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A Machine Learning-Based Global Atmospheric Forecast Model 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2020, 47 (9)
作者:  Szunyogh, Istvan;  Arcomano, Troy;  Pathak, Jaideep;  Wikner, Alexander;  Hunt, Brian;  Ott, Edward
收藏  |  浏览/下载:7/0  |  提交时间:2020/07/02
Snow Moving to Higher Elevations: Analyzing Three Decades of Snowline Dynamics in the Alps 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2020, 47 (12)
作者:  Hu, Zhongyang;  Dietz, Andreas;  Zhao, Alcide;  Uereyen, Soner;  Zhang, He;  Wang, Michael;  Mederer, Peter;  Kuenzer, Claudia
收藏  |  浏览/下载:8/0  |  提交时间:2020/05/20
Detecting Slow Slip Events From Seafloor Pressure Data Using Machine Learning 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2020, 47 (11)
作者:  He, Bing;  Wei, Meng;  Watts, D. Randolph;  Shen, Yang
收藏  |  浏览/下载:8/0  |  提交时间:2020/05/13
slow slip events  seafloor geodesy  machine learning  seafloor pressure data  New Zealand  
Tracking Pyrometeors With Meteorological Radar Using Unsupervised Machine Learning 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2020, 47 (8)
作者:  McCarthy, N. F.;  Guyot, A.;  Protat, A.;  Dowdy, A. J.;  McGowan, H.
收藏  |  浏览/下载:10/0  |  提交时间:2020/07/02
Wildfire  Radar  Pyrometeor  Machine Learning  Gaussian Mixture Model  Hydrometeor  
A Machine Learning Approach to Developing Ground Motion Models From Simulated Ground Motions 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2020, 47 (6)
作者:  Withers, Kyle B.;  Moschetti, Morgan P.;  Thompson, Eric M.
收藏  |  浏览/下载:9/0  |  提交时间:2020/07/02
machine learning  simulated ground motions  seismology  earthquake hazard  
A Machine-Learning Approach to Derive Long-Term Trends of Thermospheric Density 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2020, 47 (6)
作者:  Weng, Libin;  Lei, Jiuhou;  Zhong, Jiahao;  Dou, Xiankang;  Fang, Hanxian
收藏  |  浏览/下载:12/0  |  提交时间:2020/07/02
thermospheric density  Long-term trend  Artificial Neural Network method  solar activity  
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
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  
Detecting Climate Change Effects on Vb Cyclones in a 50-Member Single-Model Ensemble Using Machine Learning 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019
作者:  Mittermeier, M.;  Braun, M.;  Hofstaetter, M.;  Wang, Y.;  Ludwig, R.
收藏  |  浏览/下载:13/0  |  提交时间:2020/02/17
Vb-cyclones  Machine Learning  Artificial Neural Networks (ANN)  Single-Model Large Ensembles  Internal Variability  Floods  
Viewing Forced Climate Patterns Through an AI Lens 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (22) : 13389-13398
作者:  Barnes, Elizabeth A.;  Hurrell, James W.;  Ebert-Uphoff, Imme;  Anderson, Chuck;  Anderson, David
收藏  |  浏览/下载:10/0  |  提交时间:2020/02/17
climate change  neural network  machine learning  climate patterns