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Earthquake Catalog-Based Machine Learning Identification of Laboratory Fault States and the Effects of Magnitude of Completeness 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2018, 45 (24) : 13269-13276
作者:  Lubbers, Nicholas;  Bolton, David C.;  Mohd-Yusof, Jamaludin;  Marone, Chris;  Barros, Kipton;  Johnson, Paul A.
收藏  |  浏览/下载：8/0  |  提交时间：2019/04/09
machine learning  laboratory earthquakes  earthquake catalogs  earthquake forecasting  magnitude of completeness  
Estimating Regional Ground-Level PM2.5 Directly From Satellite Top-Of-Atmosphere Reflectance Using Deep Belief Networks 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2018, 123 (24) : 13875-13886
作者:  Shen, Huanfeng;  Li, Tongwen;  Yuan, Qiangqiang;  Zhang, Liangpei
收藏  |  浏览/下载：8/0  |  提交时间：2019/04/09
PM2  5  satellite remote sensing  TOA reflectance  deep learning  
A Versatile Method for Ice Particle Habit Classification Using Airborne Imaging Probe Data 期刊论文
JOURNAL OF GEOPHYSICAL RESEARCH-ATMOSPHERES, 2018, 123 (23) : 13472-13495
作者:  Praz, C.;  Ding, S.;  McFarquhar, G. M.;  Berne, A.
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
ice crystal  habit classification  optical array probe  machine learning  logistic regression  cloud microphysics  
Measuring human perceptions of a large-scale urban region using machine learning 期刊论文
LANDSCAPE AND URBAN PLANNING, 2018, 180: 148-160
作者:  Zhang, Fan;  Zhou, Bolei;  Liu, Liu;  Liu, Yu;  Fung, Helene H.;  Lin, Hui;  Ratti, Carlo
收藏  |  浏览/下载：11/0  |  提交时间：2019/04/09
Urban perception  Place semantics  Street-level imagery  Deep learning  Built environment  
Quantifying driving factors of vegetation carbon stocks of Moso bamboo forests using machine learning algorithm combined with structural equation model 期刊论文
FOREST ECOLOGY AND MANAGEMENT, 2018, 429: 406-413
作者:  Shi, Yongjun;  Xu, Lin;  Zhou, Yufeng;  Ji, Biyong;  Zhou, Guomo;  Fang, Huiyun;  Yin, Jiayang;  Deng, Xu
收藏  |  浏览/下载：8/0  |  提交时间：2019/04/09
Vegetation carbon stocks  Carbon sequestration  Driving factors  Machine learning method  Structural equation modeling  Phyllostachys pubescens  
A High-Resolution Global Map of Soil Hydraulic Properties Produced by a Hierarchical Parameterization of a Physically Based Water Retention Model 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (12) : 9774-9790
作者:  Zhang, Yonggen;  Schaap, Marcel G.;  Zha, Yuanyuan
收藏  |  浏览/下载：6/0  |  提交时间：2019/04/09
hydraulic property  water content  pressure head  vadose zone  pedotransfer  global map  
Predicting geogenic Arsenic in Drinking Water Wells in Glacial Aquifers, North-Central USA: Accounting for Depth-Dependent Features 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (12) : 10172-10187
作者:  Erickson, M. L.;  Elliott, S. M.;  Christenson, C. A.;  Krall, A. L.
收藏  |  浏览/下载：7/0  |  提交时间：2019/04/09
groundwater  arsenic  probability model  geochemistry  machine learning  domestic well  
Toward Data-Driven Weather and Climate Forecasting: Approximating a Simple General Circulation Model With Deep Learning 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2018, 45 (22) : 12616-12622
作者:  Scher, S.
收藏  |  浏览/下载：1/0  |  提交时间：2019/04/09
machine learning  weather prediction  neural networks  deep learning  climate models  
Building a cloud in the southeast Atlantic: understanding low-cloud controls based on satellite observations with machine learning 期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2018, 18 (22) : 16537-16552
作者:  Fuchs, Julia;  Cermak, Jan;  Andersen, Hendrik
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
Response to Comment on "Predicting reaction performance in C-N cross-coupling using machine learning" 期刊论文
SCIENCE, 2018, 362 (6416)
作者:  Estrada, Jesus G.;  Ahneman, Derek T.;  Sheridan, Robert P.;  Dreher, Spencer D.;  Doyle, Abigail G.
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/27