diff --git a/04-Zonal-stats-spectral-signatures.ipynb b/04-Zonal-stats-spectral-signatures.ipynb
index cfadd4bc585b6841097e58a4987a84bf1eeac392..db19756c1d1075ff7078290a4387a3830d869d46 100644
--- a/04-Zonal-stats-spectral-signatures.ipynb
+++ b/04-Zonal-stats-spectral-signatures.ipynb
@@ -107,7 +107,7 @@
     "import geopandas as gpd\n",
     "\n",
     "# xarrays\n",
-    "    import xarray as xr\n",
+    "import xarray as xr\n",
     "\n",
     "from rasterio import features\n",
     "\n",