WRF-SFIRE Adapter¶

Overview¶

wrf_sfire approximates simulator-style spread transport with a fixed diffusion and terrain-moisture modulation layer.

At a Glance¶

Hazard Family

Wildfire

Public catalog grouping used for this model.

Maturity

Implemented

Catalog maturity label used on the index page.

Tasks

Spread

Benchmark Family

Wildfire Benchmark

Primary benchmark-family link used for compatible evaluation coverage.

Description¶

wrf_sfire approximates simulator-style spread transport with a fixed diffusion and terrain-moisture modulation layer.

The PyHazards adapter is designed for consistent smoke benchmarking rather than full physical simulation.

Benchmark Compatibility¶

Primary benchmark family: Wildfire Benchmark

Mapped benchmark ecosystems: WildfireSpreadTS

External References¶

Paper: Coupled atmosphere-wildland fire modeling with WRF 3.3 and SFIRE 2011 | Repo: Repository

Registry Name¶

Primary entrypoint: wrf_sfire

Supported Tasks¶

Spread

Programmatic Use¶

import torch
from pyhazards.models import build_model

model = build_model(name="wrf_sfire", task="segmentation", in_channels=12)
logits = model(torch.randn(2, 12, 16, 16))
print(logits.shape)

Notes¶

This smoke-path adapter keeps the simulator slot benchmarkable without external binaries.