Posts tagged weather forecasting
Can Artificial Intelligence Help the State of California Fend Off Atmospheric River Storms?

The last winter season has witnessed unprecedented weather conditions across the state of California, driven by a series of over 30 atmospheric river storms from October through March. The impact is two-sided. On one hand, the aquatic deluge has brought much-needed rain and snow to the drought-stricken state, hence alleviating the ongoing multi-year drought in California. The laden snowpack in the Sierra Nevada mountains is also critical for the state's water supply, as it melts in the spring and summer to provide water for agriculture and cities. On the other hand, the storms have dealt a severe impact on life and property. Heavy rain and snowfall bring potential hazards such as flooding, landslides, and mudslides. 41 of California’s 58 counties have been placed under a federal emergency declaration, while 3 of them have been bucketed under a major disaster declaration. Within a 3-week period following Christmas 2022, an estimated 32 trillion gallons of water fell across California, which could fill the state’s largest reservoir, Shasta Lake, approximately 21 times.

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How NOAA Is Applying AI Beyond Forecasting: Interview With Eric Kihn

When you think of forecasts, the first thing that comes to mind might be the weather. People have been forecasting the weather since time immortal, using everything from observing nature to oracles and mystics. Fortunately today, we have the power of big data, geospatial imaging, satellite data, worldwide interconnected sensors, radar and doppler imaging, and of course, advanced analytics and artificial intelligence (AI) to enable some of the most accurate, longer-term forecasts that help people get a heads up before weather impacts their daily lives.

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