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| A benchmark study of the multiscale and homogenization methods for fully implicit multiphase flow simulations 期刊论文
, 2020, 卷号: 143
作者: Hajibeygi H.; Olivares M.B.; HosseiniMehr M.; Pop S.; Wheeler M.
  收藏 | 浏览/下载：19/0 | 提交时间：2020/07/28
Benchmarking Flow simulation Functions Homogenization method Multiphase flow Porous materials Algebraic dynamics Effective parameters Geological formation Implicit simulations Local basis functions Permeability fields Posteriori error control Subsurface formations Algebra benchmarking comparative study computer simulation error analysis finite element method finite volume method multiphase flow parallel computing permeability porous medium qualitative analysis software |
| A comparison of estimators of the conditional mean under non-stationary conditions 期刊论文
, 2020, 卷号: 143
作者: Vogel R.M.; Kroll C.N.
收藏 | 浏览/下载：25/0 | 提交时间：2020/07/28
Drought Floods Logistic regression Conditional means Deterministic mechanism Frequency Analysis Historical records Hydrologic process Non-stationary condition Regression estimates Significance levels Mean square error accuracy assessment annual variation comparative study computer simulation drought error analysis estimation method flood frequency analysis hydrological regime numerical model |
| Flow in porous media with low dimensional fractures by employing enriched Galerkin method 期刊论文
, 2020, 卷号: 142
作者: Kadeethum T.; Nick H.M.; Lee S.; Ballarin F.
收藏 | 浏览/下载：25/0 | 提交时间：2020/07/28
Degrees of freedom (mechanics) Flow of fluids Fracture Porous materials Discontinuous galerkin Discontinuous Galerkin methods Fractured porous media Galerkin discretization Multi-phase fluid flow Pressure discontinuity Three dimensional geometry Time-dependent problem Galerkin methods flow modeling fluid flow fractured medium Galerkin method multiphase flow porous medium |
| 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 |
| 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：22/0 | 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 |
| 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：29/0 | 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 |
| Reconciling the water balance of large lake systems 期刊论文
, 2020, 卷号: 137
作者: Gronewold A.D.; Smith J.P.; Read L.K.; Crooks J.L.
收藏 | 浏览/下载：29/0 | 提交时间：2020/07/28
Bayesian networks Climate models Digital storage Hydrology Inference engines Iterative methods Legacy systems Statistical methods Uncertainty analysis Bayesian inference Hydrologic cycles Large lakes Statistical modeling Water balance Lakes Bayesian analysis error correction hydrological cycle hydrological modeling lake uncertainty analysis water budget Great Lakes [North America] |
| Quantification of predictive uncertainty in hydrological modelling by harnessing the wisdom of the crowd: A large-sample experiment at monthly timescale 期刊论文
, 2020, 卷号: 136
作者: Papacharalampous G.; Tyralis H.; Koutsoyiannis D.; Montanari A.
收藏 | 浏览/下载：14/0 | 提交时间：2020/07/28
Catchments Climate models Forecasting Regression analysis Uncertainty analysis Ensemble learning Hydrological modeling Probabilistic prediction Quantile averaging Quantile regression Uncertainty quantifications Learning systems catchment experimental study hydrological modeling prediction probability quantitative analysis regression analysis time series analysis timescale uncertainty analysis United States |
| Quantification of predictive uncertainty in hydrological modelling by harnessing the wisdom of the crowd: Methodology development and investigation using toy models 期刊论文
, 2020, 卷号: 136
作者: Papacharalampous G.; Koutsoyiannis D.; Montanari A.
收藏 | 浏览/下载：20/0 | 提交时间：2020/07/28
Climate models Forecasting Hydrology Regression analysis Uncertainty analysis Ensemble learning Hydrological modeling Probabilistic prediction Quantile averaging Quantile regression Uncertainty quantifications Learning systems ensemble forecasting error analysis hydrological modeling learning model test performance assessment prediction probability quantitative analysis uncertainty analysis |
| Updating urban design floods for changes in central tendency and variability using regression 期刊论文
, 2020, 卷号: 136
作者: Hecht J.S.; Vogel R.M.
收藏 | 浏览/下载：25/0 | 提交时间：2020/07/28
Flood control Intelligent systems Mean square error Monte Carlo methods Regression analysis Flood frequency analysis Heteroscedasticity Non-stationarities Regression Urbanization Variability Floods flood frequency infrastructure planning least squares method Monte Carlo analysis peak flow regression analysis trend analysis urban design urbanization |
