Nicheloom

Market intelligence for builders — see what's gaining traction before it's crowded.

Burn Scar Detection

Real-time wildfire mapping from satellite data

Details

External ID
1246720
Source
PH
Company
—
Product
Burn Scar Detection
Website domain
producthunt.com
Launched
Sept. 11, 2026
Cohort
—
Upvotes
1
Upvotes percentile
0.30815693820825313
Tags
Analytics, Space, Tech
Fetched at
Sept. 13, 2026, 1:01 a.m.
Updated at
Sept. 13, 2026, 1:01 a.m.

Description

An Earth observation tool that turns Sentinel-2 and Landsat imagery into instant burn scar maps. Pick a location and date, and it pulls the closest satellite pass, runs Normalized Burn Ratio analysis, and classifies burned area — with before/after swipe comparison and downloadable GeoTIFFs for GIS work. Layer in live NASA FIRMS fire hotspots (VIIRS/MODIS) to track active fires alongside historical damage assessment.

Enrichment

Theme
space and geospatial visualization tools
Vertical
Energy & climate
Function
Analytics & BI
Audience
B2B
AI stance
AI feature
Project type
Commercial product
Normalized one-liner
wildfire mapping from satellite data
Manually corrected
False

Could you build this?

Yes Public satellite imagery is freely accessible via open STAC APIs, and calculating the Normalized Burn Ratio is a standard raster calculation easily implemented with Python geospatial libraries.

Competitors

Other products that read as similar to this one — 44 launches clear the similarity bar, closest 8 shown.

Attention rank: #26 of 45 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 275 days after the earliest competitor.

Other launches for this product

Same idea, different domain

Nobody's really built a analytics & bi tool for Legal yet.