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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  
A Comparison of Factors Driving Flood Losses in Households Affected by Different Flood Types 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (4)
作者:  Mohor, G. S.;  Hudson, P.;  Thieken, A. H.
收藏  |  浏览/下载：4/0  |  提交时间：2020/07/02
Loss modeling  Riverine floods  Surface floods  Groundwater  Levee breaches  Compound flood event  
Identification of Snow Using Fully Polarimetric SAR Data Based On Entropy and Anisotropy 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (2)
作者:  Varade, Divyesh;  Singh, Gulab;  Dikshit, Onkar;  Manickam, Surendar
收藏  |  浏览/下载：12/0  |  提交时间：2020/07/02
snow  SAR polarimetry  entropy  anisotropy  Himalayas  RADARSAT-2  
Debates: Does Information Theory Provide a New Paradigm for Earth Science? Sharper Predictions Using Occam's Digital Razor 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (2)
作者:  Weijs, Steven. V.;  Ruddell, Benjamin. L.
收藏  |  浏览/下载：12/0  |  提交时间：2020/07/02
algorithmic information theory  Occam'  s razor  physically based modeling  model complexity  data compression  data-driven modeling  
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  
Information-Based Machine Learning for Tracer Signature Prediction in Karstic Environments 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (2)
作者:  Mewes, B.;  Oppel, H.;  Marx, V.;  Hartmann, A.
收藏  |  浏览/下载：8/0  |  提交时间：2020/07/02
Machine learning  entropy  information content  karst  hydrograph separation  
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  
Identification of Source-Water Oxygen Isotopes in Trees Toolkit (ISO-Tool) for Deciphering Historical Water Use by Forest Trees 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (12) : 10954-10975
作者:  Sargeant, Christopher, I;  Singer, Michael Bliss;  Vallet-Coulomb, Christine
收藏  |  浏览/下载：6/0  |  提交时间：2020/02/16
Understanding and Modeling the Occurrence of E. coli Blooms in Drinking Water Reservoirs 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (12) : 10518-10526
作者:  Bertone, Edoardo;  Kozak, Sonya;  Roiko, Anne
收藏  |  浏览/下载：5/0  |  提交时间：2020/02/16
Bayesian Network  Escherichia coli  risk assessment  water resources management  
Taliks: A Tipping Point in Discontinuous Permafrost Degradation in Peatlands 期刊论文
WATER RESOURCES RESEARCH, 2019
作者:  Devoie, Elise G.;  Craig, James R.;  Connon, Ryan F.;  Quinton, William L.
收藏  |  浏览/下载：9/0  |  提交时间：2020/02/16
talik  permafrost thaw  thermal modeling  freeze-thaw  discontinuous permafrost  peatland