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A Process-Based Framework to Characterize and Classify Runoff Events: The Event Typology of Germany 期刊论文
WATER RESOURCES RESEARCH, 2020, 56 (5)
作者:  Tarasova, L.;  Basso, S.;  Wendi, D.;  Viglione, A.;  Kumar, R.;  Merz, R.
收藏  |  浏览/下载：10/0  |  提交时间：2020/07/02
event classification  event type  rainfall-runoff events  event typology  event characteristics  runoff generation mechanisms  
Process-Guided Deep Learning Predictions of Lake Water Temperature 期刊论文
WATER RESOURCES RESEARCH, 2019
作者:  Read, Jordan S.;  Jia, Xiaowei;  Willard, Jared;  Appling, Alison P.;  Zwart, Jacob A.;  Oliver, Samantha K.;  Karpatne, Anuj;  Hansen, Gretchen J. A.;  Hanson, Paul C.;  Watkins, William;  Steinbach, Michael;  Kumar, Vipin
收藏  |  浏览/下载：19/0  |  提交时间：2020/02/16
deep learning  lake modelling  temperature prediction  process-guided deep learning  theory-guided data science  data science  
The Power of Environmental Observatories for Advancing Multidisciplinary Research, Outreach, and Decision support: The Case of the Minnesota River Basin 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (4) : 3576-3592
作者:  Gran, K. B.;  Dolph, C.;  Baker, A.;  Bevis, M.;  Cho, S. J.;  Czuba, J. A.;  Dalzell, B.;  Danesh-Yazdi, M.;  Hansen, A. T.;  Kelly, S.;  Lang, Z.;  Schwenk, J.;  Belmont, P.;  Finlay, J. C.;  Kumar, P.;  Rabotyagov, S.;  Roehrig, G.;  Wilcock, P.;  Foufoula-Georgiou, E.
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/26
Dependency and Redundancy: How Information Theory Untangles Three Variable Interactions in Environmental Data 期刊论文
WATER RESOURCES RESEARCH, 2018, 54 (10) : 7143-7148
作者:  Weijs, S. V.;  Foroozand, H.;  Kumar, A.
收藏  |  浏览/下载：2/0  |  提交时间：2019/04/09
information theory  information partitioning  synergy  redundancy  three variable interactions  environmental signals  
Functional Topology of Evolving Urban Drainage Networks 期刊论文
WATER RESOURCES RESEARCH, 2017, 53 (11)
作者:  Yang, Soohyun;  Paik, Kyungrock;  McGrath, Gavan S.;  Urich, Christian;  Krueger, Elisabeth;  Kumar, Praveen;  Rao, P. Suresh C.
收藏  |  浏览/下载：1/0  |  提交时间：2019/04/09