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Toward Improved Predictions in Ungauged Basins: Exploiting the Power of Machine Learning 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (12) : 11344-11354
作者:  Kratzert, Frederik;  Klotz, Daniel;  Herrnegger, Mathew;  Sampson, Alden K.;  Hochreiter, Sepp;  Nearing, Grey S.
收藏  |  浏览/下载：8/0  |  提交时间：2020/02/16
prediction in ungauged basins  machine learning  CAMELS  LSTM  
Characterizing Biases in Mountain Snow Accumulation From Global Data Sets 期刊论文
WATER RESOURCES RESEARCH, 2019
作者:  Wrzesien, Melissa L.;  Pavelsky, Tamlin M.;  Durand, Michael T.;  Dozier, Jeff;  Lundquist, Jessica D.
收藏  |  浏览/下载：8/0  |  提交时间：2020/02/16
snow accumulation  global reanalysis  regional modeling  snow water equivalent  
Comparing Discharge Estimates Made via the BAM Algorithm in High-Order Arctic Rivers Derived Solely From Optical CubeSat, Landsat, and Sentinel-2 Data 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (9) : 7753-7771
作者:  Feng, Dongmei;  Gleason, Colin J.;  Yang, Xiao;  Pavelsky, Tamlin M.
收藏  |  浏览/下载：7/0  |  提交时间：2019/11/27
Global Reconstruction of Naturalized River Flows at 2.94 Million Reaches 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (8) : 6499-6516
作者:  Lin, Peirong;  Pan, Ming;  Beck, Hylke E.;  Yang, Yuan;  Yamazaki, Dai;  Frasson, Renato;  David, Cedric H.;  Durand, Michael;  Pavelsky, Tamlin M.;  Allen, George H.;  Gleason, Colin J.;  Wood, Eric F.
收藏  |  浏览/下载：52/0  |  提交时间：2019/11/27
The CR of Evaporation: A Calibration-Free Diagnostic and Benchmarking Tool for Large-Scale Terrestrial Evapotranspiration Modeling 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (8) : 7246-7274
作者:  Ma, Ning;  Szilagyi, Jozsef
收藏  |  浏览/下载：11/0  |  提交时间：2019/11/27
A Regional Scale-Invariant Extreme Value Model of Rainfall Intensity-Duration-Area-Frequency Relationships 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (7) : 5539-5558
作者:  Melese, Victor;  Blanchet, Juliette;  Creutin, Jean-Dominique
收藏  |  浏览/下载：0/0  |  提交时间：2019/11/27
Global Dynamics of Stored Precipitation Water in the Topsoil Layer From Satellite and Reanalysis Data 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (4) : 3328-3346
作者:  Kim, Hyunglok;  Lakshmi, Venkat
收藏  |  浏览/下载：5/0  |  提交时间：2019/11/26
Improving Precipitation Estimation Using Convolutional Neural Network 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (3) : 2301-2321
作者:  Pan, Baoxiang;  Hsu, Kuolin;  AghaKouchak, Amir;  Sorooshian, Soroosh
收藏  |  浏览/下载：6/0  |  提交时间：2019/11/26
deep learning  precipitation  downscaling  
Strategies to Improve and Evaluate Physics-Based Hyperresolution Hydrologic Simulations at Regional Basin Scales 期刊论文
WATER RESOURCES RESEARCH, 2019, 55 (2) : 1129-1152
作者:  Ko, Ara;  Mascaro, Giuseppe;  Vivoni, Enrique R.
收藏  |  浏览/下载：9/0  |  提交时间：2019/11/26
Hyperresolution hydrologic modeling  Land surface temperature  Analysis of spatial patterns