Knowledge map › Resilience, Security & Preparedness
Civil protection & population preparedness
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Good practice
★ 87
Singapore's National Environment Agency runs a peer-reviewed machine-learning system that forecasts dengue cases up to three months ahead. In the 2013 outbreak …
Good practice
★ 80
Since 2020, Google Research's machine-learning flood model — which forecasts river levels even in ungauged basins — has combined with Bangladesh Water …
Good practice
★ 74
Since 2004, femLINKpacific's Women's Weather Watch connects rural Fijian women via SMS and radio to the Fiji Met Office. By 2016, it …
Good practice
★ 67
Researchers at the University of Sussex and Kenya's RCMRD built machine-learning models forecasting NDMA's official VCI3M drought indicator up to 6 weeks …
Good practice
★ 60
In October 2024, the Philippines' PAGASA and ASTI deployed Southeast Asia's first live AI weather system with US firm Atmo: forecast runtime …
Good practice
★ 60
FAO and Timor-Leste's government built an XGBoost-corrected seasonal drought index that triggered the country's first Anticipatory Action protocol in October 2023, matching …