diff --git a/scripts/build_energy_totals.py b/scripts/build_energy_totals.py
index f1d0e661..439f7ac1 100644
--- a/scripts/build_energy_totals.py
+++ b/scripts/build_energy_totals.py
@@ -854,6 +854,7 @@ def rescale_idees_from_eurostat(
                 "total passenger cars",
                 "total other road passenger",
                 "total light duty road freight",
+                "total heavy duty road freight",
             ],
             "elec": [
                 "electricity road",
@@ -891,6 +892,7 @@ def rescale_idees_from_eurostat(
     navigation = [
         "total domestic navigation",
     ]
+    # international navigation is already read in from the eurostat data directly
 
     for country in idees_countries:
         filling_years = [(2015, slice(2016, 2021)), (2000, slice(1990, 1999))]
@@ -940,6 +942,22 @@ def rescale_idees_from_eurostat(
                 energy.loc[slicer_source, navigation].squeeze(axis=0),
             ).values
 
+        # set the total of agriculture/road to the sum of all agriculture/road categories (corresponding to the IDEES data)
+        sel = [
+            "total agriculture electricity",
+            "total agriculture heat",
+            "total agriculture machinery",
+        ]
+        energy.loc[country, "total agriculture"] = energy.loc[country, sel].sum(axis=1)
+
+        sel = [
+            "total passenger cars",
+            "total other road passenger",
+            "total light duty road freight",
+            "total heavy duty road freight",
+        ]
+        energy.loc[country, "total road"] = energy.loc[country, sel].sum(axis=1)
+
     return energy