diff --git a/tests/example_Calibration.R b/tests/example_Calibration.R
index 8583f78c804283c024227e6a52ba797991731187..694d336776d4443460e4e6164fe0b6f081d0cdff 100644
--- a/tests/example_Calibration.R
+++ b/tests/example_Calibration.R
@@ -18,12 +18,12 @@ InputsCrit <- CreateInputsCrit(FUN_CRIT=ErrorCrit_NSE,InputsModel=InputsModel,
                                RunOptions=RunOptions,Qobs=BasinObs$Qmm[Ind_Run])
 
 ## preparation of CalibOptions object
-CalibOptions <- CreateCalibOptions(FUN_MOD=RunModel_GR4J,FUN_CALIB=Calibration_HBAN)
+CalibOptions <- CreateCalibOptions(FUN_MOD=RunModel_GR4J,FUN_CALIB=Calibration_Michel)
 
 ## calibration
 OutputsCalib <- Calibration(InputsModel=InputsModel,RunOptions=RunOptions,InputsCrit=InputsCrit,
                             CalibOptions=CalibOptions,FUN_MOD=RunModel_GR4J,FUN_CRIT=ErrorCrit_NSE,
-                            FUN_CALIB=Calibration_HBAN)
+                            FUN_CALIB=Calibration_Michel)
 
 ## simulation
 Param <- OutputsCalib$ParamFinalR
diff --git a/tests/example_TransfoParam.R b/tests/example_TransfoParam.R
index 0c5c5037572e0154543385158f53b72625461eed..4067affd733cba1932df1c91705cbc482575dc74 100644
--- a/tests/example_TransfoParam.R
+++ b/tests/example_TransfoParam.R
@@ -1,15 +1,15 @@
 require(airGR)
 
-## transformation Real->Transformed for the GR4J model
-    Xreal <- matrix( c( 221.41, -3.63,  30.00, 1.37,
+## transformation Raw->Transformed for the GR4J model
+    Xraw  <- matrix( c( 221.41, -3.63,  30.00, 1.37,
                         347.23, -1.03,  60.34, 1.76,
                         854.06, -0.10, 148.41, 2.34),
                         ncol=4,byrow=TRUE)
-    Xtran <- TransfoParam(ParamIn=Xreal,Direction="RT",FUN_TRANSFO=TransfoParam_GR4J)
+    Xtran <- TransfoParam(ParamIn=Xraw ,Direction="RT",FUN_TRANSFO=TransfoParam_GR4J)
 
-## transformation Transformed->Real for the GR4J model
+## transformation Transformed->Raw for the GR4J model
     Xtran <- matrix( c( +3.60, -2.00, +3.40, -9.10,
                         +3.90, -0.90, +4.10, -8.70,
                         +4.50, -0.10, +5.00, -8.10),
                         ncol=4,byrow=TRUE)
-    Xreal <- TransfoParam(ParamIn=Xtran,Direction="TR",FUN_TRANSFO=TransfoParam_GR4J)
+    Xraw  <- TransfoParam(ParamIn=Xtran,Direction="TR",FUN_TRANSFO=TransfoParam_GR4J)
diff --git a/tests/example_TransfoParam_CemaNeige.R b/tests/example_TransfoParam_CemaNeige.R
index 85efecfca07064f44925666687e7a8243b255728..35bb6b1955942bc6de8c750f7ccdb21ff283109a 100644
--- a/tests/example_TransfoParam_CemaNeige.R
+++ b/tests/example_TransfoParam_CemaNeige.R
@@ -1,15 +1,15 @@
 require(airGR)
 
-## transformation Real->Transformed for the CemaNeige module
-    Xreal <- matrix( c( 0.19, 1.73,
+## transformation Raw->Transformed for the CemaNeige module
+    Xraw  <- matrix( c( 0.19, 1.73,
                         0.39, 2.51,
                         0.74, 4.06),
                         ncol=2,byrow=TRUE)
-    Xtran <- TransfoParam_CemaNeige(ParamIn=Xreal,Direction="RT")
+    Xtran <- TransfoParam_CemaNeige(ParamIn=Xraw ,Direction="RT")
 
-## transformation Transformed->Real for the CemaNeige module
+## transformation Transformed->Raw for the CemaNeige module
     Xtran <- matrix( c( -6.26, +0.55,
                         -2.13, +0.92,
                         +4.86, +1.40)
                         ,ncol=2,byrow=TRUE)
-    Xreal <- TransfoParam_CemaNeige(ParamIn=Xtran,Direction="TR")
+    Xraw  <- TransfoParam_CemaNeige(ParamIn=Xtran,Direction="TR")
diff --git a/tests/example_TransfoParam_GR1A.R b/tests/example_TransfoParam_GR1A.R
index 993460235f84d0efbe39d890d2c143d50d0170e6..1727f6299fd8283e17171d9dbbf9e37fadb8e89f 100644
--- a/tests/example_TransfoParam_GR1A.R
+++ b/tests/example_TransfoParam_GR1A.R
@@ -1,15 +1,15 @@
 require(airGR)
 
-## transformation Real->Transformed for the GR1A model
-    Xreal <- matrix( c(  0.625,
+## transformation Raw->Transformed for the GR1A model
+    Xraw  <- matrix( c(  0.625,
                          1.250,
                          1.875),
                         ncol=1,byrow=TRUE)
-    Xtran <- TransfoParam_GR1A(ParamIn=Xreal,Direction="RT")
+    Xtran <- TransfoParam_GR1A(ParamIn=Xraw ,Direction="RT")
 
-## transformation Transformed->Real for the GR1A model
+## transformation Transformed->Raw for the GR1A model
     Xtran <- matrix( c( -5.00,
                         +0.00,
                         +5.00),
                         ncol=1,byrow=TRUE)
-    Xreal <- TransfoParam_GR1A(ParamIn=Xtran,Direction="TR")
+    Xraw  <- TransfoParam_GR1A(ParamIn=Xtran,Direction="TR")
diff --git a/tests/example_TransfoParam_GR2M.R b/tests/example_TransfoParam_GR2M.R
index 4c0399a036aafd85c69d6d0cb143639c0d19d9ee..3c9b3862efdbfe63cbd95b5c60d0575ed2e9f2c1 100644
--- a/tests/example_TransfoParam_GR2M.R
+++ b/tests/example_TransfoParam_GR2M.R
@@ -1,15 +1,15 @@
 require(airGR)
 
-## transformation Real->Transformed for the GR2M model
-    Xreal <- matrix( c( 221.41, -1.00,
+## transformation Raw->Transformed for the GR2M model
+    Xraw  <- matrix( c( 221.41, -1.00,
                         347.23, +0.00,
                         854.01, +1.00),
                         ncol=2,byrow=TRUE)
-    Xtran <- TransfoParam_GR2M(ParamIn=Xreal,Direction="RT")
+    Xtran <- TransfoParam_GR2M(ParamIn=Xraw ,Direction="RT")
 
-## transformation Transformed->Real for the GR2M model
+## transformation Transformed->Raw for the GR2M model
     Xtran <- matrix( c( +3.60, -5.00,
                         +3.90, +0.00,
                         +4.50, +5.00),
                         ncol=2,byrow=TRUE)
-    Xreal <- TransfoParam_GR2M(ParamIn=Xtran,Direction="TR")
+    Xraw  <- TransfoParam_GR2M(ParamIn=Xtran,Direction="TR")
diff --git a/tests/example_TransfoParam_GR4H.R b/tests/example_TransfoParam_GR4H.R
index 6a2868cfe8dd79e5777b0401d0f7b5b2b75f489e..f711b8bf63b44bddc5e945d5f37f816c8501abd5 100644
--- a/tests/example_TransfoParam_GR4H.R
+++ b/tests/example_TransfoParam_GR4H.R
@@ -1,15 +1,15 @@
 require(airGR)
 
-## transformation Real->Transformed for the GR4H model
-    Xreal <- matrix( c( 221.41, -3.63,  30.00, 1.37,
+## transformation Raw->Transformed for the GR4H model
+    Xraw  <- matrix( c( 221.41, -3.63,  30.00, 1.37,
                         347.23, -1.03,  60.34, 1.76,
                         854.06, -0.10, 148.41, 2.34),
                         ncol=4,byrow=TRUE)
-    Xtran <- TransfoParam_GR4H(ParamIn=Xreal,Direction="RT")
+    Xtran <- TransfoParam_GR4H(ParamIn=Xraw ,Direction="RT")
 
-## transformation Transformed->Real for the GR4H model
+## transformation Transformed->Raw for the GR4H model
     Xtran <- matrix( c( +3.60, -2.00, +3.40, -9.10,
                         +3.90, -0.90, +4.10, -8.70,
                         +4.50, -0.10, +5.00, -8.10),
                         ncol=4,byrow=TRUE)
-    Xreal <- TransfoParam_GR4H(ParamIn=Xtran,Direction="TR")
+    Xraw  <- TransfoParam_GR4H(ParamIn=Xtran,Direction="TR")
diff --git a/tests/example_TransfoParam_GR4J.R b/tests/example_TransfoParam_GR4J.R
index 610190331c200f48ff06bbe21600ec8f78ced195..e3a6e12ff1f3964619c0784f34ea408ff3acc2cf 100644
--- a/tests/example_TransfoParam_GR4J.R
+++ b/tests/example_TransfoParam_GR4J.R
@@ -1,15 +1,15 @@
 require(airGR)
 
-## transformation Real->Transformed for the GR4J model
-    Xreal <- matrix( c( 221.41, -3.63,  30.00, 1.37,
+## transformation Raw->Transformed for the GR4J model
+    Xraw  <- matrix( c( 221.41, -3.63,  30.00, 1.37,
                         347.23, -1.03,  60.34, 1.76,
                         854.06, -0.10, 148.41, 2.34),
                         ncol=4,byrow=TRUE)
-    Xtran <- TransfoParam_GR4J(ParamIn=Xreal,Direction="RT")
+    Xtran <- TransfoParam_GR4J(ParamIn=Xraw ,Direction="RT")
 
-## transformation Transformed->Real for the GR4J model
+## transformation Transformed->Raw for the GR4J model
     Xtran <- matrix( c( +3.60, -2.00, +3.40, -9.10,
                         +3.90, -0.90, +4.10, -8.70,
                         +4.50, -0.10, +5.00, -8.10),
                         ncol=4,byrow=TRUE)
-    Xreal <- TransfoParam_GR4J(ParamIn=Xtran,Direction="TR")
+    Xraw  <- TransfoParam_GR4J(ParamIn=Xtran,Direction="TR")
diff --git a/tests/example_TransfoParam_GR5J.R b/tests/example_TransfoParam_GR5J.R
index b2361f3a94f4a59fe70984b6a1551aa65cf3f560..24ea140c8281229de97e2e8ea8e6ec65178335e6 100644
--- a/tests/example_TransfoParam_GR5J.R
+++ b/tests/example_TransfoParam_GR5J.R
@@ -1,15 +1,15 @@
 require(airGR)
 
-## transformation Real->Transformed for the GR5J model
-    Xreal <- matrix( c( 221.41, -2.65,  27.11, 1.37, -0.76,
+## transformation Raw->Transformed for the GR5J model
+    Xraw  <- matrix( c( 221.41, -2.65,  27.11, 1.37, -0.76,
                         347.23, -0.64,  60.34, 1.76,  0.30,
                         854.01, -0.10, 148.41, 2.34,  0.52),
                         ncol=5,byrow=TRUE)
-    Xtran <- TransfoParam_GR5J(ParamIn=Xreal,Direction="RT")
+    Xtran <- TransfoParam_GR5J(ParamIn=Xraw ,Direction="RT")
 
-## transformation Transformed->Real for the GR5J model
+## transformation Transformed->Raw for the GR5J model
     Xtran <- matrix( c( +3.60, -1.70, +3.30, -9.10, -0.70,
                         +3.90, -0.60, +4.10, -8.70, +0.30,
                         +4.50, -0.10, +5.00, -8.10, +0.50),
                         ncol=5,byrow=TRUE)
-    Xreal <- TransfoParam_GR5J(ParamIn=Xtran,Direction="TR")
+    Xraw  <- TransfoParam_GR5J(ParamIn=Xtran,Direction="TR")
diff --git a/tests/example_TransfoParam_GR6J.R b/tests/example_TransfoParam_GR6J.R
index 1bd48fa469859a4ea54805735a738e2dcae14dbd..5ba500625e140654e8d06a09efe3a4e34e989769 100644
--- a/tests/example_TransfoParam_GR6J.R
+++ b/tests/example_TransfoParam_GR6J.R
@@ -1,15 +1,15 @@
 require(airGR)
 
-## transformation Real->Transformed for the GR6J model
-    Xreal <- matrix( c( 221.41, -1.18,  27.11, 1.37, -0.18,  20.09,
+## transformation Raw->Transformed for the GR6J model
+    Xraw  <- matrix( c( 221.41, -1.18,  27.11, 1.37, -0.18,  20.09,
                         347.23, -0.52,  60.34, 1.76,  0.02,  54.60,
                         854.06,  0.52, 148.41, 2.34,  0.22, 148.41),
                         ncol=6,byrow=TRUE)
-    Xtran <- TransfoParam_GR6J(ParamIn=Xreal,Direction="RT")
+    Xtran <- TransfoParam_GR6J(ParamIn=Xraw ,Direction="RT")
 
-## transformation Transformed->Real for the GR6J model
+## transformation Transformed->Raw for the GR6J model
     Xtran <- matrix( c( +3.60, -1.00, +3.30, -9.10, -0.90, +3.00,
                         +3.90, -0.50, +4.10, -8.70, +0.10, +4.00,
                         +4.50, +0.50, +5.00, -8.10, +1.10, +5.00),
                         ncol=6,byrow=TRUE)
-    Xreal <- TransfoParam_GR6J(ParamIn=Xtran,Direction="TR")
+    Xraw  <- TransfoParam_GR6J(ParamIn=Xtran,Direction="TR")