diff --git a/notebooks/01_classification.yml b/notebooks/01_classification.yml
index 92fc6fe..bd0d335 100644
--- a/notebooks/01_classification.yml
+++ b/notebooks/01_classification.yml
@@ -1,15 +1,31 @@
 name: 01_classification
 channels:
   - conda-forge
+  - defaults
 dependencies:
-  - python=3.10
-  - pip
-  - mamba
+  - folium=0.16.0
+  - geopandas=0.14.4
+  - git
+  - ipykernel=6.29.3
+  - ipywidgets==8.1.2
   - jupyter
-  - xarray
-  - cmcrameri
-  - python-dotenv
-  - rasterio
-  - folium
+  - matplotlib=3.8.4
+  - numpy=2.0.0
+  - pandas=2.2.1
+  - pip
+  - python-dotenv=1.0.1
+  - python==3.12.3
+  - xarray=2024.3.0
+  - seaborn
   - pip:
-    - eodag
\ No newline at end of file
+      - rasterio==1.3.9
+      - rioxarray==0.15.3
+      - tqdm==4.66.2
+      - ipympl==0.9.4
+      - cmcrameri==1.9
+      - odc-stac==0.3.10
+      - pystac-client==0.8.2
+      - stackstac==0.5.0
+      - geopandas==0.14.4
+      - scikit_learn==1.5.1
+      - Shapely==2.0.5