A high-order conservative collocation scheme and its application to global shallow-water equations [PDF]
In this paper, an efficient and conservative collocation method is proposed and used to develop a global shallow-water model. Being a nodal type high-order scheme, the present method solves the pointwise values of dependent variables as the unknowns ...
C. Chen, X. Li, X. Shen, F. Xiao
doaj +1 more source
A Short-Term Wind Speed Forecasting Model Based on a Multi-Variable Long Short-Term Memory Network
Accurately forecasting wind speed on a short-term scale has become essential in the field of wind power energy. In this paper, a multi-variable long short-term memory network model (MV-LSTM) based on Pearson correlation coefficient feature selection is ...
Anqi Xie +4 more
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Probabilistic wind speed forecasting in Hungary [PDF]
Prediction of various weather quantities is mostly based on deterministic numerical weather forecasting models. Multiple runs of these models with different initial conditions result ensembles of forecasts which are applied for estimating the ...
Baran, Sándor +2 more
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Modernization of Atmospheric Physics Parameterization in Canadian NWP
Atmospheric physics is represented in numerical models by parameterizations that use resolved‐scale information to estimate the effects of physical processes on the atmospheric state.
R. McTaggart‐Cowan +11 more
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The Evaluation of Return Radiosonde Temperature using GNSS Radio Occultation Retrievaled Temperature
It is necessary to evaluate the quality of a new type of observation data before using it for data assimilation.Based on GNSS radio occultation (RO) and ERA-Interim reanalysis data, the quality of temperature in the ascent, drift and descent stage of ...
Na RONG +3 more
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Estimating 1min rain rate distributions from numerical weather prediction [PDF]
Internationally recognized prognostic models of rain fade on terrestrial and Earth-space EHF links rely fundamentally on distributions of one-minute rain rates. Currently, in Rec. ITU-R P.837-6, these distributions are generated using the Salonen Poiares-
Paulson, Kevin S.
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Influence of the upper gravity-wave damping layer on precipitation over complex terrain
The upper boundary condition of a numerical model can significantly influence the model prediction results. This study used the Weather Research and Forecasting model to introduce the Rayleigh damping layer in the complex terrain of southern Gansu, China.
H. X. Duan +12 more
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Insights into characteristics and formation mechanisms of secondary organic aerosols in the Guangzhou urban area [PDF]
Emission controls have substantially brought down aerosol pollution in China; however, aerosol mass reductions have slowed down in recent years in the Pearl River Delta (PRD) region, where secondary organic aerosol (SOA) formation poses a major challenge
M. Zhai +19 more
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Evaluation of Three Reanalysis Soil Temperature Datasets with Observation Data over China
Soil temperature is a crucial parameter in surface emissions of carbon, water, and energy exchanges. This study utilized the soil temperature of 836 national basic meteorological observing stations over China to evaluate three soil temperature products ...
Cailing Zhao +5 more
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The ESCAPE project : Energy-efficient Scalable Algorithms for Weather Prediction at Exascale [PDF]
In the simulation of complex multi-scale flows arising in weather and climate modelling, one of the biggest challenges is to satisfy strict service requirements in terms of time to solution and to satisfy budgetary constraints in terms of energy to ...
Baldauf, Michael +58 more
core +2 more sources

