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WildfireSpreadTS
================

Overview
--------

WildfireSpreadTS is the public wildfire benchmark ecosystem surfaced from Appendix A.

The current repo uses a synthetic temporal spread dataset to exercise the same spread-task contract for WildfireSpreadTS-style evaluation.

At a Glance
-----------

.. grid:: 1 2 4 4
   :gutter: 2
   :class-container: catalog-grid

   .. grid-item-card:: Kind
      :class-card: catalog-stat-card

      .. container:: catalog-stat-value

         Ecosystem

      .. container:: catalog-stat-note

         Family benchmark or external ecosystem view.

   .. grid-item-card:: Hazard Family
      :class-card: catalog-stat-card

      .. container:: catalog-stat-value

         Wildfire

      .. container:: catalog-stat-note

         Public hazard grouping used on the benchmark index page.

   .. grid-item-card:: Support Status
      :class-card: catalog-stat-card

      .. container:: catalog-stat-value

         :bdg-info:`Synthetic-backed`

      .. container:: catalog-stat-note

         Current maturity of the adapter or evaluator path.

   .. grid-item-card:: Linked Models
      :class-card: catalog-stat-card

      .. container:: catalog-stat-value

         5

      .. container:: catalog-stat-note

         5 models


Benchmark Mapping
-----------------

**Shared benchmark key:** ``wildfire``

**Registered class:** ``WildfireBenchmark``

Mapped benchmark family
~~~~~~~~~~~~~~~~~~~~~~~

:doc:`Wildfire Benchmark </benchmarks/wildfire_benchmark>`

Primary Source
~~~~~~~~~~~~~~

`WildfireSpreadTS: A Dataset of Multi-Modal Time Series for Wildfire Spread Prediction <https://openreview.net/forum?id=RgdGkPRQ03>`_ (`repo <https://github.com/SebastianGer/WildfireSpreadTS>`__).

.. dropdown:: Supported Tasks
   :class-container: catalog-dropdown

   - Spread

.. dropdown:: Key Metrics
   :class-container: catalog-dropdown

   - ``iou``
   - ``f1``
   - ``burned_area_mae``

.. dropdown:: Smoke Configs
   :class-container: catalog-dropdown

   - ``wildfire_spread_smoke.yaml``
   - ``wildfirespreadts_smoke.yaml``
   - ``forefire_smoke.yaml``
   - ``wrf_sfire_smoke.yaml``
   - ``firecastnet_smoke.yaml``

.. dropdown:: Linked Models
   :class-container: catalog-dropdown

   :doc:`CNN-ASPP </modules/models_wildfire_aspp>`, :doc:`WildfireSpreadTS </modules/models_wildfirespreadts>`, :doc:`ForeFire Adapter </modules/models_forefire>`, :doc:`WRF-SFIRE Adapter </modules/models_wrf_sfire>`, :doc:`FireCastNet </modules/models_firecastnet>`.