A high-order conservative collocation scheme and its application to global shallow-water equations [PDF]
Geoscientific Model Development, 2015 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
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A Short-Term Wind Speed Forecasting Model Based on a Multi-Variable Long Short-Term Memory Network
Atmosphere, 2021 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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Earth and Space Science, 2020 Forecasts of maximum and minimum air temperatures are essential to mitigate the damage of extreme weather events such as heat waves and tropical nights.
Dongjin Cho, C. Yoo, J. Im, D. Cha
semanticscholar +1 more source
The Evaluation of Return Radiosonde Temperature using GNSS Radio Occultation Retrievaled Temperature
Gaoyuan qixiang, 2023 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]
, 2017 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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Modernization of Atmospheric Physics Parameterization in Canadian NWP
Journal of Advances in Modeling Earth Systems, 2019 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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Influence of the upper gravity-wave damping layer on precipitation over complex terrain
Frontiers in Environmental Science, 2022 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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Improving High-Impact Numerical Weather Prediction with Lidar and Drone Observations
Bulletin of The American Meteorological Society - (BAMS), 2020 The current atmospheric observing systems fail to provide a satisfactory amount of spatially and temporally resolved observations of temperature and humidity in the planetary boundary layer (PBL) despite their potential positive impact on numerical ...
D. Leuenberger +7 more
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A weather forecast model accuracy analysis and ECMWF enhancement proposal by neural network [PDF]
, 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.
Durica, Marek +5 more
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Insights into characteristics and formation mechanisms of secondary organic aerosols in the Guangzhou urban area [PDF]
Atmospheric Chemistry and Physics, 2023 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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