{"id":7756,"date":"2025-03-30T15:31:00","date_gmt":"2025-03-30T09:31:00","guid":{"rendered":"https:\/\/kglabs.org\/?page_id=7756"},"modified":"2026-05-06T20:13:17","modified_gmt":"2026-05-06T14:13:17","slug":"climate-change","status":"publish","type":"page","link":"https:\/\/kglabs.org\/ru\/climate-change\/","title":{"rendered":"Climate Change"},"content":{"rendered":"\n
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Focus Area \/ Climate Change<\/p>\n\n\n\n

Glaciers, Heatwaves, and What AI Can See<\/h1>\n\n\n\n

KG Labs leads climate AI research in the Third Pole \u2014 testing machine learning architectures on terrain that most global weather models treat as a calibration gap. The work began with heatwave prediction and has since evolved toward glacial lake outburst flood forecasting.<\/p>\n\n\n\n

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489,000<\/p>\n\n\n\n

heat-related deaths\/year (WHO 2019)<\/p><\/p>\n<\/div>\n\n\n\n

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30%<\/p>\n\n\n\n

glacial volume lost, Tien Shan since 1960<\/p><\/p>\n<\/div>\n\n\n\n

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4 km<\/p>\n\n\n\n

resolution of current AI forecast models<\/p><\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n

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Posts<\/p>\n\n\n\n

Research & Writing<\/h2>\n\n\n\n
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AI Research \u00b7 Third Pole \u00b7 May 2025<\/p>\n\n\n\n

What the Mountain Already Knows<\/a><\/h3>\n\n\n\n

KG Labs and the Vector Institute tested two AI architectures on Kyrgyzstan’s high-mountain terrain \u2014 beginning with heatwave prediction and evolving toward glacial lake outburst flood forecasting.<\/p>\n<\/div>\n<\/div>\n\n\n\n

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Edge AI \u00b7 Climate \u00b7 April 2025<\/p>\n\n\n\n

EdgeAI for Climate Resilience<\/a><\/h3>\n\n\n\n

Deploying TinyML and LoRaWAN sensor networks in low-infrastructure mountain environments \u2014 a framework for disaster forecasting where connectivity is intermittent and compute is scarce.<\/p>\n<\/div>\n<\/div>\n\n\n\n

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Programme \u00b7 Climate AI<\/p>\n\n\n\n

AI for Climate Action<\/a><\/h3>\n\n\n\n

The programme overview: how KG Labs frames AI-assisted climate monitoring and early warning as applied research in under-instrumented mountain terrain.<\/p>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n

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ClimateTech & Resilience<\/p>\n\n\n\n

View all \u2192<\/a><\/p>\n<\/div>\n\n\n\n