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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  
Prolongation of SMAP to Spatiotemporally Seamless Coverage of Continental US Using a Deep Learning Neural Network 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2017, 44 (21)
作者:  Fang, Kuai;  Shen, Chaopeng;  Kifer, Daniel;  Yang, Xiao
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
SMAP  deep learning  LSTM  soil moisture  hindcasting  remote sensing  
Constraining the Global Ocean Heat Content Through Assimilation of CERES-Derived TOA Energy Imbalance Estimates 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2017, 44 (20)
作者:  Storto, Andrea;  Yang, Chunxue;  Masina, Simona
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
Rivers and Floodplains as Key Components of Global Terrestrial Water Storage Variability 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2017, 44 (20)
作者:  Getirana, Augusto;  Kumar, Sujay;  Girotto, Manuela;  Rodell, Matthew
收藏  |  浏览/下载：10/0  |  提交时间：2019/04/09
Green's Function-Based Tsunami Data Assimilation: A Fast Data Assimilation Approach Toward Tsunami Early Warning 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2017, 44 (20)
作者:  Wang, Yuchen;  Satake, Kenji;  Maeda, Takuto;  Gusman, Aditya Riadi
收藏  |  浏览/下载：10/0  |  提交时间：2019/04/09
Irrigation Patterns Resemble ERA-Interim Reanalysis Soil Moisture Additions 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2017, 44 (20)
作者:  Tuinenburg, O. A.;  de Vries, J. P. R.
收藏  |  浏览/下载：2/0  |  提交时间：2019/04/09
Estimating morning change in land surface temperature from MODIS day/night observations: Applications for surface energy balance modeling 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2017, 44 (19)
作者:  Hain, Christopher R.;  Anderson, Martha C.
收藏  |  浏览/下载：7/0  |  提交时间：2019/04/09
Driving Roles of Tropospheric and Stratospheric Thermal Anomalies in Intensification and Persistence of the Arctic Superstorm in 2012 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2017, 44 (19)
作者:  Tao, Wei;  Zhang, Jing;  Fu, Yunfei;  Zhang, Xiangdong
收藏  |  浏览/下载：0/0  |  提交时间：2019/04/09
Arctic storm  thermal anomalies  intensification  persistence  
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  
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