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Tag: ai model

AI Emerges As Game-Changer in Climate Adaptation Transforming Complex Risk Analysis at Global

AI Emerges As Game-Changer in Climate Adaptation Transforming Complex Risk Analysis at Global

Breaking News, Disasters, Idea & Innovations
The power of AI lies in its ability to process vast amounts of data quickly and accurately, predicting climate impacts with unprecedented precision. According to the World Meteorological Organization, AI is revolutionizing earth system predictions, enhancing the accuracy of weather forecasts, and improving disaster management. Tech giants like Google and Microsoft are harnessing AI to advance flood forecasting, wildfire tracking, and public health monitoring. Despite their potential, these models are yet to be fully operationalized in developing countries where they are most needed. In response, the United Nations Economic and Social Commission for Asia and the Pacific (ESCAP) is leveraging AI through initiatives like the Asia Pacific Risk and Resilience Portal. This platform uses AI-dr...
Oak Ridge National Laboratory’s Advanced 3D Modeling Framework for Predicting Flood Risks

Oak Ridge National Laboratory’s Advanced 3D Modeling Framework for Predicting Flood Risks

Breaking News, Disasters, Idea & Innovations
Scientists at the Department of Energy's Oak Ridge National Laboratory (ORNL) have developed a cutting-edge 3D modeling framework to predict long-term flooding risks by capturing the intricate dynamics of water flow across landscapes. This tool is designed to provide crucial insights into community vulnerabilities as climate conditions change, specifically for urban areas like Southeast Texas. Framework Overview The model offers powerful capabilities for urban planning, generating robust estimates of both frequent and rare flood events by simulating physical processes that turn rainfall into runoff. By incorporating factors such as land cover, soil properties, and land slope, along with population density data, the framework provides a comprehensive perspective on flood risks across ...