Weather Forecasting and Verification

Cars buried in snow

b = (XT X)-1 XT y

Weather Forecasting and Verification is becoming ever more computer intensive. Numerical weather prediction systems become more accurate and detailed with each increase in computer power. Likewise the statistical methods for tailoring their forecasts have progressed from linear regression to include many facets of artificial inelegance. Thus, the role of humans in forecasting is becoming more diverse. Actual forecasters must keep ahead of advancing technology, learning to evaluate the performance of new computer products and combine their guidance to produce the most useful forecasts possible. Numerical model developers must achieve greater understanding of the atmosphere, particularly those processes happening on scales too small to be resolved in their models. And statistical meteorologists must strive to apply the latest techniques in artificial intelligence to extract the maximum information possible from numerical forecasts and forecast verifications.

Forecast Tools | Selected Publications


Forecast Tools

Site

Region

Application

BUFKIT Data Site

United States

Thunderstorms and lake-effect snow


Selected Publications