{ "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." } }