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Machine-Learning-Based Analysis of the Guy-Greenbrier, Arkansas Earthquakes: A Tale of Two Sequences 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2020, 47 (6)
作者:  Park, Yongsoo;  Mousavi, S. Mostafa;  Zhu, Weiqiang;  Ellsworth, William L.;  Beroza, Gregory C.
收藏  |  浏览/下载：6/0  |  提交时间：2020/07/02
induced seismicity  earthquake cataloging  machine learning  
Rapid Characterization of the July 2019 Ridgecrest, California, Earthquake Sequence From Raw Seismic Data Using Machine-Learning Phase Picker 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2020, 47 (4)
作者:  Liu, Min;  Zhang, Miao;  Zhu, Weiqiang;  Ellsworth, William L.;  Li, Hongyi
收藏  |  浏览/下载：9/0  |  提交时间：2020/07/02
Physics-Constrained Machine Learning of Evapotranspiration 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019
作者:  Zhao, Wen Li;  Gentine, Pierre;  Reichstein, Markus;  Zhang, Yao;  Zhou, Sha;  Wen, Yeqiang;  Lin, Changjie;  Li, Xi;  Qiu, Guo Yu
收藏  |  浏览/下载：16/0  |  提交时间：2020/02/17
machine learning  physics constrained  evapotranspiration  FLUXNET  energy conservation  generalizations  
Data-Driven Modeling of the Distribution of Diazotrophs in the Global Ocean 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (21) : 12258-12269
作者:  Tang, Weiyi;  Cassar, Nicolas
收藏  |  浏览/下载：7/0  |  提交时间：2020/02/17
diazotrophs  marine nitrogen fixation  meta-analysis  machine learning  
Improving Atmospheric River Forecasts With Machine Learning 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019
作者:  Chapman, W. E.;  Subramanian, A. C.;  Delle Monache, L.;  Xie, S. P.;  Ralph, F. M.
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/27
atmospheric river  machine learning  convolutional neural network  postprocess  forecasting  
Cluster-Based Evaluation of Model Compensating Errors: A Case Study of Cloud Radiative Effect in the Southern Ocean 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (6) : 3446-3453
作者:  Schuddeboom, Alex;  Varma, Vidya;  McDonald, Adrian J.;  Morgenstern, Olaf;  Harvey, Mike;  Parsons, Simon;  Field, Paul;  Furtado, Kalli
收藏  |  浏览/下载：11/0  |  提交时间：2019/11/26
model evaluation  cloud simulation  Southern Ocean  compensating errors  
Toward Data-Driven Weather and Climate Forecasting: Approximating a Simple General Circulation Model With Deep Learning 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2018, 45 (22) : 12616-12622
作者:  Scher, S.
收藏  |  浏览/下载：1/0  |  提交时间：2019/04/09
machine learning  weather prediction  neural networks  deep learning  climate models  
Predictability of Extreme Precipitation in Western US Watersheds Based on Atmospheric River Occurrence, Intensity, and Duration 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2018, 45 (21) : 11693-11701
作者:  Chen, Xiaodong;  Leung, L. Ruby;  Gao, Yang;  Liu, Ying;  Wigmosta, Mark;  Richmond, Marshall
收藏  |  浏览/下载：4/0  |  提交时间：2019/04/09
Machine Learning Predictions of a Multiresolution Climate Model Ensemble 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2018, 45 (9) : 4273-4280
作者:  Anderson, Gemma J.;  Lucas, Donald D.
收藏  |  浏览/下载：4/0  |  提交时间：2019/04/09
A Deep Learning Algorithm of Neural Network for the Parameterization of Typhoon-Ocean Feedback in Typhoon Forecast Models 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2018, 45 (8) : 3706-3716
作者:  Jiang, Guo-Qing;  Xu, Jing;  Wei, Jun
收藏  |  浏览/下载：0/0  |  提交时间：2019/04/09