| # Data Sources |
|
|
| This repository does not redistribute raw data. The table below records the |
| resources used by the paper, their role in the experiments, and public access |
| entry points. Users must obtain each source under its own terms. |
|
|
| | Source | Role in paper | Public access entry point | |
| |---|---|---| |
| | NOAA High-Resolution Rapid Refresh (HRRR) | Dynamic weather fields for the California regional gridded occupancy inputs. | NOAA/NCEI HRRR product page: <https://www.ncei.noaa.gov/products/weather-climate-models/high-resolution-rapid-refresh>; AWS Open Data archive: <https://registry.opendata.aws/noaa-hrrr-pds/>. | |
| | NASA FIRMS active-fire detections | Active-fire detections used to derive gridded occupancy labels. | FIRMS download and API services: <https://firms.modaps.eosdis.nasa.gov/download/> and <https://firms.modaps.eosdis.nasa.gov/api/>. | |
| | LANDFIRE 40 Fire Behavior Fuel Models | Static fuel layer used in the FireWx-FM gridded input. | LANDFIRE data access portal: <https://landfire.gov/data>. | |
| | LANDFIRE Forest Canopy Cover | Static canopy layer used in the FireWx-FM gridded input. | LANDFIRE data access portal: <https://landfire.gov/data>. | |
| | Wildfire Risk to Communities housing-unit density | Static exposure layer used in the FireWx-FM gridded input. | Wildfire Risk to Communities data access: <https://wildfirerisk.org/download/>. | |
| | LandScan Global 2024 | Static population layer used in the FireWx-FM gridded input. | Oak Ridge National Laboratory LandScan access: <https://landscan.ornl.gov/>. | |
| | WFIGS incident/perimeter attributes | Event-level incident metadata for supporting burned-area and analog tasks. | NIFC Open Data portal for WFIGS layers: <https://data-nifc.opendata.arcgis.com/>. | |
| | MTBS burned area and burn severity | Event-scale burned-area and burn-severity records for supporting tasks. | MTBS data access and direct download pages: <https://www.mtbs.gov/> and <https://www.mtbs.gov/direct-download>. | |
| | Earth-FM/backbone sources | Frozen feature sources for transferred Earth-FM comparisons. | Original model providers and their terms. Examples include Hugging Face model cards, model-provider GitHub repositories, and provider-hosted model files. | |
|
|
| ## Notes |
|
|
| - The paper places gridded resources on a projected 5 km EPSG:5070 grid. |
| - The bundled artifacts contain summary values only. They are not a substitute |
| for the original data. |
| - Full raw-data reruns require users to obtain each source independently and to |
| construct the intermediate grids/features described in the paper. |
| - Access mechanisms and licensing can change. The links above are entry points, |
| not redistributed copies. |
|
|
