Application of Improved Radiation Modeling to General Circulation Models [PDF]
, 2011 This research has accomplished its primary objectives of developing accurate and efficient radiation codes, validating them with measurements and higher resolution models, and providing these advancements to the global modeling community to enhance the ...
Iacono, Michael J
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Global Horizontal Irradiance in West Africa: Evaluation of the WRF-Solar Model in Convection-Permitting Mode with Ground Measurements [PDF]
, 2023 The number of solar power plants has increased in West Africa in recent years. Reliable reanalysis data and short-term forecasting of solar irradiance from numerical weather prediction models could provide an economic advantage for the planning and ...
Stefanie Meilinger +15 more
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CECAV-DNN: Collective Ensemble Comparison and Visualization using Deep Neural Networks
Visual Informatics, 2020 We propose a deep learning approach to collectively compare two or multiple ensembles, each of which is a collection of simulation outputs. The purpose of collective comparison is to help scientists understand differences between simulation models by ...
Wenbin He +4 more
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WRF Model Parameterization Around the Highland Titicaca Lake
Earth and Space Science, 2021 The computational advances and many times the lack of meteorological measurements in some regions of the world impulse the employment of numerical methods for covering this deficiency of data, and the parameterization is a key factor for use and ...
Rober Mamani, Patrick Hendrick
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Source codes of WRF v4.1.1-CMAQ v5.3.1, WRF-Chem v4.1.1 and WRF v3.7.1-CHIMERE v2020r1
, 2023 Here presented all related source codes for the two-way coupled WRF-CMAQ, WRF-Chem and WRF-CHIMERE models, and the pre- and post-processing scripts used for the paper of "Inter-comparison of multiple two-way coupled meteorology and air quality models ...
Xuelei Zhang +7 more
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Atmospheric and Oceanic Science Letters, 2019 Version 3.9 of WRF-ARW is run with a tropical belt configuration for a period from 2012 to 2016 in this study. The domain covers the entire tropics between 45°S and 45°N with a spatial resolution of about 45 km.
Bi-Yun SUN, Xun-Qiang BI
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Modeling the radiative effects of desert dust on weather and regional climate [PDF]
Atmospheric Chemistry and Physics, 2013 Mineral dust aerosols exert a significant effect on both solar and terrestrial radiation. By absorbing and scattering, the solar radiation aerosols reduce the amount of energy reaching the surface.
C. Spyrou +5 more
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Impacts of aerosol–radiation interaction on meteorological forecasts over northern China by offline coupling of the WRF-Chem-simulated aerosol optical depth into WRF: a case study during a heavy pollution event [PDF]
Atmospheric Chemistry and Physics, 2020 To facilitate the future inclusion of aerosol–radiation interactions in the regional operational numerical weather prediction (NWP) system RMAPS-ST (adapted from Weather Research and Forecasting, WRF) at the Institute of Urban Meteorology (IUM), China ...
Y. Yang +6 more
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Data for "Seasonal cycle of idealized polar clouds: large eddy simulations driven by a GCM"
, 2020 We provide data sets used to produce results in the paper "Seasonal cycle of idealized polar clouds: large eddy simulations driven by a GCM". Data sets include GCM forcing files, ensemble mean LES output files, and offline RRTMG (radiative transfer ...
Zhang, Xiyue +4 more
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Microphysics experiments for neural network radiation scheme
, 2022 Reference: Song, H.-J., & Kim. P. S. (2022). Effects of cloud microphysics on the universal performance of neural network radiation scheme. Geophysical Research Letters, 49, e2022GL098601.
Hwan-Jin Song
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