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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  
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：8/0  |  提交时间：2019/04/09
groundwater  arsenic  probability model  geochemistry  machine learning  domestic well  
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
A Ranking of Hydrological Signatures Based on Their Predictability in Space 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (11) : 8792-8812
作者:  Addor, N.;  Nearing, G.;  Prieto, C.;  Newman, A. J.;  Le Vine, N.;  Clark, M. P.
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
hydrological signatures  large-sample hydrology  catchment behavior  machine learning  spatial autocorrelation  
Identifying an efficient, thermally robust inorganic phosphor host via machine learning 期刊论文
NATURE COMMUNICATIONS, 2018, 9
作者:  Zhuo, Ya;  Tehrani, Aria Mansouri;  Oliynyk, Anton O.;  Duke, Anna C.;  Brgoch, Jakoah
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/27
Uncertainty Quantification for Subsurface Flow and Transport: Coping With Nonlinearity/Irregularity via Polynomial Chaos Surrogate and Machine Learning 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (10) : 7733-7751
作者:  Meng, J.;  Li, H.
收藏  |  浏览/下载：0/0  |  提交时间：2019/04/09
Estimating Snow Mass in North America Through Assimilation of Advanced Microwave Scanning Radiometer Brightness Temperature Observations Using the Catchment Land Surface Model and Support Vector Machines 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (9) : 6488-6509
作者:  Xue, Yuan;  Forman, Barton A.;  Reichle, Rolf H.
收藏  |  浏览/下载：8/0  |  提交时间：2019/04/09
snow  data assimilation  passive microwave  machine learning  
The Impact of Landscape Characteristics on Groundwater Dissolved Organic Nitrogen: Insights From Machine Learning Methods and Sensitivity Analysis 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (7) : 4785-4804
作者:  Wang, B.;  Hipsey, M. R.;  Ahmed, S.;  Oldham, C.
收藏  |  浏览/下载：5/0  |  提交时间：2019/04/09
groundwater  dissolved organic nitrogen  urbanization  machine learning  sensitivity analysis  
Information-Theoretic Approach to Bidirectional Scaling 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (7) : 4916-4928
作者:  Boso, Francesca;  Tartakovsky, Daniel M.
收藏  |  浏览/下载：3/0  |  提交时间：2019/04/09
subsurface  upscaling  machine learning  stochastic