diff --git a/scripts/data_process/Makefile b/scripts/data_process/Makefile
index 024f3e20d..05c2f4916 100644
--- a/scripts/data_process/Makefile
+++ b/scripts/data_process/Makefile
@@ -194,7 +194,7 @@ shield_som_c96_spin_up_dataset:
 
 .PHONY: shield_som_ensemble_c96_dataset
 shield_som_ensemble_c96_dataset:
-	./compute_dataset.sh --config configs/shield-som-ensemble-c96-$(RESOLUTION)-$(LAYERS).yaml
+	./compute_dataset.sh --dataset --stats --time-coarsen --config configs/shield-som-ensemble-c96-$(RESOLUTION)-$(LAYERS).yaml
 
 .PHONY: shield_som_abrupt_co2_increase_c96_dataset
 shield_som_abrupt_co2_increase_c96_dataset:
diff --git a/scripts/data_process/configs/shield-som-ensemble-c96-4deg-8layer.yaml b/scripts/data_process/configs/shield-som-ensemble-c96-4deg-8layer.yaml
index c6b00d8ce..7dba2d90c 100644
--- a/scripts/data_process/configs/shield-som-ensemble-c96-4deg-8layer.yaml
+++ b/scripts/data_process/configs/shield-som-ensemble-c96-4deg-8layer.yaml
@@ -22,10 +22,10 @@ runs:
   4xCO2-ic_0003: gs://vcm-ml-raw-flexible-retention/2024-07-03-C96-SHiELD-SOM/regridded-zarrs/gaussian_grid_45_by_90/4xCO2-ic_0003
   4xCO2-ic_0004: gs://vcm-ml-raw-flexible-retention/2024-07-03-C96-SHiELD-SOM/regridded-zarrs/gaussian_grid_45_by_90/4xCO2-ic_0004
   4xCO2-ic_0005: gs://vcm-ml-raw-flexible-retention/2024-07-03-C96-SHiELD-SOM/regridded-zarrs/gaussian_grid_45_by_90/4xCO2-ic_0005
-data_output_directory: gs://vcm-ml-intermediate/2024-07-09-vertically-resolved-4deg-c96-shield-som-ensemble-fme-dataset
+data_output_directory: gs://vcm-ml-intermediate/2026-01-28-vertically-resolved-4deg-c96-shield-som-ensemble-fme-dataset
 stats:
-  output_directory: gs://vcm-ml-intermediate/2024-07-09-vertically-resolved-4deg-c96-shield-som-ensemble-fme-dataset-stats
-  beaker_dataset: 2024-07-09-vertically-resolved-4deg-fme-c96-shield-som-ensemble-dataset-stats
+  output_directory: gs://vcm-ml-intermediate/2026-01-28-vertically-resolved-4deg-c96-shield-som-ensemble-fme-dataset-stats
+  beaker_dataset: 2026-01-28-vertically-resolved-4deg-fme-c96-shield-som-ensemble-dataset-stats
   # These datasets already exclude the one-year divergence period for each
   # ensemble member, so we can use data from all times when computing the
   # stats.
@@ -127,3 +127,92 @@ dataset_computation:
       - global_mean_co2
   standard_names:
     total_frozen_precip_rate: None
+time_coarsen:
+  factor: 4
+  data_output_directory: gs://vcm-ml-intermediate/2026-01-28-vertically-resolved-4deg-daily-c96-shield-som-ensemble-fme-dataset
+  stats_output_directory: gs://vcm-ml-intermediate/2026-01-28-vertically-resolved-4deg-daily-c96-shield-som-ensemble-fme-dataset-stats
+  snapshot_names:
+    - PRESsfc
+    - Q2m
+    - RH200
+    - RH500
+    - RH850
+    - TMP200
+    - TMP2m
+    - TMP500
+    - TMP850
+    - UGRD10m
+    - UGRD200
+    - UGRD500
+    - UGRD850
+    - VGRD10m
+    - VGRD200
+    - VGRD500
+    - VGRD850
+    - air_temperature_0
+    - air_temperature_1
+    - air_temperature_2
+    - air_temperature_3
+    - air_temperature_4
+    - air_temperature_5
+    - air_temperature_6
+    - air_temperature_7
+    - eastward_wind_0
+    - eastward_wind_1
+    - eastward_wind_2
+    - eastward_wind_3
+    - eastward_wind_4
+    - eastward_wind_5
+    - eastward_wind_6
+    - eastward_wind_7
+    - h50
+    - h500
+    - h850
+    - land_fraction
+    - northward_wind_0
+    - northward_wind_1
+    - northward_wind_2
+    - northward_wind_3
+    - northward_wind_4
+    - northward_wind_5
+    - northward_wind_6
+    - northward_wind_7
+    - ocean_fraction
+    - sea_ice_fraction
+    - soil_moisture_0
+    - soil_moisture_1
+    - soil_moisture_2
+    - soil_moisture_3
+    - specific_total_water_0
+    - specific_total_water_1
+    - specific_total_water_2
+    - specific_total_water_3
+    - specific_total_water_4
+    - specific_total_water_5
+    - specific_total_water_6
+    - specific_total_water_7
+    - surface_temperature
+    - total_water_path
+  window_names:
+    - DLWRFsfc
+    - DSWRFsfc
+    - DSWRFtoa
+    - LHTFLsfc
+    - PRATEsfc
+    - SHTFLsfc
+    - ULWRFsfc
+    - ULWRFtoa
+    - USWRFsfc
+    - USWRFtoa
+    - global_mean_co2
+    - prescribed_mixed_layer_depth
+    - prescribed_qflux
+    - tendency_of_total_water_path
+    - tendency_of_total_water_path_due_to_advection
+    - total_frozen_precipitation_rate
+  constant_prefixes:
+    - ak_
+    - bk_
+    - HGTsfc
+    - grid_xt
+    - grid_yt