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Machine learning to emulate components of ECMWF’s Integrated Forecasting System 新闻
来源平台:European Centre for Medium-Range Weather Forecasts. 发布日期:2021
作者:  admin
收藏  |  浏览/下载:31/0  |  提交时间:2021/12/15
Use of neural networks for stable, accurate and physically consistent parameterization of subgrid atmospheric processes with good performance at reduced precision 期刊论文
Geophysical Research Letters, 2021
作者:  Janni Yuval;  Paul A. O'Gorman;  Chris N. Hill
收藏  |  浏览/下载:4/0  |  提交时间:2021/02/17
Large-Eddy Simulation of Conditionally Neutral Boundary Layers: A Mesh Resolution Sensitivity Study 期刊论文
Journal of the Atmospheric Sciences, 2020
作者:  Jacob Berg;  Edward G. Patton;  Peter P. Sullivan
收藏  |  浏览/下载:6/0  |  提交时间:2020/05/25
Exploring Topography-Based Methods for Downscaling Subgrid Precipitation for Use in Earth System Models 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2020, 125 (5)
作者:  Tesfa, Teklu K.;  Leung, L. Ruby;  Ghan, Steven J.
收藏  |  浏览/下载:8/0  |  提交时间:2020/07/02
downscaling  precipitation  subgrid structure  land surface modeling  topography  
An Assessment of PBL Heights and Low Cloud Profiles in CAM5 and CAM5-CLUBB Over the Southeast Pacific Using Satellite Observations 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2020, 47 (2)
作者:  Kubar, Terence L.;  Xie, Feiqin;  Ao, Chi O.;  Adhikari, Loknath
收藏  |  浏览/下载:9/0  |  提交时间:2020/07/02
low clouds  climate models  remote sensing  stratocumulus-to-cumulus transition  planetary boundary layer  GPS-RO  
Dependence of Vertical Alignment of Cloud and Precipitation Properties on Their Effective Fall Speeds 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2019, 124 (4) : 2079-2093
作者:  Ovchinnikov, Mikhail;  Giangrande, Scott;  Larson, Vincent E.;  Protat, Alain;  Williams, Christopher R.
收藏  |  浏览/下载:5/0  |  提交时间:2019/04/09
cloud and precipitation overlap  microphysics parameterization  hydrometeor classification  subcolumn generator  fall speed  wind shear  
Uncertainties in modelling the climate impact of irrigation 期刊论文
CLIMATE DYNAMICS, 2018, 51: 2023-2038
作者:  de Vrese, Philipp;  Hagemann, Stefan
收藏  |  浏览/下载:1/0  |  提交时间:2019/04/09
Irrigation  Land use  Climate impacts  Uncertainty  
Modeling Water Vapor and Clouds as Passive Tracers in an Idealized GCM 期刊论文
JOURNAL OF CLIMATE, 2018, 31 (2) : 775-786
作者:  Ming, Yi;  Held, Isaac M.
收藏  |  浏览/下载:7/0  |  提交时间:2019/04/09
Effective control parameters in a deep convection scheme for improved simulation of the Madden-Julian oscillation 期刊论文
CLIMATE DYNAMICS, 2017, 48 (11)
作者:  Choi, Jin-Ho;  Seo, Kyong-Hwan
收藏  |  浏览/下载:6/0  |  提交时间:2019/04/09
Madden-Julian oscillation  NCEP CFS model  RAS deep convection scheme  Critical relative humidity of the boundary layer  Fraction of re-evaporation of convective precipitation  
Using large eddy simulations to reveal the size, strength, and phase of updraft and downdraft cores of an Arctic mixed-phase stratocumulus cloud 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2017, 122 (8)
作者:  Roesler, Erika L.;  Posselt, Derek J.;  Rood, Richard B.
收藏  |  浏览/下载:5/0  |  提交时间:2019/04/09
Arctic  mixed-phase clouds  LES  subgrid-scale turbulence  stratocumulus