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A Weather Forecast Model Accuracy Analysis and ECMWF Enhancement Proposal by Neural Network. [PDF]
Sensors (Basel), 2019 This paper presents a neural network approach for weather forecast improvement. Predicted parameters, such as air temperature or precipitation, play a crucial role not only in the transportation sector but they also influence people's everyday activities.
Frnda J +5 more
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Estudios Irlandeses, 2016 It starts in October, the merciless grey morass that gets worse in November and sucks you down into a boghole of misery. It's deep, and oozing, nearly as deep as the silence of a middle aged man in a McGahern novel. Rain. Imagine what all that dreck and drear does to the psyche. It's like the inside of The Poor Mouth and The Hard Life in there.
Mary O'Malley
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Frontiers in Environmental Science, 2023 Based on hourly station precipitation data and ECMWF ERA5 reanalysis data from 2009 to 2019, this paper explores the temporal variations and spatial distribution of short–duration heavy rainfall (SDHR) induced by North China cold vortices (NCCV) over the
Nan Xing +6 more
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A Probabilistic Forecast Experiment of Short-duration Heavy Rainfall in Beijing Based on CMA-BJ
应用气象学报, 2023 Based on numerical prediction products from China Meteorological Administration Beijing model (CMA-BJ), precipitation observation of ground weather stations in Beijing and ECMWF ERA5 dataset, the hourly rainfall samples from April to September during ...
Xing Nan +4 more
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Mesoscale Characteristics of Exceptionally Heavy Rainfall during 4–6 May 2023 in Jiangxi, China
Atmosphere, 2023 A long-lasting rainfall event exceeding historical extremes took place in Jiangxi, China, from May 4 to 6, 2023. Because of the concentrated duration of precipitation, it led to significant water accumulation in the northern, central, and southern ...
An Xiao +6 more
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Characteristics and Causes of Extremely Persistent Heavy Rainfall of Tropical Cyclone In-Fa (2021)
Atmosphere, 2022 The characteristics and causes of the persistent precipitation of an extreme-rainfall tropical cyclone (TC), In-Fa, in 2021 are studied. It is shown that the extremity of In-Fa’s precipitation was mainly due to two aspects: massively accumulated quantity
Shunan Yang +3 more
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Assessing the performance of climate change simulation results from BESM-OA2.5 compared with a CMIP5 model ensemble [PDF]
Geoscientific Model Development, 2020 The main features of climate change patterns, as simulated by the coupled ocean–atmosphere version 2.5 of the Brazilian Earth System Model (BESM), are compared with those of 25 other CMIP5 models, focusing on temperature, precipitation, atmospheric ...
V. B. Capistrano +15 more
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Gaoyuan qixiang, 2023 In order to enhance the understanding of the environmental field characteristics of the convective regeneration triggered by thunderstorm gust fronts.Based on Beijing sounding observation， automatic stations， S-band Doppler radar and new detection data ...
Na HE +5 more
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Weather Forecasting for Weather Derivatives [PDF]
SSRN Electronic Journal, 2001 We take a simple time series approach to modeling and forecasting daily average temperature in U.S. cities, and we inquire systematically as to whether it may prove useful from the vantage point of participants in the weather derivatives market. The answer is, perhaps surprisingly, yes.
Campbell, Sean D., Diebold, Francis X.
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npj Climate and Atmospheric Science, 2022 This paper provides a short summary of the outcomes of the workshop on Machine Learning (ML) for Earth System Observation and Prediction (ESOP / ML4ESOP) organised by the European Space Agency (ESA) and the European Centre for Medium-Range Weather ...
Rochelle Schneider +8 more
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