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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：9/0  |  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：9/0  |  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
Machine Learning Reveals the State of Intermittent Frictional Dynamics in a Sheared Granular Fault 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (13) : 7395-7403
作者:  Ren, C. X.;  Dorostkar, O.;  Rouet-Leduc, B.;  Hulbert, C.;  Strebel, D.;  Guyer, R. A.;  Johnson, P. A.;  Carmeliet, J.
收藏  |  浏览/下载：5/0  |  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  
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