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Earth System Modeling 2.0: A Blueprint for Models That Learn From Observations and Targeted High-Resolution Simulations 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2017, 44 (24)
作者:  Schneider, Tapio;  Lan, Shiwei;  Stuart, Andrew;  Teixeira, Joao
收藏  |  浏览/下载：10/0  |  提交时间：2019/04/09
Earth system models  parameterizations  data assimilation  machine learning  Kalman inversion  Markov chain Monte Carlo  
The Impact of Cross-track Infrared Sounder (CrIS) Cloud-Cleared Radiances on Hurricane Joaquin (2015) and Matthew (2016) Forecasts 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2017, 122 (24)
作者:  Wang, Pei;  Li, Jun;  Li, Zhenglong;  Lim, Agnes H. N.;  Li, Jinlong;  Schmit, Timothy J.;  Goldberg, Mitchell D.
收藏  |  浏览/下载：12/0  |  提交时间：2019/04/09
data assimilation  satellite radiance assimilation  cloud-clearing method  regional NWP  hurricane forecast  
A Systematic Comparison of Particle Filter and EnKF in Assimilating Time-Averaged Observations 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2017, 122 (24)
作者:  Liu, Huaran;  Liu, Zhengyu;  Lu, Feiyu
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
paleoclimate data assimilation  particle filter  ensemble Kalman filter  
An assimilation test of Doppler radar reflectivity and radial velocity from different height layers in improving the WRF rainfall forecasts 期刊论文
ATMOSPHERIC RESEARCH, 2017, 198
作者:  Tian, Jiyang;  Liu, Jia;  Yan, Denghua;  Li, Chuanzhe;  Chu, Zhigang;  Yu, Fuliang
收藏  |  浏览/下载：8/0  |  提交时间：2019/04/09
WRF model  Data assimilation  Radar reflectivity and radial velocity  Different height layers  Rainfall forecast  
A real-time ocean reanalyses intercomparison project in the context of tropical pacific observing system and ENSO monitoring 期刊论文
CLIMATE DYNAMICS, 2017, 49
作者:  Xue, Yan;  Wen, C.;  Kumar, A.;  Balmaseda, M.;  Fujii, Y.;  Alves, O.;  Martin, M.;  Yang, X.;  Vernieres, G.;  Desportes, C.;  Lee, T.;  Ascione, I.;  Gudgel, R.;  Ishikawa, I.
收藏  |  浏览/下载：9/0  |  提交时间：2019/04/09
Ocean reanalysis intercomparison  Ocean data assimilation system  Ocean initialization  Tropical Pacific observing system  TAO/TRITON  ENSO monitoring and prediction  Argo floats  Ensemble approach  Signal to noise ratio  
The Advantages of Hybrid 4DEnVar in the Context of the Forecast Sensitivity to Initial Conditions 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2017, 122 (22)
作者:  Song, Hyo-Jong;  Shin, Seoleun;  Ha, Ji-Hyun;  Lim, Sujeong
收藏  |  浏览/下载：3/0  |  提交时间：2019/04/09
data assimilation  ensemble variational hybrid  forecast sensitivity  short-range forecast  
Improving Lightning and Precipitation Prediction of Severe Convection Using Lightning Data Assimilation With NCAR WRF-RTFDDA 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2017, 122 (22)
作者:  Wang, Haoliang;  Liu, Yubao;  Cheng, William Y. Y.;  Zhao, Tianliang;  Xu, Mei;  Liu, Yuewei;  Shen, Si;  Calhoun, Kristin M.;  Fierro, Alexandre O.
收藏  |  浏览/下载：7/0  |  提交时间：2019/04/09
numerical weather forecast  lightning  data assimilation  cloud microphysics  
Chemical Feedback From Decreasing Carbon Monoxide Emissions 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2017, 44 (19)
作者:  Gaubert, B.;  Worden, H. M.;  Arellano, A. F. J.;  Emmons, L. K.;  Tilmes, S.;  Barre, J.;  Alonso, S. Martinez;  Vitt, F.;  Anderson, J. L.;  Alkemade, F.;  Houweling, S.;  Edwards, D. P.
收藏  |  浏览/下载：8/0  |  提交时间：2019/04/09
tropospheric composition  data assimilation  global chemistry transport model  chemistry climate modeling  air pollution  
Initialization shock in decadal hindcasts due to errors in wind stress over the tropical Pacific 期刊论文
CLIMATE DYNAMICS, 2017, 49
作者:  Pohlmann, Holger;  Kroeger, Juergen;  Greatbatch, Richard J.;  Muller, Wolfgang A.
收藏  |  浏览/下载：9/0  |  提交时间：2019/04/09
Decadal prediction  Initialization shock  Coupled data assimilation  Surface wind stress  
The vertical transport of methane from different potential emission types on Mars 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2017, 44 (16)
作者:  Holmes, J. A.;  Patel, M. R.;  Lewis, S. R.
收藏  |  浏览/下载：0/0  |  提交时间：2019/04/09
methane emission on Mars  vertical profile of methane  data assimilation