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"name": "us_wildfire_size",
"kind": "tabular",
"params": {},
"split": {
"standardize": true
},
"split_mode": "predefined",
"counts": {
"train": 25000,
"validation": 1000,
"test": 1000000
},
"n_samples": 1026000,
"sample_shape": [
1
],
"seed": 0,
"normalization": "Per-coordinate training mean and standard deviation; zero deviations replaced by one.",
"source": {
"filename": "us_wildfire_size.pt",
"sha256": "956da0a080086dcf598ec633a292e619856bbb6389d0548e092f7248087a9e19",
"url": "https://apps.fs.usda.gov/arcx/rest/services/EDW/EDW_FireOccurrenceCurrentEdition_01/MapServer/0/query",
"columns": [
"fire_size"
],
"units": "acres",
"description": "Final sizes of distinct positive-size U.S. wildfires from FPA-FOD"
},
"provenance": {
"origin": "USDA Forest Service FPA-FOD current-edition fire occurrences",
"source_url": "https://apps.fs.usda.gov/arcx/rest/services/EDW/EDW_FireOccurrenceCurrentEdition_01/MapServer/0/query",
"preparation_script": "datasets/3_us_wildfire_size_dataset.py",
"preparation": "Sample distinct 1992\u20132024 records with positive final fire size, retain size in acres, and randomly split 25,000/1,000/1,000,000 records."
}
}
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