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Satellite Tracking of Wildfires

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Satellite image of Cuba's fires

Project contributed by Zesty.ai

Early detection of wildfires and tracking their spread in real-time is extremely important for suppression efforts and resource planning. Unfortunately, current satellite based systems rely on looking at whether heat signatures are above a certain threshold – this results in many false positives (eg. industrial equipment and reflectance of solar panels can trigger these systems). Can you help develop a system that reduces false positives to improve early detection of fires and track their spread in near-real time? 

Data sources:

Current NASA fire detection system
GOES satellite imagery
MODIS satellite imagery
Wildfire Perimeter Information (dates and locations of wildfires)