Near-Real-Time Environmental Data Services

Alaska's lakes drain in hours, and the Arctic thaw map now refreshes in near-real time

Old aerial photos plus AI lake detection turn permafrost thaw into something a siting decision can query. Detection is not attribution: snowmelt and beaver dams look the same to the detector.