Alternatives
Products that do what Wildfire Risk Assessment Tool does
Free wildfire risk assessment tool
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2025 · github.com
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I've been working on this project for about 4 years. It began as terrain only because world wide elevation data was publicly available. I then added buildings from OpenStreetMap (crowd sourced) and more recently from Overture Maps data. Some computer vision/machine learning advancements [1] in the past few years have made it possible to estimate tree canopy heights using satellite imagery alone making it possible to finally add trees to the map. The data isn't perfect, but it's within +/- 3 meters of so. Good enough to give a general idea for any location on Earth. Happy to answer…
2024 · shademap.app
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I built Signet in Go to see if an autonomous system could handle the wildfire monitoring loop that people currently run by hand - checking satellite feeds, pulling up weather, looking at terrain and fuels, deciding whether a detection is actually a fire worth tracking. All the data already exists: NASA FIRMS thermal detections, GOES-19 imagery, NWS forecasts, LANDFIRE fuel models, USGS elevation, Census population data, OpenStreetMap. The problem is it arrives from different sources on different cadences in different formats. Most of the system is deterministic plumbing - ingestion, spatial…
Mar 2026 · signet.watch
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Track, prepare for, and prevent wildfires across BC and AB
May 2026 · wildfire-ready.app
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2023 · fire.picheta.me
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Instant fire, smoke & no-fire detection from images
Nov 2025 · forestfire.osnaren.com
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- 16FWForest Watch▲72
Keep track of forests in your area by viewing changes in tree cover over time. I’ve build this as a demo of what you can do with the ArcGIS library and the geo data that is offered by Global Forest Watch and Esri. Don’t forget to click the history button. Works best on desktop! The demo is build with React and open source: https://github.com/vnglst/koenvangilst.nl/tree/main/app/(bla...
2024 · koenvangilst.nl
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2025 · fulton-ring.github.io
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Hi HN, I built Firenum because most FIRE calculators I found were either too simplistic or required uploading my entire financial life to a third-party server. I wanted a comprehensive suite that could model more than just the 4% rule. This tool handles Coast, Lean, Fat, and Barista FIRE, but more importantly, it lets you model 'what-if' scenarios like market crashes or major life events to see how they impact your timeline. Key features: -> Privacy-First: No signup required. All calculations and data persistence happen in your local storage. Nothing is sent to a backend. -> Scenario…
Feb 2026 · firenum.com
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