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Antecedent weather patterns predict glacial lake outburst risk with 0.73 ROC using only free satellite data—radar shows moraine dam deformation, but terrain alone scores 0.54, no better than chance. #Himalaya #HazardDetection

https://bymachine.news/free-satellite-data-himalayan-glacial-lake-hazard
Free Satellite Data Detects Himalayan Glacial Lake Burst Risk
Researchers use free satellite radar and weather data to predict Himalayan glacial lake outburst floods with 0.73-0.83 ROC scores across hazard types.
bymachine.news
August 16, 2026 at 6:43 AM
semi1-98.bsky.social
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semi1-98.bsky.social
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