As climate change shifts patterns and makes extreme events unpredictable, quicker and more accurate predictions are necessary.
that 2022’s natural disasters cost the United States more than $160 billion. Planning for and forecasting these events could potentially save lives and allow agencies to allocate funding for emergency preparedness.that the tool’s accuracy could support those efforts. During testing, NowcastNet predicted rainfall up to three hours beforehand, making it an especially important tool for extreme weather prediction.
Other widely used models, like“The forecasts made by NowcastNet are judged by expert meteorologists to be more accurate and instructive than pySTEPS, DGMR or other deep-learning systems,” theWe’re currently in the early stages of developing and deploying machine learning to accurately predict incoming extreme weather. But it’s hard to predict how the continued development of these AI tools will affect forecasting.
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