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Data Mining to Uncover Heterogeneous Water Use Behaviors From Smart Meter Data 期刊论文
WATER RESOURCES RESEARCH, 2019
作者:  Cominola, A.;  Nguyen, K.;  Giuliani, M.;  Stewart, R. A.;  Maier, H. R.;  Castelletti, A.
收藏  |  浏览/下载：6/0  |  提交时间：2020/02/16
water demand management  water end uses  segmentation analysis  data mining  water use behaviors  smart meters  
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  
Uncertainties in Snowpack Simulations-Assessing the Impact of Model Structure, Parameter Choice, and Forcing Data Error on Point-Scale Energy Balance Snow Model Performance 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (4) : 2779-2800
作者:  Guenther, Daniel;  Markel, Thomas;  Essery, Richard;  Strasser, Ulrich
收藏  |  浏览/下载：1/0  |  提交时间：2019/11/26
Improving Permafrost Modeling by Assimilating Remotely Sensed Soil Moisture 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (3) : 1814-1832
作者:  Zwieback, S.;  Westermann, S.;  Langer, M.;  Boike, J.;  Marsh, P.;  Berg, A.
收藏  |  浏览/下载：8/0  |  提交时间：2019/11/26
permafrost  soil temperature  soil moisture  data assimilation  remote sensing  
Quantifying Reach-Average Effects of Hyporheic Exchange on Arctic River Temperatures in an Area of Continuous Permafrost 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (3) : 1951-1971
作者:  King, Tyler V.;  Neilson, Bethany T.
收藏  |  浏览/下载：4/0  |  提交时间：2019/11/26
hyporheic exchange  heat flux  river temperature  permafrost  Arctic river temperature  
Hillslope Hydrology in Global Change Research and Earth System Modeling 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (2) : 1737-1772
作者:  Fan, Y.;  Clark, M.;  Lawrence, D. M.;  Swenson, S.;  Band, L. E.;  Brantley, S. L.;  Brooks, P. D.;  Dietrich, W. E.;  Flores, A.;  Grant, G.;  Kirchner, J. W.;  Mackay, D. S.;  McDonnell, J. J.;  Milly, P. C. D.;  Sullivan, P. L.;  Tague, C.;  Ajami, H.;  Chaney, N.;  Hartmann, A.;  Hazenberg, P.;  McNamara, J.;  Pelletier, J.;  Perket, J.;  Rouholahnejad-Freund, E.;  Wagener, T.;  Zeng, X.;  Beighley, E.;  Buzan, J.;  Huang, M.;  Livneh, B.;  Mohanty, B. P.;  Nijssen, B.;  Safeeq, M.;  Shen, C.;  van Verseveld, W.;  Volk, J.;  Yamazaki, D.
收藏  |  浏览/下载：13/0  |  提交时间：2019/11/26
Earth System Model  hillslope hydrology  Critical Zone  vegetation distribution  global water  energy  carbon cycles  surface water-groundwater interaction