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

Kind

Ecosystem

Family benchmark or external ecosystem view.

Hazard Family

Wildfire

Public hazard grouping used on the benchmark index page.

Support Status

Synthetic-backed

Current maturity of the adapter or evaluator path.

Linked Models

5

5 models

Benchmark Mapping

Shared benchmark key: wildfire

Registered class: WildfireBenchmark

Mapped benchmark family

Wildfire Benchmark

Primary Source

WildfireSpreadTS: A Dataset of Multi-Modal Time Series for Wildfire Spread Prediction (repo).

Supported Tasks

• Spread

Key Metrics

• iou

• f1

• burned_area_mae

Smoke Configs

• wildfire_spread_smoke.yaml

• wildfirespreadts_smoke.yaml

• forefire_smoke.yaml

• wrf_sfire_smoke.yaml

• firecastnet_smoke.yaml

Linked Models

CNN-ASPP, WildfireSpreadTS, ForeFire Adapter, WRF-SFIRE Adapter, FireCastNet.