update config

config/inference.yml

@@ -1,14 +1,14 @@
 model: "hrrr"
 evidential: True
-ML_model_path: "/glade/p/cisl/aiml/ai2es/winter_ptypes/models/evidential_weighted"
-input_scaler_file: "input.json"
-out_path: "/glade/work/username/ptype_real_time/2023-11-17/"
+ML_model_path: "/glade/derecho/scratch/cbecker/evi_model_ptype_050124.keras"
+input_scaler_file: "/glade/derecho/scratch/cbecker/evi_scaler.json"
+out_path: "/glade/derecho/scratch/username/ptype_real_time/central_region/"
 drop_input_data: False
 add_interp_data: True
 n_processors: 18      # Only used if use_dask=False (dask has its own parameters at bottom of config)
 use_dask: False
 save_format: "netcdf"   # Supports "zarr" and "netcdf"
-extent: [-115, -110, 32, 35]  # [min_lon, max_lon, min_lat, max_lat] or "full"
+extent: [-108, -89, 36, 48]  # [min_lon, max_lon, min_lat, max_lat] or "full"
 dates:
   most_recent: True
   start: "2022-02-03 00:00" # ignore if most_recent is True
@@ -20,6 +20,8 @@ forecast_range:
   end: 18
   interval: 1
 
+ml_atm_varaibles: ['t', 'dpt']
+
 height_levels:
   low: 0
   high: 5000
@@ -31,22 +33,34 @@ variables:
       isobaricInhPa: ["t", "u", "v", "r", "gh"]
       surface: ["orog", "crain", "csnow", "cicep", "cfrzr"]
       heightAboveGround: ["t2m", "d2m", "u10", "v10"]
-      product: "awp130pgrb"
+      kwargs:
+        product: "awp130pgrb"
     hrrr:
       isobaricInhPa: ["t", "u", "v", "dpt", "gh"]
-      surface: ["orog", "crain", "csnow", "cicep", "cfrzr"]
+      surface: ["orog", "sp", "crain", "csnow", "cicep", "cfrzr", "tp"]
+      atmosphere: ["refc"]
       heightAboveGround: ["t2m", "d2m", "u10", "v10"]
-      product: "prs"
+      kwargs:
+        product: "prs"
     gfs:
       isobaricInhPa: [ "t", "u", "v", "q", "gh" ]
       surface: ["orog", "crain", "csnow", "cicep", "cfrzr"]
       heightAboveGround: [ "t2m", "d2m", "u10", "v10" ]
-      product: "pgrb2.0p25"
+      kwargs:
+        product: "pgrb2.0p25"
     nam:
       isobaricInhPa: [ "t", "u", "v", "dpt", "gh" ]
       surface: ["orog", "crain", "csnow", "cicep", "cfrzr"]
       heightAboveGround: [ "t2m", "d2m", "u10", "v10" ]
-      product: "conusnest.hiresf"
+      kwargs:
+        product: "conusnest.hiresf"
+    gefs:
+      isobaricInhPa: [ "t", "u", "v", "q", "gh" ]
+      surface: [ "orog", "crain", "csnow", "cicep", "cfrzr" ]
+      heightAboveGround: [ "t2m", "d2m", "u10", "v10" ]
+      kwargs:
+        product: "wave"
+        member: "p11"
 
 dask_params:
   PBS: