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| Modeling the surface water and groundwater budgets of the US using MODFLOW-OWHM 期刊论文
, 2020, 卷号: 143
作者: Alattar M.H.; Troy T.J.; Russo T.A.; Boyce S.E.
  收藏 | 浏览/下载：16/0 | 提交时间：2020/07/28
Budget control Climate models Evapotranspiration Groundwater resources Rivers Stream flow Surface water resources Ground water recharge Groundwater exchanges Mississippi River Basin Potential evapotranspiration Simulated ground water Spatial and temporal scale Surface water and groundwaters Water budget components Recharging (underground waters) |
| 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：31/0 | 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：29/0 | 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 |
| Petrophysical characterization of deep saline aquifers for CO2 storage using ensemble smoother and deep convolutional autoencoder 期刊论文
, 2020, 卷号: 142
作者: Liu M.; Grana D.
收藏 | 浏览/下载：19/0 | 提交时间：2020/07/28
Aquifers Boreholes Carbon capture Carbon dioxide Convolution Digital storage Forecasting Geological surveys Hydrogeology Inverse problems Large dataset Offshore oil well production Petrophysics Porosity Seismology Stochastic systems Carbon dioxide sequestration Deep saline aquifers Ensemble-based method Machine learning methods Monitoring measurements Petro-physical characterizations Petrophysical properties Stochastic approach Learning systems accuracy assessment aquifer carbon dioxide carbon sequestration carbon storage leakage monitoring permeability physical property porosity precision underground storage |
| Generating high-resolution daily soil moisture by using spatial downscaling techniques: a comparison of six machine learning algorithms 期刊论文
, 2020, 卷号: 141
作者: Liu Y.; Jing W.; Wang Q.; Xia X.
收藏 | 浏览/下载：28/0 | 提交时间：2020/07/28
Decision trees Land surface temperature Learning systems Nearest neighbor search Neural networks Object oriented programming Soil moisture Support vector machines Support vector regression Surveying Topography Vegetation Classification and regression tree Correlation coefficient Digital elevation model Geographic coordinates High spatial resolution K nearest neighbor (KNN) Machine learning techniques Normalized difference vegetation index Learning algorithms algorithm comparative study correlation data set digital elevation model downscaling machine learning NDVI soil moisture spatial analysis surface temperature Australia China North America Qinghai-Xizang Plateau Spain |
| The impact of stress orientation and fracture roughness on the scale dependency of permeability in naturally fractured rocks 期刊论文
, 2020, 卷号: 141
作者: Azizmohammadi S.; Sedaghat M.
收藏 | 浏览/下载：13/0 | 提交时间：2020/07/28
Anisotropy Boreholes Digital storage Flow patterns Groundwater Groundwater pollution Tensors Waste disposal Contaminant transport Equivalent permeability Finite volume approach Ground-water hydrology Multimodal distributions Representative elementary volume Underground energy storages Variable orientation Fracture finite element method flow pattern fracture aperture fractured medium outcrop permeability rock mechanics roughness sampling spatial variation stress field |
| Indicator-based data assimilation with multiple-point statistics for updating an ensemble of models with non-Gaussian parameter distributions 期刊论文
, 2020, 卷号: 141
作者: Kumar D.; Srinivasan S.
收藏 | 浏览/下载：35/0 | 提交时间：2020/07/28
Channel capacity Gaussian distribution Gaussian noise (electronic) Groundwater Groundwater flow Groundwater pollution Linear transformations Concentration profiles Ensemble based data assimilation Ensemble Kalman Filter Multiple-point statistics Non Gaussian parameters Non-linear transformations Spatial characteristics Subsurface heterogeneity Geologic models algorithm data assimilation ensemble forecasting Gaussian method groundwater flow heterogeneity Kalman filter spatial distribution uncertainty analysis |
| A new criterion for the evaluation of the velocity field for rainfall-runoff modelling using a shallow-water model 期刊论文
, 2020, 卷号: 140
作者: Taccone F.; Antoine G.; Delestre O.; Goutal N.
收藏 | 浏览/下载：19/0 | 提交时间：2020/07/28
Equations of motion Errors Friction Rain Runoff Velocity distribution Watersheds 2D shallow water equations Hydrographic networks Mass conservation equations Mountainous environment Numerical resolution Physically based models Rainfall - Runoff modelling Shallow water model Velocity accuracy assessment bottom friction elevation error analysis flow velocity hydrograph rainfall-runoff modeling shallow-water equation spatial resolution water depth |
| Prediction of droughts over Pakistan using machine learning algorithms 期刊论文
, 2020, 卷号: 139
作者: Khan N.; Sachindra D.A.; Shahid S.; Ahmed K.; Shiru M.S.; Nawaz N.
收藏 | 浏览/下载：30/0 | 提交时间：2020/07/28
Atmospheric humidity Climate change Drought Forecasting Learning algorithms Nearest neighbor search Neural networks Support vector machines Wind Atmospheric research K nearest neighbours (k-NN) K-nearest neighbours National centres for environmental predictions Pakistan Recursive feature elimination Temporal and spatial Vulnerable communities Learning systems algorithm artificial neural network climate prediction drought machine learning numerical model precipitation (climatology) Arabian Sea Caspian Sea Indian Ocean Pakistan |
| An approach to characterise spatio-temporal drought dynamics 期刊论文
, 2020, 卷号: 137
作者: Diaz V.; Corzo Perez G.A.; Van Lanen H.A.J.; Solomatine D.; Varouchakis E.A.
收藏 | 浏览/下载：19/0 | 提交时间：2020/07/28
Dynamics Complex task Drought analysis Drought monitoring Space and time Spatio temporal Spatio-temporal dynamics Spatiotemporal analysis Tracking method Drought drought monitoring spatial variation spatiotemporal analysis temporal variation tracking India |
