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Apr, 2023
基于数据驱动的天气预测模型的现场观测验证
Verification against in-situ observations for Data-Driven Weather Prediction
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Vivek Ramavajjala, Peetak P. Mitra
TL;DR
使用来自NOAA MADIS计划的带有质量控制的场内观测数据,建立了一组验证数据集,该数据集可用于测试所有数值天气预报模型以及数据驱动的天气预测模型(DDWPs)的性能,旨在回答如何在确保气候公正性的情况下对DDWPs进行严格验证,并研究如何训练和评估DDWPs。
Abstract
data-driven weather prediction models
(DDWPs) have made rapid strides in recent years, demonstrating an ability to approximate Numerical Weather Prediction (NWP) models to a high degree of accuracy. The fast, accurate, and low-cost
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