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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  
Machine Learning Approach to Characterize the Postseismic Deformation of the 2011 Tohoku-Oki Earthquake Based on Recurrent Neural Network 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (21) : 11886-11892
作者:  Yamaga, Norifumi;  Mitsui, Yuta
收藏  |  浏览/下载：6/0  |  提交时间：2020/02/17
Machine learning  Recurrent neural network  GNSS  2011 Tohoku-oki earthquake  Postseismic deformation  Regression analysis  
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  
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  
Single Column Emulation of Reanalysis of the Northeast Pacific Marine Boundary Layer 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (16) : 10053-10060
作者:  McGibbon, J.;  Bretherton, C. S.
收藏  |  浏览/下载：2/0  |  提交时间：2019/11/27
Using Satellite-Based Vegetation Cover as Indicator of Groundwater Storage in Natural Vegetation Areas 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (14) : 8082-8092
作者:  Bhanja, Soumendra N.;  Malakar, Pragnaditya;  Mukherjee, Abhijit;  Rodell, Matthew;  Mitra, Pabitra;  Sarkar, Sudeshna
收藏  |  浏览/下载：9/0  |  提交时间：2019/11/27
Groundwater level prediction  NDVI  ANN  SVM  India  
Automatically Finding Ship Tracks to Enable Large-Scale Analysis of Aerosol - Cloud Interactions 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (13) : 7726-7733
作者:  Yuan, Tianle;  Wang, Chenxi;  Song, Hua;  Platnick, Steven;  Meyer, Kerry;  Oreopoulos, Lazaros
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/27
Reconstruction of Cloud Vertical Structure With a Generative Adversarial Network 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (12) : 7035-7044
作者:  Leinonen, Jussi;  Guillaume, Alexandre;  Yuan, Tianle
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/26
clouds  radar  generative adversarial network  GAN  CloudSat  MODIS  
Involvement of Slab-Derived Fluid in the Generation of Cenozoic Basalts in Northeast China Inferred From Machine Learning 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (10) : 5234-5242
作者:  Zhao, Yong;  Zhang, Yigang;  Geng, Ming;  Jiang, Jilian;  Zou, Xinyu
收藏  |  浏览/下载：6/0  |  提交时间：2019/11/26