diff --git a/3_AZALEE/tmp/manip_invPS_PS_AGGREGATION_NB_AG_2022.py b/3_AZALEE/tmp/manip_invPS_PS_AGGREGATION_NB_AG_2022.py
index 74aee14..8096a86 100644
--- a/3_AZALEE/tmp/manip_invPS_PS_AGGREGATION_NB_AG_2022.py
+++ b/3_AZALEE/tmp/manip_invPS_PS_AGGREGATION_NB_AG_2022.py
@@ -60,6 +60,11 @@ if __name__ == "__main__":
     df.loc[cd4,'type_patur'] = None
 
     df.pratiques.replace({
-        'pâturage caprin - ovin':'pâturage caprin, pâturage ovin'
+        'pâturage caprin - ovin':'pâturage caprin, pâturage ovin',
+        'jardin':'tonte',
+        'pâturage anin' : 'pâturage asin',
+        'pâturage lama' : 'pâturage asin',
+        'abandon ?' : 'incertain',
+        'pâturage ?' : 'incertain'
     }, inplace=True)