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Groundwater Buffers Drought Effects and Climate Variability in Urban Reserves 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (5)
作者:  Marchionni, V;  Daly, E.;  Manoli, G.;  Tapper, N. J.;  Walker, J. P.;  Fatichi, S.
收藏  |  浏览/下载:7/0  |  提交时间:2020/05/13
urban reserves  cities  groundwater-dependent ecosystems  ecohydrology  
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  
Subannual Streamflow Responses to Rainfall and Snowmelt Inputs in Snow-Dominated Watersheds of the Western United States 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (4)
作者:  Hammond, John C.;  Kampf, Stephanie K.
收藏  |  浏览/下载:6/0  |  提交时间:2020/07/02
snowmelt  streamflow  mountain hydrology  hydrologic response  
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:11/0  |  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  
Large-Scale Assessment of Delayed Groundwater Responses to Drought 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (2)
作者:  Hellwig, J.;  de Graaf, I. E. M.;  Weiler, M.;  Stahl, K.
收藏  |  浏览/下载:6/0  |  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  
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