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Hydrologically Informed Machine Learning for Rainfall-Runoff Modeling: A Genetic Programming-Based Toolkit for Automatic Model Induction 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (4)
作者:  Chadalawada, Jayashree;  Herath, H. M. V. V.;  Babovic, Vladan
收藏  |  浏览/下载：7/0  |  提交时间：2020/07/02
rainfall-runoff modeling  flexible conceptual modeling framework  machine learning  genetic programming  
Snow Water Equivalent Measurements in Remote Arctic Alaska Watersheds 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (4)
作者:  Stuefer, S. L.;  Kane, D. L.;  Dean, K. M.
收藏  |  浏览/下载：1/0  |  提交时间：2020/07/02
SWE  Snow  Hydrology  Arctic  Kuparuk  Imnavait  
An Example of Augmenting Regional Sensitivity Analysis Using Machine Learning Software 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (4)
作者:  Spear, Robert C.;  Cheng, Qu;  Wu, Sean L.
收藏  |  浏览/下载：5/0  |  提交时间：2020/07/02
A Technical Evaluation of Lidar-Based Measurement of River Water Levels 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (4)
作者:  Paul, Jonathan D.;  Buytaert, Wouter;  Sah, Neeraj
收藏  |  浏览/下载：8/0  |  提交时间：2020/07/02
lidar  river  stage  water-level measurement  
Improving Global Monthly and Daily Precipitation Estimation by Fusing Gauge Observations, Remote Sensing, and Reanalysis Data Sets 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (3)
作者:  Xu, Lei;  Chen, Nengcheng;  Moradkhani, Hamid;  Zhang, Xiang;  Hu, Chuli
收藏  |  浏览/下载：5/0  |  提交时间：2020/07/02
Comparison of Data-Driven Techniques to Reconstruct (1992-2002) and Predict (2017-2018) GRACE-Like Gridded Total Water Storage Changes Using Climate Inputs 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (5)
作者:  Li, Fupeng;  Kusche, Juergen;  Rietbroek, Roelof;  Wang, Zhengtao;  Forootan, Ehsan;  Schulze, Kerstin;  Lueck, Christina
收藏  |  浏览/下载：4/0  |  提交时间：2020/05/13
Refining Predictor Spectral Representation Using Wavelet Theory for Improved Natural System Modeling 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (3)
作者:  Jiang, Ze;  Sharma, Ashish;  Johnson, Fiona
收藏  |  浏览/下载：8/0  |  提交时间：2020/07/02
Can Continental Models Convey Useful Seasonal Hydrologic Information at the Catchment Scale? 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (2)
作者:  Crochemore, L.;  Ramos, M. -H.;  Pechlivanidis, I. G.
收藏  |  浏览/下载：5/0  |  提交时间：2020/07/02
streamflow forecasting  hydroclimate services  catchment applications  seasonal information  
Do Satellite Surface Soil Moisture Observations Better Retain Information About Crop-Yield Variability in Drought Conditions? 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (2)
作者:  Modanesi, S.;  Massari, C.;  Camici, S.;  Brocca, L.;  Amarnath, G.
收藏  |  浏览/下载：8/0  |  提交时间：2020/07/02
soil moisture  remote sensing  drought  agriculture  India  
Random Fields Simplified: Preserving Marginal Distributions, Correlations, and Intermittency, With Applications From Rainfall to Humidity 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (2)
作者:  Papalexiou, Simon Michael;  Serinaldi, Francesco
收藏  |  浏览/下载：12/0  |  提交时间：2020/07/02
Random field simulation  Stochastic modelling  Spatiotemporal correlation structures  Precipitation simulation  Hydroclimatic processes simulation  Spatiotemporal risk analysis