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Ground-Based Cloud Classification Using Task-Based Graph Convolutional Network 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2020, 47 (5)
作者:  Liu, Shuang;  Li, Mei;  Zhang, Zhong;  Cao, Xiaozhong;  Durrani, Tariq S.
收藏  |  浏览/下载:7/0  |  提交时间:2020/07/02
Probing Slow Earthquakes With Deep Learning 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2020, 47 (4)
作者:  Rouet-Leduc, Bertrand;  Hulbert, Claudia;  McBrearty, Ian M.;  Johnson, Paul A.
收藏  |  浏览/下载:5/0  |  提交时间:2020/07/02
A Machine-Learning Approach for Earthquake Magnitude Estimation 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2020, 47 (1)
作者:  Mousavi, S. Mostafa;  Beroza, Gregory C.
收藏  |  浏览/下载:6/0  |  提交时间:2020/07/02
Rainfall Estimation From Ground Radar and TRMM Precipitation Radar Using Hybrid Deep Neural Networks 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019
作者:  Chen, Haonan;  Chandrasekar, V;  Tan, Haiming;  Cifelli, Robert
收藏  |  浏览/下载:7/0  |  提交时间:2019/11/27
rain gauge  ground radar  TRMM PR  neural network  hybrid system  rainfall estimation  
An Index to Better Estimate Tropical Cyclone Intensity Change in the Western North Pacific 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (15) : 8960-8968
作者:  Lee, Woojeong;  Kim, Sung-Hun;  Chu, Pao-Shin;  Moon, Il-Ju;  Soloviev, Alexander, V
收藏  |  浏览/下载:5/0  |  提交时间:2019/11/27
Extracting Robust Predictors From a Factor Field: An Empirically Optimal Screening Method 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (14) : 8355-8362
作者:  Fan, Lei
收藏  |  浏览/下载:7/0  |  提交时间:2019/11/27
statstical prediction  cross validation  empirically optimal  artifical skill  predictor screening  correlation map  
Grid- Versus Station-Based Postprocessing of Ensemble Temperature Forecasts 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (13) : 7744-7751
作者:  Feldmann, Kira;  Richardson, David S.;  Gneiting, Tilmann
收藏  |  浏览/下载:10/0  |  提交时间:2019/11/27
Deep Learning Models Augment Analyst Decisions for Event Discrimination 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (7) : 3643-3651
作者:  Linville, Lisa;  Pankow, Kristine;  Draelos, Timothy
收藏  |  浏览/下载:6/0  |  提交时间:2019/11/26
Utah  event classification  event discrimination  deep learning  convolutional neural network  recurrent neural network  
High-Resolution Global Contiguous SIF of OCO-2 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (3) : 1449-1458
作者:  Yu, L.;  Wen, J.;  Chang, C. Y.;  Frankenberg, C.;  Sun, Y.
收藏  |  浏览/下载:6/0  |  提交时间:2019/11/26
A Deep Learning Parameterization for Ozone Dry Deposition Velocities 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (2) : 983-989
作者:  Silva, S. J.;  Heald, C. L.;  Ravela, S.;  Mammarella, I.;  Munger, J. W.
收藏  |  浏览/下载:3/0  |  提交时间:2019/04/09