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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  
Understanding the Impact of Observation Data Uncertainty on Probabilistic Streamflow Forecasts Using a Dynamic Hierarchical Model 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (4)
作者:  Das Bhowmik, Rajarshi;  Ng, Tze Ling;  Wang, Jui-Pin
收藏  |  浏览/下载：8/0  |  提交时间：2020/07/02
uncertainty  measurement error  Bayesian  BDHM  forecasting  Streamflow  
A Novel Modeling Framework for Computationally Efficient and Accurate Real-Time Ensemble Flood Forecasting With Uncertainty Quantification 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (3)
作者:  Vinh Ngoc Tran;  Dwelle, M. Chase;  Sargsyan, Khachik;  Ivanov, Valeriy Y.;  Kim, Jongho
收藏  |  浏览/下载：10/0  |  提交时间：2020/07/02
Improving Simulation Efficiency of MCMC for Inverse Modeling of Hydrologic Systems With a Kalman-Inspired Proposal Distribution 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (3)
作者:  Zhang, Jiangjiang;  Vrugt, Jasper A.;  Shi, Xiaoqing;  Lin, Guang;  Wu, Laosheng;  Zeng, Lingzao
收藏  |  浏览/下载：10/0  |  提交时间：2020/07/02
Quantifying the Spatial Variability of a Snowstorm Using Differential Airborne Lidar 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (3)
作者:  Brandt, W. Tyler;  Bormann, Kat J.;  Cannon, Forest;  Deems, Jeffrey S.;  Painter, Thomas H.;  Steinhoff, Daniel F.;  Dozier, Jeff
收藏  |  浏览/下载：12/0  |  提交时间：2020/07/02
Parameter's Controls of Distributed Catchment Models-How Much Information is in Conventional Catchment Descriptors? 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (2)
作者:  Merz, Ralf;  Tarasova, Larisa;  Basso, Stefano
收藏  |  浏览/下载：11/0  |  提交时间：2020/07/02
hydrological modeling  parameterization  regionalization  parameter controls  
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：6/0  |  提交时间：2020/07/02
streamflow forecasting  hydroclimate services  catchment applications  seasonal information  
A Parsimonious Empirical Approach to Streamflow Recession Analysis and Forecasting 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (2)
作者:  Delforge, Damien;  Munoz-Carpena, Rafael;  Van Camp, Michel;  Vanclooster, Marnik
收藏  |  浏览/下载：6/0  |  提交时间：2020/07/02
streamflow recession analysis  data-driven models  nonlinear dynamics  karst  
Spatial Scale Effect of Surface Routing and Its Parameter Upscaling for Urban Flood Simulation Using a Grid-Based Model 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (2)
作者:  Cao, Xuejian;  Lyu, Heng;  Ni, Guangheng;  Tian, Fuqiang;  Ma, Yu;  Grimmond, C. S. B.
收藏  |  浏览/下载：5/0  |  提交时间：2020/07/02
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