Impact of Soil Moisture Updates on Temperature Forecasting
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DOI: 10.1029/2024gl110283
Abstract: The impact of land variables on temperature forecasts in atmospheric cycling is often underestimated or overlooked. This oversight primarily occurs due to the abundance of meteorological measurements available for assimilation and partly because soil states… read more here.
Keywords: soil moisture; moisture; moisture updates; impact soil ... See more keywords
Probabilistic Neural Networks for Ensemble Postprocessing
Sign Up to like & getrecommendations! Published in 2024 at "Monthly Weather Review"
DOI: 10.1175/mwr-d-23-0220.1
Abstract: Accurate temperature forecasts are critical for various industries and sectors. We propose a probabilistic neural network (PNN), an extension of the distributional regression network (DRN), for 2-m temperature forecasts, consisting of three variants with different… read more here.
Keywords: pnn; forecast skills; probabilistic neural; temperature forecasts ... See more keywords