOQXl%2Fzh575R5rsrmRnKAzq4POFdgbYBuEviM4%2BLVC15ssLNFghbTtHWerS1hDt5s4qkLUha%2FqpZXhWh1C6lTQAqCNQnaDjS7UGFBC6wTu8yFnKJnExCnAs3Ok9yj5KpfZESQ4lTy5pTGTnkAUpxI%2ByjEldJfSo4y0QhG4i4IwkRFGcjWY8%2BEzgYYJUK7BXQksLxAww%2FYYWBMhJILB9e8ePEJ4OP7z%2B4%2FwOQDl64iOYDp26DaONPxpKtBxq%2FaTzRGarm3VkPYTLJKx6Z%2FMw2YbBGseJhPMwhhNswrIkyvV2BYzrvZbxLpKwcWJhYmFtVZ%2BlPEq91FzVp1HlQY1bZVLqeNR9SAUn6n0E28k%2FUuGkNpP1DBI5ch%2FEehZfjUQ9aE41NhETExoPT2gGQz0IhWJbEOvTQ4wgcXCHHFBhewYUiFHuhRSAUVmEHeCRQHQkXGFwkAgyzREJCVN7TRnTon36Zw3tPhx4EALwNdwDv%2BJ41YSP4B2CQqz0EFgARZ4ESgBHQgROwAVn9GTI%2BHYexTUevLUeta4%2FDqKrbMVS%2BYqb8hUwYCrlgKtmAq1YCrFgKrd4qpXiqZcKn1oqdWipjYKpWwVPVYqW6xUpVipKqFR3QKjagVEtAqHpxUMTitsnFaJOKx2cVhswq35RVpyiq9lFVNIKnOQVMkgqtYxVNxiqQjFS7GKlSIVIsQqPIhUWwioigFQ%2B%2BKkN8VHr49HDw9Ebo9EDo9DTo9Crg9BDg9%2FWx7gWx7YWwlobYrOGxWPNisAaAHEyALpkAVDIAeWAArsABVXACYuAD5cAF6wAKFQAQqgAbVAAsoAAlQAUaYAfkwAvogBWQACOgAD9AAHSAAKT4GUdMiOvFngBTwCn2AZ7Dv6B6k%2F90B8%2ByRnkV144AIBoAMTQATGgAjNAA4YABgwABZgB%2FmQCwyAVlwCguASlwCEuAQFwB4uAMlwBYuAJlQAUVAAhUD2KgdpUDaJgaRMDFJgX5MC1JgWJEAokQCWRAHxEAWkQBMRADpEAMkQAYROAEecC484DRpwBDTnwNOdw05tjTmiNOYwtswhYFwLA7BYG4LA2BYGOLAwRYFuLAsxYFQJAohIEyJAMwkAwiQC0JAJgkAeiQBkJAFokAPCQA0JABwcD4Dgc4cDdDgaYcDIDgYgUC6CgWgUClCgUYUAVBQBOFAEYMALgwAgDA9QYAdIn8AZzeBB2L5EcWrenUT1KXienEsuJJ7x5U8XlTjc1NVzUyXFTGb1LlpUtWlTDIjqwE4LsagowoCi2gJLKAkpoBgJQNpAIhNqaEoneI6kiiqQ6Go%2Fn6j0cS%2Ba2gEU8gIHJ%2BBwfgZX4GL%2BBd%2FgW34FZ%2BBS%2FgUH4FN6BTegTvoEv6BJegRnYEF2A79gOvYDl2BdEjCkqkGtwXp0LNToIskOTXzh%2FF062yJ7AAAAEDAWAAABWhJ%2BKPEIJgBFxMVP7w2QJBGHASQnOBKXKFIdUK4igKA9IEaYJg%29%3Bsrc%3Aurl%28data%3Aapplication%2Fvnd%2Ems%2Dfontobject%3Bbase64%2Cn04AAEFNAAACAAIABAAAAAAABQAAAAAAAAABAJABAAAEAExQAAAAAAAAAAIAAAAAAAAAAAEAAAAAAAAAJxJ%2FLAAAAAAAAAAAAAAAAAAAAAAAACgARwBMAFkAUABIAEkAQwBPAE4AUwAgAEgAYQBsAGYAbABpAG4AZwBzAAAADgBSAGUAZwB1AGwAYQByAAAAeABWAGUAcgBzAGkAbwBuACAAMQAuADAAMAA5ADsAUABTACAAMAAwADEALgAwADAAOQA7AGgAbwB0AGMAbwBuAHYAIAAxAC4AMAAuADcAMAA7AG0AYQBrAGUAbwB0AGYALgBsAGkAYgAyAC4ANQAuADUAOAAzADIAOQAAADgARwBMAFkAUABIAEkAQwBPAE4AUwAgAEgAYQBsAGYAbABpAG4AZwBzACAAUgBlAGcAdQBsAGEAcgAAAAAAQlNHUAAAAAAAAAAAAAAAAAAAAAADAKncAE0TAE0ZAEbuFM3pjM%2FSEdmjKHUbyow8ATBE40IvWA3vTu8LiABDQ%2BpexwUMcm1SMnNryctQSiI1K5ZnbOlXKmnVV5YvRe6RnNMFNCOs1KNVpn6yZhCJkRtVRNzEufeIq7HgSrcx4S8h%2Fv4vnrrKc6oCNxmSk2uKlZQHBii6iKFoH0746ThvkO1kJHlxjrkxs%2BLWORaDQBEtiYJIR5IB9Bi1UyL4Rmr0BNigNkMzlKQmnofBHviqVzUxwdMb3NdCn69hy%2BpRYVKGVS%2F1tnsqv4LL7wCCPZZAZPT4aCShHjHJVNuXbmMrY5LeQaGnvAkXlVrJgKRAUdFjrWEah9XebPeQMj7KS7DIBAFt8ycgC5PLGUOHSE3ErGZCiViNLL5ZARfywnCoZaKQCu6NuFX42AEeKtKUGnr%2FCm2Cy8tpFhBPMW5Fxi4Qm4TkDWh4IWFDClhU2hRWosUWqcKLlgyXB%2BlSHaWaHiWlBAR8SeSgSPCQxdVQgzUixWKSTrIQEbU94viDctkvX%2BVSjJuUmV8L4CXShI11esnp0pjWNZIyxKHS4wVQ2ime1P4RnhvGw0aDN1OLAXGERsB7buFpFGGBAre4QEQR0HOIO5oYH305G%2BKspT%2FFupEGGafCCwxSe6ZUa%2B073rXHnNdVXE6eWvibUS27XtRzkH838mYLMBmYysZTM0EM3A1fbpCBYFccN1B%2FEnCYu%2FTgCGmr7bMh8GfYL%2BBfcLvB0gRagC09w9elfldaIy%2FhNCBLRgBgtCC7jAF63wLSMAfbfAlEggYU0bUA7ACCJmTDpEmJtI78w4%2FBO7dN7JR7J7ZvbYaUbaILSQsRBiF3HGk5fEg6p9unwLvn98r%2BvnsV%2B372uf1xBLq4qU%2F45fTuqaAP%2BpssmCCCTF0mhEow8ZXZOS8D7Q85JsxZ%2BAzok7B7O%2Ff6J8AzYBySZQB%2FQHYUSA%2BEeQhEWiS6AIQzgcsDiER4MjgMBAWDV4AgQ3g1eBgIdweCQmCjJEMkJ%2BPKRWyFHHmg1Wi%2F6xzUgA0LREoKJChwnQa9B%2B5RQZRB3IlBlkAnxyQNaANwHMowzlYSMCBgnbpzvqpl0iTJNCQidDI9ZrSYNIRBhHtUa5YHMHxyGEik9hDE0AKj72AbTCaxtHPUaKZdAZSnQTyjGqGLsmBStCejApUhg4uBMU6mATujEl%2BKdDPbI6Ag4vLr%2BhjY6lbjBeoLKnZl0UZgRX8gTySOeynZVz1wOq7e1hFGYIq%2BMhrGxDLak0PrwYzSXtcuyhXEhwOYofiW%2BEcI%2Fjw8P6IY6ed%2BetAbuqKp5QIapT77LnAe505lMuqL79a0ut4rWexzFttsOsLDy7zvtQzcq3U1qabe7tB0wHWVXji%2BzDbo8x8HyIRUbXnwUcklFv51fvTymiV%2BMXLSmGH9d9%2BaXpD5X6lao41anWGig7IwIdnoBY2ht%2FpO9mClLo4NdXHAsefqWUKlXJkbqPOFhMoR4aiA1BXqhRNbB2Xwi%2B7u%2FjpAoOpKJ0UX24EsrzMfHXViakCNcKjBxuQX8BO0ZqjJ3xXzf%2B61t2VXOSgJ8xu65QKgtN6FibPmPYsXbJRHHqbgATcSZxBqGiDiU4NNNsYBsKD0MIP%2FOfKnlk%2FLkaid%2FO2NbKeuQrwOB2Gq3YHyr6ALgzym5wIBnsdC1ZkoBFZSQXChZvlesPqvK2c5oHHT3Q65jYpNxnQcGF0EHbvYqoFw60WNlXIHQF2HQB7zD6lWjZ9rVqUKBXUT6hrkZOle0RFYII0V5ZYGl1JAP0Ud1fZZMvSomBzJ710j4Me8mjQDwEre5Uv2wQfk1ifDwb5ksuJQQ3xt423lbuQjvoIQByQrNDh1JxGFkOdlJvu%2FgFtuW0wR4cgd%2BZKesSV7QkNE2kw6AV4hoIuC02LGmTomyf8PiO6CZzOTLTPQ%2BHW06H%2Btx%2BbQ8LmDYg1pTFrp2oJXgkZTyeRJZM0C8aE2LpFrNVDuhARsN543%2FFV6klQ6Tv1OoZGXLv0igKrl%2FCmJxRmX7JJbJ998VSIPQRyDBICzl4JJlYHbdql30NvYcOuZ7a10uWRrgoieOdgIm4rlq6vNOQBuqESLbXG5lzdJGHw2m0sDYmODXbYGTfSTGRKpssTO95fothJCjUGQgEL4yKoGAF%2F0SrpUDNn8CBgBcSDQByAeNkCXp4S4Ro2Xh4OeaGRgR66PVOsU8bc6TR5%2FxTcn4IVMLOkXSWiXxkZQCbvKfmoAvQaKjO3EDKwkwqHChCDEM5loQRPd5ACBki1TjF772oaQhQbQ5C0lcWXPFOzrfsDGUXGrpxasbG4iab6eByaQkQfm0VFlP0ZsDkvvqCL6QXMUwCjdMx1ZOyKhTJ7a1GWAdOUcJ8RSejxNVyGs31OKMyRyBVoZFjqIkmKlLQ5eHMeEL4MkUf23cQ%2F1SgRCJ1dk4UdBT7OoyuNgLs0oCd8RnrEIb6QdMxT2QjD4zMrJkfgx5aDMcA4orsTtKCqWb%2FVeyceqa5OGSmB28YwH4rFbkQaLoUN8OQQYnD3w2eXpI4ScQfbCUZiJ4yMOIKLyyTc7BQ4uXUw6Ee6%2FxM%2B4Y67ngNBknxIPwuppgIhFcwJyr6EIj%2BLzNj%2FmfR2vhhRlx0BILZoAYruF0caWQ7YxO66UmeguDREAFHYuC7HJviRgVO6ruJH59h%2FC%2FPkgSle8xNzZJULLWq9JMDTE2fjGE146a1Us6PZDGYle6ldWRqn%2FpdpgHKNGrGIdkRK%2BKPETT9nKT6kLyDI8xd9A1FgWmXWRAIHwZ37WyZHOVyCadJEmMVz0MadMjDrPho%2BEIochkVC2xgGiwwsQ6DMv2P7UXqT4x7CdcYGId2BJQQa85EQKmCmwcRejQ9Bm4oATENFPkxPXILHpMPUyWTI5rjNOsIlmEeMbcOCEqInpXACYQ9DDxmFo9vcmsDblcMtg4tqBerNngkIKaFJmrQAPnq1dEzsMXcwjcHdfdCibcAxxA%2Bq%2Fj9m3LM%2FO7WJka4tSidVCjsvo2lQ%2F2ewyoYyXwAYyr2PlRoR5MpgVmSUIrM3PQxXPbgjBOaDQFIyFMJvx3Pc5RSYj12ySVF9fwFPQu2e2KWVoL9q3Ayv3IzpGHUdvdPdrNUdicjsTQ2ISy7QU3DrEytIjvbzJnAkmANXjAFERA0MUoPF3%2F5KFmW14bBNOhwircYgMqoDpUMcDtCmBE82QM2YtdjVLB4kBuKho%2FbcwQdeboqfQartuU3CsCf%2BcXkgYAqp%2F0Ee3RorAZt0AvvOCSI4JICIlGlsV0bsSid%2FNIEALAAzb6HAgyWHBps6xAOwkJIGcB82CxRQq4sJf3FzA70A%2BTRqcqjEMETCoez3mkPcpnoALs0ugJY8kQwrC%2BJE5ik3w9rzrvDRjAQnqgEVvdGrNwlanR0SOKWzxOJOvLJhcd8Cl4AshACUkv9czdMkJCVQSQhp6kp7StAlpVRpK0t0SW6LHeBJnE2QchB5Ccu8kxRghZXGIgZIiSj7gEKMJDClcnX6hgoqJMwiQDigIXg3ioFLCgDgjPtYHYpsF5EiA4kcnN18MZtOrY866dEQAb0FB34OGKHGZQjwW%2FWDHA60cYFaI%2FPjpzquUqdaYGcIq%2BmLez3WLFFCtNBN2QJcrlcoELgiPku5R5dSlJFaCEqEZle1AQzAKC%2B1SotMcBNyQUFuRHRF6OlimSBgjZeTBCwLyc6A%2BP%2FoFRchXTz5ADknYJHxzrJ5pGuIKRQISU6WyKTBBjD8WozmVYWIsto1AS5rxzKlvJu4E%2FvwOiKxRtCWsDM%2BeTHUrmwrCK5BIfMzGkD%2B0Fk5LzBs0jMYXktNDblB06LMNJ09U8pzSLmo14MS0OMjcdrZ31pyQqxJJpRImlSvfYAK8inkYU52QY2FPEVsjoWewpwhRp5yAuNpkqhdb7ku9Seefl2D0B8SMTFD90xi4CSOwwZy9IKkpMtI3FmFUg3%2FkFutpQGNc3pCR7gvC4sgwbupDu3DyEN%2BW6YGLNM21jpB49irxy9BSlHrVDlnihGKHwPrbVFtc%2Bh1rVQKZduxIyojccZIIcOCmhEnC7UkY68WXKQgLi2JCDQkQWJRQuk60hZp0D3rtCTINSeY9Ej2kIKYfGxwOs4j9qMM7fYZiipzgcf7TamnehqdhsiMiCawXnz4xAbyCkLAx5EGbo3Ax1u3dUIKnTxIaxwQTHehPl3V491H0%2BbC5zgpGz7Io%2BmjdhKlPJ01EeMpM7UsRJMi1nGjmJg35i6bQBAAxjO%2FENJubU2mg3ONySEoWklCwdABETcs7ck3jgiuU9pcKKpbgn%2B3YlzV1FzIkB6pmEDOSSyDfPPlQskznctFji0kpgZjW5RZe6x9kYT4KJcXg0bNiCyif%2BpZACCyRMmYsfiKmN9tSO65F0R2OO6ytlEhY5Sj6uRKfFxw0ijJaAx%2Fk3QgnAFSq27%2F2i4GEBA%2BUvTJKK%2F9eISNvG46Em5RZfjTYLdeD8kdXHyrwId%2FDQZUaMCY4gGbke2C8vfjgV%2FY9kkRQOJIn%2FxM9INZSpiBnqX0Q9GlQPpPKAyO5y%2BW5NMPSRdBCUlmuxl40ZfMCnf2Cp044uI9WLFtCi4YVxKjuRCOBWIb4XbIsGdbo4qtMQnNOQz4XDSui7W%2FN6l54qOynCqD3DpWQ%2BmpD7C40D8BZEWGJX3tlAaZBMj1yjvDYKwCJBa201u6nBKE5UE%2B7QSEhCwrXfbRZylAaAkplhBWX50dumrElePyNMRYUrC99UmcSSNgImhFhDI4BXjMtiqkgizUGCrZ8iwFxU6fQ8GEHCFdLewwxYWxgScAYMdMLmcZR6b7rZl95eQVDGVoUKcRMM1ixXQtXNkBETZkVVPg8LoSrdetHzkuM7DjZRHP02tCxA1fmkXKF3VzfN1pc1cv%2F8lbTIkkYpqKM9VOhp65ktYk%2BQ46myFWBapDfyWUCnsnI00QTBQmuFjMZTcd0V2NQ768Fhpby04k2IzNR1wKabuGJqYWwSly6ocMFGTeeI%2BejsWDYgEvr66QgqdcIbFYDNgsm0x9UHY6SCd5%2B7tpsLpKdvhahIDyYmEJQCqMqtCF6UlrE5GXRmbu%2Bvtm3BFSxI6ND6UxIE7GsGMgWqghXxSnaRJuGFveTcK5ZVSPJyjUxe1dKgI6kNF7EZhIZs8y8FVqwEfbM0Xk2ltORVDKZZM40SD3qQoQe0orJEKwPfZwm3YPqwixhUMOndis6MhbmfvLBKjC8sKKIZKbJk8L11oNkCQzCgvjhyyEiQSuJcgCQSG4Mocfgc0Hkwcjal1UNgP0CBPikYqBIk9tONv4kLtBswH07vUCjEaHiFGlLf8MgXKzSgjp2HolRRccAOh0ILHz9qlGgIFkwAnzHJRjWFhlA7ROwINyB5HFj59PRZHFor6voq7l23EPNRwdWhgawqbivLSjRA4htEYUFkjESu67icTg5S0aW1sOkCiIysfJ9UnIWevOOLGpepcBxy1wEhd2WI3AZg7sr9WBmHWyasxMcvY%2FiOmsLtHSWNUWEGk9hScMPShasUA1AcHOtRZlqMeQ0OzYS9vQvYUjOLrzP07BUAFikcJNMi7gIxEw4pL1G54TcmmmoAQ5s7TGWErJZ2Io4yQ0ljRYhL8H5e62oDtLF8aDpnIvZ5R3GWJyAugdiiJW9hQAVTsnCBHhwu7rkBlBX6r3b7ejEY0k5GGeyKv66v%2B6dg7mcJTrWHbtMywbedYqCQ0FPwoytmSWsL8WTtChZCKKzEF7vP6De4x2BJkkniMgSdWhbeBSLtJZR9CTHetK1xb34AYIJ37OegYIoPVbXgJ%2FqDQK%2BbfCtxQRVKQu77WzOoM6SGL7MaZwCGJVk46aImai9fmam%2BWpHG%2B0BtQPWUgZ7RIAlPq6lkECUhZQ2gqWkMYKcYMYaIc4gYCDFHYa2d1nzp3%2BJ1eCBay8IYZ0wQRKGAqvCuZ%2FUgbQPyllosq%2BXtfKIZOzmeJqRazpmmoP%2F76YfkjzV2NlXTDSBYB04SVlNQsFTbGPk1t%2FI4Jktu0XSgifO2ozFOiwd%2F0SssJDn0dn4xqk4GDTTKX73%2FwQyBLdqgJ%2BWx6AQaba3BA9CKEzjtQYIfAsiYamapq80LAamYjinlKXUkxdpIDk0puXUEYzSalfRibAeDAKpNiqQ0FTwoxuGYzRnisyTotdVTclis1LHRQCy%2FqqL8oUaQzWRxilq5Mi0IJGtMY02cGLD69vGjkj3p6pGePKI8bkBv5evq8SjjyU04vJR2cQXQwSJyoinDsUJHCQ50jrFTT7yRdbdYQMB3MYCb6uBzJ9ewhXYPAIZSXfeEQBZZ3GPN3Nbhh%2FwkvAJLXnQMdi5NYYZ5GHE400GS5rXkOZSQsdZgIbzRnF9ueLnsfQ47wHAsirITnTlkCcuWWIUhJSbpM3wWhXNHvt2xUsKKMpdBSbJnBMcihkoDqAd1Zml%2FR4yrzow1Q2A5G%2Bkzo%2FRhRxQS2lCSDRV8LlYLBOOoo1bF4jwJAwKMK1tWLHlu9i0j4Ig8qVm6wE1DxXwAwQwsaBWUg2pOOol2dHxyt6npwJEdLDDVYyRc2D0HbcbLUJQj8gPevQBUBOUHXPrsAPBERICpnYESeu2OHotpXQxRGlCCtLdIsu23MhZVEoJg8Qumj%2FUMMc34IBqTKLDTp76WzL%2FdMjCxK7MjhiGjeYAC%2Fkj%2FjY%2FRde7hpSM1xChrog6yZ7OWTuD56xBJnGFE%2BpT2ElSyCnJcwVzCjkqeNLfMEJqKW0G7OFIp0G%2B9mh50I9o8k1tpCY0xYqFNIALgIfc2me4n1bmJnRZ89oepgLPT0NTMLNZsvSCZAc3TXaNB07vail36%2FdBySis4m9%2FDR8izaLJW6bWCkVgm5T%2Bius3ZXq4xI%2BGnbveLbdRwF2mNtsrE0JjYc1AXknCOrLSu7Te%2Fr4dPYMCl5qtiHNTn%2BTPbh1jCBHH%2BdMJNhwNgs3nT%2BOhQoQ0vYif56BMG6WowAcHR3DjQolxLzyVekHj00PBAaW7IIAF1EF%2BuRIWyXjQMAs2chdpaKPNaB%2BkSezYt0%2BCA04sOg5vx8Fr7Ofa9sUv87h7SLAUFSzbetCCZ9pmyLt6l6%2FTzoA1%2FZBG9bIUVHLAbi%2FkdBFgYGyGwRQGBpkqCEg2ah9UD6EedEcEL3j4y0BQQCiExEnocA3SZboh%2Bepgd3YsOkHskZwPuQ5OoyA0fTA5AXrHcUOQF%2BzkJHIA7PwCDk1gGVmGUZSSoPhNf%2BTklauz98QofOlCIQ%2FtCD4dosHYPqtPCXB3agggQQIqQJsSkB%2Bqn0rkQ1toJjON%2FOtCIB9RYv3PqRA4C4U68ZMlZn6BdgEvi2ziU%2BTQ6NIw3ej%2BAtDwMGEZk7e2IjxUWKdAxyaw9OCwSmeADTPPleyk6UhGDNXQb%2B%2BW6Uk4q6F7%2Frg6WVTo82IoCxSIsFDrav4EPHphD3u4hR53WKVvYZUwNCCeM4PMBWzK%2BEfIthZOkuAwPo5C5jgoZgn6dUdvx5rIDmd58cXXdKNfw3l%2BwM2UjgrDJeQHhbD7HW2QDoZMCujgIUkk5Fg8VCsdyjOtnGRx8wgKRPZN5dR0zPUyfGZFVihbFRniXZFOZGKPnEQzU3AnD1KfR6weHW2XS6KbPJxUkOTZsAB9vTVp3Le1F8q5l%2BDMcLiIq78jxAImD2pGFw0VHfRatScGlK6SMu8leTmhUSMy8Uhdd6xBiH3Gdman4tjQGLboJfqz6fL2WKHTmrfsKZRYX6BTDjDldKMosaSTLdQS7oDisJNqAUhw1PfTlnacCO8vl8706Km1FROgLDmudzxg%2BEWTiArtHgLsRrAXYWdB0NmToNCJdKm0KWycZQqb%2BMw76Qy29iQ5up%2FX7oyw8QZ75kP5F6iJAJz6KCmqxz8fEa%2FxnsMYcIO%2FvEkGRuMckhr4rIeLrKaXnmIzlNLxbFspOphkcnJdnz%2FChp%2FVlpj2P7jJQmQRwGnltkTV5dbF9fE3%2FfxoSqTROgq9wFUlbuYzYcasE0ouzBo%2BdDCDzxKAfhbAZYxQiHrLzV2iVexnDX%2FQnT1fsT%2Fxuhu1ui5qIytgbGmRoQkeQooO8eJNNZsf0iALur8QxZFH0nCMnjerYQqG1pIfjyVZWxhVRznmmfLG00BcBWJE6hzQWRyFknuJnXuk8A5FRDCulwrWASSNoBtR%2BCtGdkPwYN2o7DOw%2FVGlCZPusRBFXODQdUM5zeHDIVuAJBLqbO%2Ff9Qua%2BpDqEPk230Sob9lEZ8BHiCorjVghuI0lI4JDgHGRDD%2FprQ84B1pVGkIpVUAHCG%2Biz3Bn3qm2AVrYcYWhock4jso5%2BJ7HfHVj4WMIQdGctq3psBCVVzupQOEioBGA2Bk%2BUILT7%2BVoX5mdxxA5fS42gISQVi%2FHTzrgMxu0fY6hE1ocUwwbsbWcezrY2n6S8%2F6cxXkOH4prpmPuFoikTzY7T85C4T2XYlbxLglSv2uLCgFv8Quk%2FwdesUdWPeHYIH0R729JIisN9Apdd4eB10aqwXrPt%2BSu9mA8k8n1sjMwnfsfF2j3jMUzXepSHmZ%2FBfqXvzgUNQQWOXO8YEuFBh4QTYCkOAPxywpYu1VxiDyJmKVcmJPGWk%2Fgc3Pov02StyYDahwmzw3E1gYC9wkupyWfDqDSUMpCTH5e5N8B%2F%2FlHiMuIkTNw4USHrJU67bjXGqNav6PBuQSoqTxc8avHoGmvqNtXzIaoyMIQIiiUHIM64cXieouplhNYln7qgc4wBVAYR104kO%2BCvKqsg4yIUlFNThVUAKZxZt1XA34h3TCUUiXVkZ0w8Hh2R0Z5L0b4LZvPd%2Fp1gi%2F07h8qfwHrByuSxglc9cI4QIg2oqvC%2Fqm0i7tjPLTgDhoWTAKDO2ONW5oe%2B%2FeKB9vZB8K6C25yCZ9RFVMnb6NRdRjyVK57CHHSkJBfnM2%2Fj4ODUwRkqrtBBCrDsDpt8jhZdXoy%2F1BCqw3sSGhgGGy0a5Jw6BP%2FTExoCmNFYjZl248A0osgPyGEmRA%2BfAsqPVaNAfytu0vuQJ7rk3J4kTDTR2AlCHJ5cls26opZM4w3jMULh2YXKpcqGBtuleAlOZnaZGbD6DHzMd6i2oFeJ8z9XYmalg1Szd%2FocZDc1C7Y6vcALJz2lYnTXiWEr2wawtoR4g3jvWUU2Ngjd1cewtFzEvM1NiHZPeLlIXFbBPawxNgMwwAlyNSuGF3zizVeOoC9bag1qRAQKQE%2FEZBWC2J8mnXAN2aTBboZ7HewnObE8CwROudZHmUM5oZ%2FUgd%2FJZQK8lvAm43uDRAbyW8gZ%2BZGq0EVerVGUKUSm%2FIdn8AQHdR4m7bue88WBwft9mSCeMOt1ncBwziOmJYI2ZR7ewNMPiCugmSsE4EyQ%2BQATJG6qORMGd4snEzc6B4shPIo4G1T7PgSm8PY5eUkPdF8JZ0VBtadbHXoJgnEhZQaODPj2gpODKJY5Yp4DOsLBFxWbvXN755KWylJm%2BoOd4zEL9Hpubuy2gyyfxh8oEfFutnYWdfB8PdESLWYvSqbElP9qo3u6KTmkhoacDauMNNjj0oy40DFV7Ql0aZj77xfGl7TJNHnIwgqOkenruYYNo6h724%2BzUQ7%2BvkCpZB%2BpGA562hYQiDxHVWOq0oDQl%2FQsoiY%2BcuI7iWq%2FZIBtHcXJ7kks%2Bh2fCNUPA82BzjnqktNts%2BRLdk1VSu%2BtqEn7QZCCsvEqk6FkfiOYkrsw092J8jsfIuEKypNjLxrKA9kiA19mxBD2suxQKCzwXGws7kEJvlhUiV9tArLIdZW0IORcxEzdzKmjtFhsjKy%2F44XYXdI5noQoRcvjZ1RMPACRqYg2V1%2BOwOepcOknRLLFdYgTkT5UApt%2FJhLM3jeFYprZV%2BZow2g8fP%2BU68hkKFWJj2yBbKqsrp25xkZX1DAjUw52IMYWaOhab8Kp05VrdNftqwRrymWF4OQSjbdfzmRZirK8FMJELEgER2PHjEAN9pGfLhCUiTJFbd5LBkOBMaxLr%2FA1SY9dXFz4RjzoU9ExfJCmx%2FI9FKEGT3n2cmzl2X42L3Jh%2BAbQq6sA%2BSs1kitoa4TAYgKHaoybHUDJ51oETdeI%2F9ThSmjWGkyLi5QAGWhL0BG1UsTyRGRJOldKBrYJeB8ljLJHfATWTEQBXBDnQexOHTB%2BUn44zExFE4vLytcu5NwpWrUxO%2F0ZICUGM7hGABXym0V6ZvDST0E370St9MIWQOTWngeoQHUTdCJUP04spMBMS8LSker9cReVQkULFDIZDFPrhTzBl6sed9wcZQTbL%2BBDqMyaN3RJPh%2Fanbx%2BIv%2BqgQdAa3M9Z5JmvYlh4qop%2BHo1F1W5gbOE9YKLgAnWytXElU4G8GtW47lhgFE6gaSs%2Bgs37sFvi0PPVvA5dnCBgILTwoKd%2F%2BDoL9F6inlM7H4rOTzD79KJgKlZO%2FZgt22UsKhrAaXU5ZcLrAglTVKJEmNJvORGN1vqrcfSMizfpsgbIe9zno%2BgBoKVXgIL%2FVI8dB1O5o%2FR3Suez%2FgD7M781ShjKpIIORM%2FnxG%2BjjhhgPwsn2IoXsPGPqYHXA63zJ07M2GPEykQwJBYLK808qYxuIew4frk52nhCsnCYmXiR6CuapvE1IwRB4%2FQftDbEn%2BAucIr1oxrLabRj9q4ae0%2BfXkHnteAJwXRbVkR0mctVSwEbqhJiMSZUp9DNbEDMmjX22m3ABpkrPQQTP3S1sib5pD2VRKRd%2BeNAjLYyT0hGrdjWJZy24OYXRoWQAIhGBZRxuBFMjjZQhpgrWo8SiFYbojcHO8V5DyscJpLTHyx9Fimassyo5U6WNtquUMYgccaHY5amgR3PQzq3ToNM5ABnoB9kuxsebqmYZm0R9qxJbFXCQ1UPyFIbxoUraTJFDpCk0Wk9GaYJKz%2F6oHwEP0Q14lMtlddQsOAU9zlYdMVHiT7RQP3XCmWYDcHCGbVRHGnHuwzScA0BaSBOGkz3lM8CArjrBsyEoV6Ys4qgDK3ykQQPZ3hCRGNXQTNNXbEb6tDiTDLKOyMzRhCFT%2BmAUmiYbV3YQVqFVp9dorv%2BTsLeCykS2b5yyu8AV7IS9cxcL8z4Kfwp%2BxJyYLv1OsxQCZwTB4a8BZ%2F5EdxTBJthApqyfd9u3ifr%2FWILTqq5VqgwMT9SOxbSGWLQJUUWCVi4k9tho9nEsbUh7U6NUsLmkYFXOhZ0kmamaJLRNJzSj%2Fqn4Mso6zb6iLLBXoaZ6AqeWCjHQm2lztnejYYM2eubnpBdKVLORZhudH3JF1waBJKA9%2BW8EhMj3Kzf0L4vi4k6RoHh3Z5YgmSZmk6ns4fjScjAoL8GoOECgqgYEBYUGFVO4FUv4%2FYtowhEmTs0vrvlD%2FCrisnoBNDAcUi%2FteY7OctFlmARQzjOItrrlKuPO6E2Ox93L4O%2F4DcgV%2FdZ7qR3VBwVQxP1GCieA4RIpweYJ5FoYrHxqRBdJjnqbsikA2Ictbb8vE1GYIo9dacK0REgDX4smy6GAkxlH1yCGGsk%2BtgiDhNKuKu3yNrMdxafmKTF632F8Vx4BNK57GvlFisrkjN9WDAtjsWA0ENT2e2nETUb%2Fn7qwhvGnrHuf5bX6Vh%2Fn3xffU3PeHdR%2BFA92i6ufT3AlyAREoNDh6chiMWTvjKjHDeRhOa9YkOQRq1vQXEMppAQVwHCuIcV2g5rBn6GmZZpTR7vnSD6ZmhdSl176gqKTXu5E%2BYbfL0adwNtHP7dT7t7b46DVZIkzaRJOM%2BS6KcrzYVg%2BT3wSRFRQashjfU18NutrKa%2F7PXbtuJvpIjbgPeqd%2BpjmRw6YKpnANFSQcpzTZgpSNJ6J7uiagAbir%2F8tNXJ%2FOsOnRh6iuIexxrmkIneAgz8QoLmiaJ8sLQrELVK2yn3wOHp57BAZJhDZjTBzyoRAuuZ4eoxHruY1pSb7qq79cIeAdOwin4GdgMeIMHeG%2BFZWYaiUQQyC5b50zKjYw97dFjAeY2I4Bnl105Iku1y0lMA1ZHolLx19uZnRdILcXKlZGQx%2FGdEqSsMRU1BIrFqRcV1qQOOHyxOLXEGcbRtAEsuAC2V4K3p5mFJ22IDWaEkk9ttf5Izb2LkD1MnrSwztXmmD%2FQi%2FEmVEFBfiKGmftsPwVaIoZanlKndMZsIBOskFYpDOq3QUs9aSbAAtL5Dbokus2G4%2FasthNMK5UQKCOhU97oaOYNGsTah%2BjfCKsZnTRn5TbhFX8ghg8CBYt%2FBjeYYYUrtUZ5jVij%2Fop7V5SsbA4mYTOwZ46hqdpbB6Qvq3AS2HHNkC15pTDIcDNGsMPXaBidXYPHc6PJAkRh29Vx8KcgX46LoUQBhRM%2B3SW6Opll%2FwgxxsPgKJKzr5QCmwkUxNbeg6Wj34SUnEzOemSuvS2OetRCO8Tyy%2BQbSKVJcqkia%2BGvDefFwMOmgnD7h81TUtMn%2BmRpyJJ349HhAnoWFTejhpYTL9G8N2nVg1qkXBeoS9Nw2fB27t7trm7d%2FQK7Cr4uoCeOQ7%2F8JfKT77KiDzLImESHw%2F0wf73QeHu74hxv7uihi4fTX%2BXEwAyQG3264dwv17aJ5N335Vt9sdrAXhPOAv8JFvzqyYXwfx8WYJaef1gMl98JRFyl5Mv5Uo%2FoVH5ww5OzLFsiTPDns7fS6EURSSWd%2F92BxMYQ8sBaH%2Bj%2BwthQPdVgDGpTfi%2BJQIWMD8xKqULliRH01rTeyF8x8q%2FGBEEEBrAJMPf25UQwi0b8tmqRXY7kIvNkzrkvRWLnxoGYEJsz8u4oOyMp8cHyaybb1HdMCaLApUE%2B%2F7xLIZGP6H9xuSEXp1zLIdjk5nBaMuV%2FyTDRRP8Y2ww5RO6d2D94o%2B6ucWIqUAvgHIHXhZsmDhjVLczmZ3ca0Cb3PpKwt2UtHVQ0BgFJsqqTsnzZPlKahRUkEu4qmkJt%2Bkqdae76ViWe3STan69yaF9%2BfESD2lcQshLHWVu4ovItXxO69bqC5p1nZLvI8NdQB9s9UNaJGlQ5mG947ipdDA0eTIw%2FA1zEdjWquIsQXXGIVEH0thC5M%2BW9pZe7IhAVnPJkYCCXN5a32HjN6nsvokEqRS44tGIs7s2LVTvcrHAF%2BRVmI8L4HUYk4x%2B67AxSMJKqCg8zrGOgvK9kNMdDrNiUtSWuHFpC8%2Fp5qIQrEo%2FH%2B1l%2F0cAwQ2nKmpWxKcMIuHY44Y6DlkpO48tRuUGBWT0FyHwSKO72Ud%2BtJUfdaZ4CWNijzZtlRa8%2BCkmO%2FEwHYfPZFU%2FhzjFWH7vnzHRMo%2BaF9u8qHSAiEkA2HjoNQPEwHsDKOt6hOoK3Ce%2F%2B%2F9boMWDa44I6FrQhdgS7OnNaSzwxWKZMcyHi6LN4WC6sSj0qm2PSOGBTvDs%2FGWJS6SwEN%2FULwpb4LQo9fYjUfSXRwZkynUazlSpvX9e%2BG2zor8l%2BYaMxSEomDdLHGcD6YVQPegTaA74H8%2BV4WvJkFUrjMLGLlvSZQWvi8%2FQA7yzQ8GPno%2F%2F5SJHRP%2FOqKObPCo81s%2F%2B6WgLqykYpGAgQZhVDEBPXWgU%2FWzFZjKUhSFInufPRiMAUULC6T11yL45ZrRoB4DzOyJShKXaAJIBS9wzLYIoCEcJKQW8GVCx4fihqJ6mshBUXSw3wWVj3grrHQlGNGhIDNNzsxQ3M%2BGWn6ASobIWC%2BLbYOC6UpahVO13Zs2zOzZC8z7FmA05JhUGyBsF4tsG0drcggIFzgg%2Fkpf3%2BCnAXKiMgIE8Jk%2FMhpkc8DUJEUzDSnWlQFme3d0sHZDrg7LavtsEX3cHwjCYA17pMTfx8Ajw9hHscN67hyo%2BRJQ4458RmPywXykkVcW688oVUrQhahpPRvTWPnuI0B%2BSkQu7dCyvLRyFYlC1LG1gRCIvn3rwQeINzZQC2KXq31FaR9UmVV2QeGVqBHjmE%2BVMd3b1fhCynD0pQNhCG6%2FWCDbKPyE7NRQzL3BzQAJ0g09aUzcQA6mUp9iZFK6Sbp%2FYbHjo%2B%2B7%2FWj8S4YNa%2BZdqAw1hDrKWFXv9%2BzaXpf8ZTDSbiqsxnwN%2FCzK5tPkOr4tRh2kY3Bn9JtalbIOI4b3F7F1vPQMfoDcdxMS8CW9m%2FNCW%2FHILTUVWQIPiD0j1A6bo8vsv6P1hCESl2abrSJWDrq5sSzUpwoxaCU9FtJyYH4QFMxDBpkkBR6kn0LMPO%2B5EJ7Z6bCiRoPedRZ%2FP0SSdii7ZnPAtVwwHUidcdyspwncz5uq6vvm4IEDbJVLUFCn%2FLvIHfooUBTkFO130FC7CmmcrKdgDJcid9mvVzsDSibOoXtIf9k6ABle3PmIxejodc4aob0QKS432srrCMndbfD454q52V01G4q913mC5HOsTzWF4h2No1av1VbcUgWAqyoZl%2B11PoFYnNv2HwAODeNRkHj%2B8SF1fcvVBu6MrehHAZK1Gm69ICcTKizykHgGFx7QdowTVAsYEF2tVc0Z6wLryz2FI1sc5By2znJAAmINndoJiB4sfPdPrTC8RnkW7KRCwxC6YvXg5ahMlQuMpoCSXjOlBy0Kij%2BbsCYPbGp8BdCBiLmLSAkEQRaieWo1SYvZIKJGj9Ur%2FeWHjiB7SOVdqMAVmpBvfRiebsFjger7DC%2B8kRFGtNrTrnnGD2GAJb8rQCWkUPYHhwXsjNBSkE6lGWUj5QNhK0DMNM2l%2BkXRZ0KLZaGsFSIdQz%2FHXDxf3%2FTE30%2BDgBKWGWdxElyLccJfEpjsnszECNoDGZpdwdRgCixeg9L4EPhH%2BRptvRMVRaahu4cySjS3P5wxAUCPkmn%2BrhyASpmiTaiDeggaIxYBmtLZDDhiWIJaBgzfCsAGUF1Q1SFZYyXDt9skCaxJsxK2Ms65dmdp5WAZyxik%2FzbrTQk5KmgxCg%2Ff45L0jywebOWUYFJQAJia7XzCV0x89rpp%2Ff3AVWhSPyTanqmik2SkD8A3Ml4NhIGLAjBXtPShwKYfi2eXtrDuKLk4QlSyTw1ftXgwqA2jUuopDl%2B5tfUWZNwBpEPXghzbBggYCw%2Fdhy0ntds2yeHCDKkF%2FYxQjNIL%2FF%2F37jLPHCKBO9ibwYCmuxImIo0ijV2Wbg3kSN2psoe8IsABv3RNFaF9uMyCtCYtqcD%2BqNOhwMlfARQUdJ2tUX%2BMNJqOwIciWalZsmEjt07tfa8ma4cji9sqz%2BQ9hWfmMoKEbIHPOQORbhQRHIsrTYlnVTNvcq1imqmmPDdVDkJgRcTgB8Sb6epCQVmFZe%2BjGDiNJQLWnfx%2BdrTKYjm0G8yH0ZAGMWzEJhUEQ4Maimgf%2Fbkvo8PLVBsZl152y5S8%2BHRDfZIMCbYZ1WDp4yrdchOJw8k6R%2B%2F2pHmydK4NIK2PHdFPHtoLmHxRDwLFb7eB%2BM4zNZcB9NrAgjVyzLM7xyYSY13ykWfIEEd2n5%2FiYp3ZdrCf7fL%2Ben%2BsIJu2W7E30MrAgZBD1rAAbZHPgeAMtKCg3NpSpYQUDWJu9bT3V7tOKv%2BNRiJc8JAKqqgCA%2FPNRBR7ChpiEulyQApMK1AyqcWnpSOmYh6yLiWkGJ2mklCSPIqN7UypWj3dGi5MvsHQ87MrB4VFgypJaFriaHivwcHIpmyi5LhNqtem4q0n8awM19Qk8BOS0EsqGscuuydYsIGsbT5GHnERUiMpKJl4ON7qjB4fEqlGN%2FhCky89232UQCiaeWpDYCJINXjT6xl4Gc7DxRCtgV0i1ma4RgWLsNtnEBRQFqZggCLiuyEydmFd7WlogpkCw5G1x4ft2psm3KAREwVwr1Gzl6RT7FDAqpVal34ewVm3VH4qn5mjGj%2BbYL1NgfLNeXDwtmYSpwzbruDKpTjOdgiIHDVQSb5%2FzBgSMbHLkxWWgghIh9QTFSDILixVwg0Eg1puooBiHAt7DzwJ7m8i8%2Fi%2BjHvKf0QDnnHVkVTIqMvIQImOrzCJwhSR7qYB5gSwL6aWL9hERHCZc4G2%2BJrpgHNB8eCCmcIWIQ6rSdyPCyftXkDlErUkHafHRlkOIjxGbAktz75bnh50dU7YHk%2BMz7wwstg6RFZb%2BTZuSOx1qqP5C66c0mptQmzIC2dlpte7vZrauAMm%2F7RfBYkGtXWGiaWTtwvAQiq2oD4YixPLXE2khB2FRaNRDTk%2B9sZ6K74Ia9VntCpN4BhJGJMT4Z5c5FhSepRCRWmBXqx%2BwhVZC4me4saDs2iNqXMuCl6iAZflH8fscC1sTsy4PHeC%2BXYuqMBMUun5YezKbRKmEPwuK%2BCLzijPEQgfhahQswBBLfg%2FGBgBiI4QwAqzJkkyYAWtjzSg2ILgMAgqxYfwERRo3zruBL9WOryUArSD8sQOcD7fvIODJxKFS615KFPsb68USBEPPj1orNzFY2xoTtNBVTyzBhPbhFH0PI5AtlJBl2aSgNPYzxYLw7XTDBDinmVoENwiGzmngrMo8OmnRP0Z0i0Zrln9DDFcnmOoBZjABaQIbPOJYZGqX%2BRCMlDDbElcjaROLDoualmUIQ88Kekk3iM4OQrADcxi3rJguS4MOIBIgKgXrjd1WkbCdqxJk%2F4efRIFsavZA7KvvJQqp3Iid5Z0NFc5aiMRzGN3vrpBzaMy4JYde3wr96PjN90AYOIbyp6T4zj8LoE66OGcX1Ef4Z3KoWLAUF4BTg7ug%2FAbkG5UNQXAMkQezujSHeir2uTThgd3gpyzDrbnEdDRH2W7U6PeRvBX1ZFMP5RM%2BZu6UUZZD8hDPHldVWntTCNk7To8IeOW9yn2wx0gmurwqC60AOde4r3ETi5pVMSDK8wxhoGAoEX9NLWHIR33VbrbMveii2jAJlrxwytTHbWNu8Y4N8vCCyZjAX%2FpcsfwXbLze2%2BD%2Bu33OGBoJyAAL3jn3RuEcdp5If8O%2Ba4NKWvxOTyDltG0IWoHhwVGe7dKkCWFT%2B%2Btm%2BhaBCikRUUMrMhYKZJKYoVuv%2FbsJzO8DwfVIInQq3g3BYypiz8baogH3r3GwqCwFtZnz4xMjAVOYnyOi5HWbFA8n0qz1OjSpHWFzpQOpvkNETZBGpxN8ybhtqV%2FDMUxd9uFZmBfKXMCn%2FSqkWJyKPnT6lq%2B4zBZni6fYRByJn6OK%2BOgPBGRAJluwGSk4wxjOOzyce%2FPKODwRlsgrVkdcsEiYrqYdXo0Er2GXi2GQZd0tNJT6c9pK1EEJG1zgDJBoTVuCXGAU8BKTvCO%2FcEQ1Wjk3Zzuy90JX4m3O5IlxVFhYkSUwuQB2up7jhvkm%2BbddRQu5F9s0XftGEJ9JSuSk%2BZachCbdU45fEqbugzTIUokwoAKvpUQF%2FCvLbWW5BNQFqFkJg2f30E%2F48StNe5QwBg8zz3YAJ82FZoXBxXSv4QDooDo79NixyglO9AembuBcx5Re3CwOKTHebOPhkmFC7wNaWtoBhFuV4AkEuJ0J%2B1pT0tLkvFVZaNzfhs%2FKd3%2BA9YsImlO4XK4vpCo%2FelHQi%2F9gkFg07xxnuXLt21unCIpDV%2BbbRxb7FC6nWYTsMFF8%2B1LUg4JFjVt3vqbuhHmDKbgQ4e%2BRGizRiO8ky05LQGMdL2IKLSNar0kNG7lHJMaXr5mLdG3nykgj6vB%2FKVijd1ARWkFEf3yiUw1v%2FWaQivVUpIDdSNrrKbjO5NPnxz6qTTGgYg03HgPhDrCFyYZTi3XQw3HXCva39mpLNFtz8AiEhxAJHpWX13gCTAwgm9YTvMeiqetdNQv6IU0hH0G%2BZManTqDLPjyrOse7WiiwOJCG%2BJ0pZYULhN8NILulmYYvmVcV2MjAfA39sGKqGdjpiPo86fecg65UPyXDIAOyOkCx5NQsLeD4gGVjTVDwOHWkbbBW0GeNjDkcSOn2Nq4cEssP54t9D749A7M1AIOBl0Fi0sSO5v3P7LCBrM6ZwFY6kp2FX6AcbGUdybnfChHPyu6WlRZ2Fwv9YM0RMI7kISRgR8HpQSJJOyTfXj%2F6gQKuihPtiUtlCQVPohUgzfezTg8o1b3n9pNZeco1QucaoXe40Fa5JYhqdTspFmxGtW9h5ezLFZs3j%2FN46f%2BS2rjYNC2JySXrnSAFhvAkz9a5L3pza8eYKHNoPrvBRESpxYPJdKVUxBE39nJ1chrAFpy4MMkf0qKgYALctGg1DQI1kIymyeS2AJNT4X240d3IFQb%2F0jQbaHJ2YRK8A%2Bls6WMhWmpCXYG5jqapGs5%2FeOJErxi2%2F2KWVHiPellTgh%2FfNl%2F2KYPKb7DUcAg%2BmCOPQFCiU9Mq%2FWLcU1xxC8aLePFZZlE%2BPCLzf7ey46INWRw2kcXySR9FDgByXzfxiNKwDFbUSMMhALPFSedyjEVM5442GZ4hTrsAEvZxIieSHGSgkwFh%2FnFNdrrFD4tBH4Il7fW6ur4J8Xaz7RW9jgtuPEXQsYk7gcMs2neu3zJwTyUerHKSh1iTBkj2YJh1SSOZL5pLuQbFFAvyO4k1Hxg2h99MTC6cTUkbONQIAnEfGsGkNFWRbuRyyaEZInM5pij73EA9rPIUfU4XoqQpHT9THZkW%2BoKFLvpyvTBMM69tN1Ydwv1LIEhHsC%2BueVG%2Bw%2BkyCPsvV3erRikcscHjZCkccx6VrBkBRusTDDd8847GA7p2Ucy0y0HdSRN6YIBciYa4vuXcAZbQAuSEmzw%2BH%2FAuOx%2BaH%2BtBL88H57D0MsqyiZxhOEQkF%2F8DR1d2hSPMj%2FsNOa5rxcUnBgH8ictv2J%2Bcb4BA4v3MCShdZ2vtK30vAwkobnEWh7rsSyhmos3WC93Gn9C4nnAd%2FPjMMtQfyDNZsOPd6XcAsnBE%2FmRHtHEyJMzJfZFLE9OvQa0i9kUmToJ0ZxknTgdl%2FXPV8xoh0K7wNHHsnBdvFH3sv52lU7UFteseLG%2FVanIvcwycVA7%2BBE1Ulyb20BvwUWZcMTKhaCcmY3ROpvonVMV4N7yBXTL7IDtHzQ4CCcqF66LjF3xUqgErKzolLyCG6Kb7irP%2FMVTCCwGRxfrPGpMMGvPLgJ881PHMNMIO09T5ig7AzZTX%2F5PLlwnJLDAPfuHynSGhV4tPqR3gJ4kg4c06c%2FF1AcjGytKm2Yb5jwMotF7vro4YDLWlnMIpmPg36NgAZsGA0W1spfLSue4xxat0Gdwd0lqDBOgIaMANykwwDKejt5YaNtJYIkrSgu0KjIg0pznY0SCd1qlC6R19g97UrWDoYJGlrvCE05J%2F5wkjpkre727p5PTRX5FGrSBIfJqhJE%2FIS876PaHFkx9pGTH3oaY3jJRvLX9Iy3Edoar7cFvJqyUlOhAEiOSAyYgVEGkzHdug%2BoRHIEOXAExMiTSKU9A6nmRC8mp8iYhwWdP2U%2F5EkFAdPrZw03YA3gSyNUtMZeh7dDCu8pF5x0VORCTgKp07ehy7NZqKTpIC4UJJ89lnboyAfy5OyXzXtuDRbtAFjZRSyGFTpFrXwkpjSLIQIG3N0Vj4BtzK3wdlkBJrO18MNsgseR4BysJilI0wI6ZahLhBFA0XBmV8d4LUzEcNVb0xbLjLTETYN8OEVqNxkt10W614dd1FlFFVTIgB7%2FBQQp1sWlNolpIu4ekxUTBV7NmxOFKEBmmN%2BnA7pvF78%2FRII5ZHA09OAiE%2F66MF6HQ%2BqVEJCHxwymukkNvzqHEh52dULPbVasfQMgTDyBZzx4007YiKdBuUauQOt27Gmy8ISclPmEUCIcuLbkb1mzQSqIa3iE0PJh7UMYQbkpe%2BhXjTJKdldyt2mVPwywoODGJtBV1lJTgMsuSQBlDMwhEKIfrvsxGQjHPCEfNfMAY2oxvyKcKPUbQySkKG6tj9AQyEW3Q5rpaDJ5Sns9ScLKeizPRbvWYAw4bXkrZdmB7CQopCH8NAmqbuciZChHN8lVGaDbCnmddnqO1PQ4ieMYfcSiBE5zzMz%2BJV%2F4eyzrzTEShvqSGzgWimkNxLvUj86iAwcZuIkqdB0VaIB7wncLRmzHkiUQpPBIXbDDLHBlq7vp9xwuC9AiNkIptAYlG7Biyuk8ILdynuUM1cHWJgeB%2BK3wBP%2FineogxkvBNNQ4AkW0hvpBOQGFfeptF2YTR75MexYDUy7Q%2F9uocGsx41O4IZhViw%2F2FvAEuGO5g2kyXBUijAggWM08bRhXg5ijgMwDJy40QeY%2FcQpUDZiIzmvskQpO5G1zyGZA8WByjIQU4jRoFJt56behxtHUUE%2Fom7Rj2psYXGmq3llVOCgGYKNMo4pzwntITtapDqjvQtqpjaJwjHmDzSVGLxMt12gEXAdLi%2FcaHSM3FPRGRf7dB7YC%2BcD2ho6oL2zGDCkjlf%2FDFoQVl8GS%2F56wur3rdV6ggtzZW60MRB3g%2BU1W8o8cvqIpMkctiGVMzXUFI7FacFLrgtdz4mTEr4aRAaQ2AFQaNeG7GX0yOJgMRYFziXdJf24kg%2FgBQIZMG%2FYcPEllRTVNoDYR6oSJ8wQNLuihfw81UpiKPm714bZX1KYjcXJdfclCUOOpvTxr9AAJevTY4HK%2FG7F3mUc3GOAKqh60zM0v34v%2BELyhJZqhkaMA8UMMOU90f8RKEJFj7EqepBVwsRiLbwMo1J2zrE2UYJnsgIAscDmjPjnzI8a719Wxp757wqmSJBjXowhc46QN4RwKIxqEE6E5218OeK7RfcpGjWG1jD7qND%2B%2FGTk6M56Ig4yMsU6LUW1EWE%2BfIYycVV1thldSlbP6ltdC01y3KUfkobkt2q01YYMmxpKRvh1Z48uNKzP%2FIoRIZ%2FF6buOymSnW8gICitpJjKWBscSb9JJKaWkvEkqinAJ2kowKoqkqZftRqfRQlLtKoqvTRDi2vg%2FRrPD%2Fd3a09J8JhGZlEkOM6znTsoMCsuvTmywxTCDhw5dd0GJOHCMPbsj3QLkTE3MInsZsimDQ3HkvthT7U9VA4s6G07sID0FW4SHJmRGwCl%2BMu4xf0ezqeXD2PtPDnwMPo86sbwDV%2B9PWcgFcARUVYm3hrFQrHcgMElFGbSM2A1zUYA3baWfheJp2AINmTJLuoyYD%2FOwA4a6V0ChBN97E8YtDBerUECv0u0TlxR5yhJCXvJxgyM73Bb6pyq0jTFJDZ4p1Am1SA6sh8nADd1hAcGBMfq4d%2FUfwnmBqe0Jun1n1LzrgKuZMAnxA3NtCN7Klf4BH%2B14B7ibBmgt0TGUafVzI4uKlpF7v8NmgNjg90D6QE3tbx8AjSAC%2BOA1YJvclyPKgT27QpIEgVYpbPYGBsnyCNrGz9XUsCHkW1QAHgL2STZk12QGqmvAB0NFteERkvBIH7INDsNW9KKaAYyDMdBEMzJiWaJHZALqDxQDWRntumSDPcplyFiI1oDpT8wbwe01AHhW6%2BvAUUBoGhY3CT2tgwehdPqU%2F4Q7ZLYvhRl%2FogOvR9O2%2BwkkPKW5vCTjD2fHRYXONCoIl4Jh1bZY0ZE1O94mMGn%2FdFSWBWzQ%2FVYk%2BGezi46RgiDv3EshoTmMSlioUK6MQEN8qeyK6FRninyX8ZPeUWjjbMJChn0n%2FyJvrq5bh5UcCAcBYSafTFg7p0jDgrXo2QWLb3WpSOET%2FHh4oSadBTvyDo10IufLzxiMLAnbZ1vcUmj3w7BQuIXjEZXifwukVxrGa9j%2BDXfpi12m1RbzYLg9J2wFergEwOxFyD0%2FJstNK06ZN2XdZSGWxcJODpQHOq4iKqjqkJUmPu1VczL5xTGUfCgLEYyNBCCbMBFT%2FcUP6pE%2FmujnHsSDeWxMbhrNilS5MyYR0nJyzanWXBeVcEQrRIhQeJA6Xt4f2eQESNeLwmC10WJVHqwx8SSyrtAAjpGjidcj1E2FYN0LObUcFQhafUKTiGmHWRHGsFCB%2BHEXgrzJEB5bp0QiF8ZHh11nFX8AboTD0PS4O1LqF8XBks2MpjsQnwKHF6HgaKCVLJtcr0XjqFMRGfKv8tmmykhLRzu%2BvqQ02%2BKpJBjaLt9ye1Ab%2BBbEBhy4EVdIJDrL2naV0o4wU8YZ2Lq04FG1mWCKC%2BUwkXOoAjneU%2FxHplMQo2cXUlrVNqJYczgYlaOEczVCs%2FOCgkyvLmTmdaBJc1iBLuKwmr6qtRnhowngsDxhzKFAi02tf8bmET8BO27ovJKF1plJwm3b0JpMh38%2BxsrXXg7U74QUM8ZCIMOpXujHntKdaRtsgyEZl5MClMVMMMZkZLNxH9%2Bb8fH6%2Bb8Lev30A9TuEVj9CqAdmwAAHBPbfOBFEATAPZ2CS0OH1Pj%2F0Q7PFUcC8hDrxESWdfgFRm%2B7vvWbkEppHB4T%2F1ApWnlTIqQwjcPl0VgS1yHSmD0OdsCVST8CQVwuiew1Y%2Bg3QGFjNMzwRB2DSsAk26cmA8lp2wIU4p93AUBiUHFGOxOajAqD7Gm6NezNDjYzwLOaSXRBYcWipTSONHjUDXCY4mMI8XoVCR%2FRrs%2FJLKXgEx%2BqkmeDlFOD1%2FyTQNDClRuiUyKYCllfMiQiyFkmuTz2vLsBNyRW%2Bxz%2B5FElFxWB28VjYIGZ0Yd%2B5wIjkcoMaggxswbT0pCmckRAErbRlIlcOGdBo4djTNO8FAgQ%2BlT6vPS60BwTRSUAM3ddkEAZiwtEyArrkiDRnS7LJ%2B2hwbzd2YDQagSgACpsovmjil5wfPuXq3GuH0CyE7FK3M4FgRaFoIkaodORrPx1%2BJpI9psyNYIFuJogZa0%2F1AhOWdlHQxdAgbwacsHqPZo8u%2FngAH2GmaTdhYnBfSDbBfh8CHq6Bx5bttP2%2BRdM%2BMAaYaZ0Y%2FADkbNCZuAyAVQa2OcXOeICmDn9Q%2FeFkDeFQg5MgHEDXq%2FtVjj%2Bjtd26nhaaolWxs1ixSUgOBwrDhRIGOLyOVk2%2FBc0UxvseQCO2pQ2i%2BKrfhu%2FWeBovNb5dJxQtJRUDv2mCwYVpNl2efQM9xQHnK0JwLYt%2FU0Wf%2BphiA4uw8G91slC832pmOTCAoZXohg1fewCZqLBhkOUBofBWpMPsqg7XEXgPfAlDo2U5WXjtFdS87PIqClCK5nW6adCeXPkUiTGx0emOIDQqw1yFYGHEVx20xKjJVYe0O8iLmnQr3FA9nSIQilUKtJ4ZAdcTm7%2BExseJauyqo30hs%2B1qSW211A1SFAOUgDlCGq7eTIcMAeyZkV1SQJ4j%2Fe1Smbq4HcjqgFbLAGLyKxlMDMgZavK5NAYH19Olz3la%2FQCTiVelFnU6O%2FGCvykqS%2FwZJDhKN9gBtSOp%2F1SP5VRgJcoVj%2Bkmf2wBgv4gjrgARBWiURYx8xENV3bEVUAAWWD3dYDKAIWk5opaCFCMR5ZjJExiCAw7gYiSZ2rkyTce4eNMY3lfGn%2B8p6%2BvBckGlKEXnA6Eota69OxDO9oOsJoy28BXOR0UoXNRaJD5ceKdlWMJlOFzDdZNpc05tkMGQtqeNF2lttZqNco1VtwXgRstLSQ6tSPChgqtGV5h2DcDReIQadaNRR6AsAYKL5gSFsCJMgfsaZ7DpKh8mg8Wz8V7H%2BgDnLuMxaWEIUPevIbClgap4dqmVWSrPgVYCzAoZHIa5z2Ocx1D%2FGvDOEqMOKLrMefWIbSWHZ6jbgA8qVBhYNHpx0P%2BjAgN5TB3haSifDcApp6yymEi6Ij%2FGsEpDYUgcHATJUYDUAmC1SCkJ4cuZXSAP2DEpQsGUjQmKJfJOvlC2x%2FpChkOyLW7KEoMYc5FDC4v2FGqSoRWiLsbPCiyg1U5yiHZVm1XLkHMMZL11%2Fyxyw0UnGig3MFdZklN5FI%2FqiT65T%2BjOXOdO7XbgWurOAZR6Cv9uu1cm5LjkXX4xi6mWn5r5NjBS0gTliHhMZI2WNqSiSphEtiCAwnafS11JhseDGHYQ5%2BbqWiAYiAv6Jsf79%2FVUs4cIl%2Bn6%2BWOjcgB%2F2l5TreoAV2717JzZbQIR0W1cl%2FdEqCy5kJ3ZSIHuU0vBoHooEpiHeQWVkkkOqRX27eD1FWw4BfO9CJDdKoSogQi3hAAwsPRFrN5RbX7bqLdBJ9JYMohWrgJKHSjVl1sy2xAG0E3sNyO0oCbSGOxCNBRRXTXenYKuwAoDLfnDcQaCwehUOIDiHAu5m5hMpKeKM4sIo3vxACakIxKoH2YWF2QM84e6F5C5hJU4g8uxuFOlAYnqtwxmHyNEawLW%2FPhoawJDrGAP0JYWHgAVUByo%2FbGdiv2T2EMg8gsS14%2FrAdzlOYazFE7w4OzxeKiWdm3nSOnQRRKXSlVo8HEAbBfyJMKqoq%2BSCcTSx5NDtbFwNlh8VhjGGDu7JG5%2FTAGAvniQSSUog0pNzTim8Owc6QTuSKSTXlQqwV3eiEnklS3LeSXYPXGK2VgeZBqNcHG6tZHvA3vTINhV0ELuQdp3t1y9%2BogD8Kk%2FW7QoRN1UWPqM4%2BxdygkFDPLoTaumKReKiLWoPHOfY54m3qPx4c%2B4pgY3MRKKbljG8w4wvz8pxk3AqKsy4GMAkAtmRjRMsCxbb4Q2Ds0Ia9ci8cMT6DmsJG00XaHCIS%2Bo3F8YVVeikw13w%2BOEDaCYYhC0ZE54kA4jpjruBr5STWeqQG6M74HHL6TZ3lXrd99ZX%2B%2B7LhNatQaZosuxEf5yRA15S9gPeHskBIq3Gcw81AGb9%2FO53DYi%2F5CsQ51EmEh8Rkg4vOciClpy4d04eYsfr6fyQkBmtD%2BP8sNh6e%2BXYHJXT%2FlkXxT4KXU5F2sGxYyzfniMMQkb9OjDN2C8tRRgTyL7GwozH14PrEUZc6oz05Emne3Ts5EG7WolDmU8OB1LDG3VrpQxp%2BpT0KYV5dGtknU64JhabdqcVQbGZiAxQAnvN1u70y1AnmvOSPgLI6uB4AuDGhmAu3ATkJSw7OtS%2F2ToPjqkaq62%2F7WFG8advGlRRqxB9diP07JrXowKR9tpRa%2BjGJ91zxNTT1h8I2PcSfoUPtd7NejVoH03EUcqSBuFZPkMZhegHyo2ZAITovmm3zAIdGFWxoNNORiMRShgwdYwFzkPw5PA4a5MIIQpmq%2Bnsp3YMuXt%2FGkXxLx%2FP6%2BZJS0lFyz4MunC3eWSGE8xlCQrKvhKUPXr0hjpAN9ZK4PfEDrPMfMbGNWcHDzjA7ngMxTPnT7GMHar%2BgMQQ3NwHCv4zH4BIMYvzsdiERi6gebRmerTsVwZJTRsL8dkZgxgRxmpbgRcud%2BYlCIRpPwHShlUSwuipZnx9QCsEWziVazdDeKSYU5CF7UVPAhLer3CgJOQXl%2Fzh575R5rsrmRnKAzq4POFdgbYBuEviM4%2BLVC15ssLNFghbTtHWerS1hDt5s4qkLUha%2FqpZXhWh1C6lTQAqCNQnaDjS7UGFBC6wTu8yFnKJnExCnAs3Ok9yj5KpfZESQ4lTy5pTGTnkAUpxI%2ByjEldJfSo4y0QhG4i4IwkRFGcjWY8%2BEzgYYJUK7BXQksLxAww%2FYYWBMhJILB9e8ePEJ4OP7z%2B4%2FwOQDl64iOYDp26DaONPxpKtBxq%2FaTzRGarm3VkPYTLJKx6Z%2FMw2YbBGseJhPMwhhNswrIkyvV2BYzrvZbxLpKwcWJhYmFtVZ%2BlPEq91FzVp1HlQY1bZVLqeNR9SAUn6n0E28k%2FUuGkNpP1DBI5ch%2FEehZfjUQ9aE41NhETExoPT2gGQz0IhWJbEOvTQ4wgcXCHHFBhewYUiFHuhRSAUVmEHeCRQHQkXGFwkAgyzREJCVN7TRnTon36Zw3tPhx4EALwNdwDv%2BJ41YSP4B2CQqz0EFgARZ4ESgBHQgROwAVn9GTI%2BHYexTUevLUeta4%2FDqKrbMVS%2BYqb8hUwYCrlgKtmAq1YCrFgKrd4qpXiqZcKn1oqdWipjYKpWwVPVYqW6xUpVipKqFR3QKjagVEtAqHpxUMTitsnFaJOKx2cVhswq35RVpyiq9lFVNIKnOQVMkgqtYxVNxiqQjFS7GKlSIVIsQqPIhUWwioigFQ%2B%2BKkN8VHr49HDw9Ebo9EDo9DTo9Crg9BDg9%2FWx7gWx7YWwlobYrOGxWPNisAaAHEyALpkAVDIAeWAArsABVXACYuAD5cAF6wAKFQAQqgAbVAAsoAAlQAUaYAfkwAvogBWQACOgAD9AAHSAAKT4GUdMiOvFngBTwCn2AZ7Dv6B6k%2F90B8%2ByRnkV144AIBoAMTQATGgAjNAA4YABgwABZgB%2FmQCwyAVlwCguASlwCEuAQFwB4uAMlwBYuAJlQAUVAAhUD2KgdpUDaJgaRMDFJgX5MC1JgWJEAokQCWRAHxEAWkQBMRADpEAMkQAYROAEecC484DRpwBDTnwNOdw05tjTmiNOYwtswhYFwLA7BYG4LA2BYGOLAwRYFuLAsxYFQJAohIEyJAMwkAwiQC0JAJgkAeiQBkJAFokAPCQA0JABwcD4Dgc4cDdDgaYcDIDgYgUC6CgWgUClCgUYUAVBQBOFAEYMALgwAgDA9QYAdIn8AZzeBB2L5EcWrenUT1KXienEsuJJ7x5U8XlTjc1NVzUyXFTGb1LlpUtWlTDIjqwE4LsagowoCi2gJLKAkpoBgJQNpAIhNqaEoneI6kiiqQ6Go%2Fn6j0cS%2Ba2gEU8gIHJ%2BBwfgZX4GL%2BBd%2FgW34FZ%2BBS%2FgUH4FN6BTegTvoEv6BJegRnYEF2A79gOvYDl2BdEjCkqkGtwXp0LNToIskOTXzh%2FF062yJ7AAAAEDAWAAABWhJ%2BKPEIJgBFxMVP7w2QJBGHASQnOBKXKFIdUK4igKA9IEaYJg%29%20format%28%27embedded%2Dopentype%27%29%2Curl%28data%3Aapplication%2Ffont%2Dwoff%3Bbase64%2Cd09GRgABAAAAAFuAAA8AAAAAsVwAAQAAAAAAAAAAAAAAAAAAAAAAAAAAAABGRlRNAAABWAAAABwAAAAcbSqX3EdERUYAAAF0AAAAHwAAACABRAAET1MvMgAAAZQAAABFAAAAYGe5a4ljbWFwAAAB3AAAAsAAAAZy2q3jgWN2dCAAAAScAAAABAAAAAQAKAL4Z2FzcAAABKAAAAAIAAAACP%2F%2FAANnbHlmAAAEqAAATRcAAJSkfV3Cb2hlYWQAAFHAAAAANAAAADYFTS%2FYaGhlYQAAUfQAAAAcAAAAJApEBBFobXR4AABSEAAAAU8AAAN00scgYGxvY2EAAFNgAAACJwAAAjBv%2B5XObWF4cAAAVYgAAAAgAAAAIAFqANhuYW1lAABVqAAAAZ4AAAOisyygm3Bvc3QAAFdIAAAELQAACtG6o%2BU1d2ViZgAAW3gAAAAGAAAABsMYVFAAAAABAAAAAMw9os8AAAAA0HaBdQAAAADQdnOXeNpjYGRgYOADYgkGEGBiYGRgZBQDkixgHgMABUgASgB42mNgZulmnMDAysDCzMN0gYGBIQpCMy5hMGLaAeQDpRCACYkd6h3ux%2BDAoPD%2FP%2FOB%2FwJAdSIM1UBhRiQlCgyMADGWCwwAAAB42u2UP2hTQRzHf5ekaVPExv6JjW3fvTQ0sa3QLA5xylBLgyBx0gzSWEUaXbIoBBQyCQGHLqXUqYNdtIIgIg5FHJxEtwqtpbnfaV1E1KFaSvX5vVwGEbW6OPngk8%2FvvXfv7pt3v4SImojIDw6BViKxRgIVBaZwVdSv%2BxvXA%2BIuzqcog2cOkkvDNE8Lbqs74k64i%2B5Sf3u8Z2AnIRLbyVCyTflVSEXVoEqrrMqrgiqqsqqqWQ5xlAc5zWOc5TwXucxVnuE5HdQhHdFRHdNJndZZndeFLc%2FzsKJLQ%2FWV6BcrCdWkwspVKZVROaw0qUqqoqZZcJhdTnGGxznHBS5xhad5VhNWCuturBTXKZ3RObuS98pb9c57k6ql9rp2v1as5deb1r6s9q1GV2IrHSt73T631424YXzjgPwqt%2BRn%2BVG%2BlRvyirwsS%2FKCPCfPytPypDwhj8mjctRZd9acF86y89x55jxxHjkPnXstXfbt%2FpNjj%2FnwXW%2BcHa6%2FSYvZ7yEwbDYazDcIgoUGzY3h2HtqgUcs1AFPWKgTXrRQF7xkoQhRf7uF9hPFeyzUTTSwY6EoUUJY6AC8bSGMS4Ys1Au3WaiPSGGsMtkdGH2rzJgYHAaYjxIwQqtB1CnYkEZ9BM6ALOpROAfyqI%2FDBQudgidBETXuqRIooz4DV0AV9UV4GsyivkTEyMMmw1UYGdhkuAYjA5sMGMvIwCbDDRgZeAz1TXgcmDy3YeRhk%2BcOjCxsMjyAkYFNhscwMrDJ8BQ2886gXoaRhedQvyTSkDZ7uA6HLLQBI5vGntAbGHugTc53cMxC7%2BE4SKL%2BACOzNpk3YWTWJid%2BiRo5NXIKM3fBItAPW55FdJLY3FeHBDr90606JCIU9Jk%2BMs3%2FY%2F8L8jUq3y79bJ%2F0%2F%2BROoP4v9v%2F4%2Fmj%2Bi7HBXUd0%2FelU6IHfHt8Aj9EPGAAoAvgAAAAB%2F%2F8AAnjaxb0JfBvVtTA%2BdxaN1hltI1m2ZVuSJVneLVlSHCdy9oTEWchqtrBEJRAgCYEsQNhC2EsbWmpI2dqkQBoSYgKlpaQthVL0yusrpW77aEubfq%2Fly%2BujvJampSTW5Dvnzmi1E%2Bjr%2F%2F3%2BXmbu3Llz77nnbuece865DMu0MAy5jGtiOEZkOp8lTNeUwyLP%2FDH%2BrEH41ZTDHAtB5lkOowWMPiwayNiUwwTjE46AI5xwhFrINPXYn%2F7ENY0dbWHfZAiTZbL8ID%2FInAd5xz2NpIH4STpDGonHIJNE3OP1KG4ISaSNeBuITAyRLgIxoiEUhFAnmUpEiXSRSGqAQEw0kuyFUIb0k2gnGSApyBFi0il2SI5YLGb5MdFjXCey4mNHzQ7WwLGEdZiPPgYR64we8THZHAt%2BwnT84D%2Fx8YTpGPgheKH4CMEDVF9xBOIeP3EbQgGH29BGgpGkIxCMTCW9qUTA0Zsir%2BQUP1mt%2BP2KusevwIO6Bx%2FIaj8%2FOD5O0VNrZW2EsqZBWbO1skRiEKE0DdlKKaSVO5VAuRpqk8VQJAqY7ydxaK44YJvrO2EWjOoDBoFYzQbDNkON%2BUbiKoRkywMWWf1j4bEY2iIY1AeMgvmEz%2FkVo9v4FSc%2FaMZMrFbjl4zWLL0%2BY5FlyzNlEVYDudJohg8gPUP7kcB%2Fmn%2BG6cd%2B5PV4Q72dXCgocWJADBgUuDTwiXiGSyZo14HOEQ2lE6k0XDIEusexDzZOMXwt1Dutz%2BtqmxTvlskNWXXUQIbhaurum9GrePqm9Yaeabjkiqf%2BbUvzDOvb2Y1E%2BEX2DnemcTP%2FzLcuu7xjQXdAtjR0Lo5n4%2FHs%2FGtntMlysHt%2B29NXbH6se%2F%2FWbFcyu%2Br28H0MwzI30DYeYTLMXIA2EG8QlHpAsyS0EfEToR0a3utIxFPJ3kiIHCCrZ66b0e2xEmL1dM9YN%2FMwS5p01N5jMX%2FBLKt%2F1R83l0LyC29M6%2BiYxo%2FUNg%2FEF7c2WyyW5tYl8WnhWg2%2FhyySbD5UhnDyS7OcU0dnrFw%2BDfGdI7v4QfYIIzOMq9hFtY55gmvC7jZ2FK7sEdrn6IXBuucYhjsGdQ8z0yEbWkkczjjsE5hNAIZrPx2zOLZDmKNXcXtg7EMqidAEEWg%2BSJCBBNwxvxJfc%2FbZa%2BKKf%2BxoKZybnq5vaqpPTye7CiF%2BZFjxZ8%2F7Qij0hfOG%2FcowPA1rT1l4ymWnrKmxxqfErTVrpgwPlz1kC%2BOy8NMDz6c%2BIO38K%2Fx0xkPnLW8Kx6qGAoQdL%2BTD9V9rb%2B%2Fctn%2F%2Ftrxz8dUrZrD%2Fzk%2FferF0cNt1BzctmX2FZPXt%2FjnFCQNz4Ah%2FiKllGiCMs1w5Lkg0kiEwj6VTXCDKsX9rMpnvIj9pcDecXAIXMnqn2dTUbN6w0XQ9ue6FV%2FnnXCH7S3lPWGltVcLsH75ub3ab7A8M28caNrIeOr3o5Q0yFsYL80xaa0EY%2FUEczV7icUMY5pnelAkmUAXmHYjvFWFGxuqlSaow3OM%2B%2FiYY7%2Fl%2FhVELF4EjRqNR%2FbvRbOY%2BDUGzGR%2FOh3EqmE%2FugIQQguGt%2FeMYz%2F%2BL0cimjeZfQDI3phXMbMQsqH%2BCjwVz%2Fhf4idHovgVmB8gLvjbicDcC%2FNypP536E%2F9N%2FpuMibExdohBmNwyiaZdJGoigos7GpF222xrfnZhML%2F7Z%2BylaqP63Hr%2Bm7bdUkQ6%2F2cXqdfmvwixY%2Bs2ksXFeXcE%2BiX0Z%2BIow76DBNgjJ7TOdUK18iPsPflfQD%2BDPsZG2Aj9VmKMMJ4fYRrhIaxhTDR0Elh2vA6h%2FAE6xUb29mj3sjmL72petXjejPy%2Boel60M99tFduCI59N3221xe7apOvxs6aHs7vab1IqY2tv7q2xsHeHGml%2FcV06u%2F8S%2FxTjJ%2BJYc0bWEX0ukW6YmIbGkJRMdjJ9mYIH5QIdJF4hvRGyK7cC7ctImQRcUET99fGXOoft35GYLMQu%2Bg2smnkgZUrH8AL%2F9Si217IssJ916nv14ZrJrvdxLkQvrvtBcjgPC0NXOicO8Qf4mcxPqh3hgUw3DDfdvLJXngg7N3dN2zbPJSaed3OfZnMU7dvmznp3C3bruO%2BNmue0LFsy7S%2B6265%2BfCKFYdvvuW6vmlblnUI8xCXp37CrOZv4B9gauDBlYp7adcUXB5DNCwYImlXOJJKkAdvExXxVvKEYnCo%2B3eIskP9qrrfIYs71CccBjfXRC52udTHHdaP1A1ui%2FVvH1otbrLrpNXBsGX5B89QghDyimlvNB2KfkxZ5C9%2Fem3%2Bd1%2Bd%2F%2FIfFp2%2B2Oxn%2Fs%2B9n%2F79p39S3s8idN6g0yZObwJOgKUpNB3GyU0Ls0PbRzIRq4lcarLKOJBkLRzJQD4j2090XrbA7DW8K3jNF5hlGS5e4V2D17zgss4T20egOJte5iD0bReM9yjTxnQxCRj3c5kFzGJmGbNKmwGw39IJDJcXJZGMkaAB4jyJAKw0jt5IAuIE%2BA%2BU3cVAZZrq9zhDyBrU8oosuxcGNTzCKJfla7JjNVmuSb%2F%2BtuzN2H%2BX4vlB%2BPpdfMXXmuVsNiub1T34SFbjYw5itEvVi0K0Nt9pNJUMI7SLGRhf2xipfCYf8z5OdlGKayOucFeVPeS%2Fdbo3lBrbSMmwUiQN5%2Fed7g0Ds1s17IuZC5kNzM3MZ6EWCa0DtekdJfAxz%2BR%2FOX28sND7yRMTBcf%2B%2Bs8mQCQWHya4qBv%2FufeMoWyslPA9DtMxUknxkH%2FyfTnm2CMYzs%2BCq3r7PxY%2FMXomrvTEsRpfEGHa%2BWN8E1AHjElb7d06ddA7oK%2F%2B5Mdsv9EtPms0jv0Z5kf1FqPxWdFtfFr0kHfgDX0Y%2B5PRSG7RUj0tQr7rmfX8DH4G5W28kKeJLtmQsQkuwMP1pk16EV4sl7vrMJATfyUWo%2FGwEco4rh4XFQgaiUX9qxZHrMQqKnz%2Fc2d8b9TysYrAuXpP%2FRf%2FGr8b1qwwc5a%2BeuLa6S6sneNXToG2XrEJi4R5SGs8Sq2S3d97bsfCRaTdaLwKClRHt37mkudvXbjwVrLhuYeGhh56bvfQkHpk2CwvwClqgWwuBfndC3c8dwmstj81KkagcUgbfPY8Zje0W%2F82VPWJHmSq6pP8hPWpotc%2FEexDOK3qU%2BwngPhOCiO9MJRm8TJefjelrzoKnG2Bn%2B1NCUmPE4gHFmBN9jrTigRIpsACrc9Gstg58ULkp9467%2BGf%2FeFnD5%2F31lNrt2967dhrm7bzI%2BVT5m%2BfzKhvf2MzpICEm79Bopkn07lt1762adNr127LwVqQLdJ5%2BlpQDcvHPQtVY5knhYrK6q8%2FJsiP6EuhGZdFdaNszjvpqvc%2BPI0CdjN0AXsFOC3ZfALDJwr4q2Xq%2BGF%2BGNbsxUg5NLLIEXi8otcDQcUts0D8eQ1iVDRAMBTsYiNdRIxE09EIBJO9A2xqgERTaW86BUFn0OD2xFO97FAgFhF6OoQ7prYt4XwSeUgQHiJyDbeke9IdQntciLQ1FlJMaYcUNvZBg%2BFB1ubjlnRNvl3o6IEU2w7fdNPhm%2Fhh%2BFLysUu6%2B%2BDLHkOkrSHYEjH0tEPe7WdD3uyDgvAgK%2Fm4szFFR7ch0toUgBTdWHr7EpaWru6%2B6dmbbnqWEbV2EtxAsXiZAPTtGPSbHsotI2leoM8TePEqgSQprs7AGFf8kuOkPdZPXGb55POAW1d%2FjLST9v5YflasP6v%2FCO7%2BGNAPC2BMZWmsOjp2NNbfHwMCJD%2BLPVL%2BD%2FOYlWEEI%2F9jpPddOFkB5d1GSuKZYggmCCd7JUxD7EXAzxyirYnNDLdDZoFdx14kivkvGc3579Jm36reTTvDgBnaO6vzyQ6chQmlsMoIkIQ2%2BbBDWBud1Va4pcCn8CPqxlh%2FfgtG8IPaPH8C5wk6%2FnZDv69jurV5QhtwE0x2iqOsj9Mx8B9%2F0EaUdiPfOYYDCi%2Fq9jhWRuupMDEU0%2BCtX0sDFxv07T%2FK5niBPqN9%2BtQjgEc31NGCXFeMcCEuQBIc%2FBK4CO78u7EPYvl3yaEfK3vcb6qP1R2tI7vUjVDDUdKubsSrNjYKY1qBEa2P50SJoaXiksIoLiCwnxS6EBuBde87botNfdEWwYvF%2FR0%2Fu5yCqhGeEOR2ynSeyXjt6ka7neyye8kryBSWE52y%2BRBgogrXPZ8E1yIHoHIFUM%2BAbJhE7lbMtt8ApL%2BxmZW7PwbjAO0fAVoXQOuiSP%2FksIVdFZ0aulsamKUzwPZ%2FNYDMJRBPCxsBqLzqHyneXF6Ej9HlIFo7%2Bpg%2BjUb3unRmGpstGkm6etOuDBGA5wCMefp1gTHcdZlvPBXlOslvYTp1cd8UjYLVd%2FJ5awNrIOKLnIt9MD9qdrKrWCvA6ALm3QV9VrsPm60Q7%2BRHJHP%2B2hqfugo%2FMvI2H%2Fmqr4b9tFnKSRY1Y5Ek80Nm%2FWIhr1ikKnxGz9TWXrokf9xwujfvcOTtNTWnxd0F37Y2W79tteBqZ4G5qLCuomw%2BnSr28QESCRVLTyYKILGJOPfcnaIFOsewhRdvv%2BrWa%2FWih0vlbX6Zb75T5C0qNKVFvH1QL%2FvazSWgC2s6oWXXIuUxQelKiJbowuJDQViatLmLijg9CQBMg8WiPgiw3LEeYRmm5f%2BXdnvkDnxLLjMLxtvX74C3OlwPQqx4xwIdpPx38LrlDphiyWUWHWKAzzxurS%2FxTo%2BP5wGFak62ap1PVFFN4v%2Fy%2BxuR39WnIO7lsWfwgVsK17wxrs9K8ltIKuhkw7f%2F6dhK6gQokFKhWX3urrjk%2FrnI0pgfpGMeuQIUaEM7%2BGF5q2iMkCaMQwxxOzcvU0eXbsnS9XknXvP7Gtw5dwPXlFu2ecvSHEZgNDsU6x%2FGdXBYXyOQjzZReSedeEPY6nEv9gJR4oBQJtFO6Kd0fwC6BO4LNHDeBujB6dSNcUQC9zIv2LnAzGk99bUDrdFY%2B9yGFQtEo0GQPNv6vS2drj4%2B1jHbv3aJSMUWP%2BQTZrmbNTjU8wyG%2FiXNNpskybLcJ3CiTF5Ir%2BJYzmJwE0mSVhlxbtbmvweB3ulB6Til5UuUZydpgiFVeobhU0WaBqpJ198d%2B%2FXeNRTZ9%2F1OPfG7%2B2hwzd5W3D%2BhmyjsRcUg%2F%2BCavb%2B%2BVh2ls3L7zT%2FetOnHNxeerv313vzLVqPai4nJv%2BK1FC6040%2F4udw7sAb3laSg0XCkAAs0npBO6VJabS4Elk%2FU%2BD4gTXW%2Bj0wnrMlqNamq4tMIYB87tE10i0FR3LZNhJsb7%2FR561btmes8YBCRkhYNByRtKd55mqTas9FYhJnbRGHuOh3M4QTdgQSqmgRxuzGdSvZGcbMxNQGk5C3ebLjoXIOFM4l%2BWKHmLTJwRv9E8GWJ6dYvf%2FFmEyEGr%2Bgyrr1p5zrgkz0Cw2j94Hv8Jdx7dIVegBSNtgsqGsRQEYiIBoXwD0LNvQ5d7s5Z00QzwNhqZA0b%2BtMG1tQq5nd84uq8R0zPvX35G8uRaze4jcOHzz0w1%2BQ2BIRvf6J6Kgatnrbiem%2BCFvAxfkrndzD9MFPP1GWTUHclpASUkCNAQkpCCcCgDSUDAhDZ%2BCuEkgn8J7i9nMA7pA4lISappxILKfAeSAbIcSDuN2bJcfZILqeO5rLs0MnngSHYRdrHjmaz7JEsEPw51ZqDJDmUIOZIe34WaQeegNsJn1qz8AIpT3yCjyEih%2FxELkuJ0lEMYTLVCiWpo5oYMleMH6USyYJcD%2BuOe%2BkWKpn1Qns34iyYDjkSLvgnZXcgVQNeqINXr48m3iS7cjm8tedyY0f1QvTnHHdsrKby%2F%2BSSbPY8%2FNH6vpl%2FEsq3Ae4ZU1HC44KFiI9o7CEgab%2FRqHbj7s5KAg06s39ZP%2FzxI%2FmVuF%2FTbTSy%2B3Fb8If9%2Fcv7%2Bwt91yy8RfP1QXtW5RzQn7qIiZyuFM5QfJ5E9uVnqT85TanFx0lkP3ukBAMprvsRyi%2FC8NAJL1xbIIirSvnSj4O5netb4JxmNANHPssHAcHMHsFRgEug816gDBeMbdfiuRcghqYcm0%2BXxx%2F5IAEtN3fqFF3LzAXqwoT0PN0OVTNqxo8sxMkd5Ig6k79Zk7VxxX6gMLOZFQgvpW2RrMW1D0BDihaXQ9wVRoBxPLfpknmkeMtoB%2FqM9cRc9IqmMD2XUmdZ7GSRKPUZvChf8BoykriM2MnKYbOHX8R7cLdNCxSFFVQqoYswnlWtlFS2mNkhswVpZiQW1J%2FUKFfipHGlUkM6UKBhMz1istELIHJLMSctu3ugzfaVSOjKvUgc%2FTHK4Sdg2Wscz69leKIkkrwuuWiOe9yGYKQXRumkC3qbRcMwrvhjNXgdZk3RxAUEhuSPvn3nnd%2B%2BU%2F3vlVOmrJzCD8JLxV1OHRjrZifbcFDOuRNTGqdgQm1tSNJ2OcQ04YiEXuxtII1ECSQRoQGYioEsgCfchB4ghAtw7FfJre4WZ9hkVi9MtjuWqtdNDlpMrfEG9fOT6q21okg%2Be4As38MfGquNt7oUws6Ysarj1%2FefE%2Byst86YUVNvDdts3Pv5c8m%2FaP0C%2Bf8%2FQb%2BIMnGq09BgwN01oIOAnAdagI8mBSrqk1gxTDUBOtk2ousEtBH2z4Ir2d3f6k8PXXVlt2qN9RODxRuoJT%2Fv27wm09jRYVc%2Fe%2B%2Biyx2tyzJb%2Fn3J0htXP87eSsQaf2Ly0s6Zmxela88REy1cf4273mI3iXNJ7KxrZibOm9xm6rl4fqy%2Ft27smU8tOfdW2ucBzg2UfmOIVyLIl3kpYlwphDISTXJXsctmiDtN7fNV6zelgxwnWxsVr83Aj%2FS5ki1jL%2Fa0GC6%2B2L6Um%2BaoddlNFuj%2BbJ8mH%2FiaLh8I0%2FU51NspIEfq0dohwyFXKgm4NggwQ4rRhCOUFtxxo8XnitT4cnGfT93IS8FaT85XE3H5LMY4zIEPL1hw443wz%2B1UmhTJyJGxZzw%2BwsKkKZgUiVtKOKMEb2AKHTv61FNc01PQFwKnvsZ%2F9pPA4RKTASWahmh%2B8MxwzHxKy74IRn5LGRjsPUUwTu64UYNY38caqd7HKucZ%2FtHnODtENw%2F2UfHRMaq1UUPDJQ0OKkWCeet5fYOhII1VRz8%2B%2FElg5j4Gxur3J8o2PJ4rg%2B2d08T%2FfwEzSVbyZ9XPro95T477lRKqUSRXQnauHNsISAl27oWi6Fv9z48JMv8r%2FaMMj8onCP%2FDuDZOuN%2BGPPr%2F%2Bp7bx%2B7JlbYdppcNhzKU%2F1Px5aiaGDn%2Fs1iGMaBcleKUo%2Fv9rcxkZj7DBEKOfrayytXNLYiUdBY%2BpleQXdnscKlQcpzuWluxsieeyuXIK6SdxozitWyGOV3vOHHjguyCQ6fpIYy2JwvrQEF%2FQa9Pdf%2FQqOSqCiE%2FEE1%2FXIVKTc2tzWbHnimrEd%2BVyz311Ml3P0GVTj7PD5aDnsvCvH36alEaPMePcMegXs7x8igTu4B9v7G9vTHvhCu%2FkzIdx%2BBxC0ay9zRSvoS0F2lIxI%2BX7klU63I40gLQ3w5ep5na%2BSFnba3z5D64zv%2BQtM4n4ffG3tq4aNHGRfxgrXPMim%2B5487abL7xhdseIRn1KDl%2B7aINixdv0OD%2BJSPwKf5%2BxoP6aiTeQIDVlIhMcL1H5R9PYXvprs3fv2bO7MOplCmweuiq2JRZ1zz%2B9a%2Fv2PH1Hfz9236w%2BZrPXvWfAxlj4NLLHpq3c%2FPQ3uvmvbrjG7fe%2Bo2y%2FcLdtE6VUlXi0ASb1VLUBVSUWSU4HdvAraTyS8xzM8NxvxFkXV6pUVRiJwcgC5zEeht4rwcp7ki0k41G0qlQhG1Vzlq8alEmnFi58caB5Q9vn988MLhqyVlHvLEWjtQFeupdiocF%2FtkkOGPW2ibWaBTkeZ%2FdvPWazXfOnnvL6jkRXpi85sFzZt%2B55ZptW3bl1cCCHZPD06MhySha7UFzjcjbp8fOecFCirzAG%2FyVjBX6OFIaadSjQq1nNhyIe8tVbaaSdHlXIWKacMeuZA1uxS95zILhyrxAdsXTL6m7kNQlx2P9uZf2qhufePFFbpI6%2FOU0WcP99RrCsrwseVot5mtytpf6Y0gm9sdeyKnPQ7onyK4nXlR%2Frg7H95M1upzu89DH6pgUcikoiihJ6NJKmRxV1x%2BMJiOA3YwhDRQrWU0u%2F0rvq0VYXnyCwsLeTJYBq3dAtJDavuzyoVpzZ99Z0%2Ba0uoiFH%2FxcqgDR7rUFeOrUn6Cywb8ZeNMbhLV5ugP9l0zv9UN5b5mFkjzxUcpPJCn3V402pRxtJd2GrnLdhtVk9ZSZh9W91fCSH5B7ofxPiWL%2Bj3D%2FuwhBRdyAyozeZwvQzs79soi%2BBKSnafLviZCcfrpBpLyimfLfTyJtbyruIQKD01tUwJyKEo%2FybaxkSNFUMdMkhQoJyRBQFhnUkDQSXhTM%2B3NmY0EDM7ffLIjqWEGt8lCO6mLia3PukFnghosJD5p5SIho%2FVDkzQfLE%2BIrYoJXkD19pdP7OwG%2FvoIUtagiWiZ4PAFTHHlTVhRZ7dYmPar%2BNJ%2B8JhmR6DFK5DV1foHoLNO%2FpHrvZfmWZ15RQlwvoVDKhCWNK3CCch9lfFBuAqUgpFSShmNaPj%2Bi5%2B%2BWZfKeViJfW5HnUakVL4UCNVkA4%2BETfIqx4B5xSaP2L1yn0zn2ltPn4%2BOqZGmwwEVCaCSqG53ldtL1oLGAhdMLd09MpCCF6tD6ZnAZBY9hDaYsP0jzZ0j5ZjKsF4i1UmLuhbJMCnYJPt5VwFNvmZawXjEvLJqIH8STonZjq7BZ8gKgR20C9MDFqJAX1H64QW2NEup6qgzLP8cvppL%2FNNTOBTCJABOHeWoXzLhw4Wuy7gaBtjKr9kgKq8ZlRYBS32Lpxc8vIhpNDTfyNXWybMJbn2RyQ5EmWc2QF9wmSZ0KYCE%2BcPuYO6b15Uotj2Kd4MItLS7gtFbkTdrFND6pvEZqv5Yv7jXAus7Pg7avo7KDot50NX3CPkP%2BKps8J9%2F3mGQIteY%2FLGPC%2BL7872SPR2br5fy8MtKBMHedGuM28%2FMZmPJMrGgi3Gb1S%2BSi1%2FL%2FzrZwO9XH1ce%2Fz7ZQ1WSoY%2F%2BpMb5FT4ua0Wm%2BJf%2F298nFmChEQ%2BTi71est4mq9VYI6RsymoRJKYidElT2FGnDTZvqtfhGAFTbeqEw68GqtfmbVa%2F1IFO1%2FjdWr%2F8BDRRtQh9XNjubEm4aWVpVonpTGR7PVGc%2BKJNoBIWF7kYi4gUV3r1U6723i6TxUl3n3%2FtM27aZfKb7THiHW9VzFSwHJ05VfK6Ar7kaB0XgPPE0BSkSFKsBUpaLihEWoA9wBt8qirh2VSOkZwXEwyrxZ5jyt2rJmSo9gX7cg6jsEUGJU9z9xJPOEM3uQQxKgkh35DNATnVyrmJ3mbCNyIB%2Fyox4wH1bg2DwN7q9kov4pFqny8oSm3RQbGgJ1QQTs6ZMLilOVYJ9v6Wha3HcJ9jddsXp9YhGUXLXt%2FqMDnvLpPNTXfNa60z5%2FyjXQOMq%2BlNmwh5egpYrdfZQZV9rI47xlRkuyTjpzsmCBSWNkAXVoK8sgYWqQJWbo1RLo6QH0YW6pxqfCnRgkd%2BRiFjUQUQ7poIaYoakgXxwFd9BuuI38H1xBxXSFb%2FpBDIKQFn7YB3dB36l7sG1FLaKiBdp1KxLvfswap%2F30lnVESgNnvjbUoT6w9N%2BXoio0qcYOIM%2Bheg940YimsucQVvli9NEcft2UZwGQwLuilj1fFr1i3NP94X%2BPE7Hpvtj6lBJfJ4R6NvWiaL6MgzWHxiN66DExa%2BdAdAbMYX6HVF8A%2B7rjEZIXAVbDe7PVI9rmN69JOLV1DOSvRPxWNPZBZf%2FNf%2BNy65BhYxxxV%2B77XJ2wfQ389%2FIQPgajXbwMsuAz%2F0IaQcXJavKbRqR2IqyZruXjVC2%2Bhdee%2F5vdnYOedpmVtR3NGXldxSzDSIiBVpkGb9by89UpEPKrSLZmyFDzMab%2FwXl2CNe7s%2FqCtTvWgG5kpBmCBlSzDS%2Fr8N4uwBwohRW63JTS1y32f0TQsPfXVGEHQrV8%2FNCfiOUVirYcBbIeA2%2BiF68rQIo3B%2FS628vYESr79ehzS7Q9LEL9UXmik9XVHb1yBO3Ngvt5935%2Bk1efkV51mzzrM0LL3%2F20avnwMeKuWyOUZg2TasSqZ%2BKcZQiOn1Iu2Vh497ALUVZiCKt%2Fgh6IvTIj1ZLRjWAkpHKOKovNwp00eqPROiAbiNEKieXwMLcXhVJ1%2FuzmLP4tfxaHR59cBdJVG1kTAgl9ze9QKUEQ946Hkb%2BokJ5JRDyf54Axur1D%2BWS49cLr0tTPEu7UmXrxcSr3XNvumv4yXzInXKH4F7Tc7p17Zt%2Bt%2FqW2%2B93k063X7VW6lALxTY7i1nBXMxcxmzQbabxz%2BtJo%2BwijYaIGMNS8AoSMgAPt84DdHOoMPfjXhF%2BkuH1tZvuFQrRCN07xGcXRX9MYxYchDe5BcHj%2BZ4i%2B42WyPc8Xofi7bbZJN5nJLJ5qr6IqRtzqNlM17SpFsnkEyTWoABEjz4JXOQvzWYuwdnV5LNGOwTM5v9r4RpQ8ZXsYodks3o31JBlzbYtNotisnm22MxiwGFXam5oN1n0TA%2FhRvshvTSDwHff4nNzRo9Dum6PaJbMXzDz%2Bx%2BFkj4L4bFNBb1asqsgH7Dyh4DvbkPtf5yMDKzEwyoaESMSNS9P9gJVA3%2FRTlwoMwZvxECFWxIPNw9gi01nOHjP32esZTtmXHnxvZd8ZtakqQ7ekajbXetpNa6ocTVxJtY%2BuSe69OLz77zh5bDR3xjZMzUz6fxrz1nqrZGcHQHfPVefN%2BfiK86LeXj%2BSc5lPKy%2Bk%2FvCUI%2FDaLFYCWHr6nbXuILTIsb5imNKY%2FrCm28fSMxPhkN1XbNMNZGuqwOBhtTSxWuTk6bw0ZaG86b1hKddePOKuBvmiguYBn4T%2FyOqOyGRBt7bKUI1GjioBC8aUKwF7Q319UgcmtFGIzCJGBqwQij0ynDsfdFGc3TS3BlNfJ25xmzniMkpXXTPvCaD3ZaZvyzjmZdudBostmhb0ORZNN2sJBeed1HXkrUsywueQH%2BL0eCPxmsa5ZpgRJSDZ11yDv%2Bjmbd86vxZfc1WcZJ3UkMq1BOOOVtvu%2F%2BpB%2Ben186d3GTwWAw2jheaJs09%2F%2BLNfZft37DALyrNj1wABMuUKbODyTVnT%2FKYbJ3Tpq8IrNh92dkxOj5P%2FYpZx4%2FycyiVcDYdn4JbEoKdQi9054iBKsygLW46FRGxAb0NPNCm8BSNCPjoKcj6EAus4SuP3rB%2BcV99%2FeTF6294dA8%2BTK6v74MHVpYNRt%2FI30e8QGTOOdfGWzzxcy%2B87a7bLjw37rHw1nPzp0KyyRSeZO%2BQQhInt3dYgvycjrPOv%2BT8s1rptaP84VeywdWX2T4ysr0%2F7TLIs6%2Bx9zib56ye1dM9e%2FXsZmePY3NDs9zlnNVt4%2BWgHJbbz3Livg4P9WWgviOMm4kCRT6I8vw0NbUUEnFvOuFKoxQW1gTsvFirsF5pb7qTUCx4i7VmtToveaDxvK9uOaedVvPRpVOnNz0Q6bry7uiSdQ8t7Vy4JQKVS%2BXPplV2ts4bvCwZu%2BKzgITtxepaPRzWdpv74muvv6RO0SorX6cu%2FdqKn%2FXWnrtp%2FZragz13DUCl5myiFW2Ycvb0PtsXnU%2Btx8pvLFbUspLX68mdegwmOif%2FNPDONajTGoUh6tU56HBJCTBASVvNUB5VIiKpc9kd7kludodSFz7xQbiOmMk5dOYk56gzL6uaf7N8a6MQOHm0ae6snZpFDfuT3%2FjdYzjzwkXXIVHoXNuCfQslQZqBZjTsoHMqrkE4jaYdgkGz2ATOgB3cPkSukD01DnV3ttb1wx%2B6arPqbkcNAHoFPzKUUQ%2BqL0k97pjbZv1I%2FegC9zTFbrrlFpNdmea%2BgIgfWW3wqkcis8ky5FAcRd1If5nNZrl2FFpungc8wpoCl1BpQV%2FScS%2BzjlASyUTVv%2FAJ46gkJI4bHX4lTnloctxPZE1ckS3%2BjG2fKIjkQFyzuo8jvYQG1OrGvJPSTu%2FnSp9PHNTl4z5hK%2F8gtXVKF6gEKiglgcKiRlCESsQCV5QIlKWKpr34lt%2FwkSx%2FJCmP5%2FcBKQfl%2F5gd%2BrOS%2F%2Bp91%2F%2BYCg5CXK2W4M9fu%2B%2F6xxX%2BvnelVuldIDCG0VQTpU9Dw4pRfei%2B6zWx0MLie0gPbyrkmRU7OwT16JGeyXLHqOLqAfVN1GPlBzWtFNzj0TRTCjogtP1NjIvu5habN5Aoa1k66wGpqriVetJgiGdwDZtKhnN0y4n9sXYnsqGmZfDSR15%2B5NLBlhoDaedEm7sxmpqRija6ZEEg2EAnTiAC8IrmFbGz1q08P9PSkjl%2F5bqzYqT9hMmptEXDgTqP3Wiye%2BsD4Wir4jCeoHbbp5hRfpB7BakUIppIlPCD30dR1GtslDz8OsqbXmejFC%2Fv8wu5X2myq7SJ8Avzv9DFUJySf5uNvq4%2BTi7W9D%2FOZrLChdwxmPNiBRqVjnpK%2FaGxRCDspVYKAW9AN1JANoo8wP4BJUlGqdgw6m1qPQ2QW3%2BOfU5%2FieLS%2FNuKpDU3uf8bcAXyBal5jMR2NEAbPAZt0K3hvxHBEDlUxfIGcD%2BN2gNSNx36nfqlAYow0puatNpRz0e4W2oahKzQHsjf2c16ad%2F3t2KTtPobnX6D8C8pd0MDP%2BKx7wnXqGGlLQcvikMErm6TmfsuxJXbSAxqNjOogJLQBLiKEHAE%2BJGTS3JoEhTrz8%2FCB%2B5YlupJ58aOat8Kv4JvregxwcU5Cp8GFAFm1FyOfto6GS2m1NGTS6CPNKkbsTdCBlnN9onMho55BX8IJZtEQ35lk%2BhtwN5A0V3RCPoD%2FyXAcv6pAtbZczRUA64JmcUf4q7Q89ZHLeJVZ5D1Ps%2Ft%2B0iCT3AHVtZC7JDCXfR7OSb%2FXja5H3zQbZL1B%2BULX1BMTEk3AseSpmnKEK4T9ekMIidUCRQFfcbj7z8gNLvzF7mbhQN8h6ZbRset%2BnQWdS%2FZX3k7WpS8P9sfo0iGS64wV516pOhjI6TZ2dApgI5%2BLhxywYoWxKUrykKJsIoDsR4mSrCTg0egMPnLW%2F3Q5Nn8BZEuzqEI7HK3n0%2BzFmuO3TtWQ5WJoG9YqCD6Gc32SxnbnVPfsxvrFXK2dILl7bLthDp6glhcsfp4bYvbSmj%2FmQ94uBTw0E73x2jbNRCvC6VL6GCFDwU7eWQDcC5FY5s0slieRDwtAbRsbLXbaXAuu14e2OJw1dc6jQ3ZdY8v7rv2%2FBWZLqvFWVvvcmwZkK9f5jS4muO9yR5res4kfkRxhV03L1RfPOiPtYi8pd7jNEsOpyTwxpaY%2FyCZu%2FAmd5Or9uS3DYaeqVOhH7gZN%2F8I%2Fwi1fEuLXvyNivibjuKvN%2B1Nc01HF%2F3h%2Bef%2FsOhox8MPd5SFucPjorQwXT%2BytA8EmA5mamHNFDVhBI5pjZbQpugBNkO8MvRub8KVDKST1Wag7D3xlin1ZF7LFP%2F79nbvCXFOY%2BPUjrT7%2FotsPXXZ4exdPzuhZuL5LUXVAn7k7PbhG89uz3b41X01gbjP1xwlu5rrvvf9%2Bpbs6E%2FVu7Nk642%2FPYRaAiUBdrmO6CDTBLPQFA1ur0uXoBR1INDMkypKpoTqnSMx5GiEdTEaSHLs0Alvu%2F19%2F5QW9Rv1U1ridT22i%2B53pzumbs%2BXFFXYC%2B%2BCGsTj5JUT%2FGCgRt3n78i2n71FHG4%2Fu6X%2B%2B9%2Braya7os3ZbDmgWfXun44e%2Bu2NZKuGZ0HiF8M4TlMPR%2BEU6rPKRJ8wOU2RFUFLex3egEsz3YqEAq0cqhAAW19dBZIlVzR61tuIdTnpXH7l%2BuXrbjPUyep%2B8cl6aXKWhPHpDcXl9KiTWDNr4mBQc8Tq%2BNzK%2FOKSbsfl79o9G20R%2BbrBXYvUg0rLHhtrc4TN81TTOWSZ0gL1ZVlOYH2ery%2F7XVUjFMbzYpg7UswcqJPQwBd0LKLabJ8IaCr2otcjSkIrGwootKECaUd4XH1%2BSdazRrfddkBU98t1htvWrbjqSqjaCguxrffM%2F5zDCpBALUycmajhd%2BR6ww4SWafuZ5eU%2BtPid4lgd3gt%2Bb%2FY9rQoZNmiXYPXyRHbRs8zX%2Ff4WIFjWZJtUdSD55AP3xtXH%2BZipC0EqdBGDA4CoYEU6gRLGPU11QhkLTBiEYPiqOeQgwTCl9aok1Qr5pFf71qEeNxjy%2F8F0GoqYPv75Yh9j3x4DuJ%2BuEzHRpAq2lMqb%2BqfTdiq6kGtzfOWsv0c7lSeMXDHBDe1MT%2BLUgx0Pg%2Fp87u2UicdIvqQi8DkxhcUwUXCedMpb4NQjwY3npTmgsURJavLwCRyEcN2HfWsDVGfv%2Fu9ZUWUx%2BPYFueUKwaNvbtu%2BXps3eVWbN1GcgVrdMnWJ7WmJz9SD66EBidag0NF1Ukep0t5A7sFCWdhzvYwHv6L%2FBehXuHqfaBwBEU7hfVLcXvS4VQv%2BT%2FvaSIl7cbeMc7ekv9i8S3e1L5xxpvMGcu1EYPbKyCiijjGXcDKckm43PqU2qNWlXusZMiqF82cuVzolUHN9NNR0HZPxFPV9V0wLtvq%2Bk4DqOwVWDlzuQLVdqFiP08cRX7aRlBVfR8cb55bWe5LExnlcsDp1vAP8Q9BucPMk1Ulh4GnN0SAdxcNHv3q9ohx1Ati4S%2FtkWjIDe3hQdkUGrGRaFBiUdiTSkI41UkMuuQHP%2BEaSQYlPQTFWJF03BNPpTu5KFAdkWgDukzsZKMG0Q1TAQQglScOaP%2FdsZ8%2BfP75D%2F9Uu5Gs3FY%2F2SxPld0DHOciXI9gqjcEidXjE%2B3BLosy0OcX3T7O5g65ROGyzQ2BZs7WbZVnO5ydLe32hMwTQ4wnnKXW6XW5LAa7oaXOIHoUl0FgLQLH2by8wSTWeAx2Y5PDazK3BqZbeJZwXGPaYhX87ZNszoDdaRxotXO1nNlpdvAPFWHDm8PqEE0sZxDEqGzxisFNnuCWetPcGrObN0p23tTZwMuRVodSV8%2BLTrOV3eRvzjQZiSjaLYS1WEJe0kNsJlZu9LFun7%2B%2BwW4gRDRbaxw2nrOGm%2BxOj9cmtbp9ZqeTM1m8UXfQQCSTVSQox6pvtjot%2FFpHvIUjJovFEoYvHYV9C5Y%2FxN9OfcalvII37UEhTbTg%2FAQIaPb4Vz6j5u8%2FaViycMod%2FfkDcpu8QZbZoeBi%2FvbzP3XPsZvOubMtaPHkD9jt6%2BU2O7vqU%2F9C9SMvgrXpQNG%2FE0oJxun%2BCiElUa0IKQSUwERxOntKSV7ekcuh9VBZBBo3VUcB58ofKBHCwLyf9qFosz9Ibf8dGqwaBMjRig4SGOZ2UkWI7UiO9OfUPdxOYFApUZyfpY7mgEc5rtNGGk2H1lPhAk1Hp%2FVAMqQEHEUfEYkkUQq1JMdzsX7kklRrTrUi1wMcDjmu1YYfATj7Y%2BpGpPEBXuoQIj8rR9mgCl4C9yqmF7xnVWxGVniNqtpVmXBvQ6iwni5YQ8a1jYrXtc2J13HvgkvqWxuva1sbr%2BP2S5ceKGyBwDv2DbrToe1u6BkAJV7xnVLUaq0sJB8pFqcUIPi3yuwxi4JuLr%2BP30f3OkPQ72aO0xYo3%2FEsmO3QO5qEF8S0qQH0UsKXv0brnl9%2B8M7jF174%2BDsfvPOl1au%2FRL5%2F9DsbNnwHL2pHR1NTRxMZhJtHktOOxLxErPF6YlLvpC9YP73x%2B4ofw%2B3xVdrHcDE0dQQCmCRgvt9b35xINDf1CDcRSfJ%2BpYl%2BSf8YcurfmXP5F%2Fkj6J82jNsrkWiEuhVlgFfyNkB3S5MUzLhoNiwSCYcxQ7Ui4J0Xh7fmqRbaPa1tzujxkBRlsEHy0%2FOM4pYLPb7g9O6BQJN6l9zQ0OGyCaZz0vMTbHOzXfQ7a2tsterTcqxeInODoemdktw%2B1SbVhKwtW9ffe8VKadK0OVuC3bWzyKm5LeddsWTeorWyY9IMtUFutdu5g%2BRn533qkocdvLs2HmhU75br%2FMmWtD8zA3OP2t1ea636jEzqYxJZGAwFiDEd61oTsrRuW3%2F3pYNi3bS%2BRd%2BGjOfVpAPNd6y64Gsz1GaZleWIPoYL%2Fv9mTeQBENVEguiF1aC4YeXxFETw6QyPfn0m9g8IrMFAvKM1EI11DARnbqibHk%2FIojy5rSdgCyZi06y8sS024PeuO4MfwQ5Y9yKRZCqyYaF30vzeHlmUprR21tR0t0yz8KZY66zWuGvxVQB%2F36kP%2BK38t2Hu6NQ9SFJfw0AdpqPEK2qTMpf2VCqJwqPoJezTL824b8akoL%2Bx03nhh%2BoNo5e77psxg9Q5LzebIKD%2BfsY34f2MtB9fk9v5b8PT6tYrgv4kRPwd0q9z3gdJSJ0653KjCYPwCaR5aUY63eW48O%2Fkdo33yxX9wCiMv2QTrk8eGSI6Ag6moG9t2P%2FF7GRNlDjl0gw7pJ5aOXXqyqn8SENnXBmbSwUYLyqJjv3UmY1nKr4t80no0faXsaIEiF%2FBRaIBnItSce4OUif7W6Vm9T9H1X9Vj71BEm%2BRdmIJQST%2FZfVdudUvh9S%2FqqNvqT98g9SQ3lHibZY0mRVHooyDN%2FFHmTgzjdozKw28NwQ0hwN6BCoPKaEk3YtKwNhwRLXuk076CGoZNXDQcRwZvreTZY9EZi%2Bd0s4%2Bztv8iei04JQl6ZbDD2eHV7X4uHuFVfPrOmcs6m6Kr7hssr%2B1VZFcEZ%2FPdJkn1hOs8SXS%2FNFFgqt94PIZzZ3tdaL6Q5vo6piSzdy737pwsX1VyxUrF15iJ4uNkq%2Brbyg1Z%2BO8VsNC1UmcvORPRfxtPrfRwL2p%2FoA1eZp6Z%2FaGffoewaXcA%2FxBlKlQLfhQL%2FoPgBGP3qsA7IQS8qDVNswHKRSheDUvA3Q7MZoRcJMxlEygujn1QdyzfPfq3dEp%2FbXh5e5YXW2Ngfvza0ZF6UgFL%2FE0fTq4LBlvTE2qb%2FKuuzYSXVnjTfM1osvqMHVbm9950quIZlbqaL6YP7jk3kUtA0GnX2nvq53f3WoSsvEdDRnULgo2fN7lNZJgI8%2FVWi33c3bBZnGY05%2Bdm%2B3qc7fNmj4YGKLj2nfqFP%2Bg7jdDlxEV5XsJQZP6hYrS1l0VQr4c69Xueixp90gnZPmE5OF22j%2BSYEWHlZ0K%2FHgsh%2FZtsbh6h2DNRlvv6jJh9XaJaHCZDiUDKNTMkvb8vsqCyf3ZNdSmO0fa0Y4baJTtpbKzuVzeeSI7fCKr2Z0WypapnXJ4gnoWy3PoUIlIQ1TXdqhQJIXp9Wx5fYdpeWh2TY5D%2BYVyKd0jw3iumwi%2FBC3cEy4o83QlZnW79MrCgCjbhWXBlRZVVZZv4rIKpXC01HFlHdHLoeWVl6UVc%2FJ5uGm6CViW5mulYMk%2BHqNYr0AyUPivLg2oMs2MPqtuhHyRyiwvNJej1Br%2BfcLyoAyu8D9B7bgmzUqfFobF5nKnK4%2Bt8MPJkI%2FxHUNWk117jugWF%2BxazTAALQn6%2BUE9lhoI5ApGA%2FiuJOsrlNP28SVVuBVajXmircLel46w2bJS1Q0Ft0KDuikDFL%2F3pYrid1Q4FvofwRIo4R9h2ftSwc6jHAMqLcCql8YPHtlzGoByNXYN6v8hXnRaOhUvx0sVLCexwupGDR4NOYC7PePa5keIPACnuAdD7dEadRuTIiS6Lb7uskb381My5yjzF8lGCjBRqdwrWJCagfB3yCy7XT1i92hbcZ5Ci1FJkgYMDf6n%2BjspIsHFjJrTOdzSMuOa9DbDcj%2FnH9N9bIoGVgzHPWIQuFuYtaMRaq8eCKI0gEF6lPOZjBz3EEvaaxwSUT9U%2F8JbJZPJJLBLolH1La%2FRbF9AbC8JJjv%2FmMnssKjLRBJyqj9QXxNko0Ux%2FX79epfiXkm6fmKwF%2Fen1HLc6LxloXWKvGa5rVCVL83VuiPcDEX%2FK5pTXOxHfx6HHB0t2FI0qI2rCZFTrvPWU67zVuS%2FkTsLnc7IKhFg30e4FOkqNSfH5PtkmUy6Cpiv%2F36k2sbqCeCFNa%2BURpoY0sZoYmCgCr3qgZz6s8I0gP1bYiR%2BD79H56NOz0EVWCTy2%2FfffvSCCx59W7uRV9995eqrX8GLesOXNm360iZ%2BT%2FEl3uZqL%2BFyzSZ8XxpTiI%2FG0nkT4zznFZ0t4ipMz5v4q9ssqbdKUZt6u82knPCrt6PZwsnn0XySVnyPR1ZXAn72yx48bWJsu7apnI3Hy8bygUK5Js32qcytapqgmn95uexccj205vGgJ%2BeuOeG2SORmKZr%2FqKzcx9SFctMJdwMUFZDJITs7dnOp1EKZCxg304Cevyfya%2BvlKqv6aXK1qIj3imL%2BL6hL%2ByvUlFfE0VKZ7E8gBY3M%2F8VoJCFgizH1W6VyC76nH6b7jiibYVxUmVIEspry%2FLgZIlCeP11Z4zs%2FAwvVwtGFEut5S1JY4lfyT0N%2FevOLo%2BrUEgjcqc9IkGpQbv3iW7Co5b%2BKgjvpzYdH85PLcc4X21ouwEGl%2FS4qnUAvoSlXUUhR1eKr2VWFTB%2BGMl6FsiQsVD1R3urlAAIoSn7JQkmiVVCHSpCwDH%2FqPepXQ0Db77CJOAImohB%2BRPWr31ev5g%2FkE%2BzTa4lbvZo8xdWPffQu9yJTPCNB66s%2BzXoJt%2F0L6hSoCuBIoK8fnBGG87OoRckJpLqyWe4YbpGi50g0%2B3I3UD85Oa0fzubfoXxPLbW3FDWzigmyJeM0tQkax7PqTy80%2BUxfUHPlBZIRVNQ%2Bv0xRm8REKPoLmNr0%2BUo48v9GFbXPKylqQ2IKm00QddgyWGMROCTxdLB9nCY8P7j2DjlsV%2F%2Bmfr0C0r%2FNkeXbbpPlOTBBwT0mVz1zx9S%2FwJecBF9Wgv3p032iP2v4VSgfgW2G%2BHUEdEXU6iq4CtpLJfIN9XQG8dwa1VoO8XC2SrPDDyCOQptXgbcPvlAgBfxBoGwftQKeKFrNTASPt3pGGqDt%2FQRasn2kri%2BH6L80MJRsmVYJrAKyDItpJUy3%2F15WYIJqcJ9Q5N%2FLFJ4c3dc1URpWl9hW6mu50MUIelg4ucTPf15zs5DFo1c0VSp1tKB9jkwIyuM45kb%2BIP8gHed%2B6jO3v0KbIknzLy636E8KPTdCuUpB0wLo9JKnAO6pv0vS31EtBha%2FfJemkgLVVnd8KCk4qBTpQ5m7FbifBKrPJcq0pZAFVG%2FXbOFz%2BTcq2MLrcmV28Nmi%2FOHskh82bau0k8eWCaPijQPWQ5lUvslwVCfHkXBMIehqUgtDNLeauH1huvZTbYmw%2BluPjyWoNGEuxRLR7LK5fSyXFUyK7PURQv2v8D3XOt2NJ6liBbmPGOsakw1kbeOs%2B31Wm5qpH%2BiJWSzqdPr2O7zc2TmtnrzCig6bBd%2FvgQmzOlz0STWIlmZEQfupogOZFHUZ7EkUnMn0RrpIMqAgHRJAOjIJ3yGw1I%2FMAp9q9S3Q%2FclADNm1wEeO%2Bxbwg5OIYHZLY3ehG5lJk2xhco%2B6JWybpEVz2wrR6hZyD0QXZbeDVB%2BonmlimpkWprdAs4WEZDSQppsDlcdCBJJESIYFuAtUnC4GIF2C3Uu2Kv7L1bdz6FxtqxpG4TqQOqOUNAJ2HLvPWA2GgDy4O4vaDrtyl6P%2B1fAll%2BSyFcQ28GHqh7fvvf37udylf0fNwhzgz87Y%2Bcf5x9GnF6ygHu18sAbipWeF0YPBgp2GaKeQduxxdEr3SgbH1kvH7tvqSLhedomOvZyts2dw8acu3dY%2Ff%2BucuMtCuP%2Fe4zC4XnH3OLZ8ZuxTWxy8dJfU5dhDeKPSlJy5pn%2F%2B7u3XrJhmr9C5CuleGflGQocKnlAUaRKp0BAHV0ZwUt9VCqk6zYOgRIuMfePJzdmBdpPJ7%2F6B23%2Bf%2Bsp9NMDZevovvfYHG5dGPISQq1DojqNckchVrCcCYz%2FQ0hI0m3NKDRfkgsrnamo%2Bp0CAq1FyvC3a3Nak%2Fs5VX282x9Ufy3E39VAx6o7LpCvO2wK%2Bch9jNqpJCutcIOooKnYWtDK8gTRVYygRQfwgzKM5%2BjP2jOZdx3r32Py7rQUPOzAnoRs95NvRAR0qLGU11Taqu1bUYSzMcWjMEir067JQQHfIrLBHsrgv00%2FWavd8HRLMEEYFSW3HCSNQehnrHztKqHcDyo4VfZ6gPKCR%2BgufwA8GegxUEo4A%2Bgd0BASHiH6jYMLIsUdQJTs%2FC641KN4oCHWolCMLlMfIdtWKScjx7SM5LD9HnfmhrGI0S139UWfUnxgOXdJFW%2BAMcGjKr6eHAttHF5sUoeArYKDcxMSYcKA%2FxUDhPiEOEAPafSIUFArN0r24ynI91EPARDXvIDYyvqZaWeroBOUABQA%2FE%2BDXC7PWafDLQY2oiwpUEyj4RQtVlUp1GrM7In2p2A7VuiOW6otMiGOo5Mrp05ejVuTy6dNX%2Fk%2F7mybZQ0nUmfrbx3U4KueDnlHm5wdh8FFeKnoaKKh%2FTK18StOPhwG9Xo5mqXAxvw%2F79YQwwDR%2BnAKQQ4izVXioB84qcppWB7IqjU45z4CE17OvF1Dw%2BoTFqxtz8dxwtogBnF9MjIl%2Fin%2BK8s3hM9laIn0TiCbTAXL0T798bPXqx36p3chrv0O%2BGC9Xaj48Ecv8U8UEeBvUEsDlTepiU5OvlpeNGvpnKF0RvUooWhIjnx6GeBapXCQYTw9DNg6%2FOC3gZjp76oNTj9Kz6Jqobxb9NDqc08vcKReOpcsQV2K8InXFaXW3aI6Ofr1k48rp7CX7rx%2Bv1UKPsfvzQU0Kc83i2VdILmd2%2FyX55zT9luN2%2BCu4nKfwPcK%2FCvDVU%2BpHh8%2BLaldIf1fA5h3ndT6Fln9%2FW%2F9Ce1vndfvJtnPVO2xhm3qbafHVCN1X363UXHq9xuVD8OSD29Z8pZ5cZrern9cAdGW%2Fuib%2Fud%2BVK0L9a42r6C90kL8KzxwLQw9NkIQJL0ASU8M%2BVG0KsUdgdvpgP%2F6NqqP0%2FgHZFUfGEijZLHpiIgvV5%2FBltrj8Qd7XQd5p4P%2B7tJo30NMO6VGBwahSPMYiaaBYoLY6uEnciyhhh1Z%2FvvacG%2Frjpsvnpzs0B1Id6fmX8119l88XnOxe%2FuGrzzHcdu7UtY3%2B2vmXN5zUyj3ZcPl8p1sZSs6%2FnGXtwrV7Ka0XZdz83fwjjINpZWYw85lL8BRK4nGyIir2RiOsEyipuEcIakpGjWgBjLiHWOgj0Yi34gW1kKPxHt2Na5q%2Blwg1RdRSpFDNzosb44YJXnAfoEOpZW%2F%2F6u1lhYA6leevezbI26zNHO811M2dc5HFxpk4i1jPC0s21%2FBWW5DnPQbn2X1WK43%2FaM2n18DfSoybbNHijFpamzXI31eRibGUOxSu%2FlT96YZlq1Yt20DaSBuG6knw2eusHs5EPBfNmVvHKdaQzcDfz9ZsXmLDWGXy2U5OsYSsIn8CS12jQIyD12KKqZrLPy7mSPdICmd6WGHG8NDZkkHuE4h9TU8FpmUO%2FVjC%2FEinToFyoNDz2p9XD6g78WgQdPG7Z3R0T%2FZ5dTM9lsL8Ktek7szl2L%2BgQwGgwkZHc2g5Su7NvVqwGy2Ua4KSXUwt1X4PaM5paaEu6jQ5zVFyNabxvUksVt2T%2F4VeamYPlLtffdQsk%2B2sUTY%2FzDXl%2F05W53%2FBz9UK3p7LjapZ2ZxOm%2BUlZXrL3HHGqO8%2BwVroDaCTTnTxitMxmiAAYQzVJQH%2Bnj3oIHnPaN6Zq6sNSLjBl8tKgVr2mj%2F9CWi9dnKca8rBQBsd5R1tzVlgrl5pbnPw6kZclCr2CHxMnHohLz%2B3KRQokzALyeIKFU1TNCiayJdoHvDYe7K6mZLm8S3uJ9dojuaJ62%2FqN%2FtjQxnSnhnKPw%2BLNrLi8ZKyJ3x1YhiI1aNAtP6NzCGzYv3DmaGh%2FLvQZnt0evgIhTFV0kE%2FPYxAnOHhCQUZdCWY5JWJwMzlAGl1mpNbDU7yyGnhRMILsYhH3VRAijrPcBU8%2FCj1Y9NY6cnGVW0CjTLaz7E3epvaT%2FLtTV72Rs%2B0WVVmd0dz%2FMGTI5F0OsIviaqDlbbO5X6xT3PeXbXHRtf%2Fz%2Bfdka%2BeKPr8KF7IF4vBsT9MFPuPJMBTBMq9hQxXelQ%2Bbewnf18ap4Ib%2BmSMrtDU5zqlD8QANa5MBGh%2FOwOvSDfcV2d66mfEWsbGWmIz6nsyZDWQSmqmxDneYyvjHPmRXHZxeueyRGLZzvRioKnGto9nIPkibAJA16adcOZRQr1iAP3bUyBR7T4RgAWTKxhkCYFwshq%2B7iV9r0whk50cmRcTg4fy5x4OmmNkHndIA2%2BYuMbmE9dwGYB4KFTsvnDE6Ah47r%2FfE3AYI%2BoXADpkdlENcZ8OZEEf8FFGZNxMs6ZLpG3SUFLL7Q2kcFU%2FA%2FJsw%2BvWDa%2F7emewLaoeibaF1B9qUNnuqWK3%2BUfXYVL1v%2FomD15xxeDkPnXTOKSVcCbDGtOu0YQNpGAP7U1HU58UrqGu8xIbHtkQ3LVhb7Dx46ET3Ffcm1q0YcOizNmf3bC3VjWfAcpSv3MyTlgJ23FHQgmgvk%2Bgk8pL0mcCDOn08MDAQlf%2B%2FSlTZ1z12fnqntOhbOTL9%2FZdevbAPN%2Byby1f%2FuUtC%2Fixm8ZBo59LTXEW060hGrTDplNprWd58fwB%2Fb%2FE27BdS%2Fs7U%2BrGVCeQ46nzaw9QccnmZerGZZs3Yw9aVHt%2BKh6HN4ti6lxIhT%2FwahnZtWwzlY9QHQ2c79C%2BdxzvVDKy8GqKWQERO9YAKbpsDUTLdWV5dE8PVPjvj9pqw7ah%2FPFVtkit7aj6G5xY9mfJrCz1j1e0BcnPol4UjtrCdbahIVtd2HaURujnFJR8CuOuUUfhrGhgKKgjCYNSvCc1WKlEp8wHUaAYynFNyzZn%2B2MnYv36dbMDBTonl%2FT%2Fma5IKAyEGz%2B4eRnVtaX6tss2o34u8mWorFtuFgm4A6qK%2Fyp%2FgLEBVat5WnPDdKA574ubuFJ%2FIUfZ%2FY2Nt6mN%2BZNNTSTaeI56gKwkXerTe9DDHUw8%2FH35FY3nNN7GGuBKWhrV9ep%2B0k1WjNWVaHkW1yA%2BQHWNu8rtBw2a5YXuE40rs7%2FGA%2Bj09V3hA98yRnFPOGr8ltGlsFdD%2F7tRce3LH6Trcneuiy7K7J3khKu%2B3qUaXPWaX7T6%2FKfj9BX2eZq2XAcZT79u1ClJzUtHUqfqSMWBcZS43Ena0cUGLgpkKxB1QM%2B0Fxz10wgg6r5rltnFpH05pepUq3Y2HfYqeKRntmUFNz%2BXmcOs1H31U6cC6RTVLfCg7RNBF1UF2%2FwBgu0fFQtPEU1sSg3VcNsR7dWq3af87tUFn1l3ltXpaJxpNvtcZkH2WmMst3JqRpxUH%2BWC0E1qOGtP66s1MYv%2BVLu8%2FXFXvV%2FZbunYYBeVN64ls0ur6NzpV9xzlmQwB5qC4Tq70WC0tk8dWJXeHvkD0h9zJOM0vD86%2F1NJMaIAolctvlByferCsqOKDKceOfUu1PsmoFCamV5mCrMUOCi6V6FJosMF22AcrKJgQDVhfYh6tepp%2FlYgvnCEAbJQ1L0rOpajEmRcasMiPfxhgGoVo4rwreQpV6fUJHH2e8fa1s2c13Apl1b89a58ozdoap2sjgLN9uISl7P1DrulyeIkt0zr6JjWocoPOZsaXPb6jtqBblsgsaRre2xHi4nELm0MhG1%2Bx1SXwLpFi53b%2BaHRYo%2FIrbZtuWAKu5cSEXfybnnmUCaXGTpQr0xK2O2WWY76f%2BnAjNVf7nCZHU5XqIkTnpt6VtvsFlPXg1031g%2FVRdpkkyVpD7jnmax88QwDvg%2F66NnMRdRXTcGTmQc3cuINwN5IQqi0yzb%2BYFVHuVqI5s4ADfg5oE4ybDLd28mFSFmYvRoomsWXEdLU2Wl3GJy93ZNb%2Fd5gqmNaqJZSO1l6PVRy0nZIj%2F45EetjLguh1rLqR%2BSK0hO6NrsqcNX8zoUdjQYDJ7tb4os6%2Bi%2BY0qpY2AWlnLRDWdGFTfGY1gV0zNAtJ7pdo24se0D88AwLY%2FgZmE9iuP4V5v7CSR%2FRThaHLh%2BUeBkXwU6BC7lGOevK65udTv%2BtS%2FPfW7qj3ljTcj3b9OkbV85t8xsMj7Ddj7DGpthZKwKPvso%2Fc%2F1K9aLE12fMWLV1y1D9ua8lyJdWXr%2FbG%2BnoCFutf%2FmLILe39ITUV4igr3876fpX5g2zeB52sWnIL4fXHlgeUzOx5QfIvJQyrKQE9wHUqVq%2BPEaOrz0wVvNbJZVSfsuMzxN4l9PkedFzw9V5Dj%2BnzpgoT4ZxCxJfC5RWLc74YVHxKlExCYt0JAOMatREhHBSCAtSfod6x6Ls8HCWECLwXZ9nd5Dz1T24JUdWs6fU3%2B%2BfcnT49Qe%2BkBs%2BwdsMZgPXMp3U5S958snPP%2FEE7bvkOPCuTUDTUQ%2FUzirLhML9yPahoe1D5Fj5jWsaoveyP00PehdUAHk%2FseDVWsvDWXXXsyn%2F4wfpXc2V3%2FQxli3jl%2F5hj%2F83avSCfpTNxOEKLmTjxOEKuxgNlsQn0xgct724mhynupNW1Ph6o3RYS3%2F%2B2TJrzLlkFz%2Bip3qCHKf6eqW02QJLjBYuuj4sobhCWqa%2FYHGEHpcnumuWSOhxeaL7sOakNR6vvmo%2BYcfFA8UFXEPZf9UjyudIOyNwx%2Fi90DdsujS%2FFX2UAwvWSVK4NxaMhAGw3oowp%2Fuc8CTi7D2rBgZWwb%2F60faR7SPsEbjkXy4G0XaqhXPwe2cePjxjxuHD6ssQuR1fq6PF0E%2Bo2t1nePTn8TUmxz%2FA3crMoCc7egESuoTHYc7mYdg6etORoOhR7BBGD%2BqJopELrl4S6cJNRtEAsLP%2FOdvnJq0Wo0GolY2Et9VFB2Kf%2B4bZvVyxfOMz3WdFfSIryj6DwWghre7aQbdiDrkTL3A3vNDuDpk93HqXwam%2BbWmUJZfNn5ozKV5Pmmq8PF%2FjVY%2B2Tlk2M2RzSXKjmbQ4RZcQavEYrN%2F9rlXwtIQqzxQNMzPPfHYLvuPoO9TbT8bpGw5CQPGd%2BSyX%2FCyf0Vxjd2R9NmsunnXYa8xGHzn%2BsSfM5J0y0DZEXWWxkXjcR75KBLNLHi7XvX2G8VOrf4Ykg0AMdBESIpo7MgAfyakA6rkqpI6UjNs0px7cMV%2BD5BF49Tez1VGnYmq0WIijp985m4Sn2gJR9b07riPPFo97OYbUZbxJCpot7H%2FlpZBicglCPN7WOfJkcHqc3ElWqvvz%2F1E6bIQrG%2Btz6WkM1SM9FBTR7FSs8KyBBytSmNEoquJNFN5EQyTiCrnKDx1h58yxCepPHU5nxGoxEQeeOZi2m80DxNxncVhr6BmEfUarxejw%2BWSiHhWk19bSY7aKR5MsteblJpfTLtjimBouXsm3d3djjYM%2BwEW0El9dM%2FueVRWIsXwe43R7SgbVZqrnqoJ1X%2FkuF7pcgf8duv4q6vayV5U9zMV91GxO59UUjW8rHV6u799WzKMT7umRCXbYUKM%2BfoaCcwgaoqZUtmodV3p%2BX7akb4dnU9B9La38RPFUG2SCC90tVA4XwEFhyOpZZrUCsgWYHsczLFBBVGNtstoN1bw0Z%2BO4fYIbvZVt4EUcJEKOhHeincWqONw%2Bq6w5Go%2BWGOSR7LhKV%2BKBqbBPpfUvOf9QqkpDyVhBeyyZQGMsdA5FBUqvFMtUyGq9vjnsAJU4UcrxldP1CCaofyDkSAifoP5QwWx%2BSyUGxp75BzGAvtG7uQ38LehlyEQMeh0TeE6Bm7tYdXqdkt0uOb3kfYlNwmOdDyacOq%2FqlFo1v%2BPTmTi3E%2FglC9W11b34A22zmLzvb231Q0L2Bgg60OTW4YdstO%2BYOJnO38TtpH7zy9ymokWyA79qlVSn38HtpFlImFnhu3b4boNWXklOXV0Iwo7lQ1hrZyPFcwtjwFP7iEKSHSSJw509kh8kj6pr%2BH1jR7km9vcvqN9657vffefkv%2BfKxge1X%2B7RdjYUPIESN7gTvRkB%2FRMYtEkaVkdHApmdBPpnKmz0n1xSWFOyVIuLrinZwpoCRe6kyiVZoHX088F%2BUX4%2BWKS4iBTP0IWxGtZgOdMaV4KTayqHQF%2FVihBwTbgDXTCmKoOBJeNhwJMzEVjtjIFLuU38fPR7hqNG1JS7g%2FqRCuy3vmQ3W9Vu8qbVbP%2BSzazGRJH83MzP90Ck2m31mMjP8TiLn5uwD2Ugr2PFvPQjB5BnSJvQxGQZZEB%2BLopqzGzDbMmbkAPkZVJjeO5FzOSBKCgJze2ZS4Gemc9twrwY6u9H61iUQTcRvtdT9RW3tRxAWwFs2tcuJRnI6xjmBdWjbgFNRHMHiF1uHYBfUR%2Fut5Ug2jXAaT96%2B9RH%2FFToRwIzGbKmVJ1AZQnoabSB1yyIg7ByAridHApPMjyw0OiV6RjSbCuzwLAvFizBliWJua1tsuAgvNPbmljYbpt8lkWam7b3XZiOiKJskMOtmfScnsbPW208knwjuXrXK4Q1iKIgNyYXXDVT9C2Ye%2F78GQ5BEEXfFdde2RwauOysdJNL5AzCy84ard%2FnGAVN8alecnFdgu5Gbd5DJTL%2BhHZK0vApVy3OfU8XTSJg1TlssivsPYUlIqvn66PzrVTymCc4wgF6SDNR0pDf%2B9Gp%2BVnsUH5WtpHYsuhOaey8zdwLN47V8MTbm78g687%2BP3cx6tcAeNpjYGRgYGBk8s0%2FzBIfz2%2FzlUGeZQNQhOFCWfF0GP0%2F8P8c1jusIkAuBwMTSBQAYwQM6HjaY2BkYGAV%2Bd8KJgP%2FXWG9wwAUQQGLAYqPBl942n1TvUoDQRCe1VM8kWARjNrZGIurBAsRBIuA2vkAFsJiKTYW4guIjT5ARMgTxCLoA1hcb5OgDyGHrY7f7M65e8fpLF%2B%2B2W%2FnZ2eTmGfaIJi5I0qGDlZZcD51QzTTJirZPAI9JIwVA%2BwT8L5nOdMaV0AuMJ%2BicRHq8of6LSD18fzq8ds7xjpwBnQiSI9V5QVl6NwPvgM15NXn%2FAtWZyj3W0HjEXitOc%2FdIdbetPdFTZ%2BP6t%2BX7xU0%2Fk6GJtOe1%2FB3arN0%2Fpmz1J4UZc%2BD6ExwjD7vioeGd5HvhvU%2BR%2BDZcGZ6YBPNfAi0G97iBPwFXqph2cW8%2BD7kjMfwtinHb6kLb6Wygk3cZytSEoptGrlScdHtLPeri1JKueACMZfU1ViJG1Sq5E43dIt7SZZFl1zuRhb%2FGOs44xFVDbrJzB5tYs35OmaXTrEmkv0DajnMWQB42mNgYNCCwk0MLxheMPrhgUuY2JiUmOqY2pjWMD1hdmPOY%2B5hPsLCwWLEksSyiOUOawzrLrYiti%2FsCuxJ7Kc45DiSOPZxmnG2cG7jvMelweXDNYXrEbcBdxf3KR4OngheLd443g18fHwZfFv4NfiX8T8TEBIIEZggsEpQS7BMcJsQl5CFUI3QAWEp4RLhCyJaIldEbURXiJ4RYxEzE0sQ2yD2TzxIfJkEk4SeRJbENIkNEg8k%2FklqSGZITpE8InlL8p2UmVSG1A6pb9Jx0ltkjGSmyDySlZF1kc2RnSK7R%2FaZnJ5cmdwB%2BST5SwpuCvsUjRTLFHcoOShNU9qhzKespGyhXKV8SPmBCpOKgUqcyjSVR6omqgmqe9RE1OrUnqkHqO9R%2F6FholGgsUZzgeYZLTUtL60WbS7tKh0OnQydXTpvdGV0O3S%2F6Gnopekt0ruhz6fvpl%2Bnv0n%2Fh4GdQYvBJUMhwwTDdYYvjFSM4oxmGd0zVjK2M84w3mYiYZJgssLkkqmO6TzTF2Z2ZjVmd8ylzP3MJ5lfsRCwcLJoszhhyWXpZdlhecZKxirHapbVPesF1ndsJGwCbBbZ%2FLA1sn1jZ2XXY3fFXsM%2Bz36V%2FS8HD4cGh2OOTI51ThJOK5zeOUs4OzmXOS9wPuUi4JLgss7lm2uU6zY3NrcSty1u39zN3Mvct7l%2F8xDzMPLw88jyaPM44ynkaeEZ59niucqLyUvPKwgAn3OqOQAAAQAAARcApwARAAAAAAACAAAAAQABAAAAQAAuAAAAAHjarZK9TgJBEMf%2Fd6CRaAyRhMLqCgsbL4ciglTGRPEjSiSKlnLycXJ86CEniU%2FhM9jYWPgIFkYfwd6nsDD%2Bd1mBIIUx3mZnfzs3MzszuwDCeIYG8UUwQxmAFgxxPeeuyxrmcaNYxzTuFAewi0fFQSTxqXgM11pC8TgS2oPiCUS1d8Uh8ofiSczpYcVT5LjiCPlY8Qui%2BncOr7D02y6%2FBTCrP%2Fm%2Bb5bdTrPi2I26Z9qNGtbRQBMdXMJBGRW0YOCecxEWYoiTCvxrYBunqHPdoX2bLOyrMKlZg8thDETw5K7Itci1TXlGy0124QRZZLDFU%2FexhxztMozlosTpMH6ZPge0L%2BOKGnFKjJ4WRwppHPL0PP3SI2P9jLQwFOu3GRhDfkeyDo%2F%2FG7IHgzllZQxLdquvrdCyBVvat3seJlYo06gxapUxhU2JWnFygR03sSxnEkvcpf5Y5eibGq315TDp7fKWm8zbUVl71Aqq%2FZtNnlkWmLnQtno9ycvXYbA6W2pF3aKfCayyC0Ja7Fr%2FPW70%2FHO4YM0OKxFvzf0C1MyPjwAAeNpt1VWUU2cYRuHsgxenQt1d8%2F3JOUnqAyR1d%2FcCLQVKO22pu7tQd3d3d3d3d3cXmGzumrWy3pWLs%2FNdPDMpZaWu1783l1Lpf14MnfzO6FbqVupfGkD30iR60JNe9KYP09CXfvRnAAMZxGCGMG3pW6ZjemZgKDMyEzMzC7MyG7MzB3MyF3MzD%2FMyH%2FOzAAuyEAuzCIuyGIuzBGWCRIUqOQU16jRYkqVYmmVYluVYng6GMZwRNGmxAiuyEiuzCquyGquzBmuyFmuzDuuyHuuzARuyERuzCZuyGZuzBVuyFVuzDduyHdszklGMZgd2ZAw7MZZxjGdnJrALu9LJbuzOHkxkT%2FZib%2FZhX%2FZjfw7gQA7iYA7hUA7jcI7gSI7iaI7hWI7jeE7gRE7iZE5hEqdyGqdzBmdyFmdzDudyHudzARdyERdzCZdyGZdzBVdyFVdzDddyHddzAzdyEzdzC7dyG7dzB3dyF3dzD%2FdyH%2FfzAA%2FyEA%2FzCI%2FyGI%2FzBE%2FyFE%2FzDM%2FyHM%2FzAi%2FyEi%2FzCq%2FyGq%2FzBm%2FyFm%2FzDu%2FyHu%2FzAR%2FyER%2FzCZ%2FyGZ%2FzBV%2FyFV%2FzDd%2FyHd%2FzAz%2FyEz%2FzC7%2FyG7%2FzB3%2FyF3%2FzD%2F9mpYwsy7pl3bMeWc%2BsV9Y765NNk%2FXN%2BmX9swHZwGxQNjgb0nPkmInjR0V7Uq%2FOsaPL5Y7ylE3l8tQNN7kVt%2BrmbuHW3LrbcDvam1rtzVvdm50TxrU%2FDBvRtZUY1rV5a3jXFn550Wo%2FXDNWK3dFmh7X9LimxzU9qulRTY9qelTTo5rlKLt2wk7YiaprL%2ByFvbAX9pK9ZC%2FZS%2FaSvWQv2Uv2kr1kr2KvYq9ir2KvYq9ir2KvYq9ir2Kvaq9qr2qvaq9qr2qvaq9qr2qvai%2B3l9vL7eX2cnu5vdxebi%2B3l9sr7BV2CjuFncJOYaewU9gp7NTs1LyrZq9mr2avZq9mr2avZq9mr26vbq9ur26vbq9ur26vbq9ur26vYa9hr2GvYa9hr2GvYa%2FR7oXuQ%2Feh%2B2j%2FUU7e3C3cqc%2FV3fYdof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D92H7kP3ofvQfeg%2BdB%2B6D92H7kP3ofvQfRT29B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6D%2F2H%2FkP%2Fof%2FQf%2Bg%2F9B%2F6j6nuG3Ya7U5q%2F0hN3nCTW3Grbu4Wrs%2FrP%2Bk%2F6T%2FpP%2Bk%2F6T%2FpP%2Bk%2B6T7pPek86TzpPOk86TzpOuk66TrpOuk66TrpOlWmPu%2F36zrpOuk66TrpOuk66TrpOvl%2FPek76TvpO%2Bk76TvpO%2Bk76TvpO%2Bk76TvpO7V9t%2BqtVs%2FOaOURU6bo6PgPt6rZbwAAAAABVFDDFwAA%29%20format%28%27woff%27%29%2Curl%28data%3Aapplication%2Ffont%2Dsfnt%3Bbase64%2CAAEAAAAPAIAAAwBwRkZUTW0ql9wAAAD8AAAAHEdERUYBRAAEAAABGAAAACBPUy8yZ7lriQAAATgAAABgY21hcNqt44EAAAGYAAAGcmN2dCAAKAL4AAAIDAAAAARnYXNw%2F%2F8AAwAACBAAAAAIZ2x5Zn1dwm8AAAgYAACUpGhlYWQFTS%2FYAACcvAAAADZoaGVhCkQEEQAAnPQAAAAkaG10eNLHIGAAAJ0YAAADdGxvY2Fv%2B5XOAACgjAAAAjBtYXhwAWoA2AAAorwAAAAgbmFtZbMsoJsAAKLcAAADonBvc3S6o%2BU1AACmgAAACtF3ZWJmwxhUUAAAsVQAAAAGAAAAAQAAAADMPaLPAAAAANB2gXUAAAAA0HZzlwABAAAADgAAABgAAAAAAAIAAQABARYAAQAEAAAAAgAAAAMEiwGQAAUABAMMAtAAAABaAwwC0AAAAaQAMgK4AAAAAAUAAAAAAAAAAAAAAAIAAAAAAAAAAAAAAFVLV04AQAAg%2F%2F8DwP8QAAAFFAB7AAAAAQAAAAAAAAAAAAAAIAABAAAABQAAAAMAAAAsAAAACgAAAdwAAQAAAAAEaAADAAEAAAAsAAMACgAAAdwABAGwAAAAaABAAAUAKAAgACsAoAClIAogLyBfIKwgvSISIxsl%2FCYBJvonCScP4APgCeAZ4CngOeBJ4FngYOBp4HngieCX4QnhGeEp4TnhRuFJ4VnhaeF54YnhleGZ4gbiCeIW4hniIeIn4jniSeJZ4mD4%2F%2F%2F%2FAAAAIAAqAKAApSAAIC8gXyCsIL0iEiMbJfwmASb6JwknD%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EyFgcFExYGJyUFBiY3EyUmNjMBl4MHFQeBAaUVBhH%2BqoIHDxH%2Bqf6qEQ8Hgv6lEQYUAyABYRMT%2Fp8RDPn%2BbxQLDPb3DAsUAZD7DBEAAv%2FTAF4EewSUABgAIgAAARM2MhcTITIWBwUTFgYnJQUGJjcTJSY2MwUjFwc3Fyc3IycBl4MHFQeBAaUVBhH%2BqoIHDxH%2Bqf6qEQ8Hgv6lEQYUAfPwxUrBw0rA6k4DIAFhExP%2BnxEM%2Bf5vFAsM9vcMCxQBkPsMEWSO4ouM5YzTAAABAAAAAASwBLAAJgAAATIWHQEUBiMVFBYXBR4BHQEUBiMhIiY9ATQ2NyU%2BAT0BIiY9ATQ2Alh8sD4mDAkBZgkMDwr7ggoPDAkBZgkMJj6wBLCwfPouaEsKFwbmBRcKXQoPDwpdChcF5gYXCktoLvp8sAAAAA0AAAAABLAETAAPABMAIwAnACsALwAzADcARwBLAE8AUwBXAAATITIWFREUBiMhIiY1ETQ2FxUzNSkBIgYVERQWMyEyNjURNCYzFTM1BRUzNSEVMzUFFTM1IRUzNQchIgYVERQWMyEyNjURNCYFFTM1IRUzNQUVMzUhFTM1GQR%2BCg8PCvuCCg8PVWQCo%2F3aCg8PCgImCg8Pc2T8GGQDIGT8GGQDIGTh%2FdoKDw8KAiYKDw%2F872QDIGT8GGQDIGQETA8K%2B%2BYKDw8KBBoKD2RkZA8K%2FqIKDw8KAV4KD2RkyGRkZGTIZGRkZGQPCv6iCg8PCgFeCg9kZGRkZMhkZGRkAAAEAAAAAARMBEwADwAfAC8APwAAEyEyFhURFAYjISImNRE0NikBMhYVERQGIyEiJjURNDYBITIWFREUBiMhIiY1ETQ2KQEyFhURFAYjISImNRE0NjIBkBUdHRX%2BcBUdHQJtAZAVHR0V%2FnAVHR39vQGQFR0dFf5wFR0dAm0BkBUdHRX%2BcBUdHQRMHRX%2BcBUdHRUBkBUdHRX%2BcBUdHRUBkBUd%2FagdFf5wFR0dFQGQFR0dFf5wFR0dFQGQFR0AAAkAAAAABEwETAAPAB8ALwA%2FAE8AXwBvAH8AjwAAEzMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYhMzIWHQEUBisBIiY9ATQ2ATMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYhMzIWHQEUBisBIiY9ATQ2ATMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYhMzIWHQEUBisBIiY9ATQ2MsgVHR0VyBUdHQGlyBUdHRXIFR0dAaXIFR0dFcgVHR389cgVHR0VyBUdHQGlyBUdHRXIFR0dAaXIFR0dFcgVHR389cgVHR0VyBUdHQGlyBUdHRXIFR0dAaXIFR0dFcgVHR0ETB0VyBUdHRXIFR0dFcgVHR0VyBUdHRXIFR0dFcgVHf5wHRXIFR0dFcgVHR0VyBUdHRXIFR0dFcgVHR0VyBUd%2FnAdFcgVHR0VyBUdHRXIFR0dFcgVHR0VyBUdHRXIFR0ABgAAAAAEsARMAA8AHwAvAD8ATwBfAAATMzIWHQEUBisBIiY9ATQ2KQEyFh0BFAYjISImPQE0NgEzMhYdARQGKwEiJj0BNDYpATIWHQEUBiMhIiY9ATQ2ATMyFh0BFAYrASImPQE0NikBMhYdARQGIyEiJj0BNDYyyBUdHRXIFR0dAaUCvBUdHRX9RBUdHf6FyBUdHRXIFR0dAaUCvBUdHRX9RBUdHf6FyBUdHRXIFR0dAaUCvBUdHRX9RBUdHQRMHRXIFR0dFcgVHR0VyBUdHRXIFR3%2BcB0VyBUdHRXIFR0dFcgVHR0VyBUd%2FnAdFcgVHR0VyBUdHRXIFR0dFcgVHQAAAAABACYALAToBCAAFwAACQE2Mh8BFhQHAQYiJwEmND8BNjIfARYyAdECOwgUB7EICPzxBxUH%2FoAICLEHFAirBxYB3QI7CAixBxQI%2FPAICAGACBQHsQgIqwcAAQBuAG4EQgRCACMAAAEXFhQHCQEWFA8BBiInCQEGIi8BJjQ3CQEmND8BNjIXCQE2MgOIsggI%2FvUBCwgIsggVB%2F70%2FvQHFQiyCAgBC%2F71CAiyCBUHAQwBDAcVBDuzCBUH%2FvT%2B9AcVCLIICAEL%2FvUICLIIFQcBDAEMBxUIsggI%2FvUBDAcAAwAX%2F%2BsExQSZABkAJQBJAAAAMh4CFRQHARYUDwEGIicBBiMiLgI0PgEEIg4BFB4BMj4BNCYFMzIWHQEzMhYdARQGKwEVFAYrASImPQEjIiY9ATQ2OwE1NDYBmcSzgk1OASwICG0HFQj%2B1HeOYrSBTU2BAW%2BzmFhYmLOZWFj%2BvJYKD0sKDw8KSw8KlgoPSwoPDwpLDwSZTYKzYo15%2FtUIFQhsCAgBK01NgbTEs4JNWJmzmFhYmLOZIw8KSw8KlgoPSwoPDwpLDwqWCg9LCg8AAAMAF%2F%2FrBMUEmQAZACUANQAAADIeAhUUBwEWFA8BBiInAQYjIi4CND4BBCIOARQeATI%2BATQmBSEyFh0BFAYjISImPQE0NgGZxLOCTU4BLAgIbQcVCP7Ud45itIFNTYEBb7OYWFiYs5lYWP5YAV4KDw8K%2FqIKDw8EmU2Cs2KNef7VCBUIbAgIAStNTYG0xLOCTViZs5hYWJizmYcPCpYKDw8KlgoPAAAAAAIAFwAXBJkEsAAPAC0AAAEzMhYVERQGKwEiJjURNDYFNRYSFRQOAiIuAjU0EjcVDgEVFB4BMj4BNTQmAiZkFR0dFWQVHR0BD6fSW5vW6tabW9KnZ3xyxejFcnwEsB0V%2FnAVHR0VAZAVHeGmPv7ZuHXWm1tbm9Z1uAEnPqY3yHh0xXJyxXR4yAAEAGQAAASwBLAADwAfAC8APwAAATMyFhURFAYrASImNRE0NgEzMhYVERQGKwEiJjURNDYBMzIWFREUBisBIiY1ETQ2BTMyFh0BFAYrASImPQE0NgQBlgoPDwqWCg8P%2Ft6WCg8PCpYKDw%2F%2B3pYKDw8KlgoPD%2F7elgoPDwqWCg8PBLAPCvuCCg8PCgR%2BCg%2F%2BcA8K%2FRIKDw8KAu4KD%2F7UDwr%2BPgoPDwoBwgoPyA8K%2BgoPDwr6Cg8AAAAAAgAaABsElgSWAEcATwAAATIfAhYfATcWFwcXFh8CFhUUDwIGDwEXBgcnBwYPAgYjIi8CJi8BByYnNycmLwImNTQ%2FAjY%2FASc2Nxc3Nj8CNhIiBhQWMjY0AlghKSYFMS0Fhj0rUAMZDgGYBQWYAQ8YA1AwOIYFLDIFJisfISkmBTEtBYY8LFADGQ0ClwYGlwINGQNQLzqFBS0xBSYreLJ%2BfrJ%2BBJYFmAEOGQJQMDmGBSwxBiYrHiIoJgYxLAWGPSxRAxkOApcFBZcCDhkDUTA5hgUtMAYmKiAhKCYGMC0Fhj0sUAIZDgGYBf6ZfrF%2BfrEABwBkAAAEsAUUABMAFwAhACUAKQAtADEAAAEhMhYdASEyFh0BITU0NjMhNTQ2FxUhNQERFAYjISImNREXETMRMxEzETMRMxEzETMRAfQBLCk7ARMKD%2Fu0DwoBEzspASwBLDsp%2FUQpO2RkZGRkZGRkBRQ7KWQPCktLCg9kKTtkZGT%2B1PzgKTs7KQMgZP1EArz9RAK8%2FUQCvP1EArwAAQAMAAAFCATRAB8AABMBNjIXARYGKwERFAYrASImNREhERQGKwEiJjURIyImEgJsCBUHAmAIBQqvDwr6Cg%2F%2B1A8K%2BgoPrwoFAmoCYAcH%2FaAICv3BCg8PCgF3%2FokKDw8KAj8KAAIAZAAAA%2BgEsAARABcAAAERFBYzIREUBiMhIiY1ETQ2MwEjIiY9AQJYOykBLB0V%2FOAVHR0VA1L6FR0EsP5wKTv9dhUdHRUETBUd%2FnAdFfoAAwAXABcEmQSZAA8AGwAwAAAAMh4CFA4CIi4CND4BBCIOARQeATI%2BATQmBTMyFhURMzIWHQEUBisBIiY1ETQ2AePq1ptbW5vW6tabW1ubAb%2FoxXJyxejFcnL%2BfDIKD68KDw8K%2BgoPDwSZW5vW6tabW1ub1urWmztyxejFcnLF6MUNDwr%2B7Q8KMgoPDwoBXgoPAAAAAAL%2FnAAABRQEsAALAA8AACkBAyMDIQEzAzMDMwEDMwMFFP3mKfIp%2FeYBr9EVohTQ%2Fp4b4BsBkP5wBLD%2B1AEs%2FnD%2B1AEsAAAAAAIAZAAABLAEsAAVAC8AAAEzMhYVETMyFgcBBiInASY2OwERNDYBMzIWFREUBiMhIiY1ETQ2OwEyFh0BITU0NgImyBUdvxQLDf65DSYN%2FrkNCxS%2FHQJUMgoPDwr75goPDwoyCg8DhA8EsB0V%2Fj4XEP5wEBABkBAXAcIVHfzgDwr%2BogoPDwoBXgoPDwqvrwoPAAMAFwAXBJkEmQAPABsAMQAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgUzMhYVETMyFgcDBiInAyY2OwERNDYB4%2BrWm1tbm9bq1ptbW5sBv%2BjFcnLF6MVycv58lgoPiRUKDd8NJg3fDQoViQ8EmVub1urWm1tbm9bq1ps7csXoxXJyxejFDQ8K%2Fu0XEP7tEBABExAXARMKDwAAAAMAFwAXBJkEmQAPABsAMQAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JiUTFgYrAREUBisBIiY1ESMiJjcTNjIB4%2BrWm1tbm9bq1ptbW5sBv%2BjFcnLF6MVycv7n3w0KFYkPCpYKD4kVCg3fDSYEmVub1urWm1tbm9bq1ps7csXoxXJyxejFAf7tEBf%2B7QoPDwoBExcQARMQAAAAAAIAAAAABLAEsAAZADkAABMhMhYXExYVERQGBwYjISImJyY1EzQ3Ez4BBSEiBgcDBhY7ATIWHwEeATsBMjY%2FAT4BOwEyNicDLgHhAu4KEwO6BwgFDBn7tAweAgYBB7kDEwKX%2FdQKEgJXAgwKlgoTAiYCEwr6ChMCJgITCpYKDAJXAhIEsA4K%2FXQYGf5XDB4CBggEDRkBqRkYAowKDsgOC%2F4%2BCw4OCpgKDg4KmAoODgsBwgsOAAMAFwAXBJkEmQAPABsAJwAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgUXFhQPAQYmNRE0NgHj6tabW1ub1urWm1tbmwG%2F6MVycsXoxXJy%2Fov9ERH9EBgYBJlbm9bq1ptbW5vW6tabO3LF6MVycsXoxV2%2BDCQMvgwLFQGQFQsAAQAXABcEmQSwACgAAAE3NhYVERQGIyEiJj8BJiMiDgEUHgEyPgE1MxQOAiIuAjQ%2BAjMyA7OHBwsPCv6WCwQHhW2BdMVycsXoxXKWW5vW6tabW1ub1nXABCSHBwQL%2FpYKDwsHhUxyxejFcnLFdHXWm1tbm9bq1ptbAAAAAAIAFwABBJkEsAAaADUAAAE3NhYVERQGIyEiJj8BJiMiDgEVIzQ%2BAjMyEzMUDgIjIicHBiY1ETQ2MyEyFg8BFjMyPgEDs4cHCw8L%2FpcLBAeGboF0xXKWW5vWdcDrllub1nXAnIYHCw8LAWgKBQiFboJ0xXIEJIcHBAv%2BlwsPCweGS3LFdHXWm1v9v3XWm1t2hggFCgFoCw8LB4VMcsUAAAAKAGQAAASwBLAADwAfAC8APwBPAF8AbwB%2FAI8AnwAAEyEyFhURFAYjISImNRE0NgUhIgYVERQWMyEyNjURNCYFMzIWHQEUBisBIiY9ATQ2MyEyFh0BFAYjISImPQE0NgczMhYdARQGKwEiJj0BNDYzITIWHQEUBiMhIiY9ATQ2BzMyFh0BFAYrASImPQE0NjMhMhYdARQGIyEiJj0BNDYHMzIWHQEUBisBIiY9ATQ2MyEyFh0BFAYjISImPQE0Nn0EGgoPDwr75goPDwPA%2FK4KDw8KA1IKDw%2F9CDIKDw8KMgoPD9IBwgoPDwr%2BPgoPD74yCg8PCjIKDw%2FSAcIKDw8K%2Fj4KDw%2B%2BMgoPDwoyCg8P0gHCCg8PCv4%2BCg8PvjIKDw8KMgoPD9IBwgoPDwr%2BPgoPDwSwDwr7ggoPDwoEfgoPyA8K%2FK4KDw8KA1IKD2QPCjIKDw8KMgoPDwoyCg8PCjIKD8gPCjIKDw8KMgoPDwoyCg8PCjIKD8gPCjIKDw8KMgoPDwoyCg8PCjIKD8gPCjIKDw8KMgoPDwoyCg8PCjIKDwAAAAACAAAAAARMBLAAGQAjAAABNTQmIyEiBh0BIyIGFREUFjMhMjY1ETQmIyE1NDY7ATIWHQEDhHVT%2FtRSdmQpOzspA4QpOzsp%2FageFMgUHgMgyFN1dlLIOyn9qCk7OykCWCk7lhUdHRWWAAIAZAAABEwETAAJADcAABMzMhYVESMRNDYFMhcWFREUBw4DIyIuAScuAiMiBwYjIicmNRE%2BATc2HgMXHgIzMjc2fTIKD2QPA8AEBRADIUNAMRwaPyonKSxHHlVLBwgGBQ4WeDsXKC4TOQQpLUUdZ1AHBEwPCvvNBDMKDzACBhH%2BWwYGO1AkDQ0ODg8PDzkFAwcPAbY3VwMCAwsGFAEODg5XCAAAAwAAAAAEsASXACEAMQBBAAAAMh4CFREUBisBIiY1ETQuASAOARURFAYrASImNRE0PgEDMzIWFREUBisBIiY1ETQ2ITMyFhURFAYrASImNRE0NgHk6N6jYw8KMgoPjeT%2B%2BuSNDwoyCg9joyqgCAwMCKAIDAwCYKAIDAwIoAgMDASXY6PedP7UCg8PCgEsf9FyctF%2F%2FtQKDw8KASx03qP9wAwI%2FjQIDAwIAcwIDAwI%2FjQIDAwIAcwIDAAAAAACAAAA0wRHA90AFQA5AAABJTYWFREUBiclJisBIiY1ETQ2OwEyBTc2Mh8BFhQPARcWFA8BBiIvAQcGIi8BJjQ%2FAScmND8BNjIXAUEBAgkMDAn%2B%2FhUZ%2BgoPDwr6GQJYeAcUByIHB3h4BwciBxQHeHgHFAciBwd3dwcHIgcUBwMurAYHCv0SCgcGrA4PCgFeCg%2BEeAcHIgcUB3h4BxQHIgcHd3cHByIHFAd4eAcUByIICAAAAAACAAAA0wNyA90AFQAvAAABJTYWFREUBiclJisBIiY1ETQ2OwEyJTMWFxYVFAcGDwEiLwEuATc2NTQnJjY%2FATYBQQECCQwMCf7%2BFRn6Cg8PCvoZAdIECgZgWgYLAwkHHQcDBkhOBgMIHQcDLqwGBwr9EgoHBqwODwoBXgoPZAEJgaGafwkBAQYXBxMIZ36EaggUBxYFAAAAAAMAAADEBGID7AAbADEASwAAATMWFxYVFAYHBgcjIi8BLgE3NjU0JicmNj8BNgUlNhYVERQGJyUmKwEiJjURNDY7ATIlMxYXFhUUBwYPASIvAS4BNzY1NCcmNj8BNgPHAwsGh0RABwoDCQcqCAIGbzs3BgIJKgf9ggECCQwMCf7%2BFRn6Cg8PCvoZAdIECgZgWgYLAwkHHQcDBkhOBgMIHQcD7AEJs9lpy1QJAQYiBhQIlrJarEcJFAYhBb6sBgcK%2FRIKBwasDg8KAV4KD2QBCYGhmn8JAQEGFwcTCGd%2BhGoIFQYWBQAAAAANAAAAAASwBLAACQAVABkAHQAhACUALQA7AD8AQwBHAEsATwAAATMVIxUhFSMRIQEjFTMVIREjESM1IQURIREhESERBSM1MwUjNTMBMxEhETM1MwEzFSMVIzUjNTM1IzUhBREhEQcjNTMFIzUzASM1MwUhNSEB9GRk%2FnBkAfQCvMjI%2FtTIZAJY%2B7QBLAGQASz84GRkArxkZP1EyP4MyGQB9MhkyGRkyAEs%2FUQBLGRkZAOEZGT%2BDGRkAfT%2B1AEsA4RkZGQCWP4MZMgBLAEsyGT%2B1AEs%2FtQBLMhkZGT%2BDP4MAfRk%2FtRkZGRkyGTI%2FtQBLMhkZGT%2B1GRkZAAAAAAJAAAAAASwBLAAAwAHAAsADwATABcAGwAfACMAADcjETMTIxEzASMRMxMjETMBIxEzASE1IRcjNTMXIzUzBSM1M2RkZMhkZAGQyMjIZGQBLMjI%2FOD%2B1AEsyGRkyGRkASzIyMgD6PwYA%2Bj8GAPo%2FBgD6PwYA%2Bj7UGRkW1tbW1sAAAIAAAAKBKYEsAANABUAAAkBFhQHAQYiJwETNDYzBCYiBhQWMjYB9AKqCAj%2BMAgUCP1WAQ8KAUM7Uzs7UzsEsP1WCBQI%2FjAICAKqAdsKD807O1Q7OwAAAAADAAAACgXSBLAADQAZACEAAAkBFhQHAQYiJwETNDYzIQEWFAcBBiIvAQkBBCYiBhQWMjYB9AKqCAj%2BMAgUCP1WAQ8KAwYCqggI%2FjAIFAg4Aaj9RP7TO1M7O1M7BLD9VggUCP4wCAgCqgHbCg%2F9VggUCP4wCAg4AaoCvM07O1Q7OwAAAAABAGQAAASwBLAAJgAAASEyFREUDwEGJjURNCYjISIPAQYWMyEyFhURFAYjISImNRE0PwE2ASwDOUsSQAgKDwr9RBkSQAgFCgK8Cg8PCvyuCg8SixIEsEv8fBkSQAgFCgO2Cg8SQAgKDwr8SgoPDwoDzxkSixIAAAABAMj%2F%2FwRMBLAACgAAEyEyFhURCQERNDb6AyAVHf4%2B%2Fj4dBLAdFfuCAbz%2BQwR%2FFR0AAAAAAwAAAAAEsASwABUARQBVAAABISIGBwMGHwEeATMhMjY%2FATYnAy4BASMiBg8BDgEjISImLwEuASsBIgYVERQWOwEyNj0BNDYzITIWHQEUFjsBMjY1ETQmASEiBg8BBhYzITI2LwEuAQM2%2FkQLEAFOBw45BhcKAcIKFwY%2BDgdTARABVpYKFgROBBYK%2FdoKFgROBBYKlgoPDwqWCg8PCgLuCg8PCpYKDw%2F%2Bsf4MChMCJgILCgJYCgsCJgITBLAPCv7TGBVsCQwMCWwVGAEtCg%2F%2BcA0JnAkNDQmcCQ0PCv12Cg8PCpYKDw8KlgoPDwoCigoP%2FagOCpgKDg4KmAoOAAAAAAQAAABkBLAETAAdACEAKQAxAAABMzIeAh8BMzIWFREUBiMhIiY1ETQ2OwE%2BBAEVMzUEIgYUFjI2NCQyFhQGIiY0AfTIOF00JAcGlik7Oyn8GCk7OymWAgknM10ByGT%2Bz76Hh76H%2Fu9WPDxWPARMKTs7FRQ7Kf2oKTs7KQJYKTsIG0U1K%2F7UZGRGh76Hh74IPFY8PFYAAAAAAgA1AAAEsASvACAAIwAACQEWFx4BHwEVITUyNi8BIQYHBh4CMxUhNTY3PgE%2FAQEDIQMCqQGBFCgSJQkK%2Fl81LBFS%2Fnk6IgsJKjIe%2FpM4HAwaBwcBj6wBVKIEr%2FwaMioTFQECQkJXLd6RWSIuHAxCQhgcDCUNDQPu%2FVoByQAAAAADAGQAAAPwBLAAJwAyADsAAAEeBhUUDgMjITU%2BATURNC4EJzUFMh4CFRQOAgclMzI2NTQuAisBETMyNjU0JisBAvEFEzUwOyodN1htbDD%2BDCk7AQYLFyEaAdc5dWM%2BHy0tEP6Pi05pESpTPnbYUFJ9Xp8CgQEHGB0zOlIuQ3VONxpZBzMoAzsYFBwLEAkHRwEpSXNDM1s6KwkxYUopOzQb%2FK5lUFqBAAABAMgAAANvBLAAGQAAARcOAQcDBhYXFSE1NjcTNjQuBCcmJzUDbQJTQgeECSxK%2Fgy6Dq0DAw8MHxUXDQYEsDkTNSj8uTEoBmFhEFIDQBEaExAJCwYHAwI5AAAAAAL%2FtQAABRQEsAAlAC8AAAEjNC4FKwERFBYfARUhNTI%2BAzURIyIOBRUjESEFIxEzByczESM3BRQyCAsZEyYYGcgyGRn%2BcAQOIhoWyBkYJhMZCwgyA%2Bj7m0tLfX1LS30DhBUgFQ4IAwH8rhYZAQJkZAEFCRUOA1IBAwgOFSAVASzI%2FOCnpwMgpwACACH%2FtQSPBLAAJQAvAAABIzQuBSsBERQWHwEVITUyPgM1ESMiDgUVIxEhEwc1IRUnNxUhNQRMMggLGRMmGBnIMhkZ%2FnAEDiIaFsgZGCYTGQsIMgPoQ6f84KenAyADhBUgFQ4IAwH9dhYZAQJkZAEFCRUOAooBAwgOFSAVASz7gn1LS319S0sABAAAAAAEsARMAA8AHwAvAD8AABMhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2EyEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYyAlgVHR0V%2FagVHR0VA%2BgVHR0V%2FBgVHR0VAyAVHR0V%2FOAVHR0VBEwVHR0V%2B7QVHR0ETB0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0ABAAAAAAEsARMAA8AHwAvAD8AABMhMhYdARQGIyEiJj0BNDYDITIWHQEUBiMhIiY9ATQ2EyEyFh0BFAYjISImPQE0NgMhMhYdARQGIyEiJj0BNDb6ArwVHR0V%2FUQVHR2zBEwVHR0V%2B7QVHR3dArwVHR0V%2FUQVHR2zBEwVHR0V%2B7QVHR0ETB0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0ABAAAAAAEsARMAA8AHwAvAD8AAAE1NDYzITIWHQEUBiMhIiYBNTQ2MyEyFh0BFAYjISImEzU0NjMhMhYdARQGIyEiJgE1NDYzITIWHQEUBiMhIiYB9B0VAlgVHR0V%2FagVHf5wHRUD6BUdHRX8GBUdyB0VAyAVHR0V%2FOAVHf7UHRUETBUdHRX7tBUdA7ZkFR0dFWQVHR3%2B6WQVHR0VZBUdHf7pZBUdHRVkFR0d%2FulkFR0dFWQVHR0AAAQAAAAABLAETAAPAB8ALwA%2FAAATITIWHQEUBiMhIiY9ATQ2EyEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2MgRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dFQRMFR0dFfu0FR0dBEwdFWQVHR0VZBUd%2FtQdFWQVHR0VZBUd%2FtQdFWQVHR0VZBUd%2FtQdFWQVHR0VZBUdAAgAAAAABLAETAAPAB8ALwA%2FAE8AXwBvAH8AABMzMhYdARQGKwEiJj0BNDYpATIWHQEUBiMhIiY9ATQ2ATMyFh0BFAYrASImPQE0NikBMhYdARQGIyEiJj0BNDYBMzIWHQEUBisBIiY9ATQ2KQEyFh0BFAYjISImPQE0NgEzMhYdARQGKwEiJj0BNDYpATIWHQEUBiMhIiY9ATQ2MmQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR3%2B6WQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR3%2B6WQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR3%2B6WQVHR0VZBUdHQFBAyAVHR0V%2FOAVHR0ETB0VZBUdHRVkFR0dFWQVHR0VZBUd%2FtQdFWQVHR0VZBUdHRVkFR0dFWQVHf7UHRVkFR0dFWQVHR0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0dFWQVHR0VZBUdAAAG%2F5wAAASwBEwAAwATACMAKgA6AEoAACEjETsCMhYdARQGKwEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2BQc1IzUzNQUhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2AZBkZJZkFR0dFWQVHR0VAfQVHR0V%2FgwVHR3%2B%2BqfIyAHCASwVHR0V%2FtQVHR0VAlgVHR0V%2FagVHR0ETB0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR36fUtkS68dFWQVHR0VZBUd%2FtQdFWQVHR0VZBUdAAAABgAAAAAFFARMAA8AEwAjACoAOgBKAAATMzIWHQEUBisBIiY9ATQ2ASMRMwEhMhYdARQGIyEiJj0BNDYFMxUjFSc3BSEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYyZBUdHRVkFR0dA2dkZPyuAfQVHR0V%2FgwVHR0EL8jIp6f75gEsFR0dFf7UFR0dFQJYFR0dFf2oFR0dBEwdFWQVHR0VZBUd%2B7QETP7UHRVkFR0dFWQVHchkS319rx0VZBUdHRVkFR3%2B1B0VZBUdHRVkFR0AAAAAAgAAAMgEsAPoAA8AEgAAEyEyFhURFAYjISImNRE0NgkCSwLuHywsH%2F0SHywsBIT%2B1AEsA%2BgsH%2F12HywsHwKKHyz9RAEsASwAAwAAAAAEsARMAA8AFwAfAAATITIWFREUBiMhIiY1ETQ2FxE3BScBExEEMhYUBiImNCwEWBIaGhL7qBIaGkr3ASpKASXs%2FNJwTk5wTgRMGhL8DBIaGhID9BIaZP0ftoOcAT7%2B4AH0dE5vT09vAAAAAAIA2wAFBDYEkQAWAB4AAAEyHgEVFAcOAQ8BLgQnJjU0PgIWIgYUFjI2NAKIdcZzRkWyNjYJIV5YbSk8RHOft7eCgreCBJF4ynVzj23pPz4IIWZomEiEdVijeUjDgriBgbgAAAACABcAFwSZBJkADwAXAAAAMh4CFA4CIi4CND4BAREiDgEUHgEB4%2BrWm1tbm9bq1ptbW5sBS3TFcnLFBJlbm9bq1ptbW5vW6tab%2FG8DVnLF6MVyAAACAHUAAwPfBQ8AGgA1AAABHgYVFA4DBy4DNTQ%2BBQMOAhceBBcWNj8BNiYnLgInJjc2IyYCKhVJT1dOPiUzVnB9P1SbfEokP0xXUEm8FykoAwEbITEcExUWAgYCCQkFEikMGiACCAgFD0iPdXdzdYdFR4BeRiYEBTpjl1lFh3ZzeHaQ%2Ff4hS4I6JUEnIw4IBwwQIgoYBwQQQSlZtgsBAAAAAwAAAAAEywRsAAwAKgAvAAABNz4CHgEXHgEPAiUhMhcHISIGFREUFjMhMjY9ATcRFAYjISImNRE0NgkBBzcBA%2BhsAgYUFR0OFgoFBmz9BQGQMje7%2FpApOzspAfQpO8i7o%2F5wpbm5Azj%2BlqE3AWMD9XMBAgIEDw4WKgsKc8gNuzsp%2FgwpOzsptsj%2BtKW5uaUBkKW5%2Ftf%2BljKqAWMAAgAAAAAEkwRMABsANgAAASEGByMiBhURFBYzITI2NTcVFAYjISImNRE0NgUBFhQHAQYmJzUmDgMHPgY3NT4BAV4BaaQ0wyk7OykB9Ck7yLml%2FnClubkCfwFTCAj%2BrAcLARo5ZFRYGgouOUlARioTAQsETJI2Oyn%2BDCk7OymZZ6W5uaUBkKW5G%2F7TBxUH%2Fs4GBAnLAQINFjAhO2JBNB0UBwHSCgUAAAAAAgAAAAAEnQRMAB0ANQAAASEyFwchIgYVERQWMyEyNj0BNxUUBiMhIiY1ETQ2CQE2Mh8BFhQHAQYiLwEmND8BNjIfARYyAV4BXjxDsv6jKTs7KQH0KTvIuaX%2BcKW5uQHKAYsHFQdlBwf97QcVB%2FgHB2UHFQdvCBQETBexOyn%2BDCk7OylFyNulubmlAZCluf4zAYsHB2UHFQf97AcH%2BAcVB2UHB28HAAAAAQAKAAoEpgSmADsAAAkBNjIXARYGKwEVMzU0NhcBFhQHAQYmPQEjFTMyFgcBBiInASY2OwE1IxUUBicBJjQ3ATYWHQEzNSMiJgE%2BAQgIFAgBBAcFCqrICggBCAgI%2FvgICsiqCgUH%2FvwIFAj%2B%2BAgFCq%2FICgj%2B%2BAgIAQgICsivCgUDlgEICAj%2B%2BAgKyK0KBAf%2B%2FAcVB%2F73BwQKrcgKCP74CAgBCAgKyK0KBAcBCQcVBwEEBwQKrcgKAAEAyAAAA4QETAAZAAATMzIWFREBNhYVERQGJwERFAYrASImNRE0NvpkFR0B0A8VFQ%2F%2BMB0VZBUdHQRMHRX%2BSgHFDggV%2FBgVCA4Bxf5KFR0dFQPoFR0AAAABAAAAAASwBEwAIwAAEzMyFhURATYWFREBNhYVERQGJwERFAYnAREUBisBIiY1ETQ2MmQVHQHQDxUB0A8VFQ%2F%2BMBUP%2FjAdFWQVHR0ETB0V%2FkoBxQ4IFf5KAcUOCBX8GBUIDgHF%2FkoVCA4Bxf5KFR0dFQPoFR0AAAABAJ0AGQSwBDMAFQAAAREUBicBERQGJwEmNDcBNhYVEQE2FgSwFQ%2F%2BMBUP%2FhQPDwHsDxUB0A8VBBr8GBUIDgHF%2FkoVCA4B4A4qDgHgDggV%2FkoBxQ4IAAAAAQDIABYEMwQ2AAsAABMBFhQHAQYmNRE0NvMDLhIS%2FNISGRkEMv4OCx4L%2Fg4LDhUD6BUOAAIAyABkA4QD6AAPAB8AABMzMhYVERQGKwEiJjURNDYhMzIWFREUBisBIiY1ETQ2%2BsgVHR0VyBUdHQGlyBUdHRXIFR0dA%2BgdFfzgFR0dFQMgFR0dFfzgFR0dFQMgFR0AAAEAyABkBEwD6AAPAAABERQGIyEiJjURNDYzITIWBEwdFfzgFR0dFQMgFR0DtvzgFR0dFQMgFR0dAAAAAAEAAAAZBBMEMwAVAAABETQ2FwEWFAcBBiY1EQEGJjURNDYXAfQVDwHsDw%2F%2BFA8V%2FjAPFRUPAmQBthUIDv4gDioO%2FiAOCBUBtv47DggVA%2BgVCA4AAAH%2F%2FgACBLMETwAjAAABNzIWFRMUBiMHIiY1AwEGJjUDAQYmNQM0NhcBAzQ2FwEDNDYEGGQUHgUdFWQVHQL%2BMQ4VAv4yDxUFFQ8B0gIVDwHSAh0ETgEdFfwYFR0BHRUBtf46DwkVAbX%2BOQ4JFAPoFQkP%2Fj4BthQJDv49AbYVHQAAAQEsAAAD6ARMABkAAAEzMhYVERQGKwEiJjURAQYmNRE0NhcBETQ2A1JkFR0dFWQVHf4wDxUVDwHQHQRMHRX8GBUdHRUBtv47DggVA%2BgVCA7%2BOwG2FR0AAAIAZADIBLAESAALABsAAAkBFgYjISImNwE2MgEhMhYdARQGIyEiJj0BNDYCrgH1DwkW%2B%2B4WCQ8B9Q8q%2FfcD6BUdHRX8GBUdHQQ5%2FeQPFhYPAhwP%2FUgdFWQVHR0VZBUdAAEAiP%2F8A3UESgAFAAAJAgcJAQN1%2FqABYMX92AIoA4T%2Bn%2F6fxgIoAiYAAAAAAQE7%2F%2FwEKARKAAUAAAkBJwkBNwQo%2FdnGAWH%2Bn8YCI%2F3ZxgFhAWHGAAIAFwAXBJkEmQAPADMAAAAyHgIUDgIiLgI0PgEFIyIGHQEjIgYdARQWOwEVFBY7ATI2PQEzMjY9ATQmKwE1NCYB4%2BrWm1tbm9bq1ptbW5sBfWQVHZYVHR0Vlh0VZBUdlhUdHRWWHQSZW5vW6tabW1ub1urWm7odFZYdFWQVHZYVHR0Vlh0VZBUdlhUdAAAAAAIAFwAXBJkEmQAPAB8AAAAyHgIUDgIiLgI0PgEBISIGHQEUFjMhMjY9ATQmAePq1ptbW5vW6tabW1ubAkX%2BDBUdHRUB9BUdHQSZW5vW6tabW1ub1urWm%2F5%2BHRVkFR0dFWQVHQACABcAFwSZBJkADwAzAAAAMh4CFA4CIi4CND4BBCIPAScmIg8BBhQfAQcGFB8BFjI%2FARcWMj8BNjQvATc2NC8BAePq1ptbW5vW6tabW1ubAeUZCXh4CRkJjQkJeHgJCY0JGQl4eAkZCY0JCXh4CQmNBJlbm9bq1ptbW5vW6tabrQl4eAkJjQkZCXh4CRkJjQkJeHgJCY0JGQl4eAkZCY0AAgAXABcEmQSZAA8AJAAAADIeAhQOAiIuAjQ%2BAQEnJiIPAQYUHwEWMjcBNjQvASYiBwHj6tabW1ub1urWm1tbmwEVVAcVCIsHB%2FIHFQcBdwcHiwcVBwSZW5vW6tabW1ub1urWm%2F4xVQcHiwgUCPEICAF3BxUIiwcHAAAAAAMAFwAXBJkEmQAPADsASwAAADIeAhQOAiIuAjQ%2BAQUiDgMVFDsBFjc%2BATMyFhUUBgciDgUHBhY7ATI%2BAzU0LgMTIyIGHQEUFjsBMjY9ATQmAePq1ptbW5vW6tabW1ubAT8dPEIyIRSDHgUGHR8UFw4TARkOGhITDAIBDQ6tBx4oIxgiM0Q8OpYKDw8KlgoPDwSZW5vW6tabW1ub1urWm5ELHi9PMhkFEBQQFRIXFgcIBw4UHCoZCBEQKDhcNi9IKhsJ%2FeMPCpYKDw8KlgoPAAADABcAFwSZBJkADwAfAD4AAAAyHgIUDgIiLgI0PgEFIyIGHQEUFjsBMjY9ATQmAyMiBh0BFBY7ARUjIgYdARQWMyEyNj0BNCYrARE0JgHj6tabW1ub1urWm1tbmwGWlgoPDwqWCg8PCvoKDw8KS0sKDw8KAV4KDw8KSw8EmVub1urWm1tbm9bq1ptWDwqWCg8PCpYKD%2F7UDwoyCg%2FIDwoyCg8PCjIKDwETCg8AAgAAAAAEsASwAC8AXwAAATMyFh0BHgEXMzIWHQEUBisBDgEHFRQGKwEiJj0BLgEnIyImPQE0NjsBPgE3NTQ2ExUUBisBIiY9AQ4BBzMyFh0BFAYrAR4BFzU0NjsBMhYdAT4BNyMiJj0BNDY7AS4BAg2WCg9nlxvCCg8PCsIbl2cPCpYKD2eXG8IKDw8KwhuXZw%2B5DwqWCg9EZheoCg8PCqgXZkQPCpYKD0RmF6gKDw8KqBdmBLAPCsIbl2cPCpYKD2eXG8IKDw8KwhuXZw8KlgoPZ5cbwgoP%2Fs2oCg8PCqgXZkQPCpYKD0RmF6gKDw8KqBdmRA8KlgoPRGYAAwAXABcEmQSZAA8AGwA%2FAAAAMh4CFA4CIi4CND4BBCIOARQeATI%2BATQmBxcWFA8BFxYUDwEGIi8BBwYiLwEmND8BJyY0PwE2Mh8BNzYyAePq1ptbW5vW6tabW1ubAb%2FoxXJyxejFcnKaQAcHfHwHB0AHFQd8fAcVB0AHB3x8BwdABxUHfHwHFQSZW5vW6tabW1ub1urWmztyxejFcnLF6MVaQAcVB3x8BxUHQAcHfHwHB0AHFQd8fAcVB0AHB3x8BwAAAAMAFwAXBJkEmQAPABsAMAAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgcXFhQHAQYiLwEmND8BNjIfATc2MgHj6tabW1ub1urWm1tbmwG%2F6MVycsXoxXJyg2oHB%2F7ACBQIyggIagcVB0%2FFBxUEmVub1urWm1tbm9bq1ps7csXoxXJyxejFfWoHFQf%2BvwcHywcVB2oICE%2FFBwAAAAMAFwAXBJkEmQAPABgAIQAAADIeAhQOAiIuAjQ%2BAQUiDgEVFBcBJhcBFjMyPgE1NAHj6tabW1ub1urWm1tbmwFLdMVyQQJLafX9uGhzdMVyBJlbm9bq1ptbW5vW6tabO3LFdHhpAktB0P24PnLFdHMAAAAAAQAXAFMEsAP5ABUAABMBNhYVESEyFh0BFAYjIREUBicBJjQnAgoQFwImFR0dFf3aFxD99hACRgGrDQoV%2Ft0dFcgVHf7dFQoNAasNJgAAAAABAAAAUwSZA%2FkAFQAACQEWFAcBBiY1ESEiJj0BNDYzIRE0NgJ%2FAgoQEP32EBf92hUdHRUCJhcD8f5VDSYN%2FlUNChUBIx0VyBUdASMVCgAAAAEAtwAABF0EmQAVAAAJARYGIyERFAYrASImNREhIiY3ATYyAqoBqw0KFf7dHRXIFR3%2B3RUKDQGrDSYEif32EBf92hUdHRUCJhcQAgoQAAAAAQC3ABcEXQSwABUAAAEzMhYVESEyFgcBBiInASY2MyERNDYCJsgVHQEjFQoN%2FlUNJg3%2BVQ0KFQEjHQSwHRX92hcQ%2FfYQEAIKEBcCJhUdAAABAAAAtwSZBF0AFwAACQEWFAcBBiY1EQ4DBz4ENxE0NgJ%2FAgoQEP32EBdesKWBJAUsW4fHfhcEVf5VDSYN%2FlUNChUBIwIkRHVNabGdcUYHAQYVCgACAAAAAASwBLAAFQArAAABITIWFREUBi8BBwYiLwEmND8BJyY2ASEiJjURNDYfATc2Mh8BFhQPARcWBgNSASwVHRUOXvkIFAhqBwf5Xg4I%2FiH%2B1BUdFQ5e%2BQgUCGoHB%2FleDggEsB0V%2FtQVCA5e%2BQcHaggUCPleDhX7UB0VASwVCA5e%2BQcHaggUCPleDhUAAAACAEkASQRnBGcAFQArAAABFxYUDwEXFgYjISImNRE0Nh8BNzYyASEyFhURFAYvAQcGIi8BJjQ%2FAScmNgP2agcH%2BV4OCBX%2B1BUdFQ5e%2BQgU%2FQwBLBUdFQ5e%2BQgUCGoHB%2FleDggEYGoIFAj5Xg4VHRUBLBUIDl75B%2F3xHRX%2B1BUIDl75BwdqCBQI%2BV4OFQAAAAADABcAFwSZBJkADwAfAC8AAAAyHgIUDgIiLgI0PgEFIyIGFxMeATsBMjY3EzYmAyMiBh0BFBY7ATI2PQE0JgHj6tabW1ub1urWm1tbmwGz0BQYBDoEIxQ2FCMEOgQYMZYKDw8KlgoPDwSZW5vW6tabW1ub1urWm7odFP7SFB0dFAEuFB3%2BDA8KlgoPDwqWCg8AAAAABQAAAAAEsASwAEkAVQBhAGgAbwAAATIWHwEWHwEWFxY3Nj8BNjc2MzIWHwEWHwIeATsBMhYdARQGKwEiBh0BIREjESE1NCYrASImPQE0NjsBMjY1ND8BNjc%2BBAUHBhY7ATI2LwEuAQUnJgYPAQYWOwEyNhMhIiY1ESkBERQGIyERAQQJFAUFFhbEFQ8dCAsmxBYXERUXMA0NDgQZCAEPCj0KDw8KMgoP%2FnDI%2FnAPCjIKDw8KPQsOCRkFDgIGFRYfAp2mBwQK2woKAzMDEP41sQgQAzMDCgrnCwMe%2FokKDwGQAlgPCv6JBLAEAgIKDXYNCxUJDRZ2DQoHIREQFRh7LAkLDwoyCg8PCq8BLP7UrwoPDwoyCg8GBQQwgBkUAwgWEQ55ogcKDgqVCgSqnQcECo8KDgr8cg8KAXf%2BiQoPAZAAAAAAAgAAAAwErwSmACsASQAAATYWFQYCDgQuAScmByYOAQ8BBiY1NDc%2BATc%2BAScuAT4BNz4GFyYGBw4BDwEOBAcOARY2Nz4CNz4DNz4BBI0IGgItQmxhi2KORDg9EQQRMxuZGhYqCFUYEyADCQIQOjEnUmFch3vAJQgdHyaiPT44XHRZUhcYDhItIRmKcVtGYWtbKRYEBKYDEwiy%2Ft3IlVgxEQgLCwwBAQIbG5kYEyJAJghKFRE8Hzdff4U%2FM0o1JSMbL0QJGCYvcSEhHjZST2c1ODwEJygeW0AxJUBff1UyFAABAF0AHgRyBM8ATwAAAQ4BHgQXLgc%2BATceAwYHDgQHBicmNzY3PgQuAScWDgMmJy4BJyY%2BBDcGHgM3PgEuAicmPgMCjScfCic4R0IgBBsKGAoQAwEJEg5gikggBhANPkpTPhZINx8SBgsNJysiCRZOQQoVNU1bYC9QZwICBAUWITsoCAYdJzIYHw8YIiYHDyJJYlkEz0OAZVxEOSQMBzgXOB42IzElKRIqg5Gnl0o3Z0c6IAYWCwYNAwQFIDhHXGF1OWiqb0sdBxUknF0XNTQ8PEUiNWNROBYJDS5AQVUhVZloUSkAAAAAA%2F%2FcAGoE1ARGABsAPwBRAAAAMh4FFA4FIi4FND4EBSYGFxYVFAYiJjU0NzYmBwYHDgEXHgQyPgM3NiYnJgUHDgEXFhcWNj8BNiYnJicuAQIGpJ17bk85HBw6T257naKde25POhwcOU9uewIPDwYIGbD4sBcIBw5GWg0ECxYyWl%2BDiINfWjIWCwQMWv3%2FIw8JCSU4EC0OIw4DDywtCyIERi1JXGJcSSpJXGJcSS0tSVxiXEkqSVxiXEncDwYTOT58sLB8OzcTBg9FcxAxEiRGXkQxMEVeRSQSMRF1HiQPLxJEMA0EDyIPJQ8sSRIEAAAABP%2FcAAAE1ASwABQAJwA7AEwAACEjNy4ENTQ%2BBTMyFzczEzceARUUDgMHNz4BNzYmJyYlBgcOARceBBc3LgE1NDc2JhcHDgEXFhcWNj8CJyYnLgECUJQfW6l2WSwcOU9ue51SPUEglCYvbIknUGqYUi5NdiYLBAw2%2FVFGWg0ECxIqSExoNSlrjxcIB3wjDwkJJTgQLQ4MFgMsLQsieBRhdHpiGxVJXGJcSS0Pef5StVXWNBpacm5jGq0xiD8SMRFGckVzEDESHjxRQTkNmhKnbjs3EwZwJA8vEkQwDQQPC1YELEkSBAAAAAP%2FngAABRIEqwALABgAKAAAJwE2FhcBFgYjISImJSE1NDY7ATIWHQEhAQczMhYPAQ4BKwEiJi8BJjZaAoIUOBQCghUbJfryJRsBCgFZDwqWCg8BWf5DaNAUGAQ6BCMUNhQjBDoEGGQEKh8FIfvgIEdEhEsKDw8KSwLT3x0U%2FBQdHRT8FB0AAAABAGQAFQSwBLAAKAAAADIWFREBHgEdARQGJyURFh0BFAYvAQcGJj0BNDcRBQYmPQE0NjcBETQCTHxYAWsPFhgR%2FplkGhPNzRMaZP6ZERgWDwFrBLBYPv6t%2FrsOMRQpFA0M%2Bf75XRRAFRAJgIAJEBVAFF0BB%2FkMDRQpFDEOAUUBUz4AAAARAAAAAARMBLAAHQAnACsALwAzADcAOwA%2FAEMARwBLAE8AUwBXAFsAXwBjAAABMzIWHQEzMhYdASE1NDY7ATU0NjsBMhYdASE1NDYBERQGIyEiJjURFxUzNTMVMzUzFTM1MxUzNTMVMzUFFTM1MxUzNTMVMzUzFTM1MxUzNQUVMzUzFTM1MxUzNTMVMzUzFTM1A1JkFR0yFR37tB0VMh0VZBUdAfQdAQ8dFfwYFR1kZGRkZGRkZGRk%2FHxkZGRkZGRkZGT8fGRkZGRkZGRkZASwHRUyHRWWlhUdMhUdHRUyMhUd%2FnD9EhUdHRUC7shkZGRkZGRkZGRkyGRkZGRkZGRkZGTIZGRkZGRkZGRkZAAAAAMAAAAZBXcElwAZACUANwAAARcWFA8BBiY9ASMBISImPQE0NjsBATM1NDYBBycjIiY9ATQ2MyEBFxYUDwEGJj0BIyc3FzM1NDYEb%2FkPD%2FkOFZ%2F9qP7dFR0dFdECWPEV%2FamNetEVHR0VASMDGvkPD%2FkOFfG1jXqfFQSN5g4qDuYOCBWW%2FagdFWQVHQJYlhUI%2FpiNeh0VZBUd%2Fk3mDioO5g4IFZa1jXqWFQgAAAABAAAAAASwBEwAEgAAEyEyFhURFAYjIQERIyImNRE0NmQD6Ck7Oyn9rP7QZCk7OwRMOyn9qCk7%2FtQBLDspAlgpOwAAAAMAZAAABEwEsAAJABMAPwAAEzMyFh0BITU0NiEzMhYdASE1NDYBERQOBSIuBTURIRUUFRwBHgYyPgYmNTQ9AZbIFR3%2B1B0C0cgVHf7UHQEPBhgoTGacwJxmTCgYBgEsAwcNFB8nNkI2Jx8TDwUFAQSwHRX6%2BhUdHRX6%2BhUd%2FnD%2B1ClJalZcPigoPlxWakkpASz6CRIVKyclIRsWEAgJEBccISUnKhURCPoAAAAB%2F%2F8A1ARMA8IABQAAAQcJAScBBEzG%2Fp%2F%2Bn8UCJwGbxwFh%2Fp%2FHAicAAQAAAO4ETQPcAAUAAAkCNwkBBE392v3ZxgFhAWEDFf3ZAifH%2Fp8BYQAAAAAC%2F1EAZAVfA%2BgAFAApAAABITIWFREzMhYPAQYiLwEmNjsBESElFxYGKwERIRchIiY1ESMiJj8BNjIBlALqFR2WFQgO5g4qDuYOCBWW%2FoP%2BHOYOCBWWAYHX%2FRIVHZYVCA7mDioD6B0V%2FdkVDvkPD%2FkOFQGRuPkOFf5wyB0VAiYVDvkPAAABAAYAAASeBLAAMAAAEzMyFh8BITIWBwMOASMhFyEyFhQGKwEVFAYiJj0BIRUUBiImPQEjIiYvAQMjIiY0NjheERwEJgOAGB4FZAUsIf2HMAIXFR0dFTIdKh3%2B1B0qHR8SHQYFyTYUHh4EsBYQoiUY%2FiUVK8gdKh0yFR0dFTIyFR0dFTIUCQoDwR0qHQAAAAACAAAAAASwBEwACwAPAAABFSE1MzQ2MyEyFhUFIREhBLD7UMg7KQEsKTv9RASw%2B1AD6GRkKTs7Kcj84AACAAAAAAXcBEwADAAQAAATAxEzNDYzITIWFSEVBQEhAcjIyDspASwqOgH0ASz%2B1PtQASwDIP5wAlgpOzspyGT9RAK8AAEBRQAAA2sErwAbAAABFxYGKwERMzIWDwEGIi8BJjY7AREjIiY%2FATYyAnvmDggVlpYVCA7mDioO5g4IFZaWFQgO5g4qBKD5DhX9pxUO%2BQ8P%2BQ4VAlkVDvkPAAAAAQABAUQErwNrABsAAAEXFhQPAQYmPQEhFRQGLwEmND8BNhYdASE1NDYDqPkODvkPFf2oFQ%2F5Dg75DxUCWBUDYOUPKQ%2FlDwkUl5cUCQ%2FlDykP5Q8JFZWVFQkAAAAEAAAAAASwBLAACQAZAB0AIQAAAQMuASMhIgYHAwUhIgYdARQWMyEyNj0BNCYFNTMVMzUzFQSRrAUkFP1gFCQFrAQt%2FBgpOzspA%2BgpOzv%2Bq2RkZAGQAtwXLSgV%2FR1kOylkKTs7KWQpO8hkZGRkAAAAA%2F%2BcAGQEsARMAAsAIwAxAAAAMhYVERQGIiY1ETQDJSMTFgYjIisBIiYnAj0BNDU0PgE7ASUBFSIuAz0BND4CNwRpKh0dKh1k%2FV0mLwMRFQUCVBQdBDcCCwzIAqP8GAQOIhoWFR0dCwRMHRX8rhUdHRUDUhX8mcj%2B7BAIHBUBUQ76AgQQDw36%2FtT6AQsTKRwyGigUDAEAAAACAEoAAARmBLAALAA1AAABMzIWDwEeARcTFzMyFhQGBw4EIyIuBC8BLgE0NjsBNxM%2BATcnJjYDFjMyNw4BIiYCKV4UEgYSU3oPP3YRExwaEggeZGqfTzl0XFU%2BLwwLEhocExF2Pw96UxIGEyQyNDUxDDdGOASwFRMlE39N%2FrmtHSkoBwQLHBYSCg4REg4FBAgoKR2tAUdNfhQgExr7vgYGMT09AAEAFAAUBJwEnAAXAAABNwcXBxcHFycHJwcnBzcnNyc3Jxc3FzcDIOBO6rS06k7gLZubLeBO6rS06k7gLZubA7JO4C2bmy3gTuq0tOpO4C2bmy3gTuq0tAADAAAAZASwBLAAIQAtAD0AAAEzMhYdAQchMhYdARQHAw4BKwEiJi8BIyImNRE0PwI%2BARcPAREzFzMTNSE3NQEzMhYVERQGKwEiJjURNDYCijIoPBwBSCg8He4QLBf6B0YfHz0tNxSRYA0xG2SWZIjW%2Bv4%2BMv12ZBUdHRVkFR0dBLBRLJZ9USxkLR3%2BqBghMhkZJCcBkCQbxMYcKGTU1f6JZAF3feGv%2FtQdFf4MFR0dFQH0FR0AAAAAAwAAAAAEsARMACAAMAA8AAABMzIWFxMWHQEUBiMhFh0BFAYrASImLwImNRE0NjsBNgUzMhYVERQGKwEiJjURNDYhByMRHwEzNSchNQMCWPoXLBDuHTwo%2FrgcPCgyGzENYJEUNy09fP3pZBUdHRVkFR0dAl%2BIZJZkMjIBwvoETCEY%2FqgdLWQsUXYHlixRKBzGxBskAZAnJGRkHRX%2BDBUdHRUB9BUdZP6J1dSv4X0BdwADAAAAZAUOBE8AGwA3AEcAAAElNh8BHgEPASEyFhQGKwEDDgEjISImNRE0NjcXERchEz4BOwEyNiYjISoDLgQnJj8BJwUzMhYVERQGKwEiJjURNDYBZAFrHxZuDQEMVAEuVGxuVGqDBhsP%2FqoHphwOOmQBJYMGGw%2FLFRMSFv44AgoCCQMHAwUDAQwRklb9T2QVHR0VZBUdHQNp5hAWcA0mD3lMkE7%2BrRUoog0CDRElCkj%2BCVkBUxUoMjIBAgIDBQIZFrdT5B0V%2FgwVHR0VAfQVHQAAAAP%2FnABkBLAETwAdADYARgAAAQUeBBURFAYjISImJwMjIiY0NjMhJyY2PwE2BxcWBw4FKgIjIRUzMhYXEyE3ESUFMzIWFREUBisBIiY1ETQ2AdsBbgIIFBANrAf%2Bqg8bBoNqVW1sVAEuVQsBDW4WSpIRDAIDBQMHAwkDCgH%2BJd0PHAaCASZq%2FqoCUGQVHR0VZBUdHQRP5gEFEBEXC%2F3zDaIoFQFTTpBMeQ8mDXAWrrcWGQIFAwICAWQoFf6tWQH37OQdFf4MFR0dFQH0FR0AAAADAGEAAARMBQ4AGwA3AEcAAAAyFh0BBR4BFREUBiMhIiYvAQMmPwE%2BAR8BETQXNTQmBhURHAMOBAcGLwEHEyE3ESUuAQMhMhYdARQGIyEiJj0BNDYB3pBOAVMVKKIN%2FfMRJQoJ5hAWcA0mD3nGMjIBAgIDBQIZFrdT7AH3Wf6tFSiWAfQVHR0V%2FgwVHR0FDm5UaoMGGw%2F%2BqgemHA4OAWsfFm4NAQxUAS5U1ssVExIW%2FjgCCgIJAwcDBQMBDBGSVv6tZAElgwYb%2FQsdFWQVHR0VZBUdAAP%2F%2FQAGA%2BgFFAAPAC0ASQAAASEyNj0BNCYjISIGHQEUFgEVFAYiJjURBwYmLwEmNxM%2BBDMhMhYVERQGBwEDFzc2Fx4FHAIVERQWNj0BNDY3JREnAV4B9BUdHRX%2BDBUdHQEPTpBMeQ8mDXAWEOYBBRARFwsCDQ2iKBX9iexTtxYZAgUDAgIBMjIoFQFTWQRMHRVkFR0dFWQVHfzmalRubFQBLlQMAQ1uFh8BawIIEw8Mpgf%2Bqg8bBgHP%2Fq1WkhEMAQMFAwcDCQIKAv44FhITFcsPGwaDASVkAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgEBJSYGHQEhIgYdARQWMyEVFBY3JTY0AeLs1ptbW5vW7NabW1ubAob%2B7RAX%2Fu0KDw8KARMXEAETEASaW5vW7NabW1ub1uzWm%2F453w0KFYkPCpYKD4kVCg3fDSYAAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgENAQYUFwUWNj0BITI2PQE0JiMhNTQmAeLs1ptbW5vW7NabW1ubASX%2B7RAQARMQFwETCg8PCv7tFwSaW5vW7NabW1ub1uzWm%2BjfDSYN3w0KFYkPCpYKD4kVCgAAAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgEBAyYiBwMGFjsBERQWOwEyNjURMzI2AeLs1ptbW5vW7NabW1ubAkvfDSYN3w0KFYkPCpYKD4kVCgSaW5vW7NabW1ub1uzWm%2F5AARMQEP7tEBf%2B7QoPDwoBExcAAAIAFgAWBJoEmgAPACUAAAAyHgIUDgIiLgI0PgEFIyIGFREjIgYXExYyNxM2JisBETQmAeLs1ptbW5vW7NabW1ubAZeWCg%2BJFQoN3w0mDd8NChWJDwSaW5vW7NabW1ub1uzWm7sPCv7tFxD%2B7RAQARMQFwETCg8AAAMAGAAYBJgEmAAPAJYApgAAADIeAhQOAiIuAjQ%2BASUOAwcGJgcOAQcGFgcOAQcGFgcUFgcyHgEXHgIXHgI3Fg4BFx4CFxQGFBcWNz4CNy4BJy4BJyIOAgcGJyY2NS4BJzYuAQYHBicmNzY3HgIXHgMfAT4CJyY%2BATc%2BAzcmNzIWMjY3LgMnND4CJiceAT8BNi4CJwYHFB4BFS4CJz4BNxYyPgEB5OjVm1xcm9Xo1ZtcXJsBZA8rHDoKDz0PFD8DAxMBAzEFCRwGIgEMFhkHECIvCxU%2FOR0HFBkDDRQjEwcFaHUeISQDDTAMD0UREi4oLBAzDwQBBikEAQMLGhIXExMLBhAGKBsGBxYVEwYFAgsFAwMNFwQGCQcYFgYQCCARFwkKKiFBCwQCAQMDHzcLDAUdLDgNEiEQEgg%2FKhADGgMKEgoRBJhcm9Xo1ZtcXJvV6NWbEQwRBwkCAwYFBycPCxcHInIWInYcCUcYChQECA4QBAkuHgQPJioRFRscBAcSCgwCch0kPiAIAQcHEAsBAgsLIxcBMQENCQIPHxkCFBkdHB4QBgEBBwoMGBENBAMMJSAQEhYXDQ4qFBkKEhIDCQsXJxQiBgEOCQwHAQ0DBAUcJAwSCwRnETIoAwEJCwsLJQcKDBEAAAAAAQAAAAIErwSFABYAAAE2FwUXNxYGBw4BJwEGIi8BJjQ3ASY2AvSkjv79kfsGUE08hjv9rA8rD28PDwJYIk8EhVxliuh%2BWYcrIgsW%2FawQEG4PKxACV2XJAAYAAABgBLAErAAPABMAIwAnADcAOwAAEyEyFh0BFAYjISImPQE0NgUjFTMFITIWHQEUBiMhIiY9ATQ2BSEVIQUhMhYdARQGIyEiJj0BNDYFIRUhZAPoKTs7KfwYKTs7BBHIyPwYA%2BgpOzsp%2FBgpOzsEEf4MAfT8GAPoKTs7KfwYKTs7BBH%2B1AEsBKw7KWQpOzspZCk7ZGTIOylkKTs7KWQpO2RkyDspZCk7OylkKTtkZAAAAAIAZAAABEwEsAALABEAABMhMhYUBiMhIiY0NgERBxEBIZYDhBUdHRX8fBUdHQI7yP6iA4QEsB0qHR0qHf1E%2FtTIAfQB9AAAAAMAAABkBLAEsAAXABsAJQAAATMyFh0BITIWFREhNSMVIRE0NjMhNTQ2FxUzNQEVFAYjISImPQEB9MgpOwEsKTv%2BDMj%2BDDspASw7KcgB9Dsp%2FBgpOwSwOylkOyn%2BcGRkAZApO2QpO2RkZP1EyCk7OynIAAAABAAAAAAEsASwABUAKwBBAFcAABMhMhYPARcWFA8BBiIvAQcGJjURNDYpATIWFREUBi8BBwYiLwEmND8BJyY2ARcWFA8BFxYGIyEiJjURNDYfATc2MgU3NhYVERQGIyEiJj8BJyY0PwE2MhcyASwVCA5exwcHaggUCMdeDhUdAzUBLBUdFQ5exwgUCGoHB8deDgj%2BL2oHB8deDggV%2FtQVHRUOXscIFALLXg4VHRX%2B1BUIDl7HBwdqCBQIBLAVDl7HCBQIagcHx14OCBUBLBUdHRX%2B1BUIDl7HBwdqCBQIx14OFf0maggUCMdeDhUdFQEsFQgOXscHzl4OCBX%2B1BUdFQ5exwgUCGoHBwAAAAYAAAAABKgEqAAPABsAIwA7AEMASwAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JiQyFhQGIiY0JDIWFAYjIicHFhUUBiImNTQ2PwImNTQEMhYUBiImNCQyFhQGIiY0Advy3Z9fX5%2Fd8t2gXl6gAcbgv29vv%2BC%2Fb2%2F%2BLS0gIC0gAUwtICAWDg83ETNIMykfegEJ%2FoctICAtIAIdLSAgLSAEqF%2Bf3fLdoF5eoN3y3Z9Xb7%2Fgv29vv%2BC%2FBiAtISEtICAtIQqRFxwkMzMkIDEFfgEODhekIC0gIC0gIC0gIC0AAf%2FYAFoEuQS8AFsAACUBNjc2JicmIyIOAwcABw4EFx4BMzI3ATYnLgEjIgcGBwEOASY0NwA3PgEzMhceARcWBgcOBgcGIyImJyY2NwE2NzYzMhceARcWBgcBDgEnLgECIgHVWwgHdl8WGSJBMD8hIP6IDx4eLRMNBQlZN0ozAiQkEAcdEhoYDRr%2Bqw8pHA4BRyIjQS4ODyw9DQ4YIwwod26La1YOOEBGdiIwGkQB%2F0coW2tQSE5nDxE4Qv4eDyoQEAOtAdZbZWKbEQQUGjIhH%2F6JDxsdNSg3HT5CMwIkJCcQFBcMGv6uDwEcKQ4BTSIjIQEINykvYyMLKnhuiWZMBxtAOU6%2BRAH%2FSBg3ISSGV121Qv4kDwIPDyYAAAACAGQAWASvBEQAGQBEAAABPgIeAhUUDgMHLgQ1ND4CHgEFIg4DIi4DIyIGFRQeAhcWFx4EMj4DNzY3PgQ1NCYCiTB7eHVYNkN5hKg%2BPqeFeEM4WnZ4eQEjIT8yLSohJyktPyJDbxtBMjMPBw86KzEhDSIzKUAMBAgrKT8dF2oDtURIBS1TdkA5eYB%2FslVVsn%2BAeTlAdlMtBUgtJjY1JiY1NiZvTRc4SjQxDwcOPCouGBgwKEALBAkpKkQqMhNPbQACADn%2F8gR3BL4AFwAuAAAAMh8BFhUUBg8BJi8BNycBFwcvASY0NwEDNxYfARYUBwEGIi8BJjQ%2FARYfAQcXAQKru0KNQjgiHR8uEl%2F3%2FnvUaRONQkIBGxJpCgmNQkL%2B5UK6Qo1CQjcdLhJf9wGFBL5CjUJeKmsiHTUuEl%2F4%2FnvUahKNQrpCARv%2BRmkICY1CukL%2B5UJCjUK7Qjc3LxFf%2BAGFAAAAAAMAyAAAA%2BgEsAARABUAHQAAADIeAhURFAYjISImNRE0PgEHESERACIGFBYyNjQCBqqaZDo7Kf2oKTs8Zj4CWP7%2FVj09Vj0EsB4uMhX8Ryk7OykDuRUzLar9RAK8%2FRY9Vj09VgABAAAAAASwBLAAFgAACQEWFAYiLwEBEScBBRMBJyEBJyY0NjIDhgEbDx0qDiT%2B6dT%2BzP7oywEz0gEsAQsjDx0qBKH%2B5g8qHQ8j%2FvX%2B1NL%2BzcsBGAE01AEXJA4qHQAAAAADAScAEQQJBOAAMgBAAEsAAAEVHgQXIy4DJxEXHgQVFAYHFSM1JicuASczHgEXEScuBDU0PgI3NRkBDgMVFB4DFxYXET4ENC4CArwmRVI8LAKfBA0dMydAIjxQNyiym2SWVygZA4sFV0obLkJOMCAyVWg6HSoqFQ4TJhkZCWgWKTEiGBkzNwTgTgUTLD9pQiQuLBsH%2Fs0NBxMtPGQ%2Bi6oMTU8QVyhrVk1iEAFPCA4ZLzlYNkZwSCoGTf4SARIEDh02Jh0rGRQIBgPQ%2FsoCCRYgNEM0JRkAAAABAGQAZgOUBK0ASgAAATIeARUjNC4CIyIGBwYVFB4BFxYXMxUjFgYHBgc%2BATM2FjMyNxcOAyMiLgEHDgEPASc%2BBTc%2BAScjNTMmJy4CPgE3NgIxVJlemSc8OxolVBQpGxoYBgPxxQgVFS02ImIWIIwiUzUyHzY4HCAXanQmJ1YYFzcEGAcTDBEJMAwk3aYXFQcKAg4tJGEErVCLTig%2FIhIdFSw5GkowKgkFZDKCHj4yCg8BIh6TExcIASIfBAMaDAuRAxAFDQsRCjePR2QvORQrREFMIVgAAAACABn%2F%2FwSXBLAADwAfAAABMzIWDwEGIi8BJjY7AREzBRcWBisBESMRIyImPwE2MgGQlhUIDuYOKg7mDggVlsgCF%2BYOCBWWyJYVCA7mDioBLBYO%2Bg8P%2Bg4WA4QQ%2BQ4V%2FHwDhBUO%2BQ8AAAQAGf%2F%2FA%2BgEsAAHABcAGwAlAAABIzUjFSMRIQEzMhYPAQYiLwEmNjsBETMFFTM1EwczFSE1NyM1IQPoZGRkASz9qJYVCA7mDioO5g4IFZbIAZFkY8jI%2FtTIyAEsArxkZAH0%2FHwWDvoPD%2FoOFgOEZMjI%2FRL6ZJb6ZAAAAAAEABn%2F%2FwPoBLAADwAZACEAJQAAATMyFg8BBiIvASY2OwERMwUHMxUhNTcjNSERIzUjFSMRIQcVMzUBkJYVCA7mDioO5g4IFZbIAljIyP7UyMgBLGRkZAEsx2QBLBYO%2Bg8P%2Bg4WA4SW%2BmSW%2BmT7UGRkAfRkyMgAAAAEABn%2F%2FwRMBLAADwAVABsAHwAAATMyFg8BBiIvASY2OwERMwEjESM1MxMjNSMRIQcVMzUBkJYVCA7mDioO5g4IFZbIAlhkZMhkZMgBLMdkASwWDvoPD%2FoOFgOE%2FgwBkGT7UGQBkGTIyAAAAAAEABn%2F%2FwRMBLAADwAVABkAHwAAATMyFg8BBiIvASY2OwERMwEjNSMRIQcVMzUDIxEjNTMBkJYVCA7mDioO5g4IFZbIArxkyAEsx2QBZGTIASwWDvoPD%2FoOFgOE%2FgxkAZBkyMj7tAGQZAAAAAAFABn%2F%2FwSwBLAADwATABcAGwAfAAABMzIWDwEGIi8BJjY7AREzBSM1MxMhNSETITUhEyE1IQGQlhUIDuYOKg7mDggVlsgB9MjIZP7UASxk%2FnABkGT%2BDAH0ASwWDvoPD%2FoOFgOEyMj%2BDMj%2BDMj%2BDMgABQAZ%2F%2F8EsASwAA8AEwAXABsAHwAAATMyFg8BBiIvASY2OwERMwUhNSEDITUhAyE1IQMjNTMBkJYVCA7mDioO5g4IFZbIAyD%2BDAH0ZP5wAZBk%2FtQBLGTIyAEsFg76Dw%2F6DhYDhMjI%2FgzI%2FgzI%2FgzIAAIAAAAABEwETAAPAB8AAAEhMhYVERQGIyEiJjURNDYFISIGFREUFjMhMjY1ETQmAV4BkKK8u6P%2BcKW5uQJn%2FgwpOzspAfQpOzsETLuj%2FnClubmlAZClucg7Kf4MKTs7KQH0KTsAAAAAAwAAAAAETARMAA8AHwArAAABITIWFREUBiMhIiY1ETQ2BSEiBhURFBYzITI2NRE0JgUXFhQPAQYmNRE0NgFeAZClubml%2FnCju7wCZP4MKTs7KQH0KTs7%2Fm%2F9ERH9EBgYBEy5pf5wpbm5pQGQo7vIOyn%2BDCk7OykB9Ck7gr4MJAy%2BDAsVAZAVCwAAAAADAAAAAARMBEwADwAfACsAAAEhMhYVERQGIyEiJjURNDYFISIGFREUFjMhMjY1ETQmBSEyFg8BBiIvASY2AV4BkKO7uaX%2BcKW5uQJn%2FgwpOzspAfQpOzv%2BFQGQFQsMvgwkDL4MCwRMvKL%2BcKW5uaUBkKO7yDsp%2FgwpOzspAfQpO8gYEP0REf0QGAAAAAMAAAAABEwETAAPAB8AKwAAASEyFhURFAYjISImNRE0NgUhIgYVERQWMyEyNjURNCYFFxYGIyEiJj8BNjIBXgGQpbm5pf5wo7u5Amf%2BDCk7OykB9Ck7O%2F77vgwLFf5wFQsMvgwkBEy5pf5wo7u8ogGQpbnIOyn%2BDCk7OykB9Ck7z%2F0QGBgQ%2FREAAAAAAgAAAAAFFARMAB8ANQAAASEyFhURFAYjISImPQE0NjMhMjY1ETQmIyEiJj0BNDYHARYUBwEGJj0BIyImPQE0NjsBNTQ2AiYBkKW5uaX%2BcBUdHRUBwik7Oyn%2BPhUdHb8BRBAQ%2FrwQFvoVHR0V%2BhYETLml%2FnCluR0VZBUdOykB9Ck7HRVkFR3p%2FuQOJg7%2B5A4KFZYdFcgVHZYVCgAAAQDZAAID1wSeACMAAAEXFgcGAgclMhYHIggBBwYrAScmNz4BPwEhIicmNzYANjc2MwMZCQgDA5gCASwYEQ4B%2Fvf%2B8wQMDgkJCQUCUCcn%2FtIXCAoQSwENuwUJEASeCQoRC%2F5TBwEjEv7K%2FsUFDwgLFQnlbm4TFRRWAS%2FTBhAAAAACAAAAAAT%2BBEwAHwA1AAABITIWHQEUBiMhIgYVERQWMyEyFh0BFAYjISImNRE0NgUBFhQHAQYmPQEjIiY9ATQ2OwE1NDYBXgGQFR0dFf4%2BKTs7KQHCFR0dFf5wpbm5AvEBRBAQ%2FrwQFvoVHR0V%2BhYETB0VZBUdOyn%2BDCk7HRVkFR25pQGQpbnp%2FuQOJg7%2B5A4KFZYdFcgVHZYVCgACAAAAAASwBLAAFQAxAAABITIWFREUBi8BAQYiLwEmNDcBJyY2ASMiBhURFBYzITI2PQE3ERQGIyEiJjURNDYzIQLuAZAVHRUObf7IDykPjQ8PAThtDgj%2B75wpOzspAfQpO8i7o%2F5wpbm5pQEsBLAdFf5wFQgObf7IDw%2BNDykPAThtDhX%2B1Dsp%2FgwpOzsplMj%2B1qW5uaUBkKW5AAADAA4ADgSiBKIADwAbACMAAAAyHgIUDgIiLgI0PgEEIg4BFB4BMj4BNCYEMhYUBiImNAHh7tmdXV2d2e7ZnV1dnQHD5sJxccLmwnFx%2FnugcnKgcgSiXZ3Z7tmdXV2d2e7ZnUdxwubCcXHC5sJzcqBycqAAAAMAAAAABEwEsAAVAB8AIwAAATMyFhURMzIWBwEGIicBJjY7ARE0NgEhMhYdASE1NDYFFTM1AcLIFR31FAoO%2FoEOJw3%2BhQ0JFfod%2FoUD6BUd%2B7QdA2dkBLAdFf6iFg%2F%2BVg8PAaoPFgFeFR38fB0V%2BvoVHWQyMgAAAAMAAAAABEwErAAVAB8AIwAACQEWBisBFRQGKwEiJj0BIyImNwE%2BAQEhMhYdASE1NDYFFTM1AkcBeg4KFfQiFsgUGPoUCw4Bfw4n%2FfkD6BUd%2B7QdA2dkBJ7%2BTQ8g%2BhQeHRX6IQ8BrxAC%2FH8dFfr6FR1kMjIAAwAAAAAETARLABQAHgAiAAAJATYyHwEWFAcBBiInASY0PwE2MhcDITIWHQEhNTQ2BRUzNQGMAXEHFQeLBwf98wcVB%2F7cBweLCBUH1APoFR37tB0DZ2QC0wFxBweLCBUH%2FfMICAEjCBQIiwcH%2FdIdFfr6FR1kMjIABAAAAAAETASbAAkAGQAjACcAABM3NjIfAQcnJjQFNzYWFQMOASMFIiY%2FASc3ASEyFh0BITU0NgUVMzWHjg4qDk3UTQ4CFtIOFQIBHRX9qxUIDtCa1P49A%2BgVHfu0HQNnZAP%2Fjg4OTdRMDyqa0g4IFf2pFB4BFQ7Qm9T9Oh0V%2BvoVHWQyMgAAAAQAAAAABEwEsAAPABkAIwAnAAABBR4BFRMUBi8BByc3JyY2EwcGIi8BJjQ%2FAQEhMhYdASE1NDYFFTM1AV4CVxQeARUO0JvUm9IOCMNMDyoOjg4OTf76A%2BgVHfu0HQNnZASwAgEdFf2rFQgO0JrUmtIOFf1QTQ4Ojg4qDk3%2BWB0V%2BvoVHWQyMgACAAT%2F7ASwBK8ABQAIAAAlCQERIQkBFQEEsP4d%2Fsb%2BcQSs%2FTMCq2cBFP5xAacDHPz55gO5AAAAAAIAAABkBEwEsAAVABkAAAERFAYrAREhESMiJjURNDY7AREhETMHIzUzBEwdFZb9RJYVHR0V%2BgH0ZMhkZAPo%2FK4VHQGQ%2FnAdFQPoFB7%2B1AEsyMgAAAMAAABFBN0EsAAWABoALwAAAQcBJyYiDwEhESMiJjURNDY7AREhETMHIzUzARcWFAcBBiIvASY0PwE2Mh8BATYyBEwC%2FtVfCRkJlf7IlhUdHRX6AfRkyGRkAbBqBwf%2BXAgUCMoICGoHFQdPASkHFQPolf7VXwkJk%2F5wHRUD6BQe%2FtQBLMjI%2Fc5qBxUH%2FlsHB8sHFQdqCAhPASkHAAMAAAANBQcEsAAWABoAPgAAAREHJy4BBwEhESMiJjURNDY7AREhETMHIzUzARcWFA8BFxYUDwEGIi8BBwYiLwEmND8BJyY0PwE2Mh8BNzYyBExnhg8lEP72%2FreWFR0dFfoB9GTIZGQB9kYPD4ODDw9GDykPg4MPKQ9GDw%2BDgw8PRg8pD4ODDykD6P7zZ4YPAw7%2B9v5wHRUD6BQe%2FtQBLMjI%2FYxGDykPg4MPKQ9GDw%2BDgw8PRg8pD4ODDykPRg8Pg4MPAAADAAAAFQSXBLAAFQAZAC8AAAERISIGHQEhESMiJjURNDY7AREhETMHIzUzEzMyFh0BMzIWDwEGIi8BJjY7ATU0NgRM%2FqIVHf4MlhUdHRX6AfRkyGRklmQVHZYVCA7mDioO5g4IFZYdA%2Bj%2B1B0Vlv5wHRUD6BQe%2FtQBLMjI%2FagdFfoVDuYODuYOFfoVHQAAAAADAAAAAASXBLAAFQAZAC8AAAERJyYiBwEhESMiJjURNDY7AREhETMHIzUzExcWBisBFRQGKwEiJj0BIyImPwE2MgRMpQ4qDv75%2Fm6WFR0dFfoB9GTIZGTr5g4IFZYdFWQVHZYVCA7mDioD6P5wpQ8P%2Fvf%2BcB0VA%2BgUHv7UASzIyP2F5Q8V%2BhQeHhT6FQ%2FlDwADAAAAyASwBEwACQATABcAABMhMhYdASE1NDYBERQGIyEiJjURExUhNTIETBUd%2B1AdBJMdFfu0FR1kAZAETB0VlpYVHf7U%2FdoVHR0VAib%2B1MjIAAAGAAMAfQStBJcADwAZAB0ALQAxADsAAAEXFhQPAQYmPQEhNSE1NDYBIyImPQE0NjsBFyM1MwE3NhYdASEVIRUUBi8BJjQFIzU7AjIWHQEUBisBA6f4Dg74DhX%2BcAGQFf0vMhUdHRUyyGRk%2FoL3DhUBkP5wFQ73DwOBZGRkMxQdHRQzBI3mDioO5g4IFZbIlhUI%2FoUdFWQVHcjI%2FcvmDggVlsiWFQgO5g4qecgdFWQVHQAAAAACAGQAAASwBLAAFgBRAAABJTYWFREUBisBIiY1ES4ENRE0NiUyFh8BERQOAg8BERQGKwEiJjURLgQ1ETQ%2BAzMyFh8BETMRPAE%2BAjMyFh8BETMRND4DA14BFBklHRXIFR0EDiIaFiX%2B4RYZAgEVHR0LCh0VyBUdBA4iGhYBBwoTDRQZAgNkBQkVDxcZAQFkAQUJFQQxdBIUH%2FuuFR0dFQGNAQgbHzUeAWcfRJEZDA3%2BPhw%2FMSkLC%2F5BFR0dFQG%2FBA8uLkAcAcICBxENCxkMDf6iAV4CBxENCxkMDf6iAV4CBxENCwABAGQAAASwBEwAMwAAARUiDgMVERQWHwEVITUyNjURIREUFjMVITUyPgM1ETQmLwE1IRUiBhURIRE0JiM1BLAEDiIaFjIZGf5wSxn%2BDBlL%2FnAEDiIaFjIZGQGQSxkB9BlLBEw4AQUKFA78iBYZAQI4OA0lAYr%2BdiUNODgBBQoUDgN4FhkBAjg4DSX%2BdgGKJQ04AAAABgAAAAAETARMAAwAHAAgACQAKAA0AAABITIWHQEjBTUnITchBSEyFhURFAYjISImNRE0NhcVITUBBTUlBRUhNQUVFAYjIQchJyE3MwKjAXcVHWn%2B2cj%2BcGQBd%2F4lASwpOzsp%2FtQpOzspASwCvP5wAZD8GAEsArwdFf6JZP6JZAGQyGkD6B0VlmJiyGTIOyn%2BDCk7OykB9Ck7ZMjI%2FveFo4XGyMhm%2BBUdZGTIAAEAEAAQBJ8EnwAmAAATNzYWHwEWBg8BHgEXNz4BHwEeAQ8BBiIuBicuBTcRohEuDosOBhF3ZvyNdxEzE8ATBxGjAw0uMUxPZWZ4O0p3RjITCwED76IRBhPCFDERdo78ZXYRBA6IDi8RogEECBUgNUNjO0qZfHNVQBAAAAACAAAAAASwBEwAIwBBAAAAMh4EHwEVFAYvAS4BPQEmIAcVFAYPAQYmPQE%2BBRIyHgIfARUBHgEdARQGIyEiJj0BNDY3ATU0PgIB%2FLimdWQ%2FLAkJHRTKFB2N%2FsKNHRTKFB0DDTE7ZnTKcFImFgEBAW0OFR0V%2B7QVHRUOAW0CFiYETBUhKCgiCgrIFRgDIgMiFZIYGJIVIgMiAxgVyAQNJyQrIP7kExwcCgoy%2FtEPMhTUFR0dFdQUMg8BLzIEDSEZAAADAAAAAASwBLAADQAdACcAAAEHIScRMxUzNTMVMzUzASEyFhQGKwEXITcjIiY0NgMhMhYdASE1NDYETMj9qMjIyMjIyPyuArwVHR0VDIn8SokMFR0dswRMFR37UB0CvMjIAfTIyMjI%2FOAdKh1kZB0qHf7UHRUyMhUdAAAAAwBkAAAEsARMAAkAEwAdAAABIyIGFREhETQmASMiBhURIRE0JgEhETQ2OwEyFhUCvGQpOwEsOwFnZCk7ASw7%2FRv%2B1DspZCk7BEw7KfwYA%2BgpO%2F7UOyn9RAK8KTv84AGQKTs7KQAAAAAF%2F5wAAASwBEwADwATAB8AJQApAAATITIWFREUBiMhIiY1ETQ2FxEhEQUjFTMRITUzNSMRIQURByMRMwcRMxHIArx8sLB8%2FUR8sLAYA4T%2BDMjI%2FtTIyAEsAZBkyMhkZARMsHz%2BDHywsHwB9HywyP1EArzIZP7UZGQBLGT%2B1GQB9GT%2B1AEsAAAABf%2BcAAAEsARMAA8AEwAfACUAKQAAEyEyFhURFAYjISImNRE0NhcRIREBIzUjFSMRMxUzNTMFEQcjETMHETMRyAK8fLCwfP1EfLCwGAOE%2FgxkZGRkZGQBkGTIyGRkBEywfP4MfLCwfAH0fLDI%2FUQCvP2oyMgB9MjIZP7UZAH0ZP7UASwABP%2BcAAAEsARMAA8AEwAbACMAABMhMhYVERQGIyEiJjURNDYXESERBSMRMxUhESEFIxEzFSERIcgCvHywsHz9RHywsBgDhP4MyMj%2B1AEsAZDIyP7UASwETLB8%2Fgx8sLB8AfR8sMj9RAK8yP7UZAH0ZP7UZAH0AAAABP%2BcAAAEsARMAA8AEwAWABkAABMhMhYVERQGIyEiJjURNDYXESERAS0BDQERyAK8fLCwfP1EfLCwGAOE%2Fgz%2B1AEsAZD%2B1ARMsHz%2BDHywsHwB9HywyP1EArz%2BDJaWlpYBLAAAAAX%2FnAAABLAETAAPABMAFwAgACkAABMhMhYVERQGIyEiJjURNDYXESERAyERIQcjIgYVFBY7AQERMzI2NTQmI8gCvHywsHz9RHywsBgDhGT9RAK8ZIImOTYpgv4Mgik2OSYETLB8%2Fgx8sLB8AfR8sMj9RAK8%2FagB9GRWQUFUASz%2B1FRBQVYAAAAF%2F5wAAASwBEwADwATAB8AJQApAAATITIWFREUBiMhIiY1ETQ2FxEhEQUjFTMRITUzNSMRIQEjESM1MwMjNTPIArx8sLB8%2FUR8sLAYA4T%2BDMjI%2FtTIyAEsAZBkZMjIZGQETLB8%2Fgx8sLB8AfR8sMj9RAK8yGT%2B1GRkASz%2BDAGQZP4MZAAG%2F5wAAASwBEwADwATABkAHwAjACcAABMhMhYVERQGIyEiJjURNDYXESERBTMRIREzASMRIzUzBRUzNQEjNTPIArx8sLB8%2FUR8sLAYA4T9RMj%2B1GQCWGRkyP2oZAEsZGQETLB8%2Fgx8sLB8AfR8sMj9RAK8yP5wAfT%2BDAGQZMjIyP7UZAAF%2F5wAAASwBEwADwATABwAIgAmAAATITIWFREUBiMhIiY1ETQ2FxEhEQEHIzU3NSM1IQEjESM1MwMjNTPIArx8sLB8%2FUR8sLAYA4T%2BDMdkx8gBLAGQZGTIx2RkBEywfP4MfLCwfAH0fLDI%2FUQCvP5wyDLIlmT%2BDAGQZP4MZAAAAAMACQAJBKcEpwAPABsAJQAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgchFSEVISc1NyEB4PDbnl5entvw255eXp4BxeTCcXHC5MJxcWz%2B1AEs%2FtRkZAEsBKdentvw255eXp7b8NueTHHC5MJxccLkwtDIZGTIZAAAAAAEAAkACQSnBKcADwAbACcAKwAAADIeAhQOAiIuAjQ%2BAQQiDgEUHgEyPgE0JgcVBxcVIycjFSMRIQcVMzUB4PDbnl5entvw255eXp4BxeTCcXHC5MJxcWwyZGRklmQBLMjIBKdentvw255eXp7b8NueTHHC5MJxccLkwtBkMmQyZGQBkGRkZAAAAv%2Fy%2F50EwgRBACAANgAAATIWFzYzMhYUBisBNTQmIyEiBh0BIyImNTQ2NyY1ND4BEzMyFhURMzIWDwEGIi8BJjY7ARE0NgH3brUsLC54qqp4gB0V%2FtQVHd5QcFZBAmKqepYKD4kVCg3fDSYN3w0KFYkPBEF3YQ6t8a36FR0dFfpzT0VrDhMSZKpi%2FbMPCv7tFxD0EBD0EBcBEwoPAAAAAAL%2F8v%2BcBMMEQQAcADMAAAEyFhc2MzIWFxQGBwEmIgcBIyImNTQ2NyY1ND4BExcWBisBERQGKwEiJjURIyImNzY3NjIB9m62LCsueaoBeFr%2Bhg0lDf6DCU9xVkECYqnm3w0KFYkPCpYKD4kVCg3HGBMZBEF3YQ%2BteGOkHAFoEBD%2Bk3NPRWsOExNkqWP9kuQQF%2F7tCg8PCgETFxDMGBMAAAABAGQAAARMBG0AGAAAJTUhATMBMwkBMwEzASEVIyIGHQEhNTQmIwK8AZD%2B8qr%2B8qr%2B1P7Uqv7yqv7yAZAyFR0BkB0VZGQBLAEsAU3%2Bs%2F7U%2FtRkHRUyMhUdAAAAAAEAeQAABDcEmwAvAAABMhYXHgEVFAYHFhUUBiMiJxUyFh0BITU0NjM1BiMiJjU0Ny4BNTQ2MzIXNCY1NDYCWF6TGll7OzIJaUo3LRUd%2FtQdFS03SmkELzlpSgUSAqMEm3FZBoNaPWcfHRpKaR77HRUyMhUd%2Bx5pShIUFVg1SmkCAhAFdKMAAAAGACcAFASJBJwAEQAqAEIASgBiAHsAAAEWEgIHDgEiJicmAhI3PgEyFgUiBw4BBwYWHwEWMzI3Njc2Nz4BLwEmJyYXIgcOAQcGFh8BFjMyNz4BNz4BLwEmJyYWJiIGFBYyNjciBw4BBw4BHwEWFxYzMjc%2BATc2Ji8BJhciBwYHBgcOAR8BFhcWMzI3PgE3NiYvASYD8m9PT29T2dzZU29PT29T2dzZ%2Fj0EBHmxIgQNDCQDBBcGG0dGYAsNAwkDCwccBAVQdRgEDA0iBAQWBhJROQwMAwkDCwf5Y4xjY4xjVhYGElE6CwwDCQMLBwgEBVB1GAQNDCIEjRcGG0dGYAsNAwkDCwcIBAR5sSIEDQwkAwPyb%2F7V%2FtVvU1dXU28BKwErb1NXVxwBIrF5DBYDCQEWYEZHGwMVDCMNBgSRAhh1UA0WAwkBFTpREgMVCyMMBwT6Y2OMY2MVFTpREQQVCyMMBwQCGHVQDRYDCQEkFmBGRxsDFQwjDQYEASKxeQwWAwkBAAAABQBkAAAD6ASwAAwADwAWABwAIgAAASERIzUhFSERNDYzIQEjNQMzByczNTMDISImNREFFRQGKwECvAEstP6s%2FoQPCgI%2FASzIZKLU1KJktP51Cg8DhA8KwwMg%2FoTIyALzCg%2F%2B1Mj84NTUyP4MDwoBi8jDCg8AAAAABQBkAAAD6ASwAAkADAATABoAIQAAASERCQERNDYzIQEjNRMjFSM1IzcDISImPQEpARUUBisBNQK8ASz%2Bov3aDwoCPwEsyD6iZKLUqv6dCg8BfAIIDwqbAyD9%2BAFe%2FdoERwoP%2FtTI%2FHzIyNT%2BZA8KNzcKD1AAAAAAAwAAAAAEsAP0AAgAGQAfAAABIxUzFyERIzcFMzIeAhUhFSEDETM0PgIBMwMhASEEiqJkZP7UotT9EsgbGiEOASz9qMhkDiEaAnPw8PzgASwB9AMgyGQBLNTUBBErJGT%2BogHCJCsRBP5w%2FnAB9AAAAAMAAAAABEwETAAZADIAOQAAATMyFh0BMzIWHQEUBiMhIiY9ATQ2OwE1NDYFNTIWFREUBiMhIic3ARE0NjMVFBYzITI2AQc1IzUzNQKKZBUdMhUdHRX%2B1BUdHRUyHQFzKTs7Kf2oARP2%2Fro7KVg%2BASw%2BWP201MjIBEwdFTIdFWQVHR0VZBUdMhUd%2BpY7KfzgKTsE9gFGAUQpO5Y%2BWFj95tSiZKIAAwBkAAAEvARMABkANgA9AAABMzIWHQEzMhYdARQGIyEiJj0BNDY7ATU0NgU1MhYVESMRMxQOAiMhIiY1ETQ2MxUUFjMhMjYBBzUjNTM1AcJkFR0yFR0dFf7UFR0dFTIdAXMpO8jIDiEaG%2F2oKTs7KVg%2BASw%2BWAGc1MjIBEwdFTIdFWQVHR0VZBUdMhUd%2BpY7Kf4M%2FtQkKxEEOykDICk7lj5YWP3m1KJkogAAAAP%2FogAABRYE1AALABsAHwAACQEWBiMhIiY3ATYyEyMiBhcTHgE7ATI2NxM2JgMVMzUCkgJ9FyAs%2BwQsIBcCfRZARNAUGAQ6BCMUNhQjBDoEGODIBK37sCY3NyYEUCf%2BTB0U%2FtIUHR0UAS4UHf4MZGQAAAAACQAAAAAETARMAA8AHwAvAD8ATwBfAG8AfwCPAAABMzIWHQEUBisBIiY9ATQ2EzMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYBMzIWHQEUBisBIiY9ATQ2ITMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYBMzIWHQEUBisBIiY9ATQ2ITMyFh0BFAYrASImPQE0NiEzMhYdARQGKwEiJj0BNDYBqfoKDw8K%2BgoPDwr6Cg8PCvoKDw8BmvoKDw8K%2BgoPD%2Fzq%2BgoPDwr6Cg8PAZr6Cg8PCvoKDw8BmvoKDw8K%2BgoPD%2Fzq%2BgoPDwr6Cg8PAZr6Cg8PCvoKDw8BmvoKDw8K%2BgoPDwRMDwqWCg8PCpYKD%2F7UDwqWCg8PCpYKDw8KlgoPDwqWCg%2F%2B1A8KlgoPDwqWCg8PCpYKDw8KlgoPDwqWCg8PCpYKD%2F7UDwqWCg8PCpYKDw8KlgoPDwqWCg8PCpYKDw8KlgoPAAAAAwAAAAAEsAUUABkAKQAzAAABMxUjFSEyFg8BBgchJi8BJjYzITUjNTM1MwEhMhYUBisBFyE3IyImNDYDITIWHQEhNTQ2ArxkZAFePjEcQiko%2FPwoKUIcMT4BXmRkyP4%2BArwVHR0VDIn8SooNFR0dswRMFR37UB0EsMhkTzeEUzMzU4Q3T2TIZPx8HSodZGQdKh3%2B1B0VMjIVHQAABAAAAAAEsAUUAAUAGQArADUAAAAyFhUjNAchFhUUByEyFg8BIScmNjMhJjU0AyEyFhQGKwEVBSElNSMiJjQ2AyEyFh0BITU0NgIwUDnCPAE6EgMBSCkHIq%2F9WrIiCikBSAOvArwVHR0VlgET%2FEoBE5YVHR2zBEwVHftQHQUUOykpjSUmCBEhFpGRFiERCCb%2BlR0qHcjIyMgdKh39qB0VMjIVHQAEAAAAAASwBJ0ABwAUACQALgAAADIWFAYiJjQTMzIWFRQXITY1NDYzASEyFhQGKwEXITcjIiY0NgMhMhYdASE1NDYCDZZqapZqty4iKyf%2BvCcrI%2F7NArwVHR0VDYr8SokMFR0dswRMFR37UB0EnWqWamqW%2Fus5Okxra0w6Of5yHSodZGQdKh3%2B1B0VMjIVHQAEAAAAAASwBRQADwAcACwANgAAATIeARUUBiImNTQ3FzcnNhMzMhYVFBchNjU0NjMBITIWFAYrARchNyMiJjQ2AyEyFh0BITU0NgJYL1szb5xvIpBvoyIfLiIrJ%2F68Jysj%2Fs0CvBUdHRUNivxKiQwVHR2zBEwVHftQHQUUa4s2Tm9vTj5Rj2%2BjGv4KOTpMa2tMOjn%2Bch0qHWRkHSod%2FtQdFTIyFR0AAAADAAAAAASwBRIAEgAiACwAAAEFFSEUHgMXIS4BNTQ%2BAjcBITIWFAYrARchNyMiJjQ2AyEyFh0BITU0NgJYASz%2B1CU%2FP00T%2Fe48PUJtj0r%2BogK8FR0dFQ2K%2FEqJDBUdHbMETBUd%2B1AdBLChizlmUT9IGVO9VFShdksE%2FH4dKh1kZB0qHf7UHRUyMhUdAAIAyAAAA%2BgFFAAPACkAAAAyFh0BHgEdASE1NDY3NTQDITIWFyMVMxUjFTMVIxUzFAYjISImNRE0NgIvUjsuNv5wNi5kAZA2XBqsyMjIyMh1U%2F5wU3V1BRQ7KU4aXDYyMjZcGk4p%2Fkc2LmRkZGRkU3V1UwGQU3UAAAMAZP%2F%2FBEwETAAPAC8AMwAAEyEyFhURFAYjISImNRE0NgMhMhYdARQGIyEXFhQGIi8BIQcGIiY0PwEhIiY9ATQ2BQchJ5YDhBUdHRX8fBUdHQQDtgoPDwr%2B5eANGiUNWP30Vw0mGg3g%2Ft8KDw8BqmQBRGQETB0V%2FgwVHR0VAfQVHf1EDwoyCg%2FgDSUbDVhYDRslDeAPCjIKD2RkZAAAAAAEAAAAAASwBEwAGQAjAC0ANwAAEyEyFh0BIzQmKwEiBhUjNCYrASIGFSM1NDYDITIWFREhETQ2ExUUBisBIiY9ASEVFAYrASImPQHIAyBTdWQ7KfopO2Q7KfopO2R1EQPoKTv7UDvxHRVkFR0D6B0VZBUdBEx1U8gpOzspKTs7KchTdf4MOyn%2B1AEsKTv%2BDDIVHR0VMjIVHR0VMgADAAEAAASpBKwADQARABsAAAkBFhQPASEBJjQ3ATYyCQMDITIWHQEhNTQ2AeACqh8fg%2F4f%2FfsgIAEnH1n%2BrAFWAS%2F%2Bq6IDIBUd%2FHwdBI39VR9ZH4MCBh9ZHwEoH%2F5u%2FqoBMAFV%2FBsdFTIyFR0AAAAAAgCPAAAEIQSwABcALwAAAQMuASMhIgYHAwYWMyEVFBYyNj0BMzI2AyE1NDY7ATU0NjsBETMRMzIWHQEzMhYVBCG9CCcV%2FnAVJwi9CBMVAnEdKh19FROo%2Fa0dFTIdFTDILxUdMhUdAocB%2BhMcHBP%2BBhMclhUdHRWWHP2MMhUdMhUdASz%2B1B0VMh0VAAAEAAAAAASwBLAADQAQAB8AIgAAASERFAYjIREBNTQ2MyEBIzUBIREUBiMhIiY1ETQ2MyEBIzUDhAEsDwr%2Bif7UDwoBdwEsyP2oASwPCv12Cg8PCgF3ASzIAyD9wQoPAk8BLFQKD%2F7UyP4M%2FcEKDw8KA7YKD%2F7UyAAC%2F5wAZAUUBEcARgBWAAABMzIeAhcWFxY2NzYnJjc%2BARYXFgcOASsBDgEPAQ4BKwEiJj8BBisBIicHDgErASImPwEmLwEuAT0BNDY7ATY3JyY2OwE2BSMiBh0BFBY7ATI2PQE0JgHkw0uOakkMEhEfQwoKGRMKBQ8XDCkCA1Y9Pgc4HCcDIhVkFRgDDDEqwxgpCwMiFWQVGAMaVCyfExwdFXwLLW8QBxXLdAFF%2BgoPDwr6Cg8PBEdBa4pJDgYKISAiJRsQCAYIDCw9P1c3fCbqFB0dFEYOCEAUHR0UnUplNQcmFTIVHVdPXw4TZV8PCjIKDw8KMgoPAAb%2FnP%2FmBRQEfgAJACQANAA8AFIAYgAAASU2Fh8BFgYPASUzMhYfASEyFh0BFAYHBQYmJyYjISImPQE0NhcjIgYdARQ7ATI2NTQmJyYEIgYUFjI2NAE3PgEeARceAT8BFxYGDwEGJi8BJjYlBwYfAR4BPwE2Jy4BJy4BAoEBpxMuDiAOAxCL%2FCtqQ0geZgM3FR0cE%2F0fFyIJKjr%2B1D5YWLlQExIqhhALIAsSAYBALS1ALf4PmBIgHhMQHC0aPzANITNQL3wpgigJASlmHyElDR0RPRMFAhQHCxADhPcICxAmDyoNeMgiNtQdFTIVJgeEBBQPQ1g%2ByD5YrBwVODMQEAtEERzJLUAtLUD%2B24ITChESEyMgAwWzPUkrRSgJL5cvfRxYGyYrDwkLNRAhFEgJDAQAAAAAAwBkAAAEOQSwAFEAYABvAAABMzIWHQEeARcWDgIPATIeBRUUDgUjFRQGKwEiJj0BIxUUBisBIiY9ASMiJj0BNDY7AREjIiY9ATQ2OwE1NDY7ATIWHQEzNTQ2AxUhMj4CNTc0LgMjARUhMj4CNTc0LgMjAnGWCg9PaAEBIC4uEBEGEjQwOiodFyI2LUAjGg8KlgoPZA8KlgoPrwoPDwpLSwoPDwqvDwqWCg9kD9cBBxwpEwsBAQsTKRz%2B%2BQFrHCkTCwEBCxMpHASwDwptIW1KLk0tHwYGAw8UKDJOLTtdPCoVCwJLCg8PCktLCg8PCksPCpYKDwJYDwqWCg9LCg8PCktLCg%2F%2B1MgVHR0LCgQOIhoW%2FnDIFR0dCwoEDiIaFgAAAwAEAAIEsASuABcAKQAsAAATITIWFREUBg8BDgEjISImJy4CNRE0NgQiDgQPARchNy4FAyMT1AMMVnokEhIdgVL9xFKCHAgYKHoCIIx9VkcrHQYGnAIwnAIIIClJVSGdwwSuelb%2BYDO3QkJXd3ZYHFrFMwGgVnqZFyYtLSUMDPPzBQ8sKDEj%2FsIBBQACAMgAAAOEBRQADwAZAAABMzIWFREUBiMhIiY1ETQ2ARUUBisBIiY9AQHblmesVCn%2BPilUrAFINhWWFTYFFKxn%2FgwpVFQpAfRnrPwY4RU2NhXhAAACAMgAAAOEBRQADwAZAAABMxQWMxEUBiMhIiY1ETQ2ARUUBisBIiY9AQHbYLOWVCn%2BPilUrAFINhWWFTYFFJaz%2FkIpVFQpAfRnrPwY4RU2NhXhAAACAAAAFAUOBBoAFAAaAAAJASUHFRcVJwc1NzU0Jj4CPwEnCQEFJTUFJQUO%2FYL%2Bhk5klpZkAQEBBQQvkwKCAVz%2Bov6iAV4BXgL%2F%2FuWqPOCWx5SVyJb6BA0GCgYDKEEBG%2F1ipqaTpaUAAAMAZAH0BLADIAAHAA8AFwAAEjIWFAYiJjQkMhYUBiImNCQyFhQGIiY0vHxYWHxYAeh8WFh8WAHofFhYfFgDIFh8WFh8WFh8WFh8WFh8WFh8AAAAAAMBkAAAArwETAAHAA8AFwAAADIWFAYiJjQSMhYUBiImNBIyFhQGIiY0Aeh8WFh8WFh8WFh8WFh8WFh8WARMWHxYWHz%2ByFh8WFh8%2FshYfFhYfAAAAAMAZABkBEwETAAPAB8ALwAAEyEyFh0BFAYjISImPQE0NhMhMhYdARQGIyEiJj0BNDYTITIWHQEUBiMhIiY9ATQ2fQO2Cg8PCvxKCg8PCgO2Cg8PCvxKCg8PCgO2Cg8PCvxKCg8PBEwPCpYKDw8KlgoP%2FnAPCpYKDw8KlgoP%2FnAPCpYKDw8KlgoPAAAABAAAAAAEsASwAA8AHwAvADMAAAEhMhYVERQGIyEiJjURNDYFISIGFREUFjMhMjY1ETQmBSEyFhURFAYjISImNRE0NhcVITUBXgH0ory7o%2F4Mpbm5Asv9qCk7OykCWCk7O%2F2xAfQVHR0V%2FgwVHR1HAZAEsLuj%2FgylubmlAfSlucg7Kf2oKTs7KQJYKTtkHRX%2B1BUdHRUBLBUdZMjIAAAAAAEAZABkBLAETAA7AAATITIWFAYrARUzMhYUBisBFTMyFhQGKwEVMzIWFAYjISImNDY7ATUjIiY0NjsBNSMiJjQ2OwE1IyImNDaWA%2BgVHR0VMjIVHR0VMjIVHR0VMjIVHR0V%2FBgVHR0VMjIVHR0VMjIVHR0VMjIVHR0ETB0qHcgdKh3IHSodyB0qHR0qHcgdKh3IHSodyB0qHQAAAAYBLAAFA%2BgEowAHAA0AEwAZAB8AKgAAAR4BBgcuATYBMhYVIiYlFAYjNDYBMhYVIiYlFAYjNDYDFRQGIiY9ARYzMgKKVz8%2FV1c%2FP%2F75fLB8sAK8sHyw%2FcB8sHywArywfLCwHSodKAMRBKNDsrJCQrKy%2FsCwfLB8fLB8sP7UsHywfHywfLD%2B05AVHR0VjgQAAAH%2FtQDIBJQDgQBCAAABNzYXAR4BBw4BKwEyFRQOBCsBIhE0NyYiBxYVECsBIi4DNTQzIyImJyY2NwE2HwEeAQ4BLwEHIScHBi4BNgLpRRkUASoLCAYFGg8IAQQNGyc%2FKZK4ChRUFQu4jjBJJxkHAgcPGQYGCAsBKhQaTBQVCiMUM7YDe7YsFCMKFgNuEwYS%2FtkLHw8OEw0dNkY4MhwBIBgXBAQYF%2F7gKjxTQyMNEw4PHwoBKBIHEwUjKBYGDMHBDAUWKCMAAAAAAgAAAAAEsASwACUAQwAAASM0LgUrAREUFh8BFSE1Mj4DNREjIg4FFSMRIQEjNC4DKwERFBYXMxUjNTI1ESMiDgMVIzUhBLAyCAsZEyYYGcgyGRn%2BcAQOIhoWyBkYJhMZCwgyA%2Bj9RBkIChgQEWQZDQzIMmQREBgKCBkB9AOEFSAVDggDAfyuFhkBAmRkAQUJFQ4DUgEDCA4VIBUBLP0SDxMKBQH%2BVwsNATIyGQGpAQUKEw%2BWAAAAAAMAAAAABEwErgAdACAAMAAAATUiJy4BLwEBIwEGBw4BDwEVITUiJj8BIRcWBiMVARsBARUUBiMhIiY9ATQ2MyEyFgPoGR4OFgUE%2Ft9F%2FtQSFQkfCwsBETE7EkUBJT0NISf%2B7IZ5AbEdFfwYFR0dFQPoFR0BLDIgDiIKCwLr%2FQ4jFQkTBQUyMisusKYiQTIBhwFW%2Fqr942QVHR0VZBUdHQADAAAAAASwBLAADwBHAEoAABMhMhYVERQGIyEiJjURNDYFIyIHAQYHBgcGHQEUFjMhMjY9ATQmIyInJj8BIRcWBwYjIgYdARQWMyEyNj0BNCYnIicmJyMBJhMjEzIETBUdHRX7tBUdHQJGRg0F%2FtUREhImDAsJAREIDAwINxAKCj8BCjkLEQwYCAwMCAE5CAwLCBEZGQ8B%2FuAFDsVnBLAdFfu0FR0dFQRMFR1SDP0PIBMSEAUNMggMDAgyCAwXDhmjmR8YEQwIMggMDAgyBwwBGRskAuwM%2FgUBCAAABAAAAAAEsASwAAMAEwAjACcAAAEhNSEFITIWFREUBiMhIiY1ETQ2KQEyFhURFAYjISImNRE0NhcRIREEsPtQBLD7ggGQFR0dFf5wFR0dAm0BkBUdHRX%2BcBUdHUcBLARMZMgdFfx8FR0dFQOEFR0dFf5wFR0dFQGQFR1k%2FtQBLAAEAAAAAASwBLAADwAfACMAJwAAEyEyFhURFAYjISImNRE0NgEhMhYVERQGIyEiJjURNDYXESEREyE1ITIBkBUdHRX%2BcBUdHQJtAZAVHR0V%2FnAVHR1HASzI%2B1AEsASwHRX8fBUdHRUDhBUd%2FgwdFf5wFR0dFQGQFR1k%2FtQBLP2oZAAAAAACAAAAZASwA%2BgAJwArAAATITIWFREzNTQ2MyEyFh0BMxUjFRQGIyEiJj0BIxEUBiMhIiY1ETQ2AREhETIBkBUdZB0VAZAVHWRkHRX%2BcBUdZB0V%2FnAVHR0CnwEsA%2BgdFf6ilhUdHRWWZJYVHR0Vlv6iFR0dFQMgFR3%2B1P7UASwAAAQAAAAABLAEsAADABMAFwAnAAAzIxEzFyEyFhURFAYjISImNRE0NhcRIREBITIWFREUBiMhIiY1ETQ2ZGRklgGQFR0dFf5wFR0dRwEs%2FqIDhBUdHRX8fBUdHQSwZB0V%2FnAVHR0VAZAVHWT%2B1AEs%2FgwdFf5wFR0dFQGQFR0AAAAAAgBkAAAETASwACcAKwAAATMyFhURFAYrARUhMhYVERQGIyEiJjURNDYzITUjIiY1ETQ2OwE1MwcRIRECWJYVHR0VlgHCFR0dFfx8FR0dFQFelhUdHRWWZMgBLARMHRX%2BcBUdZB0V%2FnAVHR0VAZAVHWQdFQGQFR1kyP7UASwAAAAEAAAAAASwBLAAAwATABcAJwAAISMRMwUhMhYVERQGIyEiJjURNDYXESERASEyFhURFAYjISImNRE0NgSwZGT9dgGQFR0dFf5wFR0dRwEs%2FK4DhBUdHRX8fBUdHQSwZB0V%2FnAVHR0VAZAVHWT%2B1AEs%2FgwdFf5wFR0dFQGQFR0AAAEBLAAwA28EgAAPAAAJAQYjIiY1ETQ2MzIXARYUA2H%2BEhcSDhAQDhIXAe4OAjX%2BEhcbGQPoGRsX%2FhIOKgAAAAABAUEAMgOEBH4ACwAACQE2FhURFAYnASY0AU8B7h0qKh3%2BEg4CewHuHREp%2FBgpER0B7g4qAAAAAAEAMgFBBH4DhAALAAATITIWBwEGIicBJjZkA%2BgpER3%2BEg4qDv4SHREDhCod%2FhIODgHuHSoAAAAAAQAyASwEfgNvAAsAAAkBFgYjISImNwE2MgJ7Ae4dESn8GCkRHQHuDioDYf4SHSoqHQHuDgAAAAACAAgAAASwBCgABgAKAAABFQE1LQE1ASE1IQK8%2FUwBnf5jBKj84AMgAuW2%2Fr3dwcHd%2B9jIAAAAAAIAAABkBLAEsAALADEAAAEjFTMVIREzNSM1IQEzND4FOwERFAYPARUhNSIuAzURMzIeBRUzESEEsMjI%2FtTIyAEs%2B1AyCAsZEyYYGWQyGRkBkAQOIhoWZBkYJhMZCwgy%2FOADhGRkASxkZP4MFSAVDggDAf3aFhkBAmRkAQUJFQ4CJgEDCA4VIBUBLAAAAgAAAAAETAPoACUAMQAAASM0LgUrAREUFh8BFSE1Mj4DNREjIg4FFSMRIQEjFTMVIREzNSM1IQMgMggLGRMmGBlkMhkZ%2FnAEDiIaFmQZGCYTGQsIMgMgASzIyP7UyMgBLAK8FSAVDggDAf3aFhkCAWRkAQUJFQ4CJgEDCA4VIBUBLPzgZGQBLGRkAAABAMgAZgNyBEoAEgAAATMyFgcJARYGKwEiJwEmNDcBNgK9oBAKDP4wAdAMChCgDQr%2BKQcHAdcKBEoWDP4w%2FjAMFgkB1wgUCAHXCQAAAQE%2BAGYD6ARKABIAAAEzMhcBFhQHAQYrASImNwkBJjYBU6ANCgHXBwf%2BKQoNoBAKDAHQ%2FjAMCgRKCf4pCBQI%2FikJFgwB0AHQDBYAAAEAZgDIBEoDcgASAAAAFh0BFAcBBiInASY9ATQ2FwkBBDQWCf4pCBQI%2FikJFgwB0AHQA3cKEKANCv4pBwcB1woNoBAKDP4wAdAAAAABAGYBPgRKA%2BgAEgAACQEWHQEUBicJAQYmPQE0NwE2MgJqAdcJFgz%2BMP4wDBYJAdcIFAPh%2FikKDaAQCgwB0P4wDAoQoA0KAdcHAAAAAgDZ%2F%2FkEPQSwAAUAOgAAARQGIzQ2BTMyFh8BNjc%2BAh4EBgcOBgcGIiYjIgYiJy4DLwEuAT4EHgEXJyY2A%2BiwfLD%2BVmQVJgdPBQsiKFAzRyorDwURAQQSFyozTSwNOkkLDkc3EDlfNyYHBw8GDyUqPjdGMR%2BTDA0EsHywfLDIHBPCAQIGBwcFDx81S21DBxlLR1xKQhEFBQcHGWt0bCQjP2hJNyATBwMGBcASGAAAAAACAMgAFQOEBLAAFgAaAAATITIWFREUBisBEQcGJjURIyImNRE0NhcVITX6AlgVHR0Vlv8TGpYVHR2rASwEsB0V%2FnAVHf4MsgkQFQKKHRUBkBUdZGRkAAAAAgDIABkETASwAA4AEgAAEyEyFhURBRElIREjETQ2ARU3NfoC7ic9%2FUQCWP1EZB8BDWQEsFEs%2FFt1A7Z9%2FBgEARc0%2FV1kFGQAAQAAAAECTW%2FDBF9fDzz1AB8EsAAAAADQdnOXAAAAANB2c5f%2FUf%2BcBdwFFAAAAAgAAgAAAAAAAAABAAAFFP%2BFAA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%3D%29%20format%28%27truetype%27%29%2Curl%28data%3Aimage%2Fsvg%2Bxml%3Bbase64%2CPD94bWwgdmVyc2lvbj0iMS4wIiBzdGFuZGFsb25lPSJubyI%2FPgo8IURPQ1RZUEUgc3ZnIFBVQkxJQyAiLS8vVzNDLy9EVEQgU1ZHIDEuMS8vRU4iICJodHRwOi8vd3d3LnczLm9yZy9HcmFwaGljcy9TVkcvMS4xL0RURC9zdmcxMS5kdGQiID4KPHN2ZyB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPgo8bWV0YWRhdGE%2BPC9tZXRhZGF0YT4KPGRlZnM%2BCjxmb250IGlkPSJnbHlwaGljb25zX2hhbGZsaW5nc3JlZ3VsYXIiIGhvcml6LWFkdi14PSIxMjAwIiA%2BCjxmb250LWZhY2UgdW5pdHMtcGVyLWVtPSIxMjAwIiBhc2NlbnQ9Ijk2MCIgZGVzY2VudD0iLTI0MCIgLz4KPG1pc3NpbmctZ2x5cGggaG9yaXotYWR2LXg9IjUwMCIgLz4KPGdseXBoIGhvcml6LWFkdi14PSIwIiAvPgo8Z2x5cGggaG9yaXotYWR2LXg9IjQwMCIgLz4KPGdseXBoIHVuaWNvZGU9IiAiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDAzOyIgaG9yaXotYWR2LXg9IjEzMDAiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDA0OyIgaG9yaXotYWR2LXg9IjQzMyIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeDIwMDU7IiBob3Jpei1hZHYteD0iMzI1IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAwNjsiIGhvcml6LWFkdi14PSIyMTYiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDA3OyIgaG9yaXotYWR2LXg9IjIxNiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeDIwMDg7IiBob3Jpei1hZHYteD0iMTYyIiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAwOTsiIGhvcml6LWFkdi14PSIyNjAiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3gyMDBhOyIgaG9yaXotYWR2LXg9IjcyIiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4MjAyZjsiIGhvcml6LWFkdi14PSIyNjAiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3gyNmZhOyIgZD0iTTc3NCAxMTkzLjVxMTYgLTkuNSAyMC41IC0yN3QtNS41IC0zMy41bC0xMzYgLTE4N2w0NjcgLTc0NmgzMHEyMCAwIDM1IC0xOC41dDE1IC0zOS41di00MmgtMTIwMHY0MnEwIDIxIDE1IDM5LjV0MzUgMTguNWgzMGw0NjggNzQ2bC0xMzUgMTgzcS0xMCAxNiAtNS41IDM0dDIwLjUgMjh0MzQgNS41dDI4IC0yMC41bDExMSAtMTQ4bDExMiAxNTBxOSAxNiAyNyAyMC41dDM0IC01ek02MDAgMjAwaDM3N2wtMTgyIDExMmwtMTk1IDUzNHYtNjQ2eiAiIC8%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDI0OyIgZD0iTTEzMDAgMGgtNTM4bC00MSA0MDBoLTI0MmwtNDEgLTQwMGgtNTM4bDQzMSAxMjAwaDIwOWwtMjEgLTMwMGgxNjJsLTIwIDMwMGgyMDh6TTUxNSA4MDBsLTI3IC0zMDBoMjI0bC0yNyAzMDBoLTE3MHoiIC8%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDMxOyIgZD0iTTk0NyAxMDYwbDEzNSAxMzVxNyA3IDEyLjUgNXQ1LjUgLTEzdi0zNjFxMCAtMTEgLTcuNSAtMTguNXQtMTguNSAtNy41aC0zNjFxLTExIDAgLTEzIDUuNXQ1IDEyLjVsMTM0IDEzNHEtMTEwIDc1IC0yMzkgNzVxLTExNiAwIC0yMTQuNSAtNTd0LTE1NS41IC0xNTUuNXQtNTcgLTIxNC41aC0xNTBxMCAxMTcgNDUuNSAyMjR0MTIzIDE4NC41dDE4NC41IDEyM3QyMjQgNDUuNXExOTIgMCAzNDcgLTExN3pNMTAyNyA2MDBoMTUwIHEwIC0xMTcgLTQ1LjUgLTIyNHQtMTIzIC0xODQuNXQtMTg0LjUgLTEyM3QtMjI0IC00NS41cS0xOTIgMCAtMzQ4IDExOGwtMTM0IC0xMzRxLTcgLTggLTEyLjUgLTUuNXQtNS41IDEyLjV2MzYwcTAgMTEgNy41IDE4LjV0MTguNSA3LjVoMzYwcTEwIDAgMTIuNSAtNS41dC01LjUgLTEyLjVsLTEzMyAtMTMzcTExMCAtNzYgMjQwIC03NnExMTYgMCAyMTQuNSA1N3QxNTUuNSAxNTUuNXQ1NyAyMTQuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDMyOyIgZD0iTTEyNSAxMjAwaDEwNTBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di0xMTUwcTAgLTEwIC03LjUgLTE3LjV0LTE3LjUgLTcuNWgtMTA1MHEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djExNTBxMCAxMCA3LjUgMTcuNXQxNy41IDcuNXpNMTA3NSAxMDAwaC04NTBxLTEwIDAgLTE3LjUgLTcuNXQtNy41IC0xNy41di04NTBxMCAtMTAgNy41IC0xNy41dDE3LjUgLTcuNWg4NTBxMTAgMCAxNy41IDcuNXQ3LjUgMTcuNXY4NTAgcTAgMTAgLTcuNSAxNy41dC0xNy41IDcuNXpNMzI1IDkwMGg1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTUwcTAgLTEwIC03LjUgLTE3LjV0LTE3LjUgLTcuNWgtNTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXY1MHEwIDEwIDcuNSAxNy41dDE3LjUgNy41ek01MjUgOTAwaDQ1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTUwcTAgLTEwIC03LjUgLTE3LjV0LTE3LjUgLTcuNWgtNDUwcS0xMCAwIC0xNy41IDcuNXQtNy41IDE3LjV2NTAgcTAgMTAgNy41IDE3LjV0MTcuNSA3LjV6TTMyNSA3MDBoNTBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di01MHEwIC0xMCAtNy41IC0xNy41dC0xNy41IC03LjVoLTUwcS0xMCAwIC0xNy41IDcuNXQtNy41IDE3LjV2NTBxMCAxMCA3LjUgMTcuNXQxNy41IDcuNXpNNTI1IDcwMGg0NTBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di01MHEwIC0xMCAtNy41IC0xNy41dC0xNy41IC03LjVoLTQ1MHEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djUwIHEwIDEwIDcuNSAxNy41dDE3LjUgNy41ek0zMjUgNTAwaDUwcTEwIDAgMTcuNSAtNy41dDcuNSAtMTcuNXYtNTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC01MHEtMTAgMCAtMTcuNSA3LjV0LTcuNSAxNy41djUwcTAgMTAgNy41IDE3LjV0MTcuNSA3LjV6TTUyNSA1MDBoNDUwcTEwIDAgMTcuNSAtNy41dDcuNSAtMTcuNXYtNTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC00NTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXY1MCBxMCAxMCA3LjUgMTcuNXQxNy41IDcuNXpNMzI1IDMwMGg1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTUwcTAgLTEwIC03LjUgLTE3LjV0LTE3LjUgLTcuNWgtNTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXY1MHEwIDEwIDcuNSAxNy41dDE3LjUgNy41ek01MjUgMzAwaDQ1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTUwcTAgLTEwIC03LjUgLTE3LjV0LTE3LjUgLTcuNWgtNDUwcS0xMCAwIC0xNy41IDcuNXQtNy41IDE3LjV2NTAgcTAgMTAgNy41IDE3LjV0MTcuNSA3LjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTAzMzsiIGQ9Ik05MDAgODAwdjIwMHEwIDgzIC01OC41IDE0MS41dC0xNDEuNSA1OC41aC0zMDBxLTgyIDAgLTE0MSAtNTl0LTU5IC0xNDF2LTIwMGgtMTAwcS00MSAwIC03MC41IC0yOS41dC0yOS41IC03MC41di02MDBxMCAtNDEgMjkuNSAtNzAuNXQ3MC41IC0yOS41aDkwMHE0MSAwIDcwLjUgMjkuNXQyOS41IDcwLjV2NjAwcTAgNDEgLTI5LjUgNzAuNXQtNzAuNSAyOS41aC0xMDB6TTQwMCA4MDB2MTUwcTAgMjEgMTUgMzUuNXQzNSAxNC41aDIwMCBxMjAgMCAzNSAtMTQuNXQxNSAtMzUuNXYtMTUwaC0zMDB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTAzNDsiIGQ9Ik0xMjUgMTEwMGg1MHExMCAwIDE3LjUgLTcuNXQ3LjUgLTE3LjV2LTEwNzVoLTEwMHYxMDc1cTAgMTAgNy41IDE3LjV0MTcuNSA3LjV6TTEwNzUgMTA1MnE0IDAgOSAtMnExNiAtNiAxNiAtMjN2LTQyMXEwIC02IC0zIC0xMnEtMzMgLTU5IC02Ni41IC05OXQtNjUuNSAtNTh0LTU2LjUgLTI0LjV0LTUyLjUgLTYuNXEtMjYgMCAtNTcuNSA2LjV0LTUyLjUgMTMuNXQtNjAgMjFxLTQxIDE1IC02MyAyMi41dC01Ny41IDE1dC02NS41IDcuNSBxLTg1IDAgLTE2MCAtNTdxLTcgLTUgLTE1IC01cS02IDAgLTExIDNxLTE0IDcgLTE0IDIydjQzOHEyMiA1NSA4MiA5OC41dDExOSA0Ni41cTIzIDIgNDMgMC41dDQzIC03dDMyLjUgLTguNXQzOCAtMTN0MzIuNSAtMTFxNDEgLTE0IDYzLjUgLTIxdDU3IC0xNHQ2My41IC03cTEwMyAwIDE4MyA4N3E3IDggMTggOHoiIC8%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDQyOyIgZD0iTTUwMCAxMjAwbDY4MiAtNjgycTggLTggOCAtMTh0LTggLTE4bC00NjQgLTQ2NHEtOCAtOCAtMTggLTh0LTE4IDhsLTY4MiA2ODJsMSA0NzVxMCAxMCA3LjUgMTcuNXQxNy41IDcuNWg0NzR6TTgwMCAxMjAwbDY4MiAtNjgycTggLTggOCAtMTh0LTggLTE4bC00NjQgLTQ2NHEtOCAtOCAtMTggLTh0LTE4IDhsLTU2IDU2bDQyNCA0MjZsLTcwMCA3MDBoMTUwek0zMTkuNSAxMDI0LjVxLTI5LjUgMjkuNSAtNzEgMjkuNXQtNzEgLTI5LjUgdC0yOS41IC03MS41dDI5LjUgLTcxLjV0NzEgLTI5LjV0NzEgMjkuNXQyOS41IDcxLjV0LTI5LjUgNzEuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDQzOyIgZD0iTTMwMCAxMjAwaDgyNXE3NSAwIDc1IC03NXYtOTAwcTAgLTI1IC0xOCAtNDNsLTY0IC02NHEtOCAtOCAtMTMgLTUuNXQtNSAxMi41djk1MHEwIDEwIC03LjUgMTcuNXQtMTcuNSA3LjVoLTcwMHEtMjUgMCAtNDMgLTE4bC02NCAtNjRxLTggLTggLTUuNSAtMTN0MTIuNSAtNWg3MDBxMTAgMCAxNy41IC03LjV0Ny41IC0xNy41di05NTBxMCAtMTAgLTcuNSAtMTcuNXQtMTcuNSAtNy41aC04NTBxLTEwIDAgLTE3LjUgNy41dC03LjUgMTcuNXY5NzUgcTAgMjUgMTggNDNsMTM5IDEzOXExOCAxOCA0MyAxOHoiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDQ5OyIgZD0iTTg3NyAxMjAwbDIgLTU3cS04MyAtMTkgLTExNiAtNDUuNXQtNDAgLTY2LjVsLTEzMiAtODM5cS05IC00OSAxMyAtNjl0OTYgLTI2di05N2gtNTAwdjk3cTE4NiAxNiAyMDAgOThsMTczIDgzMnEzIDE3IDMgMzB0LTEuNSAyMi41dC05IDE3LjV0LTEzLjUgMTIuNXQtMjEuNSAxMHQtMjYgOC41dC0zMy41IDEwcS0xMyAzIC0xOSA1djU3aDQyNXoiIC8%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDY5OyIgZD0iTTI1MCAxMTAwaDEwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtNDM4bDQ2NCA0NTNxMTUgMTQgMjUuNSAxMHQxMC41IC0yNXYtMTAwMHEwIC0yMSAtMTAuNSAtMjV0LTI1LjUgMTBsLTQ2NCA0NTN2LTQzOHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMTAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYxMDAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDcwOyIgZD0iTTUwIDExMDBoMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di00MzhsNDY0IDQ1M3ExNSAxNCAyNS41IDEwdDEwLjUgLTI1di00MzhsNDY0IDQ1M3ExNSAxNCAyNS41IDEwdDEwLjUgLTI1di0xMDAwcTAgLTIxIC0xMC41IC0yNXQtMjUuNSAxMGwtNDY0IDQ1M3YtNDM4cTAgLTIxIC0xMC41IC0yNXQtMjUuNSAxMGwtNDY0IDQ1M3YtNDM4cTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0xMDBxLTIxIDAgLTM1LjUgMTQuNSB0LTE0LjUgMzUuNXYxMDAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDcxOyIgZD0iTTEyMDAgMTA1MHYtMTAwMHEwIC0yMSAtMTAuNSAtMjV0LTI1LjUgMTBsLTQ2NCA0NTN2LTQzOHEwIC0yMSAtMTAuNSAtMjV0LTI1LjUgMTBsLTQ5MiA0ODBxLTE1IDE0IC0xNSAzNXQxNSAzNWw0OTIgNDgwcTE1IDE0IDI1LjUgMTB0MTAuNSAtMjV2LTQzOGw0NjQgNDUzcTE1IDE0IDI1LjUgMTB0MTAuNSAtMjV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTA3MjsiIGQ9Ik0yNDMgMTA3NGw4MTQgLTQ5OHExOCAtMTEgMTggLTI2dC0xOCAtMjZsLTgxNCAtNDk4cS0xOCAtMTEgLTMwLjUgLTR0LTEyLjUgMjh2MTAwMHEwIDIxIDEyLjUgMjh0MzAuNSAtNHoiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDc5OyIgZD0iTTg4NSA5MDBsLTM1MiAtMzUzbDM1MiAtMzUzbC0xOTcgLTE5OGwtNTUyIDU1Mmw1NTIgNTUweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUwODA7IiBkPSJNMTA2NCA1NDdsLTU1MSAtNTUxbC0xOTggMTk4bDM1MyAzNTNsLTM1MyAzNTNsMTk4IDE5OHoiIC8%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%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMDk2OyIgZD0iTTg1MCAxMjAwaDMwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtMzAwcTAgLTIxIC0xMC41IC0yNXQtMjQuNSAxMGwtOTQgOTRsLTI0OSAtMjQ5cS04IC03IC0xOCAtN3QtMTggN2wtMTA2IDEwNnEtNyA4IC03IDE4dDcgMThsMjQ5IDI0OWwtOTQgOTRxLTE0IDE0IC0xMCAyNC41dDI1IDEwLjV6TTM1MCAwaC0zMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djMwMHEwIDIxIDEwLjUgMjV0MjQuNSAtMTBsOTQgLTk0bDI0OSAyNDkgcTggNyAxOCA3dDE4IC03bDEwNiAtMTA2cTcgLTggNyAtMTh0LTcgLTE4bC0yNDkgLTI0OWw5NCAtOTRxMTQgLTE0IDEwIC0yNC41dC0yNSAtMTAuNXoiIC8%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%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%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTI0OyIgZD0iTTgwMCA5NDZsMjI0IDc4bC03OCAtMjI0bDIzNCAtNDVsLTE4MCAtMTU1bDE4MCAtMTU1bC0yMzQgLTQ1bDc4IC0yMjRsLTIyNCA3OGwtNDUgLTIzNGwtMTU1IDE4MGwtMTU1IC0xODBsLTQ1IDIzNGwtMjI0IC03OGw3OCAyMjRsLTIzNCA0NWwxODAgMTU1bC0xODAgMTU1bDIzNCA0NWwtNzggMjI0bDIyNCAtNzhsNDUgMjM0bDE1NSAtMTgwbDE1NSAxODB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTEyNTsiIGQ9Ik02NTAgMTIwMGg1MHE0MCAwIDcwIC00MC41dDMwIC04NC41di0xNTBsLTI4IC0xMjVoMzI4cTQwIDAgNzAgLTQwLjV0MzAgLTg0LjV2LTEwMHEwIC00NSAtMjkgLTc0bC0yMzggLTM0NHEtMTYgLTI0IC0zOCAtNDAuNXQtNDUgLTE2LjVoLTI1MHEtNyAwIC00MiAyNXQtNjYgNTBsLTMxIDI1aC02MXEtNDUgMCAtNzIuNSAxOHQtMjcuNSA1N3Y0MDBxMCAzNiAyMCA2M2wxNDUgMTk2bDk2IDE5OHExMyAyOCAzNy41IDQ4dDUxLjUgMjB6IE02NTAgMTEwMGwtMTAwIC0yMTJsLTE1MCAtMjEzdi0zNzVoMTAwbDEzNiAtMTAwaDIxNGwyNTAgMzc1djEyNWgtNDUwbDUwIDIyNXYxNzVoLTUwek01MCA4MDBoMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di01MDBxMCAtMjEgLTE0LjUgLTM1LjV0LTM1LjUgLTE0LjVoLTEwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2NTAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTM5OyIgZD0iTTUwMCAxMjAwaDIwMHE0MSAwIDcwLjUgLTI5LjV0MjkuNSAtNzAuNXYtMTAwaDMwMHE0MSAwIDcwLjUgLTI5LjV0MjkuNSAtNzAuNXYtNDAwaC01MDB2MTAwaC0yMDB2LTEwMGgtNTAwdjQwMHEwIDQxIDI5LjUgNzAuNXQ3MC41IDI5LjVoMzAwdjEwMHEwIDQxIDI5LjUgNzAuNXQ3MC41IDI5LjV6TTUwMCAxMTAwdi0xMDBoMjAwdjEwMGgtMjAwek0xMjAwIDQwMHYtMjAwcTAgLTQxIC0yOS41IC03MC41dC03MC41IC0yOS41aC0xMDAwIHEtNDEgMCAtNzAuNSAyOS41dC0yOS41IDcwLjV2MjAwaDEyMDB6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTE0MDsiIGQ9Ik01MCAxMjAwaDMwMHEyMSAwIDI1IC0xMC41dC0xMCAtMjQuNWwtOTQgLTk0bDE5OSAtMTk5cTcgLTggNyAtMTh0LTcgLTE4bC0xMDYgLTEwNnEtOCAtNyAtMTggLTd0LTE4IDdsLTE5OSAxOTlsLTk0IC05NHEtMTQgLTE0IC0yNC41IC0xMHQtMTAuNSAyNXYzMDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek04NTAgMTIwMGgzMDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTMwMHEwIC0yMSAtMTAuNSAtMjV0LTI0LjUgMTBsLTk0IDk0IGwtMTk5IC0xOTlxLTggLTcgLTE4IC03dC0xOCA3bC0xMDYgMTA2cS03IDggLTcgMTh0NyAxOGwxOTkgMTk5bC05NCA5NHEtMTQgMTQgLTEwIDI0LjV0MjUgMTAuNXpNMzY0IDQ3MGwxMDYgLTEwNnE3IC04IDcgLTE4dC03IC0xOGwtMTk5IC0xOTlsOTQgLTk0cTE0IC0xNCAxMCAtMjQuNXQtMjUgLTEwLjVoLTMwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2MzAwcTAgMjEgMTAuNSAyNXQyNC41IC0xMGw5NCAtOTRsMTk5IDE5OSBxOCA3IDE4IDd0MTggLTd6TTEwNzEgMjcxbDk0IDk0cTE0IDE0IDI0LjUgMTB0MTAuNSAtMjV2LTMwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMzAwcS0yMSAwIC0yNSAxMC41dDEwIDI0LjVsOTQgOTRsLTE5OSAxOTlxLTcgOCAtNyAxOHQ3IDE4bDEwNiAxMDZxOCA3IDE4IDd0MTggLTd6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTE0MTsiIGQ9Ik01OTYgMTE5MnExMjEgMCAyMzEuNSAtNDcuNXQxOTAgLTEyN3QxMjcgLTE5MHQ0Ny41IC0yMzEuNXQtNDcuNSAtMjMxLjV0LTEyNyAtMTkwLjV0LTE5MCAtMTI3dC0yMzEuNSAtNDd0LTIzMS41IDQ3dC0xOTAuNSAxMjd0LTEyNyAxOTAuNXQtNDcgMjMxLjV0NDcgMjMxLjV0MTI3IDE5MHQxOTAuNSAxMjd0MjMxLjUgNDcuNXpNNTk2IDEwMTBxLTExMiAwIC0yMDcuNSAtNTUuNXQtMTUxIC0xNTF0LTU1LjUgLTIwNy41dDU1LjUgLTIwNy41IHQxNTEgLTE1MXQyMDcuNSAtNTUuNXQyMDcuNSA1NS41dDE1MSAxNTF0NTUuNSAyMDcuNXQtNTUuNSAyMDcuNXQtMTUxIDE1MXQtMjA3LjUgNTUuNXpNNDU0LjUgOTA1cTIyLjUgMCAzOC41IC0xNnQxNiAtMzguNXQtMTYgLTM5dC0zOC41IC0xNi41dC0zOC41IDE2LjV0LTE2IDM5dDE2IDM4LjV0MzguNSAxNnpNNzU0LjUgOTA1cTIyLjUgMCAzOC41IC0xNnQxNiAtMzguNXQtMTYgLTM5dC0zOCAtMTYuNXEtMTQgMCAtMjkgMTBsLTU1IC0xNDUgcTE3IC0yMyAxNyAtNTFxMCAtMzYgLTI1LjUgLTYxLjV0LTYxLjUgLTI1LjV0LTYxLjUgMjUuNXQtMjUuNSA2MS41cTAgMzIgMjAuNSA1Ni41dDUxLjUgMjkuNWwxMjIgMTI2bDEgMXEtOSAxNCAtOSAyOHEwIDIzIDE2IDM5dDM4LjUgMTZ6TTM0NS41IDcwOXEyMi41IDAgMzguNSAtMTZ0MTYgLTM4LjV0LTE2IC0zOC41dC0zOC41IC0xNnQtMzguNSAxNnQtMTYgMzguNXQxNiAzOC41dDM4LjUgMTZ6TTg1NC41IDcwOXEyMi41IDAgMzguNSAtMTYgdDE2IC0zOC41dC0xNiAtMzguNXQtMzguNSAtMTZ0LTM4LjUgMTZ0LTE2IDM4LjV0MTYgMzguNXQzOC41IDE2eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUxNDI7IiBkPSJNNTQ2IDE3M2w0NjkgNDcwcTkxIDkxIDk5IDE5MnE3IDk4IC01MiAxNzUuNXQtMTU0IDk0LjVxLTIyIDQgLTQ3IDRxLTM0IDAgLTY2LjUgLTEwdC01Ni41IC0yM3QtNTUuNSAtMzh0LTQ4IC00MS41dC00OC41IC00Ny41cS0zNzYgLTM3NSAtMzkxIC0zOTBxLTMwIC0yNyAtNDUgLTQxLjV0LTM3LjUgLTQxdC0zMiAtNDYuNXQtMTYgLTQ3LjV0LTEuNSAtNTYuNXE5IC02MiA1My41IC05NXQ5OS41IC0zM3E3NCAwIDEyNSA1MWw1NDggNTQ4IHEzNiAzNiAyMCA3NXEtNyAxNiAtMjEuNSAyNnQtMzIuNSAxMHEtMjYgMCAtNTAgLTIzcS0xMyAtMTIgLTM5IC0zOGwtMzQxIC0zMzhxLTE1IC0xNSAtMzUuNSAtMTUuNXQtMzQuNSAxMy41dC0xNCAzNC41dDE0IDM0LjVxMzI3IDMzMyAzNjEgMzY3cTM1IDM1IDY3LjUgNTEuNXQ3OC41IDE2LjVxMTQgMCAyOSAtMXE0NCAtOCA3NC41IC0zNS41dDQzLjUgLTY4LjVxMTQgLTQ3IDIgLTk2LjV0LTQ3IC04NC41cS0xMiAtMTEgLTMyIC0zMiB0LTc5LjUgLTgxdC0xMTQuNSAtMTE1dC0xMjQuNSAtMTIzLjV0LTEyMyAtMTE5LjV0LTk2LjUgLTg5dC01NyAtNDVxLTU2IC0yNyAtMTIwIC0yN3EtNzAgMCAtMTI5IDMydC05MyA4OXEtNDggNzggLTM1IDE3M3Q4MSAxNjNsNTExIDUxMXE3MSA3MiAxMTEgOTZxOTEgNTUgMTk4IDU1cTgwIDAgMTUyIC0zM3E3OCAtMzYgMTI5LjUgLTEwM3Q2Ni41IC0xNTRxMTcgLTkzIC0xMSAtMTgzLjV0LTk0IC0xNTYuNWwtNDgyIC00NzYgcS0xNSAtMTUgLTM2IC0xNnQtMzcgMTR0LTE3LjUgMzR0MTQuNSAzNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTQzOyIgZD0iTTY0OSA5NDlxNDggNjggMTA5LjUgMTA0dDEyMS41IDM4LjV0MTE4LjUgLTIwdDEwMi41IC02NHQ3MSAtMTAwLjV0MjcgLTEyM3EwIC01NyAtMzMuNSAtMTE3LjV0LTk0IC0xMjQuNXQtMTI2LjUgLTEyNy41dC0xNTAgLTE1Mi41dC0xNDYgLTE3NHEtNjIgODUgLTE0NS41IDE3NHQtMTUwIDE1Mi41dC0xMjYuNSAxMjcuNXQtOTMuNSAxMjQuNXQtMzMuNSAxMTcuNXEwIDY0IDI4IDEyM3Q3MyAxMDAuNXQxMDQgNjR0MTE5IDIwIHQxMjAuNSAtMzguNXQxMDQuNSAtMTA0ek04OTYgOTcycS0zMyAwIC02NC41IC0xOXQtNTYuNSAtNDZ0LTQ3LjUgLTUzLjV0LTQzLjUgLTQ1LjV0LTM3LjUgLTE5dC0zNiAxOXQtNDAgNDUuNXQtNDMgNTMuNXQtNTQgNDZ0LTY1LjUgMTlxLTY3IDAgLTEyMi41IC01NS41dC01NS41IC0xMzIuNXEwIC0yMyAxMy41IC01MXQ0NiAtNjV0NTcuNSAtNjN0NzYgLTc1bDIyIC0yMnExNSAtMTQgNDQgLTQ0dDUwLjUgLTUxdDQ2IC00NHQ0MSAtMzV0MjMgLTEyIHQyMy41IDEydDQyLjUgMzZ0NDYgNDR0NTIuNSA1MnQ0NCA0M3E0IDQgMTIgMTNxNDMgNDEgNjMuNSA2MnQ1MiA1NXQ0NiA1NXQyNiA0NnQxMS41IDQ0cTAgNzkgLTUzIDEzMy41dC0xMjAgNTQuNXoiIC8%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTUxOyIgZD0iTTEwMDAgNzAwaC0xMDB2MTAwaC0xMDB2LTEwMGgtMTAwdjUwMGgzMDB2LTUwMHpNNDAwIDMwMGgxNTBxMjEgMCAyNSAtMTF0LTEwIC0yNWwtMjMwIC0yNTBxLTE0IC0xNSAtMzUgLTE1dC0zNSAxNWwtMjMwIDI1MHEtMTQgMTQgLTEwIDI1dDI1IDExaDE1MHY5MDBoMjAwdi05MDB6TTgwMSAxMTAwdi0yMDBoMTAwdjIwMGgtMTAwek0xMDAwIDM1MGwtMjAwIC0yNTBoMjAwdi0xMDBoLTMwMHYxNTBsMjAwIDI1MGgtMjAwdjEwMGgzMDB2LTE1MHogIiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTE1MjsiIGQ9Ik00MDAgMzAwaDE1MHEyMSAwIDI1IC0xMXQtMTAgLTI1bC0yMzAgLTI1MHEtMTQgLTE1IC0zNSAtMTV0LTM1IDE1bC0yMzAgMjUwcS0xNCAxNCAtMTAgMjV0MjUgMTFoMTUwdjkwMGgyMDB2LTkwMHpNMTAwMCAxMDUwbC0yMDAgLTI1MGgyMDB2LTEwMGgtMzAwdjE1MGwyMDAgMjUwaC0yMDB2MTAwaDMwMHYtMTUwek0xMDAwIDBoLTEwMHYxMDBoLTEwMHYtMTAwaC0xMDB2NTAwaDMwMHYtNTAwek04MDEgNDAwdi0yMDBoMTAwdjIwMGgtMTAweiAiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMTYyOyIgZD0iTTc5MyAxMTgybDkgLTlxOCAtMTAgNSAtMjdxLTMgLTExIC03OSAtMjI1LjV0LTc4IC0yMjEuNWwzMDAgMXEyNCAwIDMyLjUgLTE3LjV0LTUuNSAtMzUuNXEtMSAwIC0xMzMuNSAtMTU1dC0yNjcgLTMxMi41dC0xMzguNSAtMTYyLjVxLTEyIC0xNSAtMjYgLTE1aC05bC05IDhxLTkgMTEgLTQgMzJxMiA5IDQyIDEyMy41dDc5IDIyNC41bDM5IDExMGgtMzAycS0yMyAwIC0zMSAxOXEtMTAgMjEgNiA0MXE3NSA4NiAyMDkuNSAyMzcuNSB0MjI4IDI1N3Q5OC41IDExMS41cTkgMTYgMjUgMTZoOXoiIC8%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%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%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%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%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%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%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%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%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjE5OyIgZD0iTTIwMCAxMTAwaDgwMHE4MyAwIDE0MS41IC01OC41dDU4LjUgLTE0MS41di0yMDBoLTEwMHEwIDQxIC0yOS41IDcwLjV0LTcwLjUgMjkuNWgtMjUwcS00MSAwIC03MC41IC0yOS41dC0yOS41IC03MC41aC0xMDBxMCA0MSAtMjkuNSA3MC41dC03MC41IDI5LjVoLTI1MHEtNDEgMCAtNzAuNSAtMjkuNXQtMjkuNSAtNzAuNWgtMTAwdjIwMHEwIDgzIDU4LjUgMTQxLjV0MTQxLjUgNTguNXpNMTAwIDYwMGgxMDAwcTQxIDAgNzAuNSAtMjkuNSB0MjkuNSAtNzAuNXYtMzAwaC0xMjAwdjMwMHEwIDQxIDI5LjUgNzAuNXQ3MC41IDI5LjV6TTMwMCAxMDB2LTUwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0xMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djUwaDIwMHpNMTEwMCAxMDB2LTUwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0xMDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djUwaDIwMHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjIxOyIgZD0iTTQ4MCAxMTY1bDY4MiAtNjgzcTMxIC0zMSAzMSAtNzUuNXQtMzEgLTc1LjVsLTEzMSAtMTMxaC00ODFsLTUxNyA1MThxLTMyIDMxIC0zMiA3NS41dDMyIDc1LjVsMjk1IDI5NnEzMSAzMSA3NS41IDMxdDc2LjUgLTMxek0xMDggNzk0bDM0MiAtMzQybDMwMyAzMDRsLTM0MSAzNDF6TTI1MCAxMDBoODAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di01MGgtOTAwdjUwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXoiIC8%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%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%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjQyOyIgZD0iTTEwMDAgMzAwdjUwcS0yNSAwIC01NSAzMnEtMTQgMTQgLTI1IDMxdC0xNiAyN2wtNCAxMWwtMjg5IDc0N2gtNjlsLTMwMCAtNzU0cS0xOCAtMzUgLTM5IC01NnEtOSAtOSAtMjQuNSAtMTguNXQtMjYuNSAtMTQuNWwtMTEgLTV2LTUwaDI3M3Y1MHEtNDkgMCAtNzguNSAyMS41dC0xMS41IDY3LjVsNjkgMTc2aDI5M2w2MSAtMTY2cTEzIC0zNCAtMy41IC02Ni41dC01NS41IC0zMi41di01MGgzMTJ6TTQxMiA2OTFsMTM0IDM0MmwxMjEgLTM0MiBoLTI1NXpNMTEwMCAxNTB2LTEwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtMTAwMHEtMjEgMCAtMzUuNSAxNC41dC0xNC41IDM1LjV2MTAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNWgxMDAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyNDM7IiBkPSJNNTAgMTIwMGgxMTAwcTIxIDAgMzUuNSAtMTQuNXQxNC41IC0zNS41di0xMTAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC0xMTAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXYxMTAwcTAgMjEgMTQuNSAzNS41dDM1LjUgMTQuNXpNNjExIDExMThoLTcwcS0xMyAwIC0xOCAtMTJsLTI5OSAtNzUzcS0xNyAtMzIgLTM1IC01MXEtMTggLTE4IC01NiAtMzRxLTEyIC01IC0xMiAtMTh2LTUwcTAgLTggNS41IC0xNHQxNC41IC02IGgyNzNxOCAwIDE0IDZ0NiAxNHY1MHEwIDggLTYgMTR0LTE0IDZxLTU1IDAgLTcxIDIzcS0xMCAxNCAwIDM5bDYzIDE2M2gyNjZsNTcgLTE1M3ExMSAtMzEgLTYgLTU1cS0xMiAtMTcgLTM2IC0xN3EtOCAwIC0xNCAtNnQtNiAtMTR2LTUwcTAgLTggNiAtMTR0MTQgLTZoMzEzcTggMCAxNCA2dDYgMTR2NTBxMCA3IC01LjUgMTN0LTEzLjUgN3EtMTcgMCAtNDIgMjVxLTI1IDI3IC00MCA2M2gtMWwtMjg4IDc0OHEtNSAxMiAtMTkgMTJ6TTYzOSA2MTEgaC0xOTdsMTAzIDI2NHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjQ0OyIgZD0iTTEyMDAgMTEwMGgtMTIwMHYxMDBoMTIwMHYtMTAwek01MCAxMDAwaDQwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtOTAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC00MDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djkwMHEwIDIxIDE0LjUgMzUuNXQzNS41IDE0LjV6TTY1MCAxMDAwaDQwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtNDAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC00MDAgcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXY0MDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek03MDAgOTAwdi0zMDBoMzAwdjMwMGgtMzAweiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyNDU7IiBkPSJNNTAgMTIwMGg0MDBxMjEgMCAzNS41IC0xNC41dDE0LjUgLTM1LjV2LTkwMHEwIC0yMSAtMTQuNSAtMzUuNXQtMzUuNSAtMTQuNWgtNDAwcS0yMSAwIC0zNS41IDE0LjV0LTE0LjUgMzUuNXY5MDBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek02NTAgNzAwaDQwMHEyMSAwIDM1LjUgLTE0LjV0MTQuNSAtMzUuNXYtNDAwcTAgLTIxIC0xNC41IC0zNS41dC0zNS41IC0xNC41aC00MDBxLTIxIDAgLTM1LjUgMTQuNXQtMTQuNSAzNS41djQwMCBxMCAyMSAxNC41IDM1LjV0MzUuNSAxNC41ek03MDAgNjAwdi0zMDBoMzAwdjMwMGgtMzAwek0xMjAwIDBoLTEyMDB2MTAwaDEyMDB2LTEwMHoiIC8%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%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%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjUwOyIgZD0iTTg2NSA1NjVsLTQ5NCAtNDk0cS0yMyAtMjMgLTQxIC0yM3EtMTQgMCAtMjIgMTMuNXQtOCAzOC41djEwMDBxMCAyNSA4IDM4LjV0MjIgMTMuNXExOCAwIDQxIC0yM2w0OTQgLTQ5NHExNCAtMTQgMTQgLTM1dC0xNCAtMzV6IiAvPgo8Z2x5cGggdW5pY29kZT0iJiN4ZTI1MTsiIGQ9Ik0zMzUgNjM1bDQ5NCA0OTRxMjkgMjkgNTAgMjAuNXQyMSAtNDkuNXYtMTAwMHEwIC00MSAtMjEgLTQ5LjV0LTUwIDIwLjVsLTQ5NCA0OTRxLTE0IDE0IC0xNCAzNXQxNCAzNXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjUyOyIgZD0iTTEwMCA5MDBoMTAwMHE0MSAwIDQ5LjUgLTIxdC0yMC41IC01MGwtNDk0IC00OTRxLTE0IC0xNCAtMzUgLTE0dC0zNSAxNGwtNDk0IDQ5NHEtMjkgMjkgLTIwLjUgNTB0NDkuNSAyMXoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjUzOyIgZD0iTTYzNSA4NjVsNDk0IC00OTRxMjkgLTI5IDIwLjUgLTUwdC00OS41IC0yMWgtMTAwMHEtNDEgMCAtNDkuNSAyMXQyMC41IDUwbDQ5NCA0OTRxMTQgMTQgMzUgMTR0MzUgLTE0eiIgLz4KPGdseXBoIHVuaWNvZGU9IiYjeGUyNTQ7IiBkPSJNNzAwIDc0MXYtMTgybC02OTIgLTMyM3YyMjFsNDEzIDE5M2wtNDEzIDE5M3YyMjF6TTEyMDAgMGgtODAwdjIwMGg4MDB2LTIwMHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjU1OyIgZD0iTTEyMDAgOTAwaC0yMDB2LTEwMGgyMDB2LTEwMGgtMzAwdjMwMGgyMDB2MTAwaC0yMDB2MTAwaDMwMHYtMzAwek0wIDcwMGg1MHEwIDIxIDQgMzd0OS41IDI2LjV0MTggMTcuNXQyMiAxMXQyOC41IDUuNXQzMSAydDM3IDAuNWgxMDB2LTU1MHEwIC0yMiAtMjUgLTM0LjV0LTUwIC0xMy41bC0yNSAtMnYtMTAwaDQwMHYxMDBxLTQgMCAtMTEgMC41dC0yNCAzdC0zMCA3dC0yNCAxNXQtMTEgMjQuNXY1NTBoMTAwcTI1IDAgMzcgLTAuNXQzMSAtMiB0MjguNSAtNS41dDIyIC0xMXQxOCAtMTcuNXQ5LjUgLTI2LjV0NCAtMzdoNTB2MzAwaC04MDB2LTMwMHoiIC8%2BCjxnbHlwaCB1bmljb2RlPSImI3hlMjU2OyIgZD0iTTgwMCA3MDBoLTUwcTAgMjEgLTQgMzd0LTkuNSAyNi41dC0xOCAxNy41dC0yMiAxMXQtMjguNSA1LjV0LTMxIDJ0LTM3IDAuNWgtMTAwdi01NTBxMCAtMjIgMjUgLTM0LjV0NTAgLTE0LjVsMjUgLTF2LTEwMGgtNDAwdjEwMHE0IDAgMTEgMC41dDI0IDN0MzAgN3QyNCAxNXQxMSAyNC41djU1MGgtMTAwcS0yNSAwIC0zNyAtMC41dC0zMSAtMnQtMjguNSAtNS41dC0yMiAtMTF0LTE4IC0xNy41dC05LjU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<h1 class="title toc-ignore">R workflow for ABA prediction model calibration</h1>
<h4 class="author">Jean-Matthieu Monnet</h4>
<h4 class="date">2021-08-03</h4>
</div>
<hr />
<p>The code below presents a workflow to calibrate prediction models for the estimation of forest parameters from ALS-derived metrics, using the area-based approach (ABA). The workflow is based on functions from <code>R</code> packages <code>lidaRtRee</code> and <code>lidR</code>.</p>
<p>Licence: GNU GPLv3 / <a href="https://gitlab.irstea.fr/jean-matthieu.monnet/lidartree_tutorials/-/blob/master/R/area-based.2.model.calibration.Rmd">Source page</a></p>
<p>Many thanks to Pascal Obstétar for checking code and improvement suggestions.</p>
<div id="load-data" class="section level1">
<h1>Load data</h1>
<p>The “Quatre Montagnes” dataset from France, prepared as described in the <a href="https://gitlab.irstea.fr/jean-matthieu.monnet/lidartree_tutorials/-/blob/master/R/area-based.1.data.preparation.Rmd">data preparation tutorial</a> is loaded from the R archive files located in the folder “data/aba.model/output.”</p>
<div id="field-data" class="section level2">
<h2>Field data</h2>
<p>The file “plots.rda” contains the field data, organized as a data.frame named <code>plots</code>. For subsequent use in the workflow, the data.frame should contain at least two fields: <code>plot_id</code> (unique plot identifier) and a forest stand parameter. Each line in the data.frame corresponds to a field plot. A factor variable is required to calibrate stratified models. Plot coordinates are required for subsequent inference computations.</p>
<p>The provided data set includes one categorical variable: <code>stratum</code>, which corresponds to forest ownership, XY coordinates and three forest stand parameters :</p>
<ul>
<li>basal area in m<sup>2</sup>/ha (<code>G_m2_ha</code>),</li>
<li>stem density in /ha (<code>N_ha</code>),</li>
<li>mean diameter at breast height in cm (<code>D_mean_cm</code>).</li>
</ul>
<p>Scatterplots of stand parameters are presented below, colored by ownership (green for public forest, blue otherwise).</p>
<pre class="r"><code># load plot-level data
load(file = "../data/aba.model/output/plots.rda")
summary(plots)</code></pre>
<pre><code>## plot_id X Y cluster_id
## Length:96 Min. :895945 Min. :6439570 Length:96
## Class :character 1st Qu.:896989 1st Qu.:6443484 Class :character
## Mode :character Median :899661 Median :6451211 Mode :character
## Mean :899394 Mean :6450228
## 3rd Qu.:900696 3rd Qu.:6455042
## Max. :903303 Max. :6459820
## G_m2_ha N_ha D_mean_cm stratum
## Min. :15.67 Min. : 56.59 Min. :14.70 private:32
## 1st Qu.:31.22 1st Qu.: 488.08 1st Qu.:19.55 public :64
## Median :37.35 Median : 714.43 Median :22.65
## Mean :40.17 Mean : 810.07 Mean :24.78
## 3rd Qu.:44.78 3rd Qu.:1110.55 3rd Qu.:26.31
## Max. :99.18 Max. :1994.74 Max. :75.53</code></pre>
<pre class="r"><code># display forest variables
plot(plots[, c("G_m2_ha", "N_ha", "D_mean_cm")], col = ifelse(plots$stratum == "public",
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"green", "blue"))</code></pre>
<p><img 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" width="672" style="display: block; margin: auto;" /></p>
</div>
<div id="als-data" class="section level2">
<h2>ALS data</h2>
<p>Normalized ALS point clouds extracted over each plot, as well as terrain statistics previously computed from the ALS ground points can also be prepared according to the <a href="https://gitlab.irstea.fr/jean-matthieu.monnet/lidartree_tutorials/-/blob/master/R/area-based.1.data.preparation.Rmd">data preparation tutorial</a>. Point clouds corresponding to each field plot are organized in a list of LAS objects. Meta data of one LAS object are displayed below.</p>
<pre class="r"><code># list of LAS objects: normalized point clouds inside plot extent
load("../data/aba.model/output/llas_height.rda")
# display one point cloud # lidR::plot(llasn[[1]])
llas_height[[1]]</code></pre>
<pre><code>## class : LAS (v1.2 format 1)
## memory : 1.3 Mb
## extent : 898185.8, 898225.7, 6455688, 6455728 (xmin, xmax, ymin, ymax)
## coord. ref. : RGF93 / Lambert-93
## area : 1248.7 m²
## points : 15.6 thousand points
## density : 12.51 points/m²</code></pre>
<p>The first lines of the terrain statistics are displayed hereafter.</p>
<pre><code>## altitude azimut_gr slope_gr
## Verc-01-1 1096.9 99.1 20.1
## Verc-01-2 1083.4 94.0 16.1
## Verc-01-3 1120.7 104.0 22.9</code></pre>
<p>The following lines ensure that the plots are ordered in the same way in the three data objects.</p>
<pre class="r"><code>llas_height <- llas_height[plots$plot_id]
metrics_terrain <- metrics_terrain[plots$plot_id, ]</code></pre>
</div>
</div>
<div id="als-metrics-computation" class="section level1">
<h1>ALS metrics computation</h1>
<p>Two types of metrics can be computed.</p>
<ul>
<li>Point cloud metrics are directly computed from the point cloud or from the derived surface model on the whole plot extent. These are the metrics generally used in the area-based approach.</li>
<li>Tree metrics are computed from the characteristics of trees detected in the point cloud (or in the derived surface model). They are more CPU-intensive to compute and require ALS data with higher density, but in some cases they allow a slight improvement in models prediction accuracy.</li>
</ul>
<div id="point-cloud-metrics" class="section level2">
<h2>Point cloud metrics</h2>
<p>Point cloud metrics are computed with the function <code>lidaRtRee::clouds_metrics</code>, which applies the <code>lidR::cloud_metrics</code> to all point clouds in the list. Default computed metrics are those proposed by the function <a href="https://github.com/Jean-Romain/lidR/wiki/stdmetrics"><code>lidR::stdmetrics</code></a>. Additional metrics are available with the function <code>lidaRtRee::ABAmodelMetrics</code>.</p>
<pre class="r"><code># define function for later use
aba_point_metrics_fun <- ~lidaRtRee::aba_metrics(Z, Intensity, ReturnNumber, Classification,
2)
# apply function on each point cloud in list
metrics_points <- lidaRtRee::clouds_metrics(llas_height, aba_point_metrics_fun)
round(head(metrics_points[, 1:8], n = 3), 2)</code></pre>
<pre><code>## zmax zmean zsd zskew zkurt zentropy pzabovezmean pzabove2
## Verc-01-1 33.87 16.99 8.21 -0.35 1.80 0.93 57.78 99.98
## Verc-01-2 30.54 16.79 5.66 -0.44 2.70 0.90 54.00 99.99
## Verc-01-3 29.89 18.64 5.15 -0.65 3.33 0.88 54.50 99.99</code></pre>
</div>
<div id="tree-metrics" class="section level2">
<h2>Tree metrics</h2>
<p>Tree metrics rely on a preliminary detection of trees, which is performed with the <code>lidaRtRee::tree_segmentation</code> function. For more details, please refer to the <a href="https://gitlab.irstea.fr/jean-matthieu.monnet/lidartree_tutorials/-/blob/master/R/tree.detection.Rmd">tree detection tutorial</a>. Tree segmentation requires point clouds or canopy height models with an additional buffer in order to avoid border effects when computing tree characteristics. Once trees are detected, metrics are derived with the function <code>lidaRtRee::std_tree_metrics</code>. A user-specific function can be specified to compute other metrics from the features of detected trees. Plot radius has to be specified as it is required to exclude trees detected outside of the plot, and to compute the plot surface. Tree segmentation is not relevant when the point cloud density is too low, typically below five points per m<sup>2</sup>. The function first computes a canopy height model which default resolution is 0.5 m, but this should be set to 1 m with low point densities.</p>
<pre class="r"><code># resolution of canopy height model (m)
aba_res_chm <- 0.5
# specify plot radius to exclude trees located outside plots
plot_radius <- 15
# compute tree metrics
metrics_trees <- lidaRtRee::clouds_tree_metrics(llas_height, plots[, c("X", "Y")],
plot_radius, res = aba_res_chm, func = function(x) {
lidaRtRee::std_tree_metrics(x, area_ha = pi * plot_radius^2/10000)
})
round(head(metrics_trees[, 1:5], n = 3), 2)</code></pre>
<pre><code>## Tree_meanH Tree_sdH Tree_giniH Tree_density TreeInf10_density
## Verc-01-1 27.11 6.39 0.11 226.35 14.15
## Verc-01-2 25.80 3.27 0.06 268.80 0.00
## Verc-01-3 25.74 3.88 0.08 268.80 0.00</code></pre>
</div>
<div id="other-metrics" class="section level2">
<h2>Other metrics</h2>
<p>In case terrain metrics have been computed from the cloud of ground points only, they can also be added as variables, and so do other environmental variables which might be relevant in modeling.</p>
<pre class="r"><code>metrics <- cbind(metrics_points[plots$plot_id, ], metrics_trees[plots$plot_id, ],
281282283284285286287288289290291292293294295296297298299300301302303304305306307308309310311312313314315316317318319320321322323324325326327328329330331332333334335336337338339340341342343344345346347348349350
metrics_terrain[plots$plot_id, 1:3])</code></pre>
</div>
</div>
<div id="model-calibration" class="section level1">
<h1>Model calibration</h1>
<div id="calibration-for-a-single-variable" class="section level2">
<h2>Calibration for a single variable</h2>
<p>Once a dependent variable (forest parameter of interest) has been chosen, the function <code>lidaRtRee::ABAmodel</code> is used to select the linear regression model that yields the highest adjusted-R<sup>2</sup> with a defined number of independent variables, while checking linear model assumptions. A Box-Cox transformation of the dependent variable can be applied to normalize its distribution, or a log transformation of all variables (parameter <code>transform</code>). Model details and cross-validation statistics are available from the returned object.</p>
<pre class="r"><code>variable <- "G_m2_ha"
# no subsample in this case
subsample <- 1:nrow(plots)
# model calibration
model_aba <- lidaRtRee::aba_build_model(plots[subsample, variable], metrics[subsample,
], transform = "boxcox", nmax = 4, xy = plots[subsample, c("X", "Y")])</code></pre>
<pre><code>## Reordering variables and trying again:</code></pre>
<pre class="r"><code># renames outputs with variable name
row.names(model_aba$stats) <- variable
# display selected linear regression model
model_aba$model</code></pre>
<pre><code>##
## Call:
## stats::lm(formula = dep_var ~ Tree_density + TreeCanopy_cover_in_plot +
## TreeCanopy_meanH_in_plot, data = df_transform)
##
## Coefficients:
## (Intercept) Tree_density TreeCanopy_cover_in_plot
## 1.7858818 0.0005301 0.5469520
## TreeCanopy_meanH_in_plot
## 0.0241959</code></pre>
<pre class="r"><code># display calibration and validation statistics
model_aba$stats</code></pre>
<pre><code>## n formula
## G_m2_ha 96 Tree_density + TreeCanopy_cover_in_plot + TreeCanopy_meanH_in_plot
## adjR2 transform lambda rmse cvrmse pwil pttest
## G_m2_ha 0.6892916 boxcox -0.1437872 8.270108 0.2058545 0.7270993 0.9843179
## paov cor looR2 var_res
## G_m2_ha 0.993002 0.8209006 0.6735363 0.01284851</code></pre>
<p>The function computes values predicted in leave-one-out cross-validation, by using the same combination of dependent variables and fitting the regression coefficients with all observations except one. Predicted values can be plotted against field values with the function <code>lidaRtRee::aba_plot</code>. It is also informative to check the correlation of prediction errors with other forest or environmental variables.</p>
<p>In this example, only tree metrics are selected in the basal area prediction model. The model seems to fail to predict large values. The prediction errors are positively correlated with basal area because large values are under-estimated.</p>
<pre class="r"><code># check correlation between errors and other variables
round(cor(cbind(model_aba$values$residual, plots[subsample, c("G_m2_ha", "N_ha",
"D_mean_cm")], metrics_terrain[subsample, 1:3])), 2)[1, ]</code></pre>
<pre><code>## model_aba$values$residual G_m2_ha N_ha
## 1.00 0.60 0.09
## D_mean_cm altitude azimut_gr
## 0.16 0.10 -0.06
## slope_gr
## -0.01</code></pre>
<pre class="r"><code># significance of correlation value
cor.test(model_aba$values$residual, plots[subsample, variable])</code></pre>
<pre><code>##
## Pearson's product-moment correlation
##
## data: model_aba$values$residual and plots[subsample, variable]
## t = 7.22, df = 94, p-value = 1.333e-10
## alternative hypothesis: true correlation is not equal to 0
## 95 percent confidence interval:
## 0.4507584 0.7124438
## sample estimates:
## cor
## 0.5972687</code></pre>
<pre class="r"><code># plot predicted VS field values
par(mfrow = c(1, 2))
lidaRtRee::aba_plot(model_aba, main = variable)
plot(plots[subsample, c("G_m2_ha")], model_aba$values$residual, ylab = "Prediction errors",
xlab = "Field values")
abline(h = 0, lty = 2)</code></pre>
<p><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAABgAAAANgCAMAAADd/FOkAAADAFBMVEUAAAABAQECAgIDAwMEBAQFBQUGBgYHBwcICAgJCQkKCgoLCwsMDAwNDQ0ODg4PDw8QEBARERESEhITExMUFBQVFRUWFhYXFxcYGBgZGRkaGhobGxscHBwdHR0eHh4fHx8gICAhISEiIiIjIyMkJCQlJSUmJiYnJycoKCgpKSkqKiorKyssLCwtLS0uLi4vLy8wMDAxMTEyMjIzMzM0NDQ1NTU2NjY3Nzc4ODg5OTk6Ojo7Ozs8PDw9PT0+Pj4/Pz9AQEBBQUFCQkJDQ0NERERFRUVGRkZHR0dISEhJSUlKSkpLS0tMTExNTU1OTk5PT09QUFBRUVFSUlJTU1NUVFRVVVVWVlZXV1dYWFhZWVlaWlpbW1tcXFxdXV1eXl5fX19gYGBhYWFiYmJjY2NkZGRlZWVmZmZnZ2doaGhpaWlqampra2tsbGxtbW1ubm5vb29wcHBxcXFycnJzc3N0dHR1dXV2dnZ3d3d4eHh5eXl6enp7e3t8fHx9fX1+fn5/f3+AgICBgYGCgoKDg4OEhISFhYWGhoaHh4eIiIiJiYmKioqLi4uMjIyNjY2Ojo6Pj4+QkJCRkZGSkpKTk5OUlJSVlZWWlpaXl5eYmJiZmZmampqbm5ucnJydnZ2enp6fn5+goKChoaGioqKjo6OkpKSlpaWmpqanp6eoqKipqamqqqqrq6usrKytra2urq6vr6+wsLCxsbGysrKzs7O0tLS1tbW2tra3t7e4uLi5ubm6urq7u7u8vLy9vb2+vr6/v7/AwMDBwcHCwsLDw8PExMTFxcXGxsbHx8fIyMjJycnKysrLy8vMzMzNzc3Ozs7Pz8/Q0NDR0dHS0tLT09PU1NTV1dXW1tbX19fY2NjZ2dna2trb29vc3Nzd3d3e3t7f39/g4ODh4eHi4uLj4+Pk5OTl5eXm5ubn5+fo6Ojp6enq6urr6+vs7Ozt7e3u7u7v7+/w8PDx8fHy8vLz8/P09PT19fX29vb39/f4+Pj5+fn6+vr7+/v8/Pz9/f3+/v7////isF19AAAACXBIWXMAAB2HAAAdhwGP5fFlAAAgAElEQVR4nOydB5gTRRvH/0muF7hCOzpIP4pIUZoCgnQEqYIUqVJUUGmiFBUUwY8mItKtqKAioIKIIopIExAElQ7Se7/j7vbLliSbXHKXTbZm39/zcJnZMjsJM+9/p70DhiAIgjAl0DoDBEEQhDaQABAEQZgUEgCCIAiTQgJAEARhUkgACIIgTAoJAEEQhEkhASAIgjApJAAEQRAmhQSAIAjCpJAAEARBmBQSAIIgCJNCAkAQBGFSSAAIgiBMCgkAQRCESSEBIAiCMCkkAARBECaFBIAgCMKkkAAQBEGYFBIAgiAIk0ICQBAEYVJIAAiCIEwKCQBBEIRJIQEgCIIwKSQABEEQJoUEgCAIwqSQABAEQZgUEgCCIAiTQgJAEARhUkgACIIgTAoJAEEQhEkhASAIgjApJAAEQRAmhQSAIAjCpJAAEARBmBQSAIIgCJNCAkAQBGFSSAAIgiBMCgkAQRCESSEBIAiCMCkkAARBECaFBIAgCMKkkAAQBEGYFBIAgiAIk0ICQBAEYVJIAAiCIEwKCQBBEIRJIQEgCIIwKSQABEEQJoUEgCAIwqSQABAEQZgUEgCCIAiTQgJAEARhUkgACIIgTAoJAEEQhEkhASAIgjApJAAEQRAmhQSAIAjCpJAAEARBmBQSAIIgCJNCAkAQBGFSSAAIgiBMCgkAQRCESSEBIAiCMCkkAARBECaFBEAxsrZPaFwhIaJQ5V5zz6r53Bmwk6DmEwmCMCYkAEqxvBychHf+V4YUs1b1T00OL1Bt8LdZOV1GAkAQhH+QACjD6fpwI2pa0En+UcWZWuXNOVxHAkAQhH+QACjCn8XhyfAgk/w+WpRY2FLfF5IAEAThHyQASnAyv9NSRzmN9rygkjyR5CYnYT/7vJIEgCAI/yABUIC79Xgrff/i/7Kyjq/vZeViMSeCSXMQl0aBp6YPK8mFqmX6upIEgCAI/yABUADOBMM62zFWu6sqd2CkH7dm3PV+/A7XAVTzjD14vSWX2o85Pp0EgCCIXCEBkJ+0IpyFXuA6coY7UtD3La3Z808wf7aORkTpruvZQ7uHlo9Pqtd/H3/Bj1ySW7jwyegc5cQhAH+/kJo330PPn3KduTH98XpFw/OWbjM1qMYIQRAhAgmA/CzmjHUb8aHp3KGDPm/hBeDTCKGHv08a80oYHwwfxbUj5rLhUsLVddhIR19pCQLwrjD6EDtZOJ4+Odk5hBA+MiPIL0kQhPEhAZCfjqK3dYHb21mu+ryFE4Ay4U4D/fzLrvHeuewFr7Khh4Wru4kj2eAFYLErgSn88cFuo8iPB/stCYIwPCQAspPJzdcpI+me1nDHIgrnYdcRz6psxzGTtCnfYeQDTgDCIl0JxLAjB8z7Ho9YE/AXJAgiRCABkJ0DnH3tJekeQQDimvau5TDQcU161+BDX3hcfJcbUXjRV1ozhASKtussrEbgJqDew2lB39nvz2jFHewq+YsRBBFikADIzkbOvr4u6R5eAB5gx2bn8ka75jF7eCYXfNXjYn5AYZevtHgBsLx+l2HS+zjF6CQX2sBd8SQbrCopgwRBhCAkALKz3PXWzZLP1euy2uc9nACE8w6DuFd1214uXMJLY2JLPHuwpc+0eAEYwoXTi7LhFvbQJ2F2KvFXvMk1EAL4agRBhBQkALLDd7YvdET9F4B7+fAjovfzxtl7+1dy9j/psM+0eAH4h4+0Z8P13S/YVZwEgCAIhgRAAb7lDPBUR9R/AWjHh5uLwk08BeDui9yy4sRtvp/PCUCUsFC4j5sAZO5ZNq5LJWGIQPo3IwgitCABkJ2dnH0d4Ij6LwDCzP7moiFaTwH49wEuobL7c3i+20rgfi4ByPqwY6IrLyQABEGQAMjOdW46f1lHtOG9LPlkEYC5sZzt7nA5p+f7EIDDDwmWP65RZxIAgiAYEgAlaMTZ2V/djjWTQQDO8k6AYnNxK+pdANIrs6HInp/8k8UvVSYBIAjTQwIgP1M5O/2weNuu87HBC8CuYly6Nf/J5fHeBYDLVNLf3MHJJAAEQTAkAEpwKQ9nqV9zHclsE/wYwGF+j4Gn0nJ7vHcB4FoPz/MH+5AAEATBkAAoguDIZ0y6EL/YKvhB4KupXBIzcn+6dwEoxQbGcccuJZIAEATBkAAowg1hpmXZOUezmPSto/MgeAF4gUvhOT+e7l0AuCyl3raHbnUFCQBBEAwJgDIciBdMPsITeb9u0fmDE4A7/GzS1JpOcvYFlE0AHufurzh1yehyfM6KyPNVCYIwLiQAivCry/U+h+WzzsEJwDJ44tOZm3cBWOR5f/gdeb4qQRCGhQRAGf6tLDa21v9xM2+CEICRwQpAVkPnnUnPcR/vy/NNCYIwLCQACpExt6DT4hbbyDDfBCcAnYIVAObEg8KN9Q6s5T5jc1xORhBE6EMCoBjp6wbfXywyuUrnr9iZm7e2b99+xee1uQpAzaAFgMla3L5sVPGOX2Yx1/gOqpMyfEmCIAwMCQBBEIRJIQEgCIIwKSQABEEQJoUEgCAIwqSQAKjK80945ZjWaREEYUZIAFSlTLbJPBw+N3hXKy2CIMwICYCqkAAQBKEfSAAIgiBMCgkAQRCESSEBIAiCMCkkAARBECaFBIAgCMKkkAAQBEGYFBIAgiAIk0ICQBAEYVJIAAiCIEwKCQBBEIRJIQEgCIIwKSQABEEQJoUEgCAIwqSQABAEQZgUEgCCIAiTQgJAEARhUkgACIIgTAoJAEEQhEkhASAIgjApJAAEQRAmhQSAIAjCpJAAEARBmBQSAIIgCJNCAkAQBGFSSAAIgiBMCgkAQRCESSEBIAiCMCkkAARBECaFBIAgCMKkkAAQBEGYFBIAgiAIk0ICQBAEYVJIAAiCIEwKCQBBEIRJIQEgCIIwKSQABEEQJoUEgCAIwqSQABAEQZgUEgCCIAiTQgJAEARhUkgACIIgTAoJAEEoyI3j+7ftOXJN62wQhFdIAAhCIc7MaVXSAo4izWed0Do7BJENEgCCUITLz4ZBTPjA81pniSA8IAEgCCU4XJq1+tHlG7Zs36pRxVg2UvqA1pkiCHdIAAhCAdJSgZTxOzOEaNa+aeWAirc0zRNBeEICQBAKMAdofcXtSNoQYKZGuSEI75AAEIQC1EeK5+t+Vh3U0SQvBOELEgCCUIBkPJXt2Ezk0yAnBOEbEgCCUIBojMh2bCmiNcgJQfiGBIAgFKA8GmY7NhRlNcgJQfiGBIAgFGA48KnHoW0xXrqFCEJLSAAIQgEORSNsxCnRgctTYhG+W7P8EIQ3SAAIQgneswBhdYfPXvHthrVfzh3VOArAW1pniiDcIQEgCEX4KBnuxC/ROksE4QEJAEEow6VXKonMf4WXL2idIYLwRNcCcOzFUQQh5pWbWhdKSRxbM3X00D6DR05ddTS3S89+lo2ZDz6v9e9N6AvZy7+uBWAkCMIdz6k1IUN7rX9ZwgjIXf51LQDD0foNItR5NhblX/Pz2ur4QOtCqRTfdMpGIsop+ssTRkP+8q9zAfif1lkglGZXPrS44+/FTxhUAO4e/TeAtvt9eFT+rBAGRv7yTwJAaIok+28sAbizY9Hrn7F2/5/ONiDsod+kJkACQLhDAkCEFtLsv6EE4IdibJ9tvnXM4RS++zZsQkbud4khASDcIQEgQgqJ9t9IArBQ2A046q92QPR9D8Tbw7OlJUECQLhDAkCEElLtv4EE4FISUPvl6V3jUcuCQbcYJuvdeCRKWwpAAkC4QwJAhBCS7b+BBOAlYHSW/XO9DWjMH1oGjJWUBgkA4Q4JABE6SLf/BhKA5ih3lwv0AlYLx6rifklpkAAQ7pAAECFDAPbfQAJQGgP4wHvAQeFYb4k7gpEAEO6QABChQiD230ACEI0JfGAN4FgCMAbhktIgASDcIQEgQoSA7L+BBCAV/fjALwkJju/ZHSmS0iABkIdL8zrcX6PtjFO5X6l3SACI0CAw+28gAeiAgrc9DmWURW1JaZAAyMLMRH5Cbsy4u1pnJVhIAIiQIED7byABmA486WFvZgATJaVBAiADmb2Apou3bP+4vQXNPDXZaJAAEKFAoPbfQAKQngpUmrjUOfE/c38/C6IOSUqDBEAGXkKelXzol0LorW1egoYEgAgBArb/BhIAZgvX8fCLENsVy8ZmSUuCBCB49oeFb3CE/4zHjxpmRQZIAAjjE7j9N5IAMOf6WFwCsIXtg14oMQUSgOAZgCGuyBtorl1O5IAEgDA8Qdh/QwkAw1z5bdEJIfh7iUfePCf1fhKA4CmEP12Ri2ER17XLigyQABBGJxj7bzABCBYSgKC5ijziaGXs0SonskACQBicoOw/CQAhjRMoKo7WxyatciILJACEsQnO/pMAENK4Y4lMF0VL4h/NsiIHJACEoQnS/pMAEBKpinWuyAEkG3stGAkAYWSCtf8kAIREXkOjLGekh8NDn1EhASAMTND2nwSAkMjVfK7l14sQdVTLvAQPCQBhXIK3/yQAhFS+saEftx77+mgLFmidmyAhASAMiwz2nwSAkMyyaMR1GD+xeyLCZmidl2AhASCMihz2nwSAkM6+VhbOG2iDLVrnJGhIAAiDIov9JwEgAuHk4gnj5h3M/TrdQwJAGBN57D8JAGFqSAAIQyKT/ScBIEwNCQBhROSy/yQAhKkhASAMiGz2nwSAMDUkAITxkM/+kwAQpoYEgDAcMtp/EgBCRk7N6d649dPfZWidD/8hASCMhpz2nwSAkI07I6O45QGo9IPWWfEbEgDCYMhq/0kACLm4XBfW9gt/WDWxDGxztM6Mv5AAEMZCXvtPAkDIRMYjKLWdC6VPtFhXapwbfyEBIAyFzPafBICQicVIcezXzExD4Rta5sV/SAAIIyG3/ScBIGSiHJY5w1l1YJBOIBIAwkDIbv9JAAh52IdCma7Yx2iqXVakQAJAGAf57T8JACEPy/GYKHYCRTTLiSRIAAjDoID9JwEg5GEB+opiNxGjWU4kQQJAGAUl7D8JACEPX6G1KHYIJbTKiDRIAAiDoIj9JwEg5OGoJa+odM5DO+2yIgUSAMIYKGP/SQAImaiNmc5wejl8qGFWJEACQBgChew/CQAhE2sQu0MIZg1CxbuaZsZvSAAII6CU/ScBIOSiH/J8lMUGznZF9Fatc+MnJACEAVDM/pMAEHKR1h2oNGrO/7rGIc83WmfGX0gACP2jnP0nASDkY3FR3htou3+1zonfkAAQukdB+08CQMjI3fUTBw9/54jW2ZAACQChd5S0/yQAhKkhASB0jqL2nwSAMDUkAIS+Udb+kwAQpoYEgNA1Ctt/EgDC1JAAEHpGaftPAkCYGhIAQscobv9JAAhTQwJA6Bfl7T8JAGFqSAAI3aKC/ScBIEwNCQChV9Sw/yQAhKkhASB0iir2nwSAMDUkAIQ+Ucf+kwAQpoYEgNAlKtl/EgDC1JAAEHpELftPAkCYGhIAQoeoZv9JAAhTQwJA6A/17D8JAGFqSAAI3aGi/ScBIEwNCQChN9S0/yQAhKkhASB0hqr2nwSAMDUkAIS+UNf+kwAQpoYEgNAVytn/feObVavX87M096MkAISZIQEg9IRi9v/SE1ZwlF7jdpwEgDAzJACEjlDM/h8vh+invt71y/QqsM4UnzCeANw4vn/bniPXArqXBIBwhwSA0A+K2f9b1VHjKBfKfMNq/Vp0xlgCcGZOq5IWviVTpPmsE5LvJwEg3CEBIHSDcv3/b6D8ZUd4Gorecp0xkgBcfjYMYsIHnpeYAgkA4Y4BBSCYJjAJgI5Rzv5n5McGZySrFha4ThlIAA6XZq1+dPmGLdu3alQxlhvQOCAtCRIAwh2DCUCwTWASAP2i4PzPTaggii1CW1fEOAKQlgqkjN+ZIUSz9k0rB1S8leM9npAAEO4YSgCCbwKTAOgWJef/L8KToth+lHdFjCMAc4DWV9yOpA0BZvq42jskAIQ7RhIAGZrAJAB6RdH1X9MxTBQ7jUKuiHEEoD5SPF/3s+qgjqQ0SAAIdwwkAHI0gUkAdIqy638/QmdRbDuquSLGEYBkPJXt2Ezkk5QGCQDhjoEEQI4mMAmAPlHY/8PfyJfuir2Gvq6IcQQgGiOyHVuKaElpkAAQ7hhIAORoApMA6BLF/f/ci7ed4asFsc51xjgCUB4Nsx0birKS0iABINwxkADI0QQmAdAjyvt/W4nYbULw7qNoIDpjHAEYDnzqcWhbjJc6kRMkAIQ7BhIAOZrAJAA6RA3/n/0RtyCTDfzTCMmHRCeMIwCHohE24pTowOUpsQjfLSkNEgDCHQMJgBxNYBIA/aGK/+e0J4EST00a2yQMRbaJTxhHAJj3LEBY3eGzV3y7Ye2Xc0c1jgLwlrQkSAAIdwwkAHI0gUkAdIda/v+XleHWjkQ8ddbtsIEEgPkoGe7EL5GYAgkA4Y6BBECOJjAJgN5Qb/+XrK0zXnz1s8seR40kAMylVyqJzH+Fly9ITYAEgHDHQAIgRxOYBEBnqLz/V3YMJQB2jq2ZOnpon8Ejp646GsDdJACEO0YSABmawCQA+kJz+284AZDAN52ykYhmWueK0BWGEoDgm8AkALpCe/sfygLQDl64T+tcEbrCWALASGoC39yejW4kADpCB/bfYAJwd+tXm8VvPQd37fJ98dnPslFK7AiVIIwnABLo6u0N6EGtc0U40IP9N5QAZM1OspdgSwfXxIeGkFbdaAyAcCeUBeD9WjU8icHDWueKENCF/TeSAJx/RHiJiVzuOEQCQASHYQXgyMr3f0qTfBdVAN2gD/tvJAF4wv72X2vAE0UB6xfCIRIAIjiMJQCXv3112DusR9Dzndl9wfLOk5oAVQC9oBP7byAB2ASksF7s0iZbkHyaP0YCQASHoQRgdX62AZz8O3O+itAYfkzadgBUAfSCXuy/gQSgF7CeD80C2vMhEgAiOIwkAAsEq5/0Xzeg9JOjmocDL0lLgiqAPtCN/TeQANzvmsDQEviRC5AAEMFhIAG4mAR0WLhssA2VgGfZ/v/tpRB5UFIaVAF0gX7sv4EEIMG1r+WhSNyXxQZIAIjgMJAAvAjMYD/X2BsBgkf3n4ChktKgCqAHdGT/DSQA8RjtDI8FuEXwJABEcBhIAB5BKvfWw7QGvhGOPYAqktKgCqAD9GT/DSQA5URTmG8URfIZhgSACBYDCUAx9OMDrwMnhGP9kSApDaoA2qMr+28gAegFyzfOyHKg+V0SACJYDCQA8XiOD7wDXBOOjUSkpDSoAmiOvuy/gQRgLRDhXAHGdAS63yYBIILEQAJQC634wDPADuFYWxSVlAZVAK3Rmf03kAAw7QFUHSI4QL9SGSgztQoJABEUBhKAXgjfz36ys4Fe5g9dSEQ7SWlQBdAYvdl/IwnA5YfZSdBRQuxSfX5StKQkqPwT7hhIAH4G7tmYyfxZ217qo/9kj2T0AD6WlAZVAG3Rnf03kgAwd9+r7BIA5taIRBIAIkgMJABMF3txj02w/1lQHNGvbz260v4OVC9LUhJUATRFf/bfUAJg5++V77siNxcNalZG0u1U/gl3jCQAF1vzjd7hzDdWYVFwzB/SkqAKoCU6tP9GE4AgofJPuGMkAWCYd6pHhKe+Zw98HMHZ/+oHJCZAFUBD9Gj/SQAIU2MsAbAjdPkce6FJrcfek+wPmiqAdujS/pMAECbhxvLnuz/15n6Po4YTgOCgCqAZ+rT/JACEKbg7JYHvNW/hLgEkAIQq6NT+kwAQZuDaI0C9yR/O7ZMX8d+IT5AAEGqgV/tPAkCYgMw2SOE3k7j4BGJ2iM6QABAqoFv7TwJAmIAlyHfIER6IqpmuMyQAhPLo1/6TABAm4B7Rgtm00ljhOqOwALz1n8ypBwlVAC3Qsf0nASBCnz9QRLRgdjq6uSIKCwCsjRdclvkBwUAVQAP0bP9JAEKfK/v2X9c6D9ryPrqLYrtR2RVRWgDsRLT7TOLW7cphygqgMbq2/yQAIU7a7BoWwFb//czcrw1Zprt2E7VzGgVdEYUFoA2/Yje+53d3ZX5MYJivAmiOvu0/CUBo81d5ILZShUjg/pNa50U7lqKHKPYnKrkiSg8CX3m/TSSnAQWG/ibzgwLBdBVAc3Ru/0kAQpp9Caj8pb343VhSAkV1Nh6pIttRQjQG8DY6uyIqzAK6+kFbXgNKjd0r87MkY7YKoDl6t/8kAKHM7TJoL3Q/X2qA+tI8B4cQWSVEE3/ulscy1yl1poFe+/DRKE4Dqk05JvPjpGGyCqA5urf/JAChzFuodtsRvlgEn2mZF02ZhxTHNurMc6gg6o9XbR3AtY/acRpgaTD3gsxPlIDJKoDW6N/+kwCEMpWwxhV5F821y4nG3G2CEnwX/PWnEPmr6IyaC8Guf9ye04DwVjI/0n9MVgE0xgD2nwQghDmFRNG77kVrZIZ2edGYS/VhafH26o+GFUT05+ITKq8EtmtAtNRt7OTEXBVAY4xg/0kAQpitqCWOpuCUVjnRnrSXY3hvoPXd99BSWQDSvu5KAmASDGH/SQBCmG2oKY4WMrMAMMyFhf1adXvpd4+jagpA5k8DuG2sUVbmR/qPuSqAphjD/pMAhDCnkSDqArpg5i4gn6gnADtfKMJZ/+TBGi4IMFcF0BKD2H8SgFCmCr52ReagpXY50S0qCcA/r5TnrH/kY1+ly/w8SZisAmiHUew/CUAoMwOVbzrC51LwhZZ50SlqCMCpGbX58Yd6716S+WFSMVkF0AzD2H8SgFDmTnm0ucEHz9dBQ9MuBMsBxQXgyqImVs76l5lwyPsNamKyCqAVxrH/JAAhzYEklF92y26F5hdByTNa50aPKCwAnz/Ge4FIGrRZ5scEhtkqgDYYyP6TAIQ2/1QGIsuVDgcePK1p57NeUcEdNCLaf5Em80MCxXQVQAuMZP9JAEKcu/PqWIGwRv0fTkB09fFntc6PQMZPs1+dvUkHs5KUF4A6cy/K/IQgMF8FUB9D2X8SgNDn5t8HfyjJeiBgHdO/q3VuWNLeKsC9GheapXmrRGEBuGf8QZmTDw5TVgB1MZb9JwEwA6sice/H55mb69oBY7XODMOcqw+kDn55UHmgkdZvx7QpPCErBrP/JAAm4O94DBN6Wz6JEPtC1oZbtVFiLRdaXQT1Ne4dV0UAMgWfrDPf/iP7SVUxZwVQEaPZfxIAE9BetCXuPBTReoPaUSjjmJD0XwlM0DQvagjA5mcK/cSHmgDl39N0b05zVgD1MJz9JwEIfU5aYlxjv1k18bGGebFzLtq6wxn51RJ3WcO8qCAA6QMBuAQAuF/L6bimrADqYTz7TwIQ+ixEB1Fsttv+uBqwAGJ3+A/jQ81ywqK0AFyuz24CIywCWNIyjl0RdkXmJ0rAlBVANQxo/0kAQp9xmCiK/YwGmuWEYyBmi2JT8YxmOWFRWgCeB6Jfd20DeXVaFEQdcqpjygqgFka0/yQAoc8ovCGK/e6+SYD6tHfzSbQMXTTLCYvCAnAyCgk73E5vjYLlb5kf6T+mrAAqYUj7r64AZCwcOHq1lqt/TFn+Z2CAKPYx2mmWE46eWCqKvYf+muWERWEBGAPM8Tg/TcupuKasAOpgTPuvkgCsanWP/W8a2x+KFtdUeKAPTFn+/0AR0XqrTpiuXVZYXsUgUexJTNUsJywKC8CjCL/hcf5KFB6U+ZH+Y8oKoAoGtf/qCMBEC+IYtupztFD+gb4wZ/mvLLL526xRJ3O++srHYwaMfF+5BVq7keSa+HMuDw4o9iR/UFgAqnjZ/as+isj8SP8xZwVQAaPaf1UE4C8rUIJhMvOj6PpfGwDbFH+iL8xZ/tcg4lsheLgERuV47fWR0bwDs2cVm57Z1DUPKasj2ir1GP9QWABi0TzbBV0RJfMj/cecFUB5DGv/VRGAPsB8+8cmsFPQr8Shj+JP9IVJy/8IhI1mX+nvzM+HBjkuvT1eFdYmk+a93tyG8kp5sfkrHv34xWg3eyBRY185CgtAvJcx7o6IlfmR/mPSCqA0xrX/qghATTzEfoxDJNsf+jjqKf5EX5i0/GdNsCCsTofG8UDbHEdgjhVD/rH72NDe+1BGqW6gb2NRbPKvB395tTDif1DoGf6isACU9tLffz/bHNYIk1YAhTGw/VdFAJIwgv14hLf8LyFF8Sf6wrTlf3vrCHZBUs3lOe0KdqwHv3fVfevskZu1lJuf80dNfjQID+xV6hH+orAAtEX0TY/zF2x4ROZH+o9pK4CSGNn+qyIAeTDO/jczL68DLyJG8Sf6wsTl/8qm5etP5HjFhiS7RPSd0Cs/LGPsOnEwwnYsx+uDIGtN3zql6wxYq/0mlQoLwBzA0wH3RGCKzI/0HxNXAMUwtP1XRQCqo6f97xZgFRvrhPKKP9EXVP59szMG1dHSHrgzJZxbO9wVM7XOk/IoLADn45F81O30rhhE5jIPS0GoAsiOse2/KgLQBXmvMMwARLGt4fN5qAWsR+5WQN9n8RYXXhNm3cY67emtcZ5UQGlXEK8ApcX9XN8WBJ6X+YkSoAogNwa3/6oIwI9AjaUvW7nXy8OtoOHSHyr/PlmKCundHZ7ZxrD/V6vdvLaFKEoLQEZLIOL5f4XYjocB1NVwCwSqADJjdPuvzkKwptyIn2ULw/zP/pnfc22kelD590lLLGSGYhYfuRQRfskuCRr7DVUDxd1B32jHlv0yXZ4dO6xraTao6SZoVAHkxfD2Xx0BuNHeXvCtr9lDbwAFNJz5R+XfJwXwH/MOOgmxBviB6YvXNc2RKii/IUzWlHi4iBxxV+bnSYIqgKwY3/6r5Asoa8+77+5mA3ObjjmtwvN8QeXfF5lWayZzwhZ5hI92xSen4yz7Nc2SKqixJeTFcRUF81/i6eMyP00iVAHkJATsP7mDJnjy4CrD9MZDvN+4FljV0m0fmVBFpU3hT65e9Nb8ldq6PWKhCiAjoWD/1RCA8+vXn1L6GX5C5d8nNfEdw5wphsbs/9XdZDRCAcWWAegIlbEqJdcAACAASURBVARAL1AFkI+QsP9qCMANC6Yp/Qw/ofLvk1e4n2Z3EcT2/2T9s7Ai/xats6QGJABEYISG/VelC6g4nlb8Gf5B5d8nZ+OxzP7xX2cL31396NFcbwkF1BGAc8ue79Gy+8glWk4A4qAKIBchYv9VEYCxKHNb8Yf4BZV/38xF5CL286/XmsWg9B9aZ0cl1BCATc0EUUVYC41/V6oAMhEq9l8VAbj5EO8FSHuo/OfASKDe/G17Vz4Zjvs0f1VVC+UF4FYv0SxQWIdquAyMKoBchIz9V2kdQG/U+eaUTJ6/bhzfv23PkcD2laTynxPvFxTeUwd5erAMXRQXgCvV7b9o3GPTV2z4ak6XvPZway0NB1UAWQgd+6+KAHTt2jWFXQNTpKhAwCmdmdOqpNCcLtJ8Vs7OLb1B5T9Hri/qWKNSk1f/zf3KkEFxVxDNgPAJjt3Vrr4SAXSU+YFSoAogByFk/1URAHgSYDqXnw1zSyZ84HmJKVD5J9xRWgDeAZK3iuJbk4GlMj9RAlQBZCCU7L86O4J5ElgyhzlXKtHlG7Zs36pRxVg2Ulri0hoq/4Q7CgvArRSEbXI7vdGG4tp5g6AKEDwhZf8NtBI4LRVIGb8zQ4hm7ZtWDqh4S1IaVP4JdxQWgBXAQI/z/YHlMj/Sf6gCBE1o2X8DCcAcoPUVtyNpQyBxzxIq/4Q7CgtAX8Czkfo3MEDmR/oPVYBgCTH7byABqI8Uz9f9rDqoIykNKv+EOwoLQFWUznZBGVSR+ZH+QxUgSLLZ/4x/f/3zqla5kQH1BODwptUb/w5iKmgynsp2bCbySUrD0OX/xu7vd2u3lUKIorAAFETzbBe0Qn6ZH+k/hq4AOsDT/p8YnJ+djfLIOs1yFCwqCcCV0fm5iTvJz13O/WLvRHtZTbYU0ZLSMHD539o2ih0Cb7dN64yEFgoLQDi6ZbugB8JlfqT/GLgC6AFP+/9BNFCibuVw4HFpg5F20s6my5izgFFHAN5Ocs7dTJ4XYBrl0TDbsaEoKykNo5b/jA/uYRdSlCxvg2VUpta5CSUUFoB83D6o7rRGAZkf6T9GrQD6wNP+v2s3/Pvsn5en5UUjlzn/e9aI4f/L2efHmTEV7BW60ktS57HLjyoCMM3+ZWMe7jd+YJM4e2h2YIkMBz71OLQtxku3UE4YtPzvq8LuqMlKwOgxEeivdXZCCYUFIBXls11QkcYAjImn/d8ZbnlHCB4oilFCcNtD/Jtu9fW+U1pgt4MRBewNhzyaj8CqIQCHI2B94SwXPD/CiqjAdkU6FI2wEeKNBS5PiUX4bklpGLP8/57Hbvq/YG7/3NOKXj/G4n2tMxRCKCwAPYHDHuePAr1lfqT/GLMC6INs47+PYJgzvNUWybvPXRiBpF5v/q9/Ciyv+kppMvDYpkwm46e2wP+Uyq6fqCEALwCvOSOTgDGBJfOe/R04rO7w2Su+3bD2y7mjGrN94m9JS8KQ5f98CqLxERdclwfT3kfRUJqGpjEKC8Ay4FmP88Oyt2TVw5AVQB9ks/8nLHGiAc1u/A7aKywYzvkpuzPJhlneU1pjsTkWg79ntW1QIK8SUEMAqqG8a/ZPVkVUDzCdj5I9XErEL5GYgiHL/zOognuFH3CNJf50VazWNkOhhMICcCM/ItyH7XdEIP91mR/pP4asALog+/z/9/GYKPYlmtr/Xkx0bX61zBJx0FtKdytgqjMyEdW0HdNTQwAS3Nq8fZAUaEKXXqkkMv8VXr4gNQEjlv/bcZZecLYm2+HNiXhey/yEFkr7ApoBFNoriu9LAabL/EQJGLEC6AIv67/ecHb7s/yFiva/48TTfvvjSW9JrUcZly+QtOL4VcZsSkcNAYjAaFFsLCKDSOvYmqmjh/YZPHLqqkB2rDJi+V+H2l24zbo4vkTDT9BVy/yEFkoLQHpDIGaGY47g7ZkxQAMNp/8ZsQLoAW/rf990m5e+F6n2v5Ug6tE5iERv/9UjMVYUewHjZMtlIKghAIXRTBRrgcDdQUtiTDYvpHbqq/NsGZmPft3xoSN2BCU/wBNa5ie0UHw/gIsV7aUuf5/F67f9sKRvAXu47DmZHygFEoCA8Or/YZnbFF8udhtRYkd/pfG3l8S64hNRbAl6yZTJwFBDAFoj7ogzcjRerTI4OjQE4G0MGeNqQp1CIfc3CCIolN8R7OqjbgWwVcArIeVAhwJwa1H71OI1B2/UOh854N3/z3lb1GlXrA1mMMwJ95fb+tjkeZOdjvhcFPsQ3WXKZWCoIQBLgeoON25Xa0DDaYw6LP+5sgItf0JpR1tyE+4riZ81zVBIocaewCtrOM1/1RUy7YsXIPqrAF8UEX6aJoHNDlcBX/7fOoqa4t8h/izDXEOc+IJK2JvtJoZ5FpNFsXEYKU8uA0QNAcioCiRM3H2Nub7n1USgSkbutyiE/sp/7py1Rl9I5eeY2XkOdVGF1gLLhhoCwDD7Z/ZqUad5z/95sweqorsK8JYFtRfsPfbry8ko9KfWmfGOT/+f/8RhjKDnvyRiCvtZFLtc58/ZorztrfoVargiman4TracBoIqK4GP8CrP7eGCwp4rY1REd+XfH5rjubVW20IufDTGYrXmsMSQkIg6AqAb9FYBvrLYZvA29FIzlLqkcW68koP/5y/CUP87e9t8/7MR6Mx9jSHo5zo9EW283XUrRTQIsAjF02TMrHTU8QV0dUyU0NCLHHkl98sVQ2/l3y92hlmWTgHa/ZzBnClj/wmn5n4L4S8kAFpyu7hrJeydB3Q5vTlH///rC9ktWvEEwDaS79Y4FGH71nFyR7TF+wzPBYhzjA1siBGWeGqGWu6gj7/RrlaFWm0nBzJ5Uz50Vv79ZCYsT82IByISLEA8OYKQE3UE4Nyy53u07D5yyUWZnyUZnVWAD3Cfa0xktzXGW4+JtuSy/8v1ydW4SV7Ovr1JiBFm7K1NxiAfd/VG5Fh2LtjpUeE+r1ELFQTg/Pr1p3K/Kjcyz3hHUiI6K//+8k44bPeWZx3pRT+r5STCEEQNAdjUzCK0f8Na5OwkUnF0VgG64B1RrC6+1iwnPvBj/6/bx8Q9V1mDgTqzN26a3wxo72vBR8YLFtiqNEm1wjpW6/E8FQTghsW1PDpwjnqb1GlHUiI6K/9+s79zNPtdy7yj3XbiIYryAnCrl7i4Wodq2uWrswpQA9tFseGae0bzJJD9HxcV5P+n876Zg23f+ii3u8djO4PKnhyo0QVUHE8Hn8ipBBMLgF1FN634xqtnEd1xeHzdIik1R2o+4cU/FBeAK9XthTTusekrNnw1p0tee7i1lq78dFYByrvtmDwOEzXLiVcC2//3+oc9H6zf9b1cuvtu7P5+jx56vNQQgLEoczv4VNK/ZtdUlmrugaQ0dFb+Q5C7oyKEV91+eijeuaK0AGQ0A8InOBZ/XX3F/ut0lPmBUtBZBXgQ34tivRHoZlHKEGr7v3tFDQG4+ZCX3RwD4EZ9uHkVko7Oyn/okdYctp5rT576aUgkahhhr2ylBeAdIHmrKL41GVjKaIbOKsBIDHdF7qZA2u4eCmMK+6/OLKAbvVHnm1PBr4H8gQRA5wxCoS186EBZ77OgdYbCAnArBWHu7gA22lBcu5EcnVWAHZY41/yQOZw7Nd1gDvuvigB07do1hV0CUKSoQMApFSIB0DXbLdHOYa2j+bBSy7z4h8ICsAIY6HG+P7Bc5kf6j94qwGOo69gc4bcYfKVpXtwxif1XRQCCG7gV05IEQNf0EP//zEFD7XLiLwoLQF+4DXOy/A0MkPmR/qO3CnCuJKpsZgPps6Il7u+tLGax/6oIQE1PAk5pZsP3gsqJ3sp/qJGEf12Ra5E2LVd9+4fCAlAVpbNdUCbITeFvHN+/bc+RawHdq7sKcCgVqDbwhcfzA4M03CfBE9PYf9VWAusD3ZV/fXDr3aaFo4o0nx9skb+MBHG0mtgzlk5RWAAKIvs0tVbIH3DiZ+a0KimsKivSfNYJyffrrwLcmJDIfZ1qetrn1Dz2nwRAf+x58aHy93ZYeEO1B35bVOiaKxnkBtUnUUQcrYdfgktPBRQWgHB0y3ZBD4QHmPTlZ8PculLDB56XmIIeK0D6hrlvLt2vdS7EmMj+G8cVhCzosfx7cLm78IZXSC0vUYttqPXRidvHl96L8E9yvzwH0q3h4gUfRXAouJypgMICkM9t1yie1igQWMqHS7PlIrp8w5btWzWqyPnWLe05wpALBqgA2mMm+28cVxCyoKPyf/DVxhVSW87wdO3zX3lED1134I/5dYGXVMnI5gi8ys/QzXwRUcGtTa8tnsixE4W1dnSSOwoLQCrKZ7ugYoBjAGmpQMr4nY7dNLL2TSsHVLyV4z2e6KgC6BZT2X/juIKQBd2U/zvPhPPv+fFT3ZZHpNVCdcFh6vwILFYhJ1m1RKv0huDBoBKbjpqu3X7aiFf56BWFBaAn4Ln9xVGgd0AJzwFau4+qpw0BZkpKQzcVQL+Yy/4byBWEHOil/F+ri7Dea/bvXdYa6CZ+TZ6BMk4fIkuRpMIOGb+iiOsl8lp+BNUEuFUcgx2CNhl5zgaTljooLADLgGc9zg8DPg0o4fpI8Xzdz6qDOpLS0EsF0C92+1913hpNN25WFSO5gggevZT/R1FKWPX+TV4MdaljVjF847qqmRp7v4x124ZjCF4LKrXfotCK81l3qieselrX4wuFBeBGfkRsczu9IwL5rzOBkOxlovxM5JOUhl4qgG75KZofXu+gq1FpBTGUK4ig0Un5X4lkfnj0xGOsf0hb/S+EEztRXPQrfRFkh4xfdHPbkmgh+gSX3A/JsNbpN6hhOGKWBZeSOijtC2gGUEjsGHVfCjA9sISjvbxGLUW0pDR0UgF0y8dWoHrPPo3CEblY67yog7FcQQSLTsp/A8xhP7KetTom9DXi5/N9hk6iy06hkPJ5aY8vRLGP0TXI9P4bEMN+oYgu/+Z+rQ5QWgDSGwIxMxxdN7dn2n+cBgEueCrvZWX1UJSVlIZOKoBe+cKCJG6HgrMDgA+1zo0qGMsVRLAoVv73v/bYQ21Hbfbv4ou2KLYTIOMRIM+IP75GtA1C1/8C9BVddxMx8ufUk8Fuu3BMwnNBp3jzu/feWaX/NcA8iu8HcJF1Yp6/z+L1235Y0reAPVw20D3dhmcfPNgWI9F/AglATuy0IcWx/GYWorXdvlYljOUKIlgUKv9nugpz9xvu8+fybeB+AXuFfpDt/o/B78WBVuyhVWgmuu6AFz8CsvOR23vl/W7tAROg/I5gVx91e/lpFfD44qFohI0Qr6i5PCUW4dI8KJMA5MCueMS6XlyeCLY31BjQSuDg2V8CMf0/++mrF/IjfsKYPs/MPpLz9RvQyP53nxUVuOlmBXH6UCKw1h48bY0RDRBOD7o/Jif2zx336odnmSt5sd557GvkM8Q2LvKhxp7AK2s4zX/VFUGMhL1nf80Iqzt89opvN6z9cu6oxuyugm9JS4IEwDe78gEiV2OHLHk13b1TJUgAgubiPah/kgtduo+v5paOnpO/3djHddwOADjPC7dstgzmbfC9/43wiv1vxtYvl/+WfqOogv5xf6jJ5dTW+dAbKPi3cHBvMmYp9kR9ooYA2MV2Zq8WdZr3/B83HHznRqBePj5K9uhLjV8iMQUSAJ/Y7X8YxN1zqdihWWbUgwQgaJ7G/fxEzqtNWX86C2c8Hovkn3K4IT2RdZqZH/m5t8GvcD/DXI/k/ahtsoSvuzQiH1u5E8qgtmITpyZYkL/XxJdaRyHP6uZInM+OS6bNiUc7/a/dlRd1BMCNfoEPgl16pZLI/Fd4+YLUBEgAfGG3/4+4j7m1gp780ymFagJwfu2HCy8wGk8FVaL8X4wI+4sLZLREysr82Mwwp9shz1853NIXPZkb4DvfM2pxo7A1AM7B74sIzwNUbNehnL0hodjegVMQNpkTrf+6IHJDJyCxdZ+WeYEndLJgTz2MJQB2jq2ZOnpon8Ejp64KZIySBMAH7Prfm2xb3EVDBOkb0RCoJACr72OHSXcxL3Rdn/vFyqFE+f/QMXD7HgocZkZgpD2Y2Q11ctC6I5GYfxrcSEDWMBRjJwk2FAQgsxcQ3vLlYQ/aEImInx13ZOz4etUu2d7O99isXwrBrKdR6vbye7k3yppfy/UA42A4AZDAikeaeBKPpuo822Dw/h9KY7vrkL2dfky7DKmGKgKQ1Z9vs+5ihgIvatgKUEIAxuJV7jOrOLvV39dozUZuFMZ3OdyzEJZhNqRkMSc6IoLbM7YE4rkzd0qD7+iNGnL2GRTit/248BzXKVRorEyTKzuIvPRkVMNchjm4cuHXR+RJ3FiEsgB0zDb/2k4NdZ5tLAT/P09jkOvYsiD37TEIqgjAy4DlwWdZAXjL3hAYqfwDfaGEAAzB29znFpSyS9sm1ONir6F/TjfNCYMN6PxIBPKuYeMHgA7ciZm4N/3Awon/+/K6vTXQABPYYxvt5r98m9algSLubgWYzO2fL/lOssOg61G2M67YJ1xLxKwYVQBOfLXoq4O5XHP5+2yUpS4gLzj8vx0IC//VcexccSzUMEuqoYYAHLahyAZ2PdguhtmWggjtFlgoIQDj8TL3OY9bxPU52nOx31Arx7u2N+GWDoR153+M9sC3XKA2vnRdtBFl7H9/jUQTbmutLfUQJ572ffP1wpzfkrYSN97a4vYaeAlx0m4PKYwlALtf6sJ9HmrKvc1X/11qAjQG4AWX/8+Rztkbx6ujXkYO94QMagjAcOAHRhAAZpcFzyj+RF8oUf6/wgPc52SMYdjJna9wsSMomct9/yYC9U/z4TeBh7jAbUukaBw2Mxn/MddSMEjo/U/vjjKuuckHKwGlO/VqGAHbDEk5/hptxNFYqLf5mO4wkgBkTrCiMhtYEiP059hekNifSgKQHZH/54zHYO2+7vTF30fFofyZnG8LEdQQgFpowH7wAsC0VMPFmQ+UKP+38mIj+zkXAxnmZIyFn/6zFQkp1ujUkTksCNgUDqSuTrc35x8GCvDOgDx0owa2M6+IXkXuVMFsR/hUUVThpilcGG6R5l/sJ0FteNIsEWab+ynCSAIwwG7y77V//hUJFOo8tj87dD9XWhIkANlw8/+fOT5KWMrT2SQeodUQgCT+nV8QgDFquDjzgSLlfxJKsi/yG1GRud1AWLx7qLjwjhYxzrd1/TaOvSBfPOsgRnjdOO3+46RiL1NOPBvtC9R2BB/BQ45Vwx9Zwv6QkOH/LPGiHS82IlXCvaGGgQRgswVx77L/5bWBYVyj7dMkxEnrTyUBcLJz8ZT5mzKy7f9ybPz9hZIqD5HcuWZU1BCAGN6PrSAA4yR6sJUTRcr/nXooYW8DZBTA/PtRnNsE5c98QL+jmbc2PWlDF98KcPRxG6cSSVMcLfmMWIvI28u1SNvV00gU9UXejrQIniU3INm1I/hzvCshf6mN+a5IF67ryqwYSAC6wMINUe6C83/7C0jsTyUB4Ml6/x6u5hV8PtlU+39lRw0BKIMW7IcgAO1QSvEn+kKZ8n++HlBn3NyWsOAergPoaikglTfbPyUKs0S9c3nFpBemih0nP4bXHcFzn3ZG6oWdqC6+obRjo/V+mOg6eikyTMqi0M+R/4gj/KUl5j8Jt4YaBhKAVDTnPucDznXmtVBJUhokABw3OgBFe47sV96uAY1Nbf9VEYB+iGDtIi8AeyLRQ/En+kKh8p82KQ/f4ZPIzelnRgJRW4RzP1ijj0tI6gck8LP7/mrHtQ5sj7hX8SLg3Q4xFSDu9WmCVRIektUapYS734+GtBHkEENhARjthaoBCkA0XuA+pwDObUMHC8tH/IUE4M78FkVjoxC7mG2Y78oLVDPxFAhGHQH4FajxnyAAJ4oixyVSyqJY+b/55binXpxdFbbHFnz3+XNWRK1wnuqGcVJS6oQyB+wfH0chMh7FW0QC4ddcZ89Yo+/yoQSIR6n6i/0Y5s7VurB1/3zP7+/VB4ZJudELxq4/CguAt6VYCFAAimMA92lvATjbbINIAKSxvoTwX1ByAzf++3AFPK11njRFlYVgPYCkCRuBtVtfLwC0VP6BvlC4/N8cHsmXrmjR2/m6XFYEeHC9FqJH/PG5FdXjUOkic6aX27bibzq/QGGIXcN3l7h/0Z3nIvicFlgs6T4P0uY9HIvw8iOMu2beQALQBkW4vcS2AWscx+5DRUlphJQABOBS4KMwVF/6b34Muxfhn3Djv3vDwqW00EMOVQTgThtR4X9Aw82iFC///83p2azDo25+/M9J3Lf75pPC7jLozP1SnWB1uGtmjiRinRCs5+arsAI8dyM7vWNPjkuEj77RskrtTouu5XRNbvzOjqTF2v9FvaGDDZ8DQmEBmOadgBJeAQzifuZKqCNMLPjUtIPAB1+oFGUt1PELaeVuayRezmS+xb1M5ouITODGf7sGukdzaKCSM7iVZQSjlrJIy0nn6pT/xegtil2TvNJ2x6BEWEv2E1alZyai0Ak++G95POa4aJIryHay5XdbtnhjcgX7b229f7H4x740o2npAlUG5uSoWhrfR6PKR5eY9F96WNk1EIZEg0HgQMl8EGjKuqjfFI4B/DTQBITvzeUud0JEADLHsg1Y9kXpgRx33vCkLteanoAXGdbw8/N/3kcXRfJoENRyB5228oUuzTsN+0zbHmN1yv9at6Vuu1Becgol8Zsr8jWQd+KBjLt/vhiL6s439tNxFmcT4FZ13mmQg23FgKT7qtjfzWufdB5ckCRo8CMyzfo5loinhAGJb2LxjjyJqo2BBIA5zja4Kg58df5goFjfqcPut0enSEsiNAQgsyPC+m2+nXlkVlHk92sXVp6tKMTan0FsYd2VDL7V7L4s0nTQhjDycyUi/KwrNiFnt3DeOINkUdM2M56bDmS1v/I8IdowchriBQW41BTlRCeY32NQ+3t7i+DWhyVRXHA2wYyyvz5+evjstvHJKHxAaoa80gPtnLlcjiTJPul0gZEEgDnfymMsIVriQuAQEYBxSBIcpV9riTLXc75YxAR+OG0E3mTHf0vwE6kF/71mhQRAATrgKWf4TALvKUIKu1HV/vfKJyP7Dl9whmEqYmmvolZb8X5bxBdl9YOl43fnbu97owAK7ReduFYYvdP54MV6DlefCxApDBNfaIzy/tcZ31wKDxeN/TY1aBPAUALAMBvax7jMf0JfyYPvISEARyJtzip1u4Z74zdHeoLbYmkeOrLjvwvQi429JPKNbkJIABTgrwi8KwSv1HV7wbiw8u35393K7f7DKMXcfJGv6mH9zxXFCYbJyDZ2kjUtVrAEDU+Ij49HvbuO8PlCWMl+Xk5yTRO6WV3axFQffO62t8gH7g7mDIPBBMDerPt14UvDBvR9esx7v6RLvzskBGAseroiv6KA3147O+Ez9uOkJTIJLe58xm3DfbuYKTb+8gkJgBLMB/qyve+Zq8uhhGuj6b2PhrH2OmbQad+3styJse6qAUvjyQumPRqOopb4u96vO/VK7fxRpXt863YwqwQ2uWIz0Y7/EFnr35AUgO3wZBqeF8X2GHT7DMMJQHCEhADcxzkXdlAOfvvteRpTuc8WQPM7zBRuBtVw1DDqDDZZIAFQhEWRsNbs0CoFqO5qpi+MQGSTIf0esCI/24V5evdBX6vQ26EIyvGbvxysD7SV8uh/UVhUok/xK4WaYpnokiqQYSrQZDcfQgcCGOrWAyQAxiPJtRLaTmd86u+Ny3i3xLuSgM43mHr29sDd0YjcktttIQ0JgDL8243rwSk90+W//wNgEOe/7e9miPlxdCl2EK/Nj17v/hko4XDus9WGJlKe7DGrIS/Y1QT3QLx9VB8sPPDD9/uDe/NZgs6i2Go0Dio1rSABMB7uG1gIHfv+cC2BXUazKx8eyIvCvZGweXZFhH+kQA4NBAmAUtzctHyVeGz2WLTTl39mH1iBfNXusQFPeBsRuBaGfMKLyS+FEGbhprrlOnTA8zP/muMgnttsvhDEvU5PgZsSWvTlq/4l6ZUjSBDVwz5i33QGggTAeJTBn6JYPXzv951vouABbv3v/geE4bPykmdohBgkAGrRD92d4Y+Ayr/ZX8DPTs6DRl764z9HIqzdV/37z8quVjTvh1fvvNM4DpGVx57Kfq0nR1BANF58DInsRzVsdR3bFQ0UadykGFA4GLfnDfCSM7w3POzfHC7VLyQAxqOP2MHuqbBI/1ezZ7RAnjh2/dfdebHIW6xK12U+RtfMAwmASqQn4h9H+G+7BW7IB/8qKvh4dOMljB8tuBWKeinjUzQsyfYXsX4XZuX+pHJY64pM5tc5DhJN/NkbDyxnu39+rYeYHYF9G5ZfrdZPhODxshgSeEJaQgJgPH5AsmtiRT+3nsjcuNkUCG89oI29Bdzlpvw5MyAkACqxB+Wc4Q7obokUeuC32SKyr2Z/CnOZo5Malinb6PXj7J5dVlT/5BJzZ0Mni9vUG++8iWrO3qLjifyMiY1IcowppJWDo5Pobi+U8LNjyRtTYBnMriq+s6ggagWRjpaQABiQZqjv6Lycg8i/c7zWnV35wC2rRLUVuV9sCkgAVOJ711DuhbDIM66ZDL289J6PwSRRbA4wTJjrvDwK7+f2pFtl8ajwdnOiKj8LlK0zjYRjb8NiccwTTa8p1ZeAGzPDYK3+6IP2KtXCqDuokgAYkDPFUf4b9gXq+JPAIgk3cv3//34176t/GeacOTZ9zw0SAJXYjDqO4Ao8khVpcUwB/YZ7Hz/67tjnp+90XPEBmoluLSPatXcxCuW6jHdfIsp9dMNexKfnQyXBMv9XBPdyrk9uFIGoO+i74DYE3t+VnetkqbnMsFOpVRKA/z54fqgImR/pP4YUgPOLnuk6ZJZ48+Oj1YDCrTvUtCJqiYSEXPv/rmwbDUS2XG7Ycisb6ggAlX/mjCXuthCciWd2objjBLvs988WfId/VWGvnEsRNpePq/0Qd+rX1hwl7QAAIABJREFU8WPW29+VgYhihW1AK6eHnr8rAJV7PdMmDnjRVezv5sU5r0n4y80tX208mftlukUdAfgirwz7AciBAQXg+nP8aJj1CZETw7TppbgllU8c9H1jNpz2/9zD9nvzF7T/aeDHrIrQRhUBoPLPsDuxLxZCs/D0EAx2HLcLwKfRyPP4a9MGFIZlLG+cn0FNR6d6Vk0UFCUz122zAR/cnd/Abv2j2qwRHbs+gZv7aUER8ZXV3HaWNB+qCMDhCFAFCJATVWFtNX3Z212jUNhtxsJfq5b/Imkc12n/z96DgjPt7z3n3ymCYkZ+e5EDNQSAyj/Lx0gRXmG+RM3wMOcSgVWoGob+3IhA2tRwYU/4S2VRh2/zXuwAiJtMm/GAX4+7c/w/Tx8pdzcunvn5Flfbg6USJLjTDUFUEYA+wH1rTlxwIfMj/cdwAnCjGlL3cKHjTZz7YgSE0/5nNUQtof//Qn3cr+X+JDpADQEwbfnfObphxQce/4RfDJz1MCpxc+WvvGoB4tt+IExB7o54vOy4Y6XVxi9y+bsUonp98P1nQxMQjddEae7AfUHlKS3SJvr9r0fagtoTzPCoIgBVUEwncw4NJwBjUNExv+BuM7QPPCFX///nSHF6a79Uwv91xKGJGgJg0vJ/roOwt2MpvifmYlVEPbPx1Mx4oR1UYTt7dLM1DHVdnfLDOBeFds73svKXtZiIJ0Wpfhqs+/IWEK0lWOC2d40JUUUAomVxvyoHRhOAqzGW7c7I2XjsDjQhl/1nmjpd9TLsdIu6AWcuJFBDAMxZ/g+WRNywtX/9NqsqrLwPiOu9BZseEYGh75ZHDOuYJAVF8JXrrlPWGIdYHpzSrUnH8X8we1FQ5DSuKwLbUdbJ18jv7Pc8WwSf5HRt6KOGANwEFsj8kEAxmgB86lgwyTEY4wNMR2T/74SHieYs34y2BuMPxfioIADmLP/XK6EuP8Ug8w2rVdi7a/eIe4Cyk05+GYZG3/dHwuZxMWgWaRG3j6phu2dS1UWT9bfbIo8HmbPmqCJ4KD1VEw+ZfCKcGgJww+pttbcmGE0AXnJbJLM80D4gkf1njqKE+FQqpO2qHGqoIADmLP/jUNU5YX8KSghTQO+UxHT2c11+IJ7tC7IMOIu84vta4BvPpNZZwr8WgodLYESwObtUCQmvHbLXhCnJKHPW8+yRd8YMn7bNNLKgShdQfaTKsAGDHBhNAAa5bTTn4efQb8T2nzmE0uJzVbHL/vfkO0O7PD0vl206QhI1uoDMWP7T8lpcfsYzqzuGmpajKj/r4MqECmxnUNstTIbNJvZI9QC/VbUbL8H2HDtd/857+VAvLdtpqVxpz/oYYl0LtfQcj98rLEiotNrrnaGHKgKwNQJD9CGpRhOAsWK/b8wKx7p2abjZf+aWNVLU4k6PxwXmXD8bV+rDBxtzY+tgUEMAzFj+17lN1nkXHflAH7zlPHj5r+ZYaP+sgF9cV16PsmWfJJU12QpbrfYPxdkVI6dJO+m/Lvt4k69NZsRs6GZvgSR3Xut5/PMY5On2+v8GFQNG6uN/TGnUWQi2Jgm112RrbGmA0QTgEzwsij3tmi4nAXf7zzB1xeNeX6Ma81cpRHSctWxmuzCUNaZP2yBQZSGYCcv/HNdKL4bd5V3YMLGR2wakr3IOlUeJl3ZNd9/OxZlA+yi2v6h2TmvXzz6dwL7G5BnsV0v2thfvbevD0I9bkJA+IwKv+JOK4VFFAFq3rsb+z8TlcyDzI/3HaAJwJcq6yxk5nxc7c7jWB572n3kP5ZwbWdyugulnS6LuIS52oCbKmq0NoIYAmLH8v47Rophz4OkB/CY6PA3P2f+ejLF84TiyPy/cd/h1cv3XL37KcdXiT/mAql0ft//Uif7vkOHGzcJ40RH+xmY1xRJhVQQAnsj8SP8xmgAwL7iG0jLbBjIDOpv9Z+5WRhuhE+hOZ5S90wv1HE5abtZ0e28zA2oIgBnL/0L0EMV+QW0+0N5t2uUQfkrnDEQt4t/sN6WgW4AP/C0KzbhFvQdaIeLngJKYgQdcDYwRgfW3Gg11BoE9kfmR/mM4AbhaCdUPcKEzrZDvyKk/9kvzO57d/jPMP0movDrj6sf9H0hAzO4jtkiXn7kD4eEm8w6kyiBwSJb/M+8NaN9zsq85ZH8iRTS0O9bhzeEtcXdPRgnwO3I9D9w/++fN7z9qQdMA/erfLIqnhEXtWc+iUEDLe+tB5CT9nC0qV7ejIQC5g9Y5hysgvNO8lYv7xiFfL9YDXEQzH21kb3iz/3YzXwGIDuNfRisOdHvnai9eJWYGyB10YNwYLuzY1eof7xdUEpWkC0kQPPAfj7C5FjPORTnhjfuDFD6x2PGBblE3Bfc7Xf9k1g+sAz8aYt2ogS0+rwwdSAD0zpVBvKm2FLB/xlepYP/b3t/3G0/7f+XPzYfZ16Q7U7nl+EWeGFMGFswXXTHbbH1AJAABcepe2B6d88WSAXmR8IPXK1YgdpsQvPOIy73/MNzj6Mn/Odr1xn3jox4N6nR4mxu+TV89pHXTHvPPS8pQNfHygQ0oL+lmIQ+IFUfb4GtfV4YQJAD65+TbfdrUjeNfkfJOOT89Cff71072sP9fN2alpPDwswzzJBLf+pVdUXn3dQs3EOfgU0k7TIYAJACBcKsmKvI+Ci90Rh7v/jT7Iu497qV8zwMiN4a3aiPlY/bwjUmR3vfRXV2GL+pxEyW0Bq4hRrTUIiMhEC//WREW8RqDeghsJMFYkAAYgawhgA1P/PTeI0C79EP3YKA/d7nb/6ttgMjKdQrbmxFfrEOcc3JRXcRcdN3zNgbJmG8DoJ4AHN60euPfGk8ul6v8v4qyjkKT1R3exzTS+gD5Hh4wrL4Vpf50Hb7UFMjfplfTGOB5T3/NLFMsqDh59bp5LSxoKsxVuHbstpcL3fgHZcXRatjl68ocqIwfXZGbMVY9TNxVGoUFoGbNmqu4v+7I/Ej/MagATEZMfX70bF0ynmL2Rdr88N/gsf6rFvK9zbr92fkorBVFDrXegnixWUe3pccmQCUBuDI6P/dam/ycppvHylT+7+R19OnbuV7IbW6/k3NPx/Kv8lHPuc0tzlzCrQG2NtzIZHw3pGX9jm+JN7v7ALZpvC78nMK1Rv8eWMh+derEnH+34ygmjpaFlJ2yHbyEDq7ILB+6FmIoLAD2/7ol5pwGJycHI2wromy8D6wdMfiFGeKHQxSP/p8BKHNECL5ubwq4JjgcsjgW6fBPMtkOMeoIwNtJzrKfPE+F5/lCpvK/BuJ3uJfxtJdrfkwGqjx8r1338v/iee7AysVrzjDMxsr8TxI+xLkw5WKia0jq70R8lTUh3N5kLR5l/91W5ZSj9GiraI/rS+ERgfjfPh1nWebMYgJM4Q1CYQEoWrToZwxTxhOZH+k/xhSAIej3nfN95BW0Zn7OfVMMD/u/zxb5lzPSAuKlSF1gdXR93qmLfsFn11CoIgDT7FYu5uF+4wc2YYdyZiv/QF/IVP7fdPNu94Oby1qBXyLRjGum7m6M6G3Zz9tZGIbSr6zZ9OHjYajmsN6T0Nx1wVzU7oewQX8yzN31TWDN8T/qUZHHUGam257yXjn4Zvcmncd7rPV6BxHvOhck+LHzZAhAYwAGoAh2LUBfIXLeFnnjLPLncovn/J/R4r79pbCKGuWnLHiQb10cqYtS0uZeGB+VtoS0vsB3KJ8fYUVUsP6MAyfQ8n/7i6daNX/ygytCdLSwcSPPHlET0sH1FAwRpuVn9EUJb5MW1tosY/k3j78qoq7wDlJLPJnnTrwFcY5VvZMQtSeHHK5HgnN/7KPJub29n+8h7EzQ3N33yYtAjekbflncxoImOtnDR2FIAPTPNcQxC9HHEU3Fn2fctsn2Qrb5/7XF/bS/AitdseuwILrnwpULukWi5F+MyVBDAF6AaFPDScAYxZ/oiwDL/7JivLlMmsG/H08VZo5dmNO2aqUmT6JRtjteQz3nCG96DW97uNwp5Zqsf64kZvKhOLep+A8By52RQTm/1ndEGWGb4X8roG3O30fYb/LToYlI3Oh25tOiwoKECYEuSDAYJAD65wSKMutcW2E3wM8bkPM4evb1X0Ug6tu/bBXXyJWo0Z1/H7I9abb3f3UEoBrKu2b/ZFVE9aBSu3F8/7Y9RwLbyTaw8j8KuHfq6m/fttvjzpxd/I7vgpyZIIxr3Jttlk4FrHdFVuPebGmeHoMyrqma36Aw115IR7j4olpIdUUu5cGRHDJ5vTain9t689b2ETG490oOF9pTKoM6/JYwFzsi0b0NcOvTJxvW6/TOGW/3hSIkAPpjzytdmnR73TWN4Tai7t6MsTpauPfgQD+X0ypveFn/WxzHRLFiaOMMZzXAVObQW73a9J5xlDEfaghAAnqLYn2QFHBKZ+a0KilstFuk+awTud/gQUDlfwYi5/ECtiqRd+mQlmRvUGb1cc3qqOOhR+eRVzTFMy0GHudX1WFfOWxNnDPtywhO4hIgmpPM5MfzolhX5Dh+fquP0K1j6Xkjp+tYr7q1HH1SWR1zHy4IaUgA9MaRNkIx7ur0alvJXt36oS1fCQ8h4fewcB/r7zm8+X+o5+ZksSrCnTMzJqOgGXye+EINAYhw84w5FpEBpnP52TC3yXThA6W22AIp/8ejLaN61a344PDNDLM12sJt1/IGSp19he0T6vnqhOL2surZ5+IxLFAOB8TRW48DsTG4LxJ4Vuhp6Y1F3GdDfOq67qoVa0S3vYaxOef0j6crxESXG5xtS0kPLkbYXD2dl5LgfYjaJJAA6Izf8iPPoGXff9gnBsUcy2fG4xHmZCKe4V6q+qNdMQzPIQWv/n8mip0zHrKFIXYppyc3hsNqiuluvlBDAAq7vWW2QNHAkjlcmrX60eUbtmzfqlFFbpJ96QO53yYmkPL/HPIKgtPiuL0ccR5p79RFcRssY24wp9sioaf93Bdu93isy3Jvf2a0RN7Zt1Jw6uqkKMfQ1nPCRjFvo2am88KJcHMe7e5hOnA+EM80YoblJiuhDQmAvjiSH23417qTD6GE0El6KRHTmLUReODbdOYziy0ceR7s/5WvQSrv/t+ORtqcO+1ltUHfvkDq2CXzBhVExCLZv4SRUGU/AMQdcUaOxgdYBtNSgZTxOx1dK1n7ppUDKkpznhlI+S8AlJu2ef8PoxJRaNd5G7+E5Gxtu9HvsuzdnnHIt4mZCoe7Z4Gb4eGihVtnbVFiHwuvo8BfbCt0J8NsjhN+/seFz1vFXEPkP0cA74vu6423JWc+GxnLu+VHwe4rnD1UAW6zFyqQAOiLR9HaUTTv1EN/IfiFFcOubSpsf/1Ldrb/y63zmoB3+88wY1BwBx/KGIqkk8wHwsSOulvl/grGQg0BWApUdwxLXq3hbtX8Zw7Q2n1wM20IHLNn/CSA8r8BGMW72bnQDMXPVxGcLNwWnIFaOrIjR4/A4u43oanLWN/5tg1Sf3C9r1zKww0Q9+Im7i9FMTbxjIIQHAptCEd/bo5y5vwYNBGNVTE382H/pY2frxM3JiSzJVWoPpUd5X4jHgwmQaNDAqAr9iHeNTXiYITN4Zx/YQSSer3emjP/1tYrfv9xSgXY5nhJwJf9Z+62QPSog/aK+3UtRLJzq9PXvdhrwGRvux79+eGsDwLYesyYqCEAGVWBhIm7rzHX97yaCFTx5gInd+ojxfN1P6sO6vi+4dxn2SiFmnxgNZ+HW19+lkv80yKIdMTTGqBFKsZz528Ck57p0ufJWdzlr4Dfyt15/8vIf5yLf9glhjO4BWbcFc4PQRU2vdUoeou59UVRvGy/fCAqOZ4/PBKxD/Ue9HxZYOCpOMt4Z35eRuUW4WxSpYZ96n/+3eOfh6NQ74fxSK8URK8Snof7pfweoRZvQAKgJyZhgCj2mGvaw/aH+BeXaFThp63dfdVqXeN5u2/7bzf4Q6xAUjF7s7rYZu9XcGR+UI57UOkFgZkpo6HKSuAjRfjJ5dzfwocDS4T1AuXJTOSwvWR75AD/rSdJix+wOuOTYXU7zw8CuOLVUOmw23k0vuiWXlYtdMt0xZ/2eJ7dzn/KME1c179vtVhgCy7/eyKc8SaI2yf5/pCMkwDoiO5u/x0z8IwrcmDWc89OG44yzmlyU1DcY/r1tUmRSOq2xNck6B09kuxN9ppv5dRtfLk5kNL16W5FgWaaui1TC3V8AV0dEyVUvMiROc9R9020FwdQSxHt+4Y1nbKRiIJ8oCc/hXTv451yid+DKDzkjNcFwjpw51cD10XXW/mlha7791VF3It7NuVFhA2J7Tv1fL8IHkznzhdCAy69fXnQ5ofHa6JUpzoRKC1+fot7y5Z/4Sf2BWRPYYRVftR+qF0nCxD+0m/28x1qRSJfd3/z7xZvjNL2cPswNO55oheasudb29BMyu8RavESJACqcTX3xeUt3ea9fYAn3E9nFoKr5z+rBha6nZ0rrMtJmuXT6fCFYz7aBzzr2tpfsSw1pt9msj6z19O0nK4NEdRyB338jXa1KtRqOznwtRblvbjcGeo+2yZXpJf/h9FDNGlmPPA4H/oHmP3V/K+ExSlHAU8ngtceFxYsWHpx0/JPFsMk7kQ7fMlf8XM+RHd4FNVTgU6+/D3f6QfYUuuXslt/RDrK/tGSfjhD9MIfSObUdxzKXmAuJ2G3Pf2H0CWQpEIGGgNQh6xPW8UCyd1+Zv6Z3K5Oy6fXe7fRPSGekzPVc7rnZrf6vtBt9nUmuy4nde2P7zwEdA+o++Ya22dgLWZ/Vy253W6ximN8IKkYDONsCDMc4jnyHNtivHQL5YT08l8b3ydihiPWD1ZhCv0tYUlCteVsSe6EyOwFesuA4kDxpxzT8jciDzeBaBgmCEeOPc53KcW1/fBitrsdbGzJDjcn9SsnGu/eYYuUvgiO3cWA3+7uVi2U/Z15yi5I/9RFsdO53BXaKCwAlb0j8yP9RysBOMbOmsvDDoeVFLpR7/O64ej/3N75m2Op++nFbktKD7htfDcWFqH/f2XegF6QbtRAQrS9hXFn5X2I2WxXG0vshQCSMRjGEYBD0QgbcUp04PKUWITv9nm9N6SX/9b48nOLZST7Ep91fITV0Rq40cFehkv3a5MEdLnJvA+xJ30Xs9BJFGuAz9mPtSjrnBL030xBR8IGene+sH7Ig1XqPT7zwN0dKCra8quLsGxAGr2xmA+crglLo8dQq204Svqxs0Yoo/x+AN6Q+ZH+o5EAHCyI4u+eZ5jDw62w9Phs85pxxRG5jLm1avrEucLkTObW/h0nsg7bIo847/rDGuXxYjQDz4pibi7h9tqFxTH++0uk1dvsnlzogXLvoC4bSn8ShS6x+rNYeipGwzgCwLxnsRvKusNnr/h2w9ov545qzA4rSLSD0sv/RAxk3g1HgadeacjtStqImx+W0RzshJyYB14clBfNR1lh9botZE8sEMUmYST7cbcCJjsO7WPf7sO5od3CO7LdzuytIxiMen/NcNsF75OA6nFHXoHs3HopVtAd83m/ckelFgC3HZK1WAH2o9VoeRb0BYI2ApCWiqZc5+ONKoji/YzfHobIJ/hCWI7dhGJtc3aCQrHnu+IBxxjt5UrZXuQ/ctuxd6d4vX1biOb/jESnr4c//sSLGzMZv9lqif3neaGbNqMh++jZznUIIYyyAiDvjngfJcOd+CUSU5Be/vdZo48zvz3AP481+lZ2I8cXXXmwcebbu2+qFmLnzswS9OI+11qtc/kje+3v/x3O2j9H2MUs/xHP29fHI2XCj3s2jCuEPN3whujMVtSS+D1YhuB/zvDVZY1w70IzbPqYM+qMAWxMQOLYf+1NuMsf34M8XjeQUwdtBGAGKvHudsYhdVceYTe9J+11qc6wcX2KAj0vdra/jFS8r6C9ShdELb6XdUclVPV00nMA+UTt4NfxpDO804IHXeO7xy3CAFzl7xl/GYhRrtKwE/kymK/Fy3BCFWUFAPLuiHfplUqiVCq8LLmLLoDy3w33/9mffYGzlp+aD5NHRqJb1g4r8tYSf6EnvL9pdMEyUWymY+ewtyxouuY6c/mjcOd2pLvt1eBhj7v/TkAP3q3b9W6IxkTRqZ/RQOr3YNhJFeJHNMJHAaQRaqgiAGfyIdWxA0l6Q+T7T+ZH+o82AlAR/HZ2d/JYfrO3qbuz4VOFgelsIGNhPAogYRrb27O1DawFEdbqzYWvN7GiWvaNQ6qJtuy9nuJ6v9qVhEiX/c/obTf9kz7+YFRJWL14YvdOaeyyi8C7QqwCtjIfm2FTJGUFQP4d8Y6tmTp6aJ/BI6euCmQ+UQDl/0JpcG8T3KaWj2Yyv+bFtMJI6I3Yea/FCfa/k49pZy+7dVl2ca4O/oRNjFtK7JzlsMse/cn97pbo4kg36zHgMdGpmegp9XvYuRxnce1OuRHxgU7IDSVUEYAXEeMqrWcT+K5ATdBEAI4hmZ+V8w3rxv8Qktlwa9zjeIHfGYH8Du+eryOqO7fcEdGjvTi1/RJxjq7SjI6o46gfu/IB5VxXDYcVXFdt+mtWfOhfJrMiLXeYN537jj2GFfZkXvLzGxoYA40ByEAg5f9ptrMfjZ4qYf9ki8dK+9s4eiJmC8Ocm9O+PMIKoIiPW7ch/1Vn5GS0xenF4fLrtWMQZy/3rpbDMGCI2817keBq4ZyLR5Rruk5WDXwi+XvYmYBijiwcLSrapMfEqCIAld2aXq3cJq+oiyYCsMmxn+90DLP/jWVX0PyOvN849nj514YSzov74rHzS57rM+Ij78uwnkT8Uq7SHG6KRMeWAXb73wQJzrew3yyRyY5p2fOQ179hrqwISxrzFxKElloHLL9eCF5nKoUWJAC5sNoS1oEfrCo+IpabFtDIHi7l3Nm4M9oDvnoaG7qmrWW0cCwhELjzJ0R9mMxOuPY84pjsNgT1JNDVWcLfQTFpTvAE0h9Coc/ZVLI+K4hG6blebwJUEYA4t/nsIxAj8yP9RxMB+NGxgmc8NwM6AZdZ97cj9qMCf3gcYuH0vXM2Miwni53WA7hn6LTxLSJQyOEql/P/UAJOr26tMQgpmc7IOP9yWQp/shN/hKZ1KrYMRj3/7nTjv537DLW9gBoCcPSo2NZc/T975wEeRdGH8XevpPeEhEACCYQWeu9FmvQmvYMUQYo0aSIIiCKCIqAIUqQooihNiihIkw8QDUiTIr33Fki7/XZ29+52k0tyde+Om9/zQHZu6yWz8075l4vXsz3S0Vhe/zNKYDY7C1UnfvZHBrsK0c9IXEFujBqu/0rbUAjol83Z/wSgn9BUP2yHyEy2+z/L1o5TVSgk291H5hOzmLvpUNF8dKUX1lr4NUQevAoU7DmmRwGgKZ0AIigkAM0lpRYIsfMtzccpAvAvYoWN+cRt5xYCWGIT/dtO/UJWLbxqmHsnbfAPWS8hYVWcYMD2ur4ZEeL/jDJYYj/21rQTEjcRdsJMr4t+ZMLnZCAGkzf7H4SNgo8Jw7ycuT8hnjxag42Wnug8lBAAiBE0BRYj3uF3zA7L6/9exKdxfbaP+IKuEtaRiRQ/GA38b8MHKJvd6T/7I2ba7hO/TYhAWOYQVD9BdMziydBkSpVJZiGNrEUtH5RaeZN9sq0FMMnCb2EgfXFB/vWJW2KBgdzLjEJTQKFGuX0YZiJDqFI4RQB0MeJcyh9I0HHDV5JSoxhOj+cnhDjiMExi4jDc6Hdpmoz9s0dNXmmYHhXjv90I0IvIERSAr6GzlapRm5feej8CL3IDfl8kfHb8dg2EwSuz32mubA8D8pRP9AKau033SnkB+NrqjGC2Y3n9n0KyMuoFgP0Ig8gIIEwyX/+UrBHnzfb8v/XWQvXPZd51ENKW4DzQVbb7DXwmKc3BkAOFidUp9y/4K9Z6dIeXzVx2ONtgKZ6GIgIwlmsRDOv5LeHEFDzOsQIaj1f4/kZGLL5/kJ/3RqmE38KwX9hdCH0EgyCeoaZCvN8/eSWbwDyG+J8rwQjLxpu5N1LyhkTgtukzM9MRpa6y7GF9wPSie807zchGDRr9wf2dH86LQPlc0rK6DA4WgAPLOYCpyw0sLIsgR94xRyyv//2xiHj0ipP1m0jvZSiiChuztf8DVM5pVU+3fWCtxDrD92TdkxICGK1yPswc6WKJbN7gVXzNpixuFA7/ytM83XnLnigiANcCgJq7+c29tYFAd5oDtQcPIvEmrwCLEV4TNYgWdkVJNBZ310UxSQy4BvpYWQYevlecGGK0M/EOSeM/z9MgT985n/QLAyOx/TR7BMA+KomoLx6x6Wvq+YKps9riJbJLgRgvyvylYrKYFa6MgwXgjSw+ABy1HHnHHLGo/if/vmrtAV4ATiKCF/SLH5FKWwOaT4BJwhxKRj2opwgOI+nXb1rWsR4IJOqthO74Ib+8yt3xVRmzUhxk/ASveM8IUq4cyjiCfUMC4OSv1+2VGOJQYpUFl31wUiiIPV54hcwCpVYBQnnr/k+BSL1p7HQgwGDUcEXrlcn+Z0ceTjNLxHC/wp5ZYibK4v//ITrOM2pJF+k3eXrunLjXGPBKLMuN76P35X50FvqgvWH7jK81wSicgRMEINjisZXdsKD+X+zNZ3Lx4+fpa2Ic++Q9PidxuQHwwrAgoPzXl5IvLS8FjK+CxWzGqoZawLdltss/Kaf2Hs8UDpd0DCtd4DfvxILJ7CD6NoroB683C3t25l7HoVA00K0lDNW/1FY739ASnBUMbk8kEFuvFu/KX3bs/GnNvSSzqKdVkoztHQU/MSMbNai3k+v3XJ8WiHqZuuWZ878c/3TEW3OOtZSukTWzJKbnuvokNlfRqdbY8TzzU10wlkZKUxm4Mg4WgBPbOIAF24zsdmKeBfPr/zp/qCp168CNPdUHuL6Fhhmbn+uz+JP1XwzRMB2h1b/QFT5B/uRLlbkDo6MYoLFJ9+ST3YKIb0ubg7JPN3K9Gu/+Px36rbsWTJalr+RKiP+N3/qlIKplFzCaYhNKhYNOX1hBWv8gAAAgAElEQVSFa1vU8Y1WOHX13WnhoB+M55NCJX76aaRgxNNErZou/Cpu1uHeLHGwmzEGQRdkJ14IxDhxYH0iBiNl+7LJ//U/xtvQg18o9aYxgycn/rYyPO6vMjPu/xkniV0b5ReBnYnZ9X+DCp35EeohP3gfJwZsQOldixE9WM0NEKeCiUBcvfw+EYGInqRm1v+XFwWXcMJ2i6veRU1UuA/UYIrUKqECM1w2Ibk5SC8jPt9nPesmN6QtN3zGsDJALTMXsigWomA+gBdXzjk9w4gTE8LoTu/aQ9wQU7ZPfXPisjvs52qU/uzQv7+OCkJsXfhOuMCyqdtrQptpDN1dkrDiiEZ79Lxxeifb/I+jELCaF42UqSpGqYAnX8u88x8iWKH72ogSAvDWW84LfiLH3Pp/IwhTxc2tDPKnsY9DuUY6gMSEUI+qhxqfacBAUyQfkLc4VHNSy6ChaPd1vTxezXK5sVAPJXX/1iQfdJWtE9wcSi6M0EEmO/gvZoYJk2ZNBo9f7Cq/w5cLmhDGaWwrLHZ+2txMGcS9WlHxvtz7tEt6SPrGXiqmxtuHxeLdsuTwPK8L0eKyz/+b3gcoP/3blWMLQj3H5BEOQJ6+7D5ClbqxbSjmCcwP9545uSNrbv0fJjluGlDlyBRU7kki/4T1PM7ej8HaY60MU0Bxm9kvUPSx/vDrecTIV0Y2wEvfrTkQjAXynenHft51gRvezh42eOqeLEu8qb/MHNcpgr+PqsulzHspNqOcANzZvmrJXdbJ9reuJABsyrddKhetPZpv3g93DebqeJkZstn3fXqTzJZ87+cH7hBVoXBAMzEjx/zvLLs0n3Bimd8c+xUk/I6KktLe7H2DXAtlBCB5ZsUy5GcSU2qamUZZDsHM+p8eiWPGEkk1p0II4DXyKt9Cf4FmnMRvndamYomqXb7hKmF5qfPip5mDyGYUk1g2/4gIg1ak/jKp75BZJJPA4TpCfS0snwi68U5pb2iAEmM+m9HOB+G7zf6iFDNRSgA2VyDDxyR2dOdf7Xw/i3ApAZCju3E+k5HEN15IaIv220YGId9xll3CoD4Ju3VqqBa9c27/Wfb5xpGdu0/Yo+CCy4tA5pSxNAijlbu1LSgiAFeLQYj7kcS9BFWc2JE1s/6flDkrP2TUebnnjhygd+W6w/jKOnK3mSDJ5O4tla+82u0jzsQGauIbcWtpfqHVr5/0tTfC+89dMDoBGCo5dwEZcxDPr4LEbupqKwR5ePouB6CMAOj6C3/qJHYIMMGJowAXFoAs7PfCmNSFJBHS7QaIv3fEC7OvCnEXdwViQs7tvzMYjKaGlzfJS3PSmc9iPkoIQEZFQMtPkN3qEgS84vAbZouZ9X+n/BkjsBkVpSkbwyFb6D2CCtJiFCTHpu9f0VqWuPhTMXBQak+g1IQl8/qFwUuF4fywIH2hjyQC7Vgw7XeuQcDM8vAms0oZ3VGJevDaGWUEYBLA1BlOBGA2NxBwXjRodxKAjDKkE72ZDyT3ojqG1cdwdodoafOjIf+vC3EzHIPEnt7JgsZgRC6OEgKwAqitd3683ShrbnflMLP+H0B1adEfv8k/4OMZGsmUnysfDOu1T6bw8/dMQ2Nc2a1iWuFBCPyGb84fvQ5DFHL2V61Kn0R+Fby5X1RpfMmmj0DgWe6T5FhsIHuenr9BI/nYCUUE4D818u8UreEOR8PLmlQW9sGNBOBnFOLG1Y+8NSSszwm1F0Iesa+L/aMkLUq7WvvP9Rt9UHkz98xXpgaitus9nmmUEIBmUlvch3lkeT2Vxcz6f4MJkvz9TiHqKsIkszhXMpl4XUOYZPX2gVqrP/bfYkCJHonQQvW+vu++SYjw8Ct89T4BHwEFDEZA49FK2HgajSUkB14ecrGuQjqYj9GdfTy9NCcpQZ08IFS5EigiACMAshgpmEMnMU70EXIjARgo5OftJkRRrw90Y//SaPnEMST/S4ecznUSB2IBn0LR3CCvp1Xh2p2BEgKQT2Yh+7r5vtl2x9z6X1GaLvFt9GFLQmKe/GHm2lcC242FJWgobl3Nh3L7yeH9JqgNieA/EEKA1tHHl2PZKkgwJrq7o/EWFolXoqqOZH/nb3XTjyGjiqNI3BkF+BXKy40q+rlLH8OlUUQAKguBj0V/mGaoY+dbmo8bCcAr4F3j/wvARO5FeAeYfqqAED+Ua/+roYZzn840ybPKE3Px9s6LdWAxSgiAlyx88RT4OvyO2WFu/V+OAgaD1SQSk2cuEg3h/S6FIpMlx4eoaFgFfljQIB4NUZ/YNfyNvMk/qlVChz+jDD+Nc1Plq7+ezptZJskYVRHCgd14e9HPxDzC7chwgL2NYC1q/8KNCS6964/GzrSnellQRADChD6/KADjcwge62jcSAAqQpgM/UmNBnsyZgGNg1CHvGbE/mdPpuxJrsOz89fdKl6XEgIQJZv06YxIh98xO8yt/+k1UUHMKfdnfhICOiURr4px2y6XQptMhz+LQ1dRAR43QmVxgv43RNw9uX37SV0VTGQniOOCL1CQ9Nx38MvMT/Z8v+nkIwTdEtKk8jTHZv5nLZBuxAoxSspUXkP/hQpjxKsfjcZY8784JRsUEQA/jOH3CALwrhv0gFyAJvpB9/YIIJRfS+tGJlZ4+89lksBrFFtQQgAaINoYHTs5BnUdfsfsMLv+3yyKoElJyY/3vqFFQ9K2n41EHAn2cO2jMJTKku3h7wBU/IUT/pR1RRGlX+Lrh7ok+CNiemuY+Y/8VMQ2aJ2YzGsNOrEnO/iQ3YXUqhcqxrCqW02Mkl6ZT3F3SDRI/ZA3HflKOvX5P7X3f5b/BihyFBGABDTl9wgC0MatMiI5jUl8tLjzc3q36dqYz2LktY18LNj/N5WkEKPYghICsBBoa7Bf7IbcMv44EPPr//22ohOiZqQQgfBCJYDJSzoirU1Es/s7DgirVikIKHte/xnJDlegceNYIIRBi6r4SXe4OyN227ej0RdaqKu2bxHNHbXE6Df+2FstxH1uzed918UIA4L+xJcsowxUl4337ClJo0SxEkUEoB+8iFW4IADHvCWxL5XGhQTg8eo+jRr3+SbbwJvHGP+rN7qpBC/4GoiqygfEFdr/7QiiSTHsgxICkFoMKPcdMXRJ216d6xE/y/UMR2FJ/d/XP8E3oPTo0/pyxqpGWsD/tV9MHp38YTFSU8t/bpiY/4tBVb4zv68GvPkwEn6Ar+gTfIXxATOIxB3M2BwGb2OKhFl6F4TZwrzZPBS8xY0soknbMR36LKo8W61KWk2RoYgA7AcqXhMF4Ao3Ktxm51uaj+sIwMI8QgcrcnF2R3RE+fzw7fHVT1918wam7FOrlort/5/hmKnks77MKOIJfIr8sZm8FeOIW6v/wdxPcBQ21v+M6znFMrr2xyGJB9hzbkwgTtGkdkfBsSTuZ4G3DB34kmCWiZv/cr+V2eL2sQD9AvMVb94jILUmih/nZKEMmzqJUclcyi6hgC1fhkJQxhGsByf/U3YD2w99EAkSSMRZuIoAZPQB8ngJEvB6Nk4tt7mxc0XywujWhgIFb3/C/eZCufb/xru+aEsdYeyEMrGArg9Q62OntT6jwP2yQ8H6PxuB+FHcTimHOSWwTjryqQjvFaNaNer22VUyKYzBQoXeHqFPPkkSERcks0m3ykNTT81Mn1YYmq7SLPLsFcQ4/Fu89CgjAC9awkg1JyYMdxUBGA9vDVTlWzcg4W5HZnMQ916oao6Z8WYRoFU19GWXcAMBn0pFVWDetDhfIyUblIoGenJIuVDGP6HHLkXulh0K1v+y6GtM6rsJRREhtQ67o1aJzYHXsHfIZskPNm37vAFX0w3W/Sm1Eb6IKz3tJx5a8vcNEnNRlv1F7p5MsQalgsFtSBD/3tFLndl5dREBOKbiOoT9SO8+7bsowLRT4wWVz2B//ncW85XuP2/15aQwkEGDX1vqBGk/FAsH7RIoV/8fIOBaMPTBPVO4iixbsd0A0qqXGzqQpJlkXoM4Gg6ZJWkdHrcGAuu1q6IGk1jj1UFb0tkHWq0kn3g/SdwgipUoFg46ZcPoTk06vLX2qendCuEiAtAdKuYrcft2nmysoj5BV/bZ+o/Gf7qXvBSdMC4CTZ9dPHSaOkDaEyoAjuEkSrAL4LdWKN31R7zkzf+nPycIqgI+xmmBwI2DmzfuvVxuX6T7oTKJIezd2pBfupPEp/pvrdaZs2kvCYoIwMWL0imLRxevZz1EIVxDANJCgOGG0m7wFs9Z6IdFktLn8HG9+G8vAVQAHMM5FCZ5ZdD8x6t3/3ovHDAaD6W9RXr/Gq5t14LJ23hyJLjdn5m+zNVd6/Y9MhbP+Bkylf1bUPIOUaxFEQGQ50Rd7PF+AJcBn3vGYoAYIDcT7bCO/3luzhudhy2fCpPt//OzR2855Bk9BccKQKVKlTbx/8tx4B1zRrn6n6zVPuS6LcFiD5/RGKJDpbeGd1OgzNM1QWCIO8vPCOMO+DGHixlZq0KT/+m4IcWsYNSi/SHbcYIAfA1vO9/SfFxDAI5Clje1EDdaNkF/3tnrYntGfIdis9b3bU29uR0Jk524rO7uOFYAuL/Ocv5/OQ68Y84oWP8b4gvu/zsf1csfnth/OBoZdkxCnoMd4Iu/VnH/RRBXgARuoICobD1iZGzmRs95yhdXA52d507xEuFoATiwnAOYutzAwrIIsvMtzcc1BOA6SHgVA2HIY+qoeSQd/P4I+Pf84tvRXkCBm5kOeNKOG0gXKRPKvRHKZX582XCsAMTExKzlGrjMOPCOOaNg/V+HvIap3mtRBotQ9pKPai9bCn1QPRFfN+EN+xvB+3ptc/2j744lfvHeTXfY/Yk9EkcLwBtZej8ctbI51fG4hgBkBKOtuPnv1EZc/yfMVGfmstrr/NkwtLzB+/8yDKo9l+1ProrQOfe4q+2uB80Whz/0SwpdA3AQugYod0XYvFxWMgCYiq4smx8nuWY8PP2Myu8Z+4s3mrPf85mPzOPaX6fcJty4q+MMAQh2XrRg1xAAtrUY/fBJP9E/KN+37LNT/9yTH/U6qr+CdkL+92D0LmQIqS7QH4XFJK26MQi+osRzv4RQAcie29tWbjyV+2HZcKc4Qt8/z7Jnp4eguDEhTk1sIU4CR5IC4DvvYnXM6qEClrE3nRgj1ZNxtACc2MYBLNhmZLeJWFJK4SICcA74gPtxqwy8+g2DCrFAQSIFZWZJezZ34oHQh2L7n3B/N0KkQ4B/VN6GtLu6tuir2MO/XFAByI59DfjeSbGvrA3vfb8Vmashq1QtJSmEY3GZZXtjJkkEJuAThKNsKrRW3oZiC05YBHYmLiIAbAMwk5+n1ULJY5NVYPyPFgU0xUsFcTpwRHLU6RCoXvtslj8YFDlDAuT+LNk5Spp29z8ylKZYARUA02SMZ+BTv3vLSKDe3dwPN81vXbnTg6J9oYofog8qF43rxDM4NvlnlHstL4P842ejKLGMy2ftXSg2oIgAvPXWtawfOgVXEYA7gUB0XYT2jobKF+8mIBQh99jUnyvCX+oT8AqEKSLtoPssSc33gWRfOUhn0qqBLopZhWMFoJRpHHjHnDG//o+EdgrJzZixNgblbehcHCnB1V9/rhpr3hZGEpWwmxuyVkKPK0xAMtsQG06F4huWXWqMG0FREMU8gVnex/tZTtEEzeTp5VOHj114bNW5riIA7EE/cfwboUK3Jqh4qyk+5D5O7YkYyTeriK0TfVBwvmBO8TFGSa4QAWlE6D5YqsRjv3w43AzUFA68Y86YXf83w1uf9vF6MVkINss4GISiy+6yGX8O0vLLWSTGG0kP+E8g2lTC7Fte2lXh6Khj0xKxzOqbUKxHIQFInlmxDPmZxJSaZksmz5sLmseJdvH5m3xm+cKnywgAe6K02BhoJ29DxHV2o5DlN7UG3jUe1AifR4j+Xynbp1dCx/vGfXkgFdPe9P2xDmVGAHzsb1VsJPnRfNw4B94xZ8yu/6UlVpkntZpzVt7vbj50EReu9odjCvl5TOVDIjjsCoc3vMohBGj9jPgMF6EBDp2BMgJwtRhQnGwkcS9AlUvWXvrBcI2sI6UdaGlaFNcRAHauVvwWVZqT6P53EMF/vA8xhuRR7Aj4Cu1/+lwhfYB2sOEbl8ceydWqZM7TTTEPRdYAdocgdOJZroV78E1hBO10/A2zw9z6fxTRkva4N9638n5voZ6hv/e7yueScLUSJN3whY5CTy5yQQZ7pwe8D1h5C4pNKCIAGRW5pqs72brVJQj6lD8W8x+JHAjfYvWatW3+Sgk+UGah07mfJsV1BGA49/R5BD1jcIE1WEHoYmG0vFsGNCLt/6MmQLlu8G6oQcFj4r63pc5kZ1X+uVhG73yjaqEynVen2PVLvAQoIQA3I1BSP3ZLrYcI562ImVv/58usyn5EE+tu9yKI+cdY6iYMAZ6UQ94lpLb+VoGr/LGjP/+kWxACN1p3B4qNKCIAK4Daeq/A242A76y6cEpJIHryX3qjNN2Jj4sCJSzzCHERAdD93hjqfJwq1u3ZtgD3FvzNqZs+u0UjY9ispAigEzceSG+KvD/fL4qp7OmayHdV2HlS7XXMcL0WGJDjDc/XFYcbhU0n9LOUtF9GdXpt+PrnuR/p6ighABPgd9FQuBXC5zd3DubW/3cwTVJKQlnrbrcTFYSNx+cfs+w2VOML9xsD/tVeSeD+HxwrVMsWFnbkKPZCEQFohhCjJdnDPEKyT4tZwNUTedCblDeBuRZdwzUEYH8FsTkeSFrQ9UDQLfZzvXNwQ4M9D9f+1wnGa3e4/ljUf8cSUZETuxcN0UrcPRhx/wpb6cMRlmOE1T8jkGfK/vN/LygFzVc5HWgmG4qI/mvL7HAx56KEAJSS5TFpjmIOv2N2mFv/3+cTUOs5ILbcFrMcvbj/rwwnnZyCI/5GXuFj3XfVSDzQ8EFX2bTf3hv01rzzOV2E4kgUEYB8kijexMG1tFUXroXozN19XXULkwK5hAB87YUQFFUxgUA14vwbAjR7Xghr+J26/BB7Q3z+312hCO4XjDfaqFGG7/rfDsKfwv4XNRE04wbpjdeAV44d+5v50EqIqZvxHqP53eYvMJlBsXfX/PB+eaC/u+emVEIAAjBCUhoDP4ffMTvMrf+rZXlbF5DoDdawCP25s32BwEJcZfdFmGHPnT92nrDWwYxiRxQRAC9MkpSmwNeqC4fLMkILzBWXTs3FFQRghwZjGqEsxuxjGBR4Z/HVrlxv6FWUEZrS31FQWAQW8r+z51oInW2vEWK0xBEYK17oGXeiKibRn+uJ7zFxHyP9Ud+wFPcOEm198RZA8yl/Dd0qf4y38WLORhkBkNq4t0CIw++YHebW/7saL6Ophq4SVll3u82oz04G043rsugOdWYQZd1lDGSc23f0fu6HUcxHEQGIkk36dLYy6ocvxmT57GsLxcQFBCAlHu+yRaH2ffBjuLAGXJv8HyislqVUxlTdH5N6dO4WqI//f7wZ4l9feEN//hZJYK1dbYg7QakZOadZu6fVnjUUUovAxvW2q77Mt/rt37Wqv3M61vVRZgoo1Dh3+TAM5Rx+x+wwu/73QCvD2O5zxFgZe+2B1mslo9HXFq4rs9W66wjcGhHN1XZ1HfMyB1DMQhEBaIBoYxOVHIO6Vl24mIl4gUNQxKJruIAALEfZDDYWaDwUCOK68HFaMIBG6MM/74SCOyqKff5PRHvQcTIPYPmKXMrlE7mGVlotyz7wARmW28JIdDEW3kZ7267mbJQQgLFAc71tr64lZPPrymJ2/b8cjt5i/onlWmattfdrh2B8Im5fCmBQQjL6zNg/e/TkFeYbcq/n3paYmmV8gKZOjCb2sqGIACwE2hqM27vB3MjfmRiR1XzosJ+JaaGccAEBaEMyPVYBysHn87QtYjJsMPPucc3/j6UQ+I4GMaOnBxIPmfaC0eYHhkkfwi6L9fM9qW8Zu9OCuLsmicdBY+Gayt+9TYGUEIBrAUDN3fzmXm64F+gOKVF3+SNh4cW0OxuaAJNzPfrFb8sWbryX9fOTWkSKbf6tcuhQCMYFqJVxfMVX97pq3gN9p0Krv7ifTxZGorxzM4u/TCgiAKnFuPbuO9JQpG2vzsm4daFFzvtCM0b67jyY6Q/tUYuu4QICUJQs8o4kPfxdLJHD3pOm8O4AmoLFuM5N0c9UzITn/Pz/hlC8zp/xkyyBwjQLNY+sOn4kKR1GRZue/yn8dJJicZzM9lB3QBFHsG+I0Uv+et1eiSEOwd/mfoKjsKD+J5US+yahy3M79M7wQL4GtzmeZVdToBux8Un9NhbFH4zDBPHzlJ5A4aGzpjT3RuQ+cx7nkBfylmoy8zK3ebkY+pj7LSi5oIwn8Cnix8rkrRhHYpv5HzRxhDksIlMlNUbMW7d15/afvhhbn2svMduySzhFAJ7Nqx/FRNVfIEyk8iEcDnNf5T1SGoa57CT4IF8TbizAVJ5/NxKz9Ou/f/sLLgFP/VR/GS72vKDFE6kf89FX9PxoY9Sty4iVFmvJYtK5H8pEA91awuC+XsqmeXAbsaT+p69unU8TUX1mrquu/4sGU6n3wAZe8FqceV9ncPU6sUUdbjxb6xa7Et3Fz19H4Nendu06w15siuDccw7oZot+8z7jUln2Xx+VZf0+SrYoFAvo+gC1/gVofcbqS68Oh5zAXDsnmXCGAPycT3zamG2kWAJkubcFsImUOuKbn9SqYijKvrh4+ilprOvo23+WnY3a/BXGSsa8Q1HBUsvLvSgq6bP3k/n4WM4z+EkfoCisTxniCigUDjp9YRVunKeOb7TCqXazjqj//wSiPt/1vzOYz4AsoyMW9OUTw5ddlkFWo8Tlow3wG0AyOyJu2qPOqKJjcyajG5kkPfrPD51VqJ9M3OhH2v1reCiKRQM9OaRcKOOf0GOXLde+PzVR0vwXn2RxoHInCMBSNaqtuaG78U0VqFdw5S78Esh6rjOznmsXIvG6GlUhZghj2RpYb2j/2Wd+Kj4P8KPiqHaZ/yT5TfgcMnGTHEkvQOLtipz3VtnodZmAP4yFK0xg1lz17oRy+QBeXDnn9EAcDqj/aYnoqjcy/gI+/8n3juC6GylHNu0Wqu+7eifo8ggF8r9Sj+sbFTwQk6td2nj4cx0jwsH86EYCZjnPkOolQ7lw0Hbi0s+zxg3pO/jtWZsu5nbo8z+zUFxxAfhDi/eFDo7uPXhzjfcPKMS1A2ug4oYEr9WEGNsUM4W11CDsM7T/LFsPQrb3s4XgO+DHg9vejYXPOsufYSlC9FEjHlZAbxu/0Vi8Ziy8JTUJckdoQhgbWY5ixi5AL971V8JmlDF27zMSsZ3fOMNV+2p7dCQmShUEjkSPnG9xUqMdg37idjB2sLeRxx6PTnFDAbCArjBBZQfcaM+wmkWq9lhnKs61rpIk8ssIVNexGWXQX8duRfUA+YOVJ52kVGgk7T/bAaIB3p2uolBU/tOK59N1QtBSfuphd3EUs9WG7kaAMfT0do36nxwOdQMUE4A721ctucvmNtnhYBwgAK9KA5FfyDwgfBEr2b0IcUKM0ZVANzHaaEpnFEBizrfoj6FLDeu+s9CYvaEPKkGxlZdZAJZVzIKfLCqLfbjQUGzCS5jwx/0D+Y1ONE/z4jDLHvFDp9sXEHqulnie39ix5EcCMaPzh6T9Z+uKIwA2Y9+QigVjqg391boG5Hk3bsDdc+yg0pzOWB2M28BSqN/nJzMyFvkIS9lujEICsLkCUfAkdnRnp4btdoAABMoSE5UmNVzKSvjqY1tt89HbcbdDHsNs2IsyyM2dPwonfkUVsfBAq328w1Ci2IiDBaBSpUqb+P/l2OM+vXt/b/lJDngB/opE+MTdZ/43pxi0q7PsfQejnv88se/QOfzS9zC+vdwWjMAe+dGKDwkXUOm962wT9ODGA51ZNkmLCob2/8QkNRq/TeKkbyouSEXZ36x8SN2aYvwFwmdY6dMpY6YKcWO+XjmpBDDMyV1am1FEAHT9hb9fEjsEmODEX5n96/8zeWSjFlnm8wdDM4IMbi8NU2O4+FkBaUj49VzfJ8dbPEIQ+zyAESMfsmVwtLcstgzFBhwsAODtArLMw9jlPrAisZL9X4CbMWguTKqkjYPXH5l3d0evSOE7NztF4vv3Ih+eaSUaMUGIkL4Eofe2qMD8TeI/1xTPvNFBnPWpd3Iig/hRixYOi4Hqo8w3MIdU4ouTtPTDBbtsycYmYYdoIx5ntYuoy6CIAEwCmDrDiQDM5v6ozosG7YD6n65WS2NLvYLM6W5076rBJFRPANRTRel7AMQbD3jhlUu6gSskUvogNBXtp2rhC7UXjR9qJxwsADExMVwbkZAZu9zHNQRgAOoZcieNRrnMRn5tuGaywrtLPuvF9fo3s2vQSfj43Kdcax6VH2TGNGOuBl/zHtK9I9A4kqQH4zgRC18N5qwfnQc+0H7Ct9wvpqmxxNIH/KVrNKOO6fc/a7+gSTL2TurZfewvL0EWPyUE4D818u8kNTaJZQ9HwytX84UccbGc2IWlkz6pocg6xfhPZ+InFtT1hP6DE9Bgi2G3zicXw+QXjHcqeyMCA4TuSxzyyFzjKbbgRmsAv8oBOvM/LbqGXV6A++eNvjGyQGsv4rFNfqiuKPzW81t3e8Dn0Ay8Zdj1sCb3VlT/Y9fssmDIC7Ab0KLpi40qZmwyy96JR8kgPsvLI264ME9/0jL4WxZH4M6r3F20aq4H2p26z5tCCQEYAX4thxcANomR+eVZhgvmxB6OgcbCtyhj6pjU03+clnQWznBNeCHDysFHQFYPYhllyWv1uy/K/8i9GdvB4FU7jWQp7iQApmx6LJ1Osv0FuDSUuPPHDBU7Oqtkw9epGCw/+gfocyKx7JtIrAJJJMMXHcVvEMdLxHNGWP9drEW+EV83RADQkV8p6wvUN5zU0TIXmOuFEPHhOTb9+IQAVHxiyZmeghICUFlw6BMEgG0mmrRbjkvmxLCS1EYAACAASURBVD6j1Rh8wW/FYqkZpzzTeFVGScEdJW2aCppcFqZmoLaOZQ/Fcd84JoTrywx2uj/Fy4MbCYBX5qbfGQIwzwcIKcTVQh+hVz5ZmMUX+QUN5YeXhr9hsJtaFMgjDYO0DihcvW7f74VV378BwYRuf2Xhi0V+wU+ZpoUhFIYJnMMoaMHTZlRHlZvC5tmiViZie8lRQgDChD6/KADjrbVhdNGc2OMRJs77XyyHWmYlm6iPj0tD2+v7g7tmFodKEt/cNI8j+QCqz+dWJaMf9ZZcDqdYgBsJwF8luD9+39F6gCr8T4uuYesL8C6YHiQA/l89GCHE5kgSjej8FxPfnkvs4Q9mMk/7FxGzEKEf4L4jmcsh7DOu+LJsUhj0z6b73+SaiP/x2KTqMTE1Ju9GgZHGtCu6YFiQEeNrFDQ4S58PzrI+R1FGAPyETBaiALxrZUIkV82Jnd4eqs5br906MNofxW+Zdcpa5Ds/UBzNFA5DrgH+f9GgJ3/luwMZqdsBxWYcLAClTGPdlZMHA/kNuQ+dsQi8gdHqI1J/p2VIMJ8PMfJv0Q+g0k72B7SUHb8W7TJaIWg+6dm/mOsPf5kF4BMfqPTiQOx/YEzXOw7Thovhr7So+JPkqYvAglhKVaV/3RnuHrrfISghAAloSn6IAtBGagJjAS6bEztjqq9QVZkuD3M/mqCrh4rXz33Qskrd/kvKZR41m2KdP3xbTni3QzA08217WIocx5uB2jxtI2FzFJhhyfpLKy4AaUUlqQw+QdE0El0/vzdCuk2f+XoUVDP6YbrshC/wBu+EFfRq98bEEiJYfr0OQG1hbYxr/70QYlymfQNFoH39lytXtvVWw/cXyaxxGMwPgHSX8Zd0EK8yAe5utO8AlBCAfvAiMbMFATjmnVvkg2xw4ZzYV6bWyBdZdtjh3I8UuV0E4R9dZtmLH4ahqDkLGf+2VfEtR33z70ExB4VGACQcNFSxvEl883FWtNwit1oAxYVoCE4QgF9RxDjFmVaEmHakhQJD+H7P82lqaDMFWlvDz7tvrEKmLplqSxAnv94JbhTcmtjzce1/CCQR24jheAEx1+IfDKoZ++7HEG1+K/4XykuLfCBqihwlBGA/UPGaKABXYpDZVMxMXpac2Dx3m3KvhB9JaNrSRB4ZU9xcOf29pbYZ0FKyoswawO4QhE48y3V2H3xTGEE2TUV/7gftdNIMO0EAxsqS+U0k1sgP/OGnb/SXAu3kJxxDPr65vvLzyp+vssvQItMFPyFTPInDvw2DFjIDoqlQG6IsN+MOmqEv9MUg85/3f6gqLcbAcrvBlx5FHMF6AGFTdgPbD33A9YGaWXeRlyQntp7tHcO430qnHbkfSXEgigjAzQiU1C9dptZDxDVbrn+qAlD9nFMEoBtWSUqr0ZWkW8yDsG/4Vv6PRJBPZCRgjWE7o3xmL64dxY2zYqrJ0j1co2+wrTvKwOAGv1HlnSnebk5cQqRkuPBEo34JHLfsjSIC8KKlZP6zmpkT5Zl5SXJiS3gmsYm7MH94/3c2ielFk6+6d55RN0IRAZgAP+PY7VaIjb7wqWNV8F/kDAHoIp2lYb8lwXtKYXM7IH7AlGEVGRRHSKYmdiny6j0j00cgRm6Jv1CNYkPK8349TJVzbLrRuvm5jwrxov0mmxwN8Y+kW+yDWZY8cLw0Xdc3Vtufv8woFAxuQ4LY/EcvtTYjzEuSE9sk59oJ7m0RczPYK6Piua1iE+h8pRIoIgClZDE4m6OYjbf4vQDQwgkCMEaWHnsyRhMv9TTdMj63EYKnPEvInB4rvQkKkGhu7Lk+xFIiqEuSuOP2slFNGGZ8Gsv+EoiEgij1egE18nTYJOw9j/jqiBPSiB+vTFIHVPl408YPy8LCTEiTUNfQ3CQXQ5aEfRTFwkGnbBjdqUmHt9Za74/9kuTENsVvoQjo+umiSRWB5nO4F8U3vw/3sqzK/USKrSgiAAEYISmNkccPtIYHnUmLq7gAbEOisfuWkYht7FXk5zZ1B+dP/nTrC5atg92ZTnlYG0zzhVv7kmAMcVzPRjWOXOHuIMHG03fcUz7/17Ug4uBCPN3q8W/4MZS+XQOoPumLaY3VKFIYEUL3MXYNaxEPozBEfOIX7ZFIHeizooAA3Pn1V8vid2SDu+bEzpWjAXhNGO9uzsO9J10P6tj0Pa0gMbnLwvM1PWpVbvEBjQlnKwoJgDQPeQuE2H6XlUFOEICUOEkn+kvEpbBPECA9oDTkHbKMvZN7lxPt+Uv+wbKXRnuhL8ueKgxNi47I14BBsTCu/X9eG/BPSmcvzIlCDJksu4WwjBfvB/HneQ2/G4hr3w9s0WLweotnRvd4oSFvTbS7EoJPWvWlX3IUEICnDD62y4XcMyd2rugqoJd+rWoBMETcXKhSZ+5OGVhXQHSSGfwsu0MoZqHQFFCoceHrYZhdEno+unr1keVn2fgCrIHPVnFzqw+frSsGScbd9zTesln+zSWEauoNpvXvQhX/PQCLb8Wh6mm2DScmR7gxQeMXbB8UjMN+svtuHZQnywiFsY9ln/00+Y13Vt1nd6KE1U+8ixs7FGnRLAaIt2yywFNQYgqoAIba50JOy4mdcT1HF99Tv2z5x/pk9xtRQN+zSSkkSQ7wLipkY/I8nUGFz/Ye+qGnFuUtDYdEkaGIAIwFmuv/lLqWkBlTKoutPaDhUA+9wP28MFQtBPZ8U5+rlPC+3MJvMoOCVQQnyZBd+g/XIKozanIVvgROsklcl24Me4jxO9FHtBB6WBTE1XEiGhnqvq6uLWm37o7ifTBip9JgoCZRQgAmIsFuVi0W5MQ2gVX1P2NlQ24U69t65YzaMZFl3jyQafez9+NIDYsaY6ZBfxZ6wpDl4mckxkB0gGGf58dBkyeshGae8HqcLIZ6ZkUfomSDIgJwLQCoKQzn9tbmBq52mRG1ClsFQDdNw/WlK3Mdd800vgqe81Ib3HqS/GVLAHOhGRMHpuLATsTMZ6K+Qa8GxodYBkXjelIEaqp8H/TFeCGmEGE9nyD1fpgQaogwDpFWjHWMpP+96ecT1Ac4G5QQgGd1TZjwOwVr6v+FioAqOtI48mgrG3gc5zrt+Rs15V6JiN+te6iyOKLfHI6pPYzBfoaZThTwINwYNOVGjCSACsVylHEE+4b4ceev1+0VEkpZ9a2d72gBts+BnuweTCx+eugn1KfDX/w+O/NIRwPsf97MgkhU+4sc0oSBoUGfA/QmP8vgW7L+2wironGK7az/O6SH42L6rgn1GdTnDUivdITGqWlkX3IUsQJ62hvVt1x3ARG2ov6fi0T80oesrj1X7WNO3Do0PgiFrxp3/xuKCjvJNzvSEF4mkmKbQX4YrtcO68YYxwOLZC+UgY+l0YO+t9ATgiJHoWigW0sY+g+ltpo6QCHssQiWeu7QOaO5v+4NoNbCHbN7JAItpHHKB6JPHSHB+xv4ohdUzD7h8y3ACvKzD/zJ7g8xgvHWpUUaDEjr4kMhfy+YkkPerKtBYOYsqxQ7ooQAdO7cOZosBeWPEXH4HbPD8vqfUhKNSbSSqQheXZY35rhWGZUN9T+tFNqI01sZQxBl1VC1FI7pN1thQ19jl34p+pg6vg7WGQsZeXHC1EEU81AqHHT6wioaQB3faIX1i0V2wBFWEIvziNLGNDpi/DQjCosQya99D8aCfxCg9+PcDGwnP+fz67/scnRDIPsFSutPbAwGCRNWrBwqGgF1p/FPHIkSAoDMOPyO2WF5/Z+HEsSw4aK3agd7NRyk93avMBbody9BEYMdTnod63K1d4QhwucgzEqAYZFhrOnrReGGpNQm92jSlOxRMB/AiyvnnJ7JxyFmcNsCwQQWrv+qHzSfGT68jqg+eJ/fnIEhbCT8VEIEjI8AMmdE4j+3T2fZ2RgRiJ0BxlocAfUc3mA/4xMvtNwo6VOdWf/lemP+SYpdUEIAKmXG4XfMDsvrf2nw+erGoSdLJl/aksIGo6VOPemvb1/maIfm8S1K6Bdyv0cx5NN3EdOLYJep430hjYra26wkZJRscKOEMPbAEQLwlz+a8u3yg1EMvtR/egylSogmon8i3/PSqC208bryfNg3rv2vE4JXL7Kt8VUL+AjLAoRtwGr99ha1xuBZrPuuNN95LLPWBaaSXyKU8gR2Als7ZCEUr1p2jetidJPSvH3DdSGieEZeiAEQ0zVqSXZ6XV5csOI5U4saXHqe5pEkTVqABMF18a9lH365x2jsUwBS/6/G+NmKe1JElBOAO9tXLbnLOrn1coAAcNW3r77Psozx0nfRryJfGATDOK7Nfy8aPfE5KSxFFILv8P6/+6Pg/Ypa1T8a6PBCPE1XEMWN1x5iCB3/tAngX+P1VuHcsdT3xY68xALQJsvUEyQpqgXSd43v3nXUlhemr2DMcecHvtaFC9komukb3Rvy9JY1sc+aB92txXChU/93JNR6W6It3nyXSbeiMP/gkR/rH7Kd8CYJPPVTSSeEKBailABsrkCiPSWxozs71aTFAQLwFRKNS8L90U3cSg9HPoiB4HapVIjoxq/9bvbB6paoF8EvD1/rrRbm+dFUbNR140CyDOj5Tx9dbluw4Pk59u5XoWhOLZ/th9sIQMZN02R/xs21WYhHK9kheuOM2Ozi7vwhZJxJV6n5Tk4keIewDrwTJMc9hEmPrgTr8rV84438437a/lVb7j2B9wTyna4MV/OBr569xj1dr7EDuAetJrb03yLBOJc8zUSMVIr5KCMAuv5CPUvi+rSY4MRRgAMEoKH0N3iZCdDPT/ZBDL4Xtz8G4gvgAHu8vxrD2f9CgAZ8d+ZyVYQMnLn7bB6U+ZX8Vo63gDxtZBzOcf9njAZUzUYNrsSg8InTkXYKLEAhOFwAbq54u1Wn920PWnPRVH/e0gXlTPV/BlehJqxcPbU0MMi0ccYl5OF35OU7M/dU3nypCkSDT10QI8kx8SKAsTKE56EqwpfxHv1kFANVYt1iDNTTuTchoxXCVvH3/KUQygrOjOml0Fv/tL97wTrbU4qAMgIwCWDqDCcCMJsbCNgWDdomHCAAAZB6QJbFIXHrtEaFxuL2FuIHwRQJ5zr7H+rYJK47Hzz4ux2r+viiAG/DdroYkK9py+JAEApLL16F94Ucw529hRSPVEH0lW0IlYeVptiAowVgVagwyPvA1gtdD7G7ACyGeiY/wtQt883OgKeIMCJtxxv+fIkmpHBN7av3K+8gGjrwfAOrl7d1u99u07jHAuIiergt8Z4P6MKny56PCH2+pTuJ+jBBSQFoeZlspM3zcRUXO3dFEQH4T438O8WUeIej4eU8w0b7C8BT+EuLLWGw2p8GRvjl6r7ywUg+jlfUwHP8+m+95sLLq+omhlhJ/jCOlMOGnkGw7v6KgS27jt9PRgLxZATwKzT6UP7PG6ERW0s/AKfYjoMFYI6hof4o94NzJnUjma+Jb5IJi64hq//X/fG1fvtXrcp0rKjpqEo04nsUfMo+iBUyEgxAJ/3uXQg+z56b2blhmwn/uxdnJ4OcZ8d/PyE4F6REYYPh4xMarX5ONRzeLd59f0AMMIzOh9qEIgIwQpjYFpJiJzEYZudbmo/9BSBDo5JGWa5ntFzTDeV6/e3Xr59eBuhXA6WvneFbe379lz06pUPDLh+ckZx5asvGP9NIdLnBgUKLUfkAewHB3NtXHTUMeWDuhWPXTCf+Al86HCsAt4KAmOHzhnMtle8Fm6/2tJZVIXAlyOr/GHQwFkbz6atN3DMWPbg6mFERbe/UR3XSK1nKeBlTX3dA4XZCvnYEo5qFrfH5n9fuzjE/2jaUlZS6YI64dbm7sHpWYoOpsyjmo4gAVEZtfo9gFtnMiZmpbBKA2x83SMhfadQR+adF8D9jISVYmnd3tdiUR7UKQpyYypG0/4ff696s1zzTCXoHccc3nLtx9eh88Fo+DN1ZogLtjH3+KRiwVvriUmzDsQIwFqhNkqHerwsMsP1yv9lVAArjD2PhGuNvOmDdn/6o/GsGeyYUPojm6uy9YQwWGnc/KQWo26za8UUdFVTfmLxCNqQv4UOberX8K/tj3sN4SWmlRKRur5wyfu6RrGdQLEMRAQgTuqyiAIyXm44pii0C8InYnDOdH0g/HkEi/OtZgfLSfc+H+4oTAIV+Ej4h9v+NhY+0PfeezvLOZXA7hdifyaOhVqlPsOx3aNvTOFY/hDLL0MvqL0HJhGMFoCnUQqCCU2pUtcP18tpRAJLhK134LZ5dSIUjBYCw6pX8uSqb2GtQQ29oF0j2PizKt+IkOU0+BB43/1HucJoY0bRDDQ1UM7I1CxkM6b1206SmdkcRAfATVmpEAXgXvna+pflYLwC614GWP5y9unukP4pJLY/Pe6kNlq3X82X+dT4cGyRKQB2S2J1r/6uEIHTQqp/n8AF/vJtlsopdDX9oP+VH0hmthQhyn2HoFOOkz01EDcFUK78EJQuOFYAEwxRGeQTa4XrN7CgAVyCLSVQ7W3OaZzP4Rr7sq/wytLrFMenOMSj/W5/8XFvecSvbC7XMfpInZRGzhtTzu2PUmJLdUW9jpqS0SZZYimIPFBGABDTl9wgC0Abxdr6l+VgvAB8YgrJdKo/q0mn/KQgW3WLOJKJBJmu6TX4oMGPvqd8nRSJ0H2n/awej4z2WXR8MaOCtBrrI/LoS8fUkBkUnffPde9zYmh9rL0Wfw4jSm12cRXwk6NDXbjhWANRC7ASWzJXbw0V+br1FNp1vzQiAcPWPw7dYNmXX8s83yhOwPPZVkZc6hR/KPsmbJSVqtvRDCX03ar2GyS6Q9CK8JilNEnJwUOyIIgLQD14kerIgAMe8De6tymO1AFz2VRmimN6Jk06CsroeQKsfzlze8aY3ymbK0XTUH28I0zyPOyDPtgg0rY0uOj4+dotDjxIxcmYw6koiJJ1GnnR2YxFhzFBgMG91twcl2ZqGIcBqFBBWVCh2wbECAEOMj35ODAFnJNMagCS3S7ZrADnzvcwPa4Is+XdOnFJ7/2soTMt2euyayte4VPa8gNRJkmIXFBGA/UDFa6IAXIkBtmU9RCGsFoAJ6Gos/Iii0n26j8XVAdXrmQ306xoXCDJawBtNdyLyMVf9fTGD++gQ4//0dCzv8CiyDm24/9N2jOncceSWlEv8ID0tHPsPe2Oi0F2rA/jksGpGsRAPFoBMVkBWWRZMlfkPbDU71NBk9DcWksNxJpvjuqKFYZgyEhWcGkr4pUQZRzCujxw2ZTew/dAHkZDnTVQWqwWgjDQwYUYk/pXtvfVxwyIxNcZlWQI7yDf3IjsY1Hsxkp/EbYfX+Y9q4Uf2iMbrnOGYr8QdAs+E1ZL3UObJag3KLb/47GIfQOvEhDovHx4sANf9hcwUhN+0qiRTJ+TGCINlJuEgKpt5Xn1ZCLcuYkLUrFzKg87C7GfaeHhnzkZJsRllBOBFS4nrYrUcLX8di5UCcHK+FvMk7mtNzYxAOFEyaUniP3/CNiEuvXc13rfE/dNIPFvjGthPslgtF1CA/HhaArVv/hYn/void1nzDSjZ4MECwC6C+iN+NUu33A/vWHXB9zFWUtpg9iotyYht5B3TuR8Je4ORb8ahy0nzSkCbXcAiivUoFQxuQ4LYfkUvdeYwzioB+F0MVNLEYP7QUfCIzJWOWKPf5Nr/RAwVYjus04+UPyECsVUyp38eYcbIcuwStOB/ni2A4HE7Z9UJUwGtnZ5T4eXCTQXg7l2r6kGm+v8+iQW0as3UMsAb1r2WP8uiPwzFRDPPK2dI/U4YbXB0zMqp6mLLUczsBWaK+SgWDjplw+hOTTq8tfap6d0KYY0AfKBCnr4BaBkIH32k/qpmWjs0FUL4sIL/11foxX2yiaSLF5d0x2E66edL0miUN2YUIEGvlglbN1uJL0Fei1xtKLnjpgIAIU+LpWSu/7lGA82NF6GShdlbgbJmPSfaGlO/czTAD9kfqtv6eoXY0p3XpGZ/CMVqlBCAO7/+et3ON7EWKwRgPtTvJbOt8cX9gVAL7flNtY954dh66fOb8vEfpuNtrskfyVv2Cx9XIXJwXmoW+yOCDdZ4YyRhbw8MqxJTosWXNAqcvXG0AATECQQAcQbscWG7CACbvnNct44jN2ebDyBXZqKA/uVOacSbMJjFItQ1Fs5rvZw4LezZKCEATxmXCWBsuQCc9WJIr/tbxCezU5GHz9D4Jtqbd/J88UAh/k8trp9zGCH32J/QgP/4d4Q8J+4tdY1n6LogfBO/9bA/vPZa+LAUi3G0AJjEHhe2jwDYTEptFBSGw+fqIN9Vc097lAeGQUdGU5npA0VJFJkCKqDv8Tody1+A3uhHfmSURcc0XT0yZcOuYjQ5+MxIuealJpZBQvu/E8FPyKxQi/QHWi15U27H88agXaQRddnk1kDV6asWDwyH3/emr0qxI1QAbOROLaDmlC8/auWFAqYDippkCXzFaZ8XvZDnmr2fimImigjARCRY42TiACx+AVJDxASkJ4NR98R2lGUfjmHwWS5nGRiGxHti+385BiQm/IU8aHylC7qw7MEEVOeG3vtUPpekp2TMjRBaifrHsrkoxY44VgAszuJlLq4jAGzKdCHaiWaARdlgRoBp98sT9sriIgigy7tOQxEBeFbXVdI2WPwCnEKCuHUoH1SVVWjmB/UcU0fu7Rfv7Vt0iMyaWneuJBK+4tv/jdF4JZU9Pal2rAbaRt54pSGDKjfZtIUBqDD9T9mVnv04qlu/D2jzrwhukxJSjgsJAMs+XffOgNFLbll41rwAElmR+1fSgoEDxc4oYwX0tDeqb7nu5ITwBItfgD1GG807w/15d99Gf5o47kE7cXSv6q8f7OjWNvHmytxnBScPLg40up/8hkYyD+A94Tk7zlvYrrLf+u9EsQUqAE7j5uSK/ohqsZKmdHEiighA586do0mLlz9GxM63NB+LX4CjKGMsJG/zxgqTBk13iiPo3eMvkv8c4YMaQnS3azW51j9vFKP3f1iQ9rAyvAZsP3vy+0ZAXj/AL8GoB5ovTV2W4nDcVADGjTNzGUqOSwkAwQU6hZ6NIgLggEUwK7H4BXjspb1vLP2NWJNH6eqhrBi06kS8EOvuSgxiFt5jk8LgjfARc3ens7qmSBDf2i3BGDetJG/Y//XzlJPvBXNj4XUWfxmKHXBTAbASlxMAipNRRAAqZcbOtzQfy1+AJvjQWOiHN00e9C3yGVIEnA7EXpbNqILa9wT7n6tVUYd0dL5HpGG1d6dGe5a7NLNYKF6rBIQ/yHJZiuOhAmAhx6a2b9j+vX9sucQT2u93GRTzBHYNLH8BdiLQUNm3qb3OmzyopjQb9nskZfbXiLuvt/+8k5+PHFENi40HDcDQPyRZAu8UQPbhUCgOhAqARVxqIw7i21y27gIvPn/FD5pib1t5OsXOUAHIjV6IEtNVrPGXWewbua/ylWR1ucQE6ThJWKFv/4nbYwOWvaXyTzYedARxncAY7eZWAeUsfTKKHaACYAl/RiFw0Nod370RiChTthC58kccJx4BDODzkU0PQrETVABy40VTMK1WHtj/ZW1goOmxa5Ih8R9PBO48Vvk8NbT/7EOt9jl7ANUkx+i8mCAkSu4SCA21hnACVAAs4EpeNBWsPW81QbTZbr9Gtvqg3JqHbOq+7ioMtuVJKHbC8QJwc8XbrTq9b3rqRHGseQHSp/oLo9482aXj+588o1EsLp9CcaH9f3GZTO3H4z92BxpKDwrjLljrnHFMUAXIlE2MogRUACygMxrrk6GmNSLOjBbyXzCGiN2czX6ghm8ugMMFYFUo33h6fWDn21iHdS/AzfntqtXovOxRdvsvIUoyNHimVaUeR0mu/W88vTz31SP6HE3AWfYopwlGnjBq3vqzwVrxzNpQpbEUxaECYD7nGT9jzIarfozFvbou6GB4UdYgnEaAcz6OFoA5BtNPl5jzc4wZnK4g/jCW1qIG+4Dxi0CVKMA7NgRQqVXP2JRgSF4Y/vfCxGmBOkJggDwGl2OKklABMJ85smzePWDSIz4H7qi9JdNGr9AhgAvgYAG4FQTEDJ83PAbwvWDnG1mDg+ygJ6CBoWfzoiQ+JxmPUFGLmltSWPbfkVqEZ7BsH/QxnPC3GvlKAe8/XJQPhchS8GGYnUuDYk+oAJhPf1mTvUgIk2gB36KppLQMbW14Fop9cLAAjAVqE0eq+3UlNo9OxEECcD8Co0UFSOuGoilskj/8AzFGyLL0tABIFNHz3vrsAOyzIPg//Arw+5O9XQWNuDFEKXhZGkuFYg+oAJhPe0jj065DOwvP/1CWP/IvlLfhWSj2wcEC0BRqwfn1lFq+UOokHOUJ+asGLU+TjT9rI+AoWf/1BzoI+561RDzjf51kfGdG8tOeFxOh2sumJQIh69mbkdiUVh/mRxil2BMqAObzBuZLSvMx0MLzp2KSpHQcJW14Fop9cLAAJBgMJMsj0M43sgaHucJvCwHKdmxXDMh/iLf/2Q0kbknnRgQbSyLs7Gt80tP5GgS0HTW8gQa8e/EJEka35if9UCjAmDqQoixUAMxnoWzSpg0WWnj+V+gqKf2ExjY8C8U+OFgA1IYq08GJEYCMOC4Wyo1BwWRdN2LcA8H+83v4AaHVqnKfljjNDZd5G9AjjfjYcMKaAMv+XUC/Qq6a4qDHouQCFQDzuaHVnDQUTmi8buRwrCnOIkziMNmDT4dEcS4OFgCHJcW2EkcGw0rZ/90Ph9L1/r9zMPRjPuN2qU/JQjCKCgddXf3xpz9uQ02h9OidSL79f5U6xjsLKgAWMATlHoubj8takeavBowdnSSN9j9bnoViF6gA2BvR//djjGLZawcOCNGjz8qMPPfpBYBlM46sXxuEe45+KEp2UAGwgIclUFrIePR3aSRm6xeTLXtU6u/EzYuF8JYtj0KxD1QA7Iw+/sO3aCX5dDPqSUoXEZlhLN1AAI2O6DSoAFjChZJQNZrx5YxGKpS6YNmpZ76cSGl1awAAIABJREFUPHXFODBvki7R88V5+HyoFGdDBcC+GOL/3FD5Sfr1vTBVelQR7DAWPqUx2p0IFQCLeDzGh5+09BnzOPeDJeypJqx1lVFDVa5l7QCgheUDCIr9oQJgVwztP8s2k+QOOKKRx5H+ABUN3Z+bkdjo0Gei5AQVAAt5sHrcgHGrLUxe8aEK4T2mTGrtC79afsQHvsoPdNTrElABsJ5T7zWrUKv3D6nGTyTtP3vMC3PFzTMFMVJ25rN4dBBTB9+uIg8SR1EWKgAK8BlUk3n7n5vdod12cOOea7mdQVEIhwtAQJwAN+iLM2DnW5qPHV+ABz1Vgglnwlb9R9L2n2WXMOhAcsk8/CQEtVPkJx8NQqmfuEMfLc6P+NssxWlQAXA8/2qZb/TbYxCTnNOxFGVxuACYxM63NB/7vQBXisNnwPoje2eXhGqe8JG8/WfZb/2BArVKa4GOTzOffrwo4JdY1BgMjuIcqAA4nu4Sn+GMqhbHkKM4ECoA1vG8AqJqVKrc58sb6TNUqk3ko8ztP8teG0LM/DUNt5m4QMpnFbl96lfW0LlQp0IFwOG8CGQuGkvrZYmRKE7GwQJw0zR2vqX5ZHkB0n+f0KPb6K0ppg/Pni56LdMMuj8Lscmm2n+OjLN7j2Vr7fDwxOln2e2jKAQVAIdzVJr6jn2m0mZkeyhFaTw8JeS2RKEZL7Daosuk9eFN2lpU9eJ+Fvm3EpaYbv8pLg8VAIeTKRdeBO4o/wyUbPBsAfiAQaHxK1a9VwoYbMlUzGCu3a96lmX/14Nkiwwei1a0/XdTqAA4nIOoIilleDEWj7cpDsOjBeArqGfyRpy6pb54N8vBj78b3WvYvEtZr7IdKuRJZh91NCxqFKTtv5tCBcDh3FX7PDGWDqGQ8o9AyQ5PFoAb/liu396hUR2VH/rivUC+bWe6ZInUVh0M+rD3i3N7/SsJnpEm2v/k/T/+fNqeD09xAFQAHE8dzDMWetMYQK6EJwvA22hvLIxCR9mRd2sBdWcsn9vJD5EHhI/+fbd24eINZ924wngDHXV1gbgfUtmFiODa//DM7f+ZbsTjEYXn0vGuS0MFwPFsQuhZ/fYWlfcFJzwCJRs8WQASpKncrzIBzyUHptZFwX3CjmYIO8f9fD5II/T1/XsgFoj4DqhG8nudB58IYJP8Rku9oarUtlleoDwN9ezKUAFQgNcQe1jYWutPswC4FB4sAMnwldqjFcMJSWk2YvXu6ult0YBlH1WFtt+2c6fWtWWAgohDNILvCZfhiEIx2X0WA69f4X5mbC6KOOrp68JQAVCAp3Wh6rz22OGlrwADqOOLK+HBAnAFMdJdtbHHWEiNwHZD4WEE9rItUPi4UNwRwPX5iR3QLKFI2v/NYNIk1zrphS/0J1dHC7t+BYpdoQKgBClvewvD53BL00hSHIsHC0CmEUBx6QjgV5SW7BqPt35CxAV9cRVXkbu1B+aQ05OIIehkVo3dkhNewxuG7Zuhsl0U14IKgDJc/qh56YrtFj100u0p2eDBAsAWxgFj4ZrKX7IGMBvDJWftwCu1DV16jhDA5zuu3Y8bNKO/lriEXWZ98bVx/0Mv7S1jaQr62+35KfaGCgDFk/FkARgjNfwZgw6S4ybgfUnpH5RQ+0jiuU0Fg6pAYTGhO/qyL1SQBPzZhjqSs5MyrQ9QXAkqABRPxpMF4Lo/Y/jyO7WqJMlxs0hGXwO7UAEVJeV0NTScBrxaJoSPCF3wNvsTIMlwvcyQBYHwGAH2enyK3aECQPFkPFkA2C+hmcWv3eq+9sNE6XFbUFlSmoLWJKdv6qk9/wiJ8PJIQ5tGHmdTCyGP5Phv0VlSuoMIO38Liv2gAkDxZDxaANjpDBImrl47rSwwUBai8EUw9hkKz/JhCQqf6RXCtfbezfewbLJa04MxCIBmcXoPYKbk7AMoISn9IhMTimtBBYDiyXi2ALBbiguNeEzm38JUFDOkPe2Laqnh0ABFapdSAwNSfkTlAigeBKiqfHT2PUZdBoiTegKnR+B/xlJXE2GGKK4CFQCKJ+PhAsCm//Z2lw4jNmUN5FMBpU7yWw97IOAYW5lr+Mks/93p/mhdAbVR+3A4UY4SndqTSBDB/8rOfgdVDFf8TeVDfYFdFyoAFE/G0wUgW66UgqbDkm1rhkUgcGv6bAYYIkT1+Ytr8GO91T9FoFEz/SxQ/H/ykx/Fo6UYAPH3MEy13/NT7A0VAIonQwUgOx4P0Qqte4Njc6P4De+JJJ31xRrABFTh4z/vau8PaIvIjH54joUjZt5F3fN9fdXoSBMguTBUACieDBWA7LnyWY9XO75z+H59EgFucgNuEBDSf1h9DbRoC199/Of7N3R7USvLueerkIy/3D+vd2n778pQAaB4MlQAciOlDvL3xwCWPVqNHwd49foIhWTx/4+ijPHwk8s/mr+D26db91oU45M45rxdnpviKKgAUDwZKgC5MQ2xV0cLgd9Ox6DO+ofsXq5rX1CybLwZjfWbG8rwIhE0kc8En277A1McjPsJwNPLpw4fu/DYqnOpAFDkUAHIlpsL2teo3eOrQOxmx+JD/qMTGq+rJJMkUEgS1HYwJgkbaW8Akd3eHlwBKPqviStSXA/3EoCbC5rHiR4o+Zt8dsXi86kAUORQAciGtMn+oolPMZadj57Cpx0wj00KQP4CWGU48rIf84+wNRB+8/kcw4cqIPaGHR+b4jDcSQAeDNdIXdChHXjHwitQAaDIoQJgmuRXwbRasX/3/HzAMPYMQvk5Ha7z3zMpAlj+NUKOiUc+qYouwtZ6+OnDiz6ri1Z2fXCKg3AjAfivEGn1fYvVa9a2+Ssl+P5JIQuTTlMBoMihAmCabsi7l9/oDS98/LgUKs76LY3E+azBtf9RT3SdEbSMN+85UAqF7grnlMICw/m3gqXOwBSXxX0EIKUkED35L/3Cku7Ex0WBEskWXYMKAEUOFQCTbEeQmB5mKPqrNEI6o4C3Ur6DN9RYxrLPuwKxfd4ZWgEoJRr6HEdUqvEKb+Mt+z46xSG4jwAsAFrI86mkvAnMtegaVAAocqgAmKQ+Zotb89A8EEygMOnqVxNg8Cb5XPdNAv9R8BR9ooAl6C65wu+obr/HpjgM9xGAWojO3N3XVbewllEBoMihAmCK+xrvR+LmRYa3uohupl8T9vpQbwB05Mtpc7enGE76AOMklziPePs8MsWhuI8AhEvyjOqZa2GocSoAFDlUAExxWJL/JRYBwLhk9v6UkqT9r/xfdifNwxBJKUnqHUZxWdxHAHwxJstnX8PXomtQAaDIcUMBUMAR5lc00G8e40cAfIrfgz4kvMM/pk7I+L5TsQAELzKO0b9Ee6uekKIs7iMAxUhSokwMQRGLrkEFgCLHzQRAIUeYo0jUb04CSRkwcefJPW+qoI4DOpk4/u/S4vxQzCbxE11FaZZ4isviPgIwAvgu00eH/UxMC+UEFQCKHLcSAMUcYZ4HMHpxaY5Yw/2CD44GE/A8y+G/+qPQZyfvvwF/qBYKH81BbNbjKK6H+wjAeV9oxlyXfPBgpj+0Ry26BhUAihx3EgAFHWG6GubzK4NhMHBo7XgtKj/n2vUwZJkDOh+KviQ00MMEFGY0O7kt3Rw1s8GyJ6M4B/cRAHYRN/bV1Bgxb93Wndt/+mJsfTIjOTv306RQAaDIcSMBUNIR5qRG9aOw1RDE8YtN4uP/s+8iDrsyH9werwmGQafywwfx544tqgTGwjeT4iTcSADY1eGQE7jcwitQAaDIcSMBUNQRZhY0H/ABP/tz79lWffvPNkABZB50X2H89HF/rulzhMXS/r+b4E4CwN6fmihp/otPumvpBagAUOS4kQAo6wgzmUG+/rNndCEzTf/Tt//H1V5qn6eZjvwSHYyF/dURWOq1ZZaNSyjOw60EgOPSz7PGDek7+O1Zmy5acTYVAIocNxIAhR1hdpQT+llBQFOx/X9eFVWzBnnTx4oW2IomFj0Rxbm4mwDYBhUAihw3EgDFHWH+/mTkuC/+O0QCAfHt/416yO/NZInxNgTzJKU9qG3RE1GcCxUAiifjRgLgLEeYjzkBaPbbkU3DAhAeiOFZ9k/HaElpBTpafAeK83AvAUg7tP4P6cT/uaQki86nAkCR40YC4CRHmKQICMFAwYQDXdKyHLATJSTpwTrgU0vvQHEi7iQAunlhpBq+ZjRDqAfLXjcqABQ5biQAznGEIeu/yZPEaKARC3RZj0iLwTfGw9XelvsnU5yHGwnAncai+Y/3D/qPqABQbMONBMApjjCi/c+LjUNaNuv3rekAREsR/Je4eT0BIy27AcW5uJEAdOd6/5UHdI8B9E4qOQvABJigliKPSnEX3EkAnOAIo7f/zBFdVwTwuYB16/KjMrUAdSvcRwD2AtG/cD9TZjAIFz1PchSAsaYEoK0iz0pxF9xKABR3hDGr/efGB32BsLaDOnN9s1csfiSKU3EfAegF/CpsfWZoxy2dAhqBOXZ+Kop7414CwCrrCGNm+8+xsQIvSfGLsq4RU1wa9xGAqqij32wGMSAJFQCKbbidAFjAxg5ZCEVj8883v/3nOPf956stM8mjuALuIwAhxizT571RgTdHoAJAsY2XWQDamZoDrWH26Ra1/xQ3xX0EIFCScnQiwC9/UQGg2IabCYBFjjB3163NTFPMMvdWtP33CNxHAIoa09SxT2MQfpOlAkCxFbcSANsdYcx/AWj77xm4jwD0ArPFUPgBaJJGBYBiK+4kAHZwhDH7BaDtv4fgPgKwHfAyVHy2PdDtORUAio24kwBY6ghjAnNfANr+ewruIwBsW67vU+ZN0fXxYSkgYVZpKgAUm3AjAbDYEcYEZr4AtP33GNxIAB40IMNfH7F0v5YwHLboElQAKHLcSACUc4Sh7b/n4EYCwKYtKmUUADZ5TCgVAIqNuJEAKOYIQ9t/D8KdBIDj3w0rjIVnSwe9mmDR6VQAKHLcSACUcoSh7b8n4WYCYCNUAChy3EgAFHKEoe2/R0EFgOLJuJEAKOMIQ9t/z8JNBeDu3RRrTqMCQJHjRgKgiCMMbf89DDcVAGC9NadRAaDIcSMBUMIRhrb/ngYVAIon40YCoIAjDG3/PQ4qABRPxp0EwOGOMLT99zyoAFA8GXcSAEc7wtD23wOhAkDxZNxKAFiHOsLQ9t8ToQJA8WTcTQBsJIcXgLb/HgkVAIonQwVAhLb/nombCsC4cSesOY0KAEUOFQAB2v57KG4qAFZCBYAihwoAD23/PRUqABRPhgoAgbb/HgsVAIonQwWApe2/J0MFgOLJUAGg7b9HQwWA4slQAaDtv0dDBYDiyVABoO2/R0MFgOLJeLwA0Pbfs6ECQPFkPF0AaPvv4VABoHgyHi4AtP33dKgAUDwZzxYA2v57PFQAKJ6MRwsAbf8pVAAonownCwBt/ylUACgejQcLAG3/KVQAKJ6N5woAbf8pLBUAimfjsQJA238KgQoAxZPxVAGg7T+FhwoAxZPxUAGg7T9FgAoAxZPxTAGg7T9FhAoAxZPxSAGg7T9FDxUAiifjiQJA23+KASoAFE/GAwWAtv8UI1QAKJ6M5wkAbf8pEqgAOJlHcxsVCC/R82dnP4eH4nECMJq2/xQJVACcy6oICNQ45+xH8Ug8TgD80TLF2U9BcR2oADiVaUC97y7dPTYzGuFHnP0wnojHCQBt/ylSqAA4k+8Y7WJh60kbxNxx7sN4JB4nACVp+0+RQAXAiTzLh8/126l1MNSZz+KheJwAzHL2I1BcCioATmQZquoMhZNqnydOfBYPxeMEwKVeAIrToQLgRNrjS0mpDtY77Uk8FioAFI+GCoATqQDpwu9IzHbak3gsVAAoHg0VACdSHKckpUmY6rQn8VioAFA8GioATqQutktKPbDIaU/isVABoHg0VACcyHip4U9KFE4471E8FSoAFI+GCoATOcr4XTYU5qCsEx/FU6ECQPFoqAA4ky6o9EDc3OWNLU59Fs+ECgDFo6EC4EzuF0HRHWQj+QMvjHD203giVAAoHg0VAKdyuQJQuPvgloHA6HRnP4wnQgWA4tFQAXAuz2dFk1igTM2dzn4Sz4QKAMWjoQLgbDIOrliw7nLux1EcARUAikdDBYDiyVABoHg0VAAongwVAIpHQwWA4slQAaB4NFQAKJ4MFQCKR0MFgOLJUAGgeDRUACieDBUAikdDBYDiyVABoHg0VAAongwVAIpHQwWA4sl4nACEFzKbPIxGqzwqlRNuqmHUTrirk75qhPSPHOBhAkDrvylo/bcfLi0Ac0GhyGD2OrtSKgit/5RM2L3+u7QAsBfPm88w9P5deVTYqfxNX0cP5W/6uxe2K3/TgRgg+ytfd3aVVBRa/01C67/9cG0BsITJmOKEu6qQofxNp+P/7d19kFTVmcfx37wwMMPAMDAhCuqq+AIIFhIXlRJXKQngiGVwNRpjglIOCUJQg4KCxs2axJclidEgYdVCV1OuMSY6MZSJMVpGY4waQY27axQjSFxBwJUAgzB3b997+2XobtOx+xzu7fP9/NOnTzf90N3Pw6/fWWS/qNdH2+0XvV6X2y+aSPS/YdXZ/wRAeRgAswiAUtH/hlVn/xMA5WEAzCIASkX/G1ad/U8AlIcBMIsAKBX9b1h19j8BUB4GwCwCoFT0v2HV2f8EQHkYALMIgFLR/4ZVZ/8TAOVhAMwiAEpF/xtWnf1PAJSHATCLACgV/W9YdfY/AVAeBsAsAqBU9L9h1dn/BEB5GACzCIBS0f+GVWf/EwDlYQDMIgBKRf8bVp39TwCUhwEwiwAoFf1vWHX2PwFQHgbALAKgVPS/YdXZ/wRAeRgAswiAUtH/hlVn/xMA5WEAzCIASkX/G1ad/U8AlIcBMIsAKBX9b1h19j8BUB4GwCwCoFT0v2HV2f/VEwBL9J29ULW1f7f9ojfrevtFvU827bJfdJmutV80keh/w6qz/6snALZ37tgLVVev2gtFuzr3wmMR7+U/7IWiOzu37YWqSUT/G1ad/V89AQAA+LsQAADgKAIAABxFAACAowgAAHAUAQAAjiIAAMBRBAAAOIoAAABHEQAA4CgCAAAcRQAAgKMIAABwFAEAAI4iAADAUQQAADiKAAAARxEAAOAoAgAAHEUAAICjCAAAcBQBAACOIgAAwFEEAAA4igBAnKx/c/fe/isAe431/k92APzy/MP7tx77xSezO69fOrypbcL3u4yXfqFBj1qtuvuB0w5sHH3Ob7M7Fqo+OeOY/gdMWfyeraIfDtA7OUfzi1m7fxOB/qf/y5TkANg8XZHzNkZbyxvDjSPeMFx72whlB8BG1bX/FNaomZV+iGC+6qZzott30O3pLcNFO5U7APnFrN2/SUD/0/9lS3AAfHiy3w4TF8yb4N8gk7uDrXtqpBPmz9pHOniz2eKzlR0AG1U3DJOGXPjVyX6pf7FWdZpUf8qlM0f6t/PDVopuHZk7APnF7N2/CUD/0//lS3AALJcagvvll/4NcnNqsalNdff6h9vapXlGaz+s7ABYqepf9qyd/uFTzapdZanqrdKwP/qHu78tfWKLhaK/Tv1blhmA/GL27t8koP/p//IlOABGSfeHq0dqNHCXf/h1aX6wsWUf1b9T/E+W7d1Pqi4zADaqPiZNCh/kLZOuslT1KOmJcHWGtNJ00e+dOiR4dpu52Pxi1u7fRKD/DVd1ov+TGwD/LR2ZXv+j9Kx/cITq14cbX5OWGqx9qoZekBkAG1WnS8+Hqw/GjPqspaq91Td6vfV26V9NFz0xer0109j5xazdv0lA/9P/FZDcAHhQuii97pB+6nl/lsZHGy9I7eZKL1XNL+anB8BG1W1NGtFzx0LV7l4aEC3vlS42XXT5Qt9B2QHIL2bt/k0E+t9wVTf6P7kBcFefPkvS6/Okp4MXJi+JNnY16kBjlf+rSV/xMgNgo+pT0qyeOzaqjpReClezwwcc5otOyQ5AfjFb928y0P+mqzrR/8kNgBw791PNRs+7MXovLOVw1fzVVLWxGr4tOwA2qoZPQZ+77YbbVkc7Nqr+QBq3KbVYWadBm60UzRmA/GKW7t/kof/p/4+rKgLgm9IZ/sHCzLtiwStqaw1VW6Bez3nZAbBRdbH07785IniJ8NhXrVX1LpYGzVt63TSp9Rk7RXMGIL+Ypfs3eeh/+v/jqoYAuKVGvVMfDZsTvVefcor0qplqj9fqWi9nAGxU9Ttxdq/oTaI+K2xV9bzbopoj1nl2iuYMQH4xO9c5eeh/+v9jS34AvO7fFrU/Sq0ukB5L735G+r2RcpsP0LGpj9xlBsBG1Y7gsc/P1m38tX9lm163VNVb+Q/pr5qeG3zV1HzRnAHIL2blOicO/U//lyHpAbB1cW9p4I+D9WzpkfR+u7S66B8qxznq+1rqMDMANqrO9HvwwvAjafOkSZaq3lunPot///5bDx8vHbnRStGcAcgvZuX+TRj6n/4vS8ID4IH9/dY4/S/hkculn6RPOElaY6Lgf0jLg0VmAGxUnSvtvzVcfrBP8OqfhapvNagxajJ/6s7ybBTNGYD8YjZu6YSh/81VdaP/Ex0A75/lt//YzNOiG6Vb0+sR0vsmKvZPf/4291MQpqt6V0gz0+szg898W6jqX8NvRcuug1W7xkbRnp+C2KOYjVs6Ueh/k1Xd6P8kB8Dm0f6z3xXdmeMPSQuiZXdfDTFRcp16mmGlaupnX25Mr6+U7rBS9eTw66WB86UHbRTNGYD8YjZu6SSh/41WdaP/ExwA2ydIk/+Ss7FGmhgtX/FPMlGzwABYqOo9GX4TMXBh8ETQQtWjpTfT6wXSXTaK5gxAfjEbt3SC0P9mq7rR/wkOgMukz33YY2e4+kS/krpEuslEzfcXpo2Tzl648EdWqnpdA3Rsen2U9JqVqp8JHvWE/MZ83EbRnAEoUMzCLZ0g9L/Zqm70f3ID4K+tGrat59ZV0g3BYudhqn/LbPnMa6BWqs6U7gtX90lH2anqP++eEP0Y1vO91NJlo2juAOQXs3n/xh79T/9XQHID4I6c1wUjG/up+Tn/sHuu1GG4fHYAbFT9cx8NCCbgJwNV+4ydql1jpC8E/xneEwdJy6wUzR2A/GI279/Yo//p/wpIbgB8WRp9YtafUnv+UDTNvfN746WDNhgunx0AK1WXSvrU7Iv8J97RT4JbqPpqkzTw9AUdx/lFp9spmjsABYpZvH9jj/6n/ysguQEwuefbUS8GmzfWh8eGG/+dgJwBsFL1uuir8M1L0x/7MF/1hfHRjdv7yvQvTxku2mMAChSzd//GHv1P/1dAcgPg0EID4L3YMazPoGO+Y/6XInMHwErVl+Ye3tw8Yu6a7I75qt13TxvS0H/k7NdsFe05AAWKWbt/Y4/+p/8rILkBAAAoCwEAAI4iAADAUQQAADiKAAAARxEAAOAoAgAAHEUAAICjCAAAcBQBAACOIgAAwFEEAAA4igAAAEcRAADgKAIAABxFAACAowgAAHAUAQAAjiIAAMBRBAAAOIoAAABHEQAA4CgCAAAcRQAAgKMIAABwFAEAAI4iAADAUQQAADiKAAAARxEAAOAoAgAAHEUAAICjCAAAcBQBAACOIgAAwFEEAAA4igAAAEcRAADgKAIAABxFAACAowgAAHAUAQAAjiIAAMBRBAAAOIoAAABHEQAA4CgCAAAcRQAAgKMIAABwFAEAAI4iAADAUQQAADiKAAAARxEAAOAoAiAW3lRPiz1vPx1d+LyjdEjezijjf0OgRJabOf8iUDoCIBYIAFQNAiBBCIBY8GemZUaOHxMASCrLzUwAlIMAiAV/ZobvsXXfis7C5yUAEGuWm5kAKAcBEAsFZqYoAgCxZrmZCYByEACxQACgahAACUIAxEKBmTkk87Lp0x2H9h007tI10dFMw6+/4sj+/UYteocAQJxUspkXSd9Kr8+V7vEPtvzbpH0b2sac+YueF9Gmk6ON30i3FK7meY+fPbalbdzMV8u6gtWEAIiFj5iZHTOiD1PUXR2ekJ6Ze/uF+21PEACIkUo288vSp6Ll9n7qv83zVramP100sSv3IgoEQF61rZ9Ob3y9klc4yQiAWPiImTlN6jV5/tzj/ba9MNiIGn5lrdQ69ZKJTWr9BAGA+KhoM4+W1oSr+6UOz3utt3Twl6756tR66aLciygQAHtW654u9T/vqvknSDVF3pR2DgEQC8Vn5iH/IdArqcWjQ6WHU4uw4XeNkE7ZnPqjI/3+JgAQGxVt5m9KS8LVP0u/9Tz/Qf3Fu1NHV7VoqJe9iAIBkFdttTQ2VcVbLrVX8honGAEQCz2/O1Of2gpnpusQDVwXnuexGo1NHYYN/wNpfDAI3qZWAgAxUtFmfsM/KVh80BjEylFqDl/58T4vvZe9iPwAyK+2TLoz3DigeVilr3VCEQCxUHRmHpSuSZ/pBNVs8NINP056PNpfRAAgRirbzMeo5u3U4d3S9f7B88+8FJ0wS3rH84oHQH41PwCuqvB1TTwCIBZ6fnnygtRWODOXZUfDu1h6xIsafkd99ATY9z8EAGKkss38Xenm1OGpqlufs/3hyra/EQD51VbVqrbjd7sreV0TjwCIhaIvm36258+q3O1FDb9WOjF9zp21BADio7LNvL42OHFTQ/pl+x2P3TSnfVRD6hI+MgAKVLu2xl+0TP7aU4RAGgEQC0VnZkrPLr7dixr+T9K5mbPuTwAgPirczCep7l3Pu126P3Ws69qW4A/XHTf2bwRAgWreM1N7B0cGf6Or8tc7kQiAWCg6M2f6z11fzNroRQ3fVaeTMmcdTAAgPirczMul5Z43SYNS/2Z3pz7aedo3Ol/ZkXpZp3AAPBEGQIFqvq0PzR+fCoEJuyp+vROJAIiFojPjd/mze5wQNvyB2i+9sZn3ABAjFW7m93rp097/1ukrqSOd0ui14X7RAFgRBkCBapGt9wyNnhGAAIiFojPznzlfhV8yZ363l274k6Uno/0fEgCxBjjPAAAC00lEQVSIkUo3c7t6bfq+9IfU+hIp/RMQM/YMgAnRCfPCAMivdut1346OPyrNKu9KVgsCIBaKzszWfTU4esTzXI3OTh2GDX+X/yy2O9jfOYwAQIxUupnvllZM0Jhg3SE9H+5uGNozAIaoLXxr9+2+YQDkV5skvRFuPC0trMh1TTwCIBaKzox3h7Tf6tRi1RDp0dQibPjdo6RpW/zFuyeJAECMVLqZP2jU0TW6KVgvleYEi9+N8c/5evYivMnRA/71qV9+uKVgtSuk9uCtgC0nSD+r6HVOLAIgForPzO5jpN6nX72ovVa6Mjgh5+dTBk27fNoA9WsnABAfFW/mM/1/0hs2BMu1rdLE7951zbQaHS5N//n2zEUs88809ablX25TU00YAHnV1g+WWs668urPNUtTeBM4QADEQvGZ8bZMjj7H1nBZ+Cw5/QOKP2wO9wf9aiEBgPioeDM/4J9wRrT+aWN4xgF3Pps6WJe9iLOji655oD76Mbi8ar9qS38odMr/VfpaJxQBEAsfMTOe9/NzD2wcfPycNdHRzE+ov33FkS1Nh81f5xEAiJGKN/OOlpxXbNZ+aWy/lrHXbPS8G/btdeiGnIvonHpQnbRvp1ef+f8A9qjmbb1h0mGN+xx3fpGPBzmIAABQJbpeXs2XfP8uBAAAOIoAAABHEQAA4CgCAAAcRQAAgKMIAABwFAEAAI4iAADAUQQAADiKAAAARxEAAOAoAgAAHEUAAICjCAAAcBQBAACOIgAAwFEEAAA4igAAAEcRAADgKAIAABxFAACAowgAAHAUAQAAjiIAAMBRBAAAOIoAAABHEQAA4CgCAAAcRQAAgKMIAABwFAEAAI4iAADAUQQAADiKAAAARxEAAOAoAgAAHEUAAICjCAAAcBQBAACOIgAAwFEEAAA4igAAAEcRAADgKAIAABxFAACAowgAAHAUAQAAjiIAAMBRBAAAOOr/ARZ3JGIXG/P7AAAAAElFTkSuQmCC" width="768" style="display: block; margin: auto;" /> In case only point cloud metrics are used as potential inputs, the errors are hardly better distributed. Coloring points by ownership shows that plots located in private forests have the largest basal area values which tend to be under-estimated.</p>
<pre class="r"><code>model_aba_metrics_points <- lidaRtRee::aba_build_model(plots[subsample, variable],
metrics_points[subsample, ], transform = "boxcox", nmax = 4, xy = plots[subsample,
351352353354355356357358359360361362363364365366367368369370371372373374375376377378379380381382383384385386387388389390391392393394395396397398399400401402403404405406407408409410411412413414415416417418419420
c("X", "Y")])
# renames outputs
row.names(model_aba_metrics_points$stats) <- names(model_aba_metrics_points$model) <- variable
# model_aba_metrics_points$model[[variable]]
model_aba_metrics_points$stats</code></pre>
<pre><code>## n formula adjR2 transform lambda
## G_m2_ha 96 pzabovezmean + zpcum8 + p_1st_hmin 0.6519446 boxcox -0.1437872
## rmse cvrmse pwil pttest paov cor looR2
## G_m2_ha 8.517813 0.2120202 0.5048285 0.9790591 0.9904006 0.808511 0.653687
## var_res
## G_m2_ha 0.0143929</code></pre>
<pre class="r"><code># cor.test(model_aba_metrics_points$values$residual, plots[subsample,
# variable])
par(mfrow = c(1, 2))
# plot predicted VS field values
lidaRtRee::aba_plot(model_aba_metrics_points, main = variable, col = ifelse(plots$stratum ==
"public", "green", "blue"))
legend("topleft", c("public", "private"), col = c("green", "blue"), pch = 1)
plot(plots[subsample, c("G_m2_ha")], model_aba_metrics_points$values$residual, ylab = "Prediction errors",
xlab = "Field values", col = ifelse(plots$stratum == "public", "green", "blue"))
abline(h = 0, lty = 2)</code></pre>
<p><img 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width="768" style="display: block; margin: auto;" /></p>
</div>
<div id="calibration-for-several-variables" class="section level2">
<h2>Calibration for several variables</h2>
<p>The following code calibrates models for several forest parameters. In case different transformations have to be performed on the parameters, models have to be calibrated one by one.</p>
<pre class="r"><code>models_aba <- list()
for (i in c("G_m2_ha", "D_mean_cm", "N_ha")) {
models_aba[[i]] <- lidaRtRee::aba_build_model(plots[, i], metrics, transform = "boxcox",
nmax = 4, xy = plots[, c("X", "Y")])
}</code></pre>
<pre><code>## Reordering variables and trying again:
## Reordering variables and trying again:
## Reordering variables and trying again:</code></pre>
<pre class="r"><code># bind model stats in a data.frame
model_stats <- do.call(rbind, lapply(models_aba, function(x) {
x[["stats"]]
}))</code></pre>
<p>The obtained models are presented below. The table columns correspond to:</p>
<ul>
<li><code>n</code> number of plots,</li>
<li><code>metrics</code> selected in the model,</li>
<li><code>adj-R2.%</code> adjusted R-squared of fitted model (%),</li>
<li><code>CV-R2.%</code> coefficient of determination of values predicted in cross-validation (CV) VS field values (%),</li>
<li><code>CV-RMSE.%</code> coefficient of variation of the Root Mean Square Errors of prediction in CV (%),</li>
<li><code>CV-RMSE</code> Root Mean Square Error of prediction in CV.</li>
</ul>
<table>
<colgroup>
<col width="8%" />
<col width="2%" />
<col width="58%" />
<col width="7%" />
<col width="6%" />
<col width="8%" />
<col width="6%" />
</colgroup>
<thead>
<tr class="header">
<th align="left"></th>
<th align="right">n</th>
<th align="left">metrics</th>
<th align="right">adj-R2.%</th>
<th align="right">CV-R2.%</th>
<th align="right">CV-RMSE.%</th>
<th align="right">CV-RMSE</th>
</tr>
</thead>
<tbody>
<tr class="odd">
421422423424425426427428429430431432433434435436437438439440441442443444445446447448449450451452453454455456457458459460461462463464465466467468469470471472473474475476477478479480481482483484485486487488489490
<td align="left">G_m2_ha</td>
<td align="right">96</td>
<td align="left">Tree_density + TreeCanopy_cover_in_plot + TreeCanopy_meanH_in_plot</td>
<td align="right">68.9</td>
<td align="right">67.4</td>
<td align="right">20.6</td>
<td align="right">8.3</td>
</tr>
<tr class="even">
<td align="left">D_mean_cm</td>
<td align="right">96</td>
<td align="left">ipcumzq70 + Tree_density + TreeCanopy_meanH + altitude</td>
<td align="right">82.0</td>
<td align="right">89.5</td>
<td align="right">12.5</td>
<td align="right">3.1</td>
</tr>
<tr class="odd">
<td align="left">N_ha</td>
<td align="right">96</td>
<td align="left">zentropy + mCH + p_1st_hmin + TreeSup10_density</td>
<td align="right">90.5</td>
<td align="right">87.5</td>
<td align="right">19.6</td>
<td align="right">158.4</td>
</tr>
</tbody>
</table>
<p><img 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" width="1152" style="display: block; margin: auto;" /></p>
</div>
</div>
<div id="stratified-models" class="section level1">
<h1>Stratified models</h1>
<div id="motivation" class="section level2">
<h2>Motivation</h2>
<p>When calibrating a statistical relationship between forest stand parameters, which are usually derived from diameter measurements, and ALS metrics, one relies on the hypothesis that the interaction of laser pulses with the leaves and branches structure is constant on the whole area. However, differences can be expected either due to variations in acquisition settings (flight parameters, scanner model), in forests (stand structure and composition) or in topography (slope). Better models might be obtained when calibrating stratum-specific relationships, provided each stratum is more homogeneous regarding the laser / vegetation interaction. A trade-off has to be achieved between the within-strata homogeneity and the number of available plots for calibration in each stratum. A minimum number of plots is approximately 50, while 100 would be recommended. In this example we hypothesize that ownership reflects both structure and composition differences in forest stands.</p>
</div>
<div id="calibration-of-stratum-specific-models" class="section level2">
<h2>Calibration of stratum-specific models</h2>
<p>Stratum-specific models are computed and stored in a list during a <code>for</code> loop. The function <code>lidaRtRee::aba_combine_strata</code> then combines the list of models corresponding to each stratum to compute aggregated statistics for all plots, making it easier to compare stratified with non-stratified models.</p>
<p>In this example, the model for “private” yields a large error on the plot “Verc-C5-1,” which considerably lowers the accuracy of the stratified approach.</p>
<pre class="r"><code># stratification variable
strat <- "stratum"
# create list of models
model_aba_stratified <- list()
# calibrate each stratum model
for (i in levels(plots[, strat])) {
subsample <- which(plots[, strat] == i)
if (length(subsample) > 0) {
model_aba_stratified[[i]] <- lidaRtRee::aba_build_model(plots[subsample,
variable], metrics[subsample, ], transform = "boxcox", nmax = 4, xy = plots[subsample,
c("X", "Y")])
}
}</code></pre>
<pre><code>## Reordering variables and trying again:</code></pre>
<pre class="r"><code># backup list of models for later use
model_aba_stratified_boxcox <- model_aba_stratified
# combine list of models into single object
model_aba_stratified <- lidaRtRee::aba_combine_strata(model_aba_stratified, plots$plot_id)
# model_aba_stratified$stats</code></pre>
<table>
<colgroup>
<col width="12%" />
<col width="2%" />
<col width="55%" />
<col width="7%" />
<col width="6%" />
<col width="8%" />
<col width="6%" />
</colgroup>
491492493494495496497498499500501502503504505506507508509510511512513514515516517518519520521522523524525526527528529530531532533534535536537538539540541542543544545546547548549550551552553554555556557558559560
<thead>
<tr class="header">
<th align="left"></th>
<th align="right">n</th>
<th align="left">metrics</th>
<th align="right">adj-R2.%</th>
<th align="right">CV-R2.%</th>
<th align="right">CV-RMSE.%</th>
<th align="right">CV-RMSE</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td align="left">NOT.STRATIFIED</td>
<td align="right">96</td>
<td align="left">Tree_density + TreeCanopy_cover_in_plot + TreeCanopy_meanH_in_plot</td>
<td align="right">68.9</td>
<td align="right">67.4</td>
<td align="right">20.6</td>
<td align="right">8.3</td>
</tr>
<tr class="even">
<td align="left">private</td>
<td align="right">32</td>
<td align="left">zpcum7 + ikurt + p_1st_hmin</td>
<td align="right">62.8</td>
<td align="right">29.2</td>
<td align="right">23.4</td>
<td align="right">12.5</td>
</tr>
<tr class="odd">
<td align="left">public</td>
<td align="right">64</td>
<td align="left">Tree_meanH + TreeCanopy_cover_in_plot</td>
<td align="right">49.0</td>
<td align="right">45.7</td>
<td align="right">18.1</td>
<td align="right">6.0</td>
</tr>
<tr class="even">
<td align="left">COMBINED</td>
<td align="right">96</td>
<td align="left">NA</td>
<td align="right">NA</td>
<td align="right">63.4</td>
<td align="right">21.8</td>
<td align="right">8.8</td>
</tr>
</tbody>
</table>
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" width="768" style="display: block; margin: auto;" /></p>
</div>
<div id="stratified-models-with-stratum-specific-variable-tranformations" class="section level2">
<h2>Stratified models with stratum-specific variable tranformations</h2>
<p>In case one wants to apply different variable transformations, or use different subsets of ALS metrics depending on the strata, the following example can be used. First models using only the point cloud metrics are calibrated without transformation of the data. The statistics for all plots are then calculated by combining the following stratum-specific models :</p>
<ul>
<li>public ownership, all metrics, Box-Cox transformation of basal area values (calibrated in the previous paragraph),</li>
<li>private ownership, only point cloud metrics, no data transformation.</li>
</ul>
<pre class="r"><code># create list of models for no transformation
model_aba_stratified.none <- list()
# calibrate each stratum model
for (i in levels(plots[, strat])) {
subsample <- which(plots[, strat] == i)
if (length(subsample) > 0) {
model_aba_stratified.none[[i]] <- lidaRtRee::aba_build_model(plots[subsample,
variable], metrics_points[subsample, ], transform = "none", xy = plots[subsample,
c("X", "Y")])
}
}
561562563564565566567568569570571572573574575576577578579580581582583584585586587588589590591592593594595596597598599600601602603604605606607608609610611612613614615616617618619620621622623624625626627628629630
# combine list of models into single object
model_aba_stratified_mixed <- lidaRtRee::aba_combine_strata(list(private = model_aba_stratified.none[["private"]],
public = model_aba_stratified_boxcox[["public"]]), plots$plot_id)
# bind model stats in a data.frame for comparison
model_stats <- rbind(model_aba$stats, model_aba_stratified_mixed$stats)
row.names(model_stats)[1] <- "NOT.STRATIFIED"</code></pre>
<table style="width:100%;">
<colgroup>
<col width="11%" />
<col width="2%" />
<col width="51%" />
<col width="7%" />
<col width="6%" />
<col width="6%" />
<col width="7%" />
<col width="6%" />
</colgroup>
<thead>
<tr class="header">
<th align="left"></th>
<th align="right">n</th>
<th align="left">metrics</th>
<th align="left">transform</th>
<th align="right">adj-R2.%</th>
<th align="right">CV-R2.%</th>
<th align="right">CV-RMSE.%</th>
<th align="right">CV-RMSE</th>
</tr>
</thead>
<tbody>
<tr class="odd">
<td align="left">NOT.STRATIFIED</td>
<td align="right">96</td>
<td align="left">Tree_density + TreeCanopy_cover_in_plot + TreeCanopy_meanH_in_plot</td>
<td align="left">boxcox</td>
<td align="right">68.9</td>
<td align="right">67.4</td>
<td align="right">20.6</td>
<td align="right">8.3</td>
</tr>
<tr class="even">
<td align="left">private</td>
<td align="right">32</td>
<td align="left">zpcum7 + ikurt</td>
<td align="left">none</td>
<td align="right">50.8</td>
<td align="right">42.3</td>
<td align="right">21.1</td>
<td align="right">11.3</td>
</tr>
<tr class="odd">
<td align="left">public</td>
<td align="right">64</td>
<td align="left">Tree_meanH + TreeCanopy_cover_in_plot</td>
<td align="left">boxcox</td>
<td align="right">49.0</td>
<td align="right">45.7</td>
<td align="right">18.1</td>
<td align="right">6.0</td>
</tr>
<tr class="even">
<td align="left">COMBINED</td>
<td align="right">96</td>
<td align="left">NA</td>
<td align="left">NA</td>
<td align="right">NA</td>
<td align="right">68.0</td>
<td align="right">20.4</td>
<td align="right">8.2</td>
</tr>
631632633634635636637638639640641642643644645646647648649650651652653654655656657658659660661662663664665666667668669670671672673674675676677678679680681682683684685686687688689690691
</tbody>
</table>
<p><img 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" width="768" style="display: block; margin: auto;" /></p>
</div>
</div>
<div id="save-data-before-next-tutorial" class="section level1">
<h1>Save data before next tutorial</h1>
<p>The following lines save the data required for the <a href="https://gitlab.irstea.fr/jean-matthieu.monnet/lidartree_tutorials/-/blob/master/R/area-based.3.mapping.Rmd">area-based mapping step</a>.</p>
<pre class="r"><code>save(model_aba_stratified_mixed, model_aba, aba_point_metrics_fun, aba_res_chm, file = "../data/aba.model/output/models.rda")
# save data for lidaRtRee package quatre_montagnes <- cbind(plots, metrics)
# save(quatre_montagnes, file = 'quatre_montagnes.rda')</code></pre>
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