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:class: dataset-list

* - :doc:`merra2 <datasets/merra2>`
- Global atmospheric reanalysis from NASA GMAO MERRA-2 (overview <https://gmao.gsfc.nasa.gov/gmao-products/merra-2/>), widely used as hourly gridded meteorological drivers for hazard modeling; see Gelaro et al. (2017) <https://journals.ametsoc.org/view/journals/clim/30/14/jcli-d-16-0758.1.xml>.
- Global atmospheric reanalysis from NASA GMAO MERRA-2 (`overview <https://gmao.gsfc.nasa.gov/gmao-products/merra-2/>`_), widely used as hourly gridded meteorological drivers for hazard modeling; see `Gelaro et al. (2017) <https://journals.ametsoc.org/view/journals/clim/30/14/jcli-d-16-0758.1.xml>`_.

* - :doc:`era5 <datasets/era5>`
- ECMWF ERA5 reanalysis served via the Copernicus CDS <https://cds.climate.copernicus.eu/datasets/reanalysis-era5-single-levels?tab=overview>, providing hourly single-/pressure-level variables for benchmarks and hazard covariates; see Hersbach et al. (2020) <https://rmets.onlinelibrary.wiley.com/doi/10.1002/qj.3803>.
- ECMWF ERA5 reanalysis served via the `Copernicus CDS <https://cds.climate.copernicus.eu/datasets/reanalysis-era5-single-levels?tab=overview>`_, providing hourly single-/pressure-level variables for benchmarks and hazard covariates; see `Hersbach et al. (2020) <https://rmets.onlinelibrary.wiley.com/doi/10.1002/qj.3803>`_.

* - :doc:`noaa_flood <datasets/noaa_flood>`
- Flood-related event reports from the NOAA Storm Events Database <https://www.ncei.noaa.gov/products/storm-events-database>_ (time, location, impacts), commonly used for event-level labeling and impact analysis; see NCEI record (C00648) <https://www.ncei.noaa.gov/access/metadata/landing-page/bin/iso?id=gov.noaa.ncdc:C00648>_.
- Flood-related event reports from the `NOAA Storm Events Database <https://www.ncei.noaa.gov/products/storm-events-database>_` (time, location, impacts), commonly used for event-level labeling and impact analysis; see `NCEI record <https://www.ncei.noaa.gov/access/metadata/landing-page/bin/iso?id=gov.noaa.ncdc:C00648>`_(C00648).

* - :doc:`firms <datasets/firms>`
- Near-real-time active fire detections from NASA FIRMS <https://firms.modaps.eosdis.nasa.gov/>_ (MODIS/VIIRS), used for operational monitoring and as wildfire occurrence labels; see Schroeder et al. (2014) <https://doi.org/10.1016/j.rse.2013.08.008>_.
- Near-real-time active fire detections from `NASA FIRMS <https://firms.modaps.eosdis.nasa.gov/>`_ (MODIS/VIIRS), used for operational monitoring and as wildfire occurrence labels; see `Schroeder et al. (2014) <https://doi.org/10.1016/j.rse.2013.08.008>`_.

* - :doc:`mtbs <datasets/mtbs>`
- US wildfire perimeters and burn severity layers from MTBS <https://burnseverity.cr.usgs.gov/>_ (Landsat-derived), used for post-fire assessment and long-term regime studies; see Eidenshink et al. (2007) <https://doi.org/10.4996/fireecology.0301003>_.
- US wildfire perimeters and burn severity layers from `MTBS <https://burnseverity.cr.usgs.gov/>`_ (Landsat-derived), used for post-fire assessment and long-term regime studies; see `Eidenshink et al. (2007) <https://doi.org/10.4996/fireecology.0301003>`_.

* - :doc:`landfire <datasets/landfire>`
- Nationwide fuels and vegetation layers from the USFS LANDFIRE <https://landfire.gov/>_ program, often used as static landscape covariates for wildfire behavior and risk modeling; see the program overview <https://research.fs.usda.gov/firelab/products/dataandtools/landfire-landscape-fire-and-resource-management-planning>_.
- Nationwide fuels and vegetation layers from the `USFS LANDFIRE <https://landfire.gov/>`_ program, often used as static landscape covariates for wildfire behavior and risk modeling; see `the program overview <https://research.fs.usda.gov/firelab/products/dataandtools/landfire-landscape-fire-and-resource-management-planning>`_.

* - :doc:`wfigs <datasets/wfigs>`
- Authoritative incident-level wildfire records from the U.S. interagency WFIGS <https://data-nifc.opendata.arcgis.com/>_ ecosystem (ignition, location, status, extent), commonly used as ground-truth labels for wildfire occurrence.
- Authoritative incident-level wildfire records from the `U.S. interagency WFIGS <https://data-nifc.opendata.arcgis.com/>`_ ecosystem (ignition, location, status, extent), commonly used as ground-truth labels for wildfire occurrence.

* - :doc:`goesr <datasets/goesr>`
- High-frequency geostationary multispectral imagery from the NOAA GOES-R series <https://www.goes-r.gov/>_, supporting continuous monitoring (e.g., smoke/thermal context) and early detection workflows when paired with fire and meteorology datasets.
- High-frequency geostationary multispectral imagery from the `NOAA GOES-R series <https://www.goes-r.gov/>`_, supporting continuous monitoring (e.g., smoke/thermal context) and early detection workflows when paired with fire and meteorology datasets.

.. toctree::
:maxdepth: 1
:hidden:

datasets/merra2
datasets/era5
datasets/noaa_flood
datasets/firms
datasets/mtbs
datasets/landfire
datasets/wfigs
datasets/goesr



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