Add notebook for HRES 0.1 deg predictions

.pre-commit-config.yaml

@@ -42,3 +42,5 @@ repos:
     rev: "v1.11.0"
     hooks:
     - id: mypy
+      additional_dependencies:
+          - "types-requests"

aurora/model/aurora.py

@@ -2,6 +2,7 @@
 
 import contextlib
 import dataclasses
+import warnings
 from datetime import timedelta
 from functools import partial
 from typing import Optional
@@ -112,6 +113,14 @@ def __init__(
         self.surf_stats = surf_stats or dict()
         self.autocast = autocast
 
+        if self.surf_stats:
+            warnings.warn(
+                f"The normalisation statics for the following surface-level variables are manually "
+                f"adjusted: {', '.join(sorted(self.surf_stats.keys()))}. "
+                f"Please ensure that this is right!",
+                stacklevel=2,
+            )
+
         self.encoder = Perceiver3DEncoder(
             surf_vars=surf_vars,
             static_vars=static_vars,