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Oneweek data training #15

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kbooker79 merged 4 commits into from
Oct 24, 2025
Merged

Oneweek data training #15

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32e0d60
Creating one week training datasets
Oct 23, 2025
bf5e40f
one week dataset for traning and testing pipeline
Oct 23, 2025
82bae48
updated dates
Oct 23, 2025
5c20520
Merge branch 'main' into oneweek-data-training
mariahpope Oct 23, 2025
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6 changes: 3 additions & 3 deletions nested_eagle/scientific_workflow/data/gfs.yaml
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Original file line number Diff line number Diff line change
Expand Up @@ -12,7 +12,7 @@ multisource:
name: gfs_archive # make 2015-02-01T06 for full run
t0:
start: 2022-02-01T06
end: 2024-01-31T18
end: 2022-02-07T18
freq: 6h

fhr:
Expand Down Expand Up @@ -65,7 +65,7 @@ multisource:
name: gfs_archive
t0:
start: 2022-02-01T00 # make 2015-02-01T00 for full run
end: 2024-01-31T12
end: 2022-02-07T12
freq: 6h

fhr:
Expand Down Expand Up @@ -94,7 +94,7 @@ target:
compute_temporal_residual_statistics: True
statistics_period:
start: 2022-02-01T06 # make 2015-02-01T06 for full run
end: 2023-01-31T18
end: 2022-02-05T12
forcings:
- cos_latitude
- sin_latitude
Expand Down
6 changes: 3 additions & 3 deletions nested_eagle/scientific_workflow/data/hrrr.yaml
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Expand Up @@ -12,7 +12,7 @@ multisource:
name: aws_hrrr_archive
t0:
start: 2022-02-01T06 # make 2015-02-01T06 for full run
end: 2024-01-31T18
end: 2022-02-07T18
freq: 6h

fhr:
Expand Down Expand Up @@ -68,7 +68,7 @@ multisource:
name: aws_hrrr_archive
t0:
start: 2022-02-01T00 # make 2015-02-01T00 for full run
end: 2024-01-31T12
end: 2022-02-07T12
freq: 6h

fhr:
Expand All @@ -94,7 +94,7 @@ target:
compute_temporal_residual_statistics: True
statistics_period:
start: 2022-02-01T06 # make 2022-02-01T06 for full run
end: 2023-01-31T18
end: 2022-02-05T12
forcings:
- cos_latitude
- sin_latitude
Expand Down
6 changes: 3 additions & 3 deletions nested_eagle/scientific_workflow/inference/inference.yaml
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Expand Up @@ -9,6 +9,6 @@ input_dataset_kwargs:
min_distance_km: 0
output_path: inference_files

start_date: 2023-06-01T06
end_date: 2023-07-01T12
freq: 54h
start_date: 2022-02-05T12
end_date: 2022-02-07T12
freq: 6h
10 changes: 5 additions & 5 deletions nested_eagle/scientific_workflow/training/config.yaml
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Expand Up @@ -83,13 +83,13 @@ dataloader:
min_distance_km: 0
training:
start: 2022-02-01
end: 2023-01-31
end: 2022-02-05
validation:
start: 2023-02-01
end: 2024-01-31
start: 2022-02-05
end: 2022-02-07
test:
start: 2023-02-01
end: 2024-01-31
start: 2022-02-08
end: 2022-02-10

diagnostics:
log:
Expand Down
6 changes: 3 additions & 3 deletions nested_eagle/scientific_workflow/validation/postprocess_lam.yaml
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Expand Up @@ -20,6 +20,6 @@ levels:
- 500
- 850

start_date: 2023-06-01T06
end_date: 2023-06-30T12
freq: 54h
start_date: 2022-02-05T12
end_date: 2022-02-07T12
freq: 6h
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