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Benefits of Explicit Treatment of Zero Flows in Probabilistic Hydrological Modeling of Ephemeral Catchments 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (12) : 11035-11060
作者:  McInerney, David;  Kavetski, Dmitri;  Thyer, Mark;  Lerat, Julien;  Kuczera, George
收藏  |  浏览/下载：8/0  |  提交时间：2020/02/16
probabilistic streamflow prediction  ephemeral catchments  residual error model  zero flow  censoring approach  Box-Cox transformation  
January 2020 Issue of the ‘Annals of the AAG’ Now Available 新闻
来源平台：Association of American Geographers. 发布日期：2019
作者:  admin
收藏  |  浏览/下载：2/0  |  提交时间：2020/01/22
River Management On a Changing Planet 新闻
来源平台：Environmental Monitor. 发布日期：2019
作者:  admin
收藏  |  浏览/下载：10/0  |  提交时间：2020/01/16
Advancing global change biology through experimental manipulations: Where have we been and where might we go? 期刊论文
GLOBAL CHANGE BIOLOGY, 2020, 26 (1) : 287-299
作者:  Hanson, Paul J.;  Walker, Anthony P.
收藏  |  浏览/下载：10/0  |  提交时间：2020/02/17
elevated CO2  environment  experiments  models as hypotheses  nutrients  ozone  temperature  warming  water availability  
Information Theory for Model Diagnostics: Structural Error is Indicated Trade-Off Between Functional and Predictive Performance 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (8) : 6534-6554
作者:  Ruddell, Benjamin L.;  Drewry, Darren T.;  Nearing, Grey S.
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/27
Salinity Yield Modeling of the Upper Colorado River Basin Using 30-m Resolution Soil Maps and Random Forests 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (6) : 4954-4973
作者:  Nauman, Travis W.;  Ely, Christopher P.;  Miller, Matthew P.;  Duniway, Michael C.
收藏  |  浏览/下载：6/0  |  提交时间：2019/11/26
water quality  digital soil mapping  electrical conductivity  salinity control  SPARROW  Colorado River  
Statistical Postprocessing of Water Level Forecasts Using Bayesian Model Averaging With Doubly Truncated Normal Components 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (5) : 3997-4013
作者:  Baran, Sandor;  Hemri, Stephan;  El Ayari, Mehrez
收藏  |  浏览/下载：6/0  |  提交时间：2019/11/26
Bayesian model averaging  Box-Cox transformation  ensemble model output statistics  ensemble postprocessing  probabilistic forecasting  truncated normal distribution  
Deep Autoregressive Neural Networks for High-Dimensional Inverse Problems in Groundwater Contaminant Source Identification 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (5) : 3856-3881
作者:  Mo, Shaoxing;  Zabaras, Nicholas;  Shi, Xiaoqing;  Wu, Jichun
收藏  |  浏览/下载：10/0  |  提交时间：2019/11/26
Combining Physically Based Modeling and Deep Learning for Fusing GRACE Satellite Data: Can We Learn From Mismatch? 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (2) : 1179-1195
作者:  Sun, Alexander Y.;  Scanlon, Bridget R.;  Zhang, Zizhan;  Walling, David;  Bhanja, Soumendra N.;  Mukherjee, Abhijit;  Zhong, Zhi
收藏  |  浏览/下载：17/0  |  提交时间：2019/11/26
deep learning  GRACE  GLDAS  Unet  transfer learning  CNN  
Ice sheet contributions to future sea-level rise from structured expert judgment 期刊论文
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2019, 116 (23) : 11195-11200
作者:  Bamber, Jonathan L.;  Oppenheimer, Michael;  Kopp, Robert E.;  Aspinall, Willy P.;  Cooke, Roger M.
收藏  |  浏览/下载：15/0  |  提交时间：2019/11/27
sea-level rise  climate predictions  ice sheets  Greenland  Antarctica