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CLUSTER FIRE-RISK-INTERACTIVE · 7 ENTRIES · EARLIEST ENTRY 2026-08-11

Wildfire risk prediction platforms

This cluster comprises geospatial software platforms that predict wildfire or peatland fire risk using historical data, live weather, and machine learning, typically rendering results through interactive maps. The cluster's dated history is too thin to read a shape from, predating the index or having undated members. Among the cluster's projects, pfrsim leads on traction, followed by forest_fire and Sipi_incendios.

Entry timeline

ENTRY TIMELINE

AUG 2026: 2SEP 2026: 3OCT 2026: 2
AUG 2026OCT 2026

Each bar is the month a member carries, which is a creation date where the source published one and a crawl date otherwise. Nothing in the index was found before 11 August 2026, and coverage broadened sharply on 14–15 August, so a bar from then on reports how much we found that month, not how much was built; an earlier bar reports how far back a member's own source dated it — not how long we have been watching.

Members by activity

Activity signals, not revenue.

Build origin · 1 hand-coded · 6 unlabelled

Operator · 3 hobby · 1 indie · 3 unlabelled

Two labels per entry, never collapsed into one: how it was built, and who stands behind it. Counted over the 7 listed below. Unlabelled means nothing has decided yet — not that the answer is small.

  1. 01pfrsim1★1 mo—Desktop application that simulates and forecasts tropical peatland fire risk with 3D terrain and time series visualization.
  2. 02forest_fire0★12 days—hobbyForest fire risk monitoring platform that predicts susceptibility and simulates fire spread through interactive maps.
  3. 03observation-check0★15 daysliveindieWildfire risk intelligence service that scores wildfire danger for outdoor operations and returns evidence for autonomous agents.
  4. 04Sipi_incendios2★1 mo—hand-codedInteractive geospatial web platform that predicts forest fire risk across Chile by combining historical records, land use, topography, and live weather data with explainable machine learning.
  5. 05igniscontrol2★1 mo—hobbyWeb application for wildfire risk modeling that trains models from uploaded datasets, runs risk predictions, and prioritizes firefighting resources.
  6. 06firewatch1★1 mo—hobbyReal-time wildfire risk intelligence platform that aggregates federal data into an interactive county-level map.
  7. 07Datasette: ca-fires0★unknownliveWeb tool for browsing and querying a dataset of California wildfire records through an interactive interface.

Ranked by traction, highest first, and paged 20 at a time — this is a window on the cluster, never the whole of it. Ties are broken by a stable id so a product cannot appear on two pages or fall between them. Browse every cluster.