diff --git a/CHANGELOG.md b/CHANGELOG.md
index 4fcab2e..07361c1 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,3 +1,6 @@
+# dev
+- [fix] color: rename Deviation extra dim to PredictionOccupationSol
+
 # 1.15.9
 - [fix] color: fix main
 
diff --git a/pdaltools/color.py b/pdaltools/color.py
index 8de5db0..9cc20ae 100644
--- a/pdaltools/color.py
+++ b/pdaltools/color.py
@@ -40,7 +40,7 @@ def color_from_stream(
     color_rvb_enabled=True,
     color_ir_enabled=True,
     veget_index_file="",
-    vegetation_dim="Deviation",
+    vegetation_dim="PredictionOccupationSol",
     check_images=False,
     stream_RGB="ORTHOIMAGERY.ORTHOPHOTOS",
     stream_IRC="ORTHOIMAGERY.ORTHOPHOTOS.IRC",
@@ -64,7 +64,7 @@ def color_from_stream(
         veget_index_file (str, optional): Path to the tiff tile to use for "vegetation_dim" colorization.
         Defaults to "".
         vegetation_dim (str, optional): Name of the dimension to use to store the values of "veget_index_file".
-        Defaults to "Deviation".
+        Defaults to "PredictionOccupationSol".
         check_images (bool, optional): If true, check if images from the geoplateform data feed are white
         (and raise and error in this case). Defaults to False.
         stream_RGB (str, optional): WMS raster stream for RGB colorization:
@@ -164,7 +164,7 @@ def color_from_files(
     color_rvb_enabled=True,
     color_ir_enabled=True,
     veget_index_file="",
-    vegetation_dim="Deviation",
+    vegetation_dim="PredictionOccupationSol",
 ):
     pipeline = pdal.Reader.las(filename=input_file)
 
@@ -253,7 +253,10 @@ def add_common_options(parser):
         help="Vegetation file (raster), value will be stored in 'vegetation_dim' field",
     )
     parser.add_argument(
-        "--vegetation_dim", type=str, default="Deviation", help="name of the extra_dim uses for the vegetation value"
+        "--vegetation_dim",
+        type=str,
+        default="PredictionOccupationSol",
+        help="name of the extra_dim uses for the vegetation value",
     )
 
 
diff --git a/test/data/las_with_several_extra_byte_bloc.laz b/test/data/las_with_several_extra_byte_bloc.laz
index e1a7ec0..881c7e3 100755
Binary files a/test/data/las_with_several_extra_byte_bloc.laz and b/test/data/las_with_several_extra_byte_bloc.laz differ
diff --git a/test/test_pdal.py b/test/test_pdal.py
index 2e009b4..9277f60 100755
--- a/test/test_pdal.py
+++ b/test/test_pdal.py
@@ -16,7 +16,7 @@ def test_pdal_read_severals_extra_dims():
     metadata = pipeline.quickinfo["readers.las"]
 
     # dimensions should contains 'Deviation' and 'confidence'
-    assert "Deviation" in metadata["dimensions"]
+    assert "PredictionOccupationSol" in metadata["dimensions"]
     assert "confidence" in metadata["dimensions"]
 
     # Test Python PDAL bindings