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Spatio-temporal variation of reference evapotranspiration in northwest China based on CORDEX-EA 期刊论文
ATMOSPHERIC RESEARCH, 2020, 238
作者:  Yang, Linshan;  Feng, Qi;  Adamowski, Jan F.;  Yin, Zhenliang;  Wen, Xiaohu;  Wu, Min;  Jia, Bing;  Hao, Qiang
收藏  |  浏览/下载：14/0  |  提交时间：2020/08/18
CORDEX-EA  Reference evapotranspiration  Machine learning algorithm  Northwest China  
Nation-wide estimation of groundwater redox conditions and nitrate concentrations through machine learning 期刊论文
ENVIRONMENTAL RESEARCH LETTERS, 2020, 15 (6)
作者:  Knoll, Lukas;  Breuer, Lutz;  Bach, Martin
收藏  |  浏览/下载：11/0  |  提交时间：2020/07/02
groundwater quality  nitrate pollution  redox conditions  random forest  uncertainty  large-scale  
Challenges in Applying Machine Learning Models for Hydrological Inference: A Case Study for Flooding Events Across Germany 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (5)
作者:  Schmidt, Lennart;  Hesse, Falk;  Attinger, Sabine;  Kumar, Rohini
收藏  |  浏览/下载：7/0  |  提交时间：2020/05/13
machine learning  inference  floods  
Probabilistic Forecasting of El Nino Using Neural Network Models 期刊论文
GEOPHYSICAL RESEARCH LETTERS, 2020, 47 (6)
作者:  Petersik, Paul Johannes;  Dijkstra, Henk A.
收藏  |  浏览/下载：7/0  |  提交时间：2020/07/02
El Nino  prediction  machine learning  neural networks  probabilistic forecasting  
Recursive Bayesian Estimation of Conceptual Rainfall-Runoff Model Errors in Real-Time Prediction of Streamflow 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (2)
作者:  Tajiki, M.;  Schoups, G.;  Hendricks Franssen, H. J.;  Najafinejad, A.;  Bahremand, A.
收藏  |  浏览/下载：3/0  |  提交时间：2020/07/02
Estimating Bedload From Suspended Load and Water Discharge in Sand Bed Rivers 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (2)
作者:  Ashley, T. C.;  McElroy, B.;  Buscombe, D.;  Grams, P. E.;  Kaplinski, M.
收藏  |  浏览/下载：1/0  |  提交时间：2020/07/02
A Data Censoring Approach for Predictive Error Modeling of Flow in Ephemeral Rivers 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (1)
作者:  Wang, Quan J.;  Bennett, James C.;  Robertson, David E.;  Li, Ming
收藏  |  浏览/下载：7/0  |  提交时间：2020/07/02
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：9/0  |  提交时间：2020/02/16
probabilistic streamflow prediction  ephemeral catchments  residual error model  zero flow  censoring approach  Box-Cox transformation  
Complex refractive indices and single-scattering albedo of global dust aerosols in the shortwave spectrum and relationship to size and iron content 期刊论文
ATMOSPHERIC CHEMISTRY AND PHYSICS, 2019, 19 (24) : 15503-15531
作者:  Di Biagio, Claudia;  Formenti, Paola;  Balkanski, Yves;  Caponi, Lorenzo;  Cazaunau, Mathieu;  Pangui, Edouard;  Journet, Emilie;  Nowak, Sophie;  Andreae, Meinrat O.;  Kandler, Konrad;  Saeed, Thuraya;  Piketh, Stuart;  Seibert, David;  Williams, Earle;  Doussin, Jean-Francois
收藏  |  浏览/下载：10/0  |  提交时间：2020/02/17
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