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TropiCycloneNet-Dataset
=======================

Overview
--------

The current TropiCycloneNet-Dataset alignment uses a metadata-backed storm-history adapter over the shared synthetic tropical-cyclone dataset.

It exists today to support the public TropiCycloneNet smoke benchmark path.

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

         Tropical Cyclone

      .. 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

         1

      .. container:: catalog-stat-note

         1 model


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

**Shared benchmark key:** ``tc``

**Registered class:** ``TropicalCycloneBenchmark``

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

:doc:`Tropical Cyclone Benchmark </benchmarks/tropical_cyclone_benchmark>`

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

`TropiCycloneNet-Dataset <https://github.com/xiaochengfuhuo/TropiCycloneNet-Dataset>`_.

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

   - Track + Intensity

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

   - ``track_error``
   - ``intensity_mae``

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

   - ``tropicyclonenet_smoke.yaml``

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

   :doc:`TropiCycloneNet </modules/models_tropicyclonenet>`.