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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
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  
Detecting Regional Modes of Variability in Observation-Based Surface Ocean pCO(2) 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (5) : 2670-2679
作者:  Landschuetzer, Peter;  Ilyina, Tatiana;  Lovenduski, Nicole S.
收藏  |  浏览/下载：9/0  |  提交时间：2019/11/26
ocean  CO2  variability  carbon  climate  observations  
Acetone Atmospheric Distribution Retrieved From Space 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2019, 46 (5) : 2884-2893
作者:  Franco, B.;  Clarisse, L.;  Stavrakou, T.;  Mueller, J. -F.;  Pozzer, A.;  Hadji-Lazaro, J.;  Hurtmans, D.;  Clerbaux, C.;  Coheur, P. -F.
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/26
acetone  IASI satellite  neural network retrieval  remote sensing  oxygenated VOCs