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A data-driven approach to generate past GRACE-like terrestrial water storage solution by calibrating the land surface model simulations 期刊论文
, 2020, 卷号: 143
作者:  Jing W.;  Di L.;  Zhao X.;  Yao L.;  Xia X.;  Liu Y.;  Yang J.;  Li Y.;  Zhou C.
收藏  |  浏览/下载：44/0  |  提交时间：2020/07/28
Decision trees  Digital storage  Evapotranspiration  Geodetic satellites  Groundwater  Learning systems  Soil moisture  Surface measurement  Water conservation  Water supply  Data-driven approach  Ensemble learning algorithm  Gravity recovery and climate experiment satellites  Groundwater storage  Land surface modeling  Machine learning models  Terrestrial water storage  Variable importances  Learning algorithms  
Potential of satellite and reanalysis evaporation datasets for hydrological modelling under various model calibration strategies 期刊论文
, 2020, 卷号: 143
作者:  Dembélé M.;  Ceperley N.;  Zwart S.J.;  Salvadore E.;  Mariethoz G.;  Schaefli B.
收藏  |  浏览/下载：37/0  |  提交时间：2020/07/28
Bond (masonry)  Digital storage  Evaporation  Geodetic satellites  Hydrology  Land use  Multivariable systems  Pixels  Soil moisture  Soil surveys  Stream flow  Accounting strategy  Evaporation products  Hydrological modelling  Multivariate calibration  Process representation  Remotely sensed data  Spatio-temporal prediction  Terrestrial water storage  Climate models  calibration  data set  evaporation  hydrological modeling  satellite data  soil moisture  streamflow  Volta Basin  
Comparing global hydrological models and combining them with GRACE by dynamic model data averaging (DMDA) 期刊论文
, 2020, 卷号: 138
作者:  Mehrnegar N.;  Jones O.;  Singer M.B.;  Schumacher M.;  Bates P.;  Forootan E.
收藏  |  浏览/下载：37/0  |  提交时间：2020/07/28
Aneroid altimeters  Atmospheric pressure  Bayesian networks  Climatology  Digital storage  Dynamic models  Geodetic satellites  Groundwater  Kalman filters  Rivers  Soil moisture  Uncertainty analysis  Watersheds  Bayesian model averaging  GRACE  Hydrological models  Model data  Satellite altimetry  Terrestrial water storage  Climate models  Bayesian analysis  El Nino-Southern Oscillation  GRACE  hydrological modeling  Kalman filter  numerical model  satellite data  satellite imagery  water storage  Nile Basin  Hepatitis B virus  
Potential future changes of terrestrial water storage based on climate projections by ensemble model simulations 期刊论文
, 2020, 卷号: 142
作者:  Jia B.;  Cai X.;  Zhao F.;  Liu J.;  Chen S.;  Luo X.;  Xie Z.;  Xu J.
收藏  |  浏览/下载：38/0  |  提交时间：2020/07/28
Bayesian networks  Digital storage  Geodetic satellites  Global warming  Mean square error  Uncertainty analysis  Water management  Water supply  Accurate estimation  Bayesian model averaging  Correlation coefficient  Root mean square differences  Root mean square errors  Terrestrial water storage  Water resources management  Waterresource management  Climate models  climate modeling  future prospect  global warming  human activity  water management  water resource  water storage  China  Hai Basin