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| 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 |
| 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：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 |
| 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：21/0 | 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 |
| Soil moisture as a potential variable for tracking and quantifying irrigation: A case study with proximal gamma-ray spectroscopy data 期刊论文
, 2020, 卷号: 136
作者: Filippucci P.; Tarpanelli A.; Massari C.; Serafini A.; Strati V.; Alberi M.; Raptis K.G.C.; Mantovani F.; Brocca L.
收藏 | 浏览/下载：28/0 | 提交时间：2020/07/28
Correlation methods Gamma ray spectrometers Gamma rays Global warming Irrigation Soil moisture Calibration methodologies Estimation techniques Gamma-ray spectroscopy Innovative approaches Pearson correlation Ray method Sm2rain Spatial and temporal resolutions Soil surveys estimation method gamma radiation irrigation soil moisture spatiotemporal analysis Emilia |
| Transient hydraulic tomography approach to characterize main flowpaths and their connectivity in fractured media 期刊论文
, 2020, 卷号: 136
作者: Klepikova M.; Brixel B.; Jalali M.
收藏 | 浏览/下载：21/0 | 提交时间：2020/07/28
Boreholes Flow of fluids Hierarchical systems Inverse problems Numerical methods Surface roughness Tomography Transport properties Well logging Fracture connectivity Fractured media Fractured network Hydraulic tomographies Inverse modelling Fracture connectivity flow pattern fluid pressure fracture flow fracture zone fractured medium heat transfer hydraulics inverse analysis numerical model solute transport spatial variation tomography |
| Extreme value metastatistical analysis of remotely sensed rainfall in ungauged areas: Spatial downscaling and error modelling 期刊论文
, 2020, 卷号: 135
作者: Zorzetto E.; Marani M.
收藏 | 浏览/下载：27/0 | 提交时间：2020/07/28
Meteorological radar Probability density function Rain Remote sensing Statistical tests Uncertainty analysis Extreme rainfall High quantile estimations Metastatistics Quantitative validation Rainfall downscaling Spatial correlation structures Statistical techniques Tropical rainfall measuring missions Rain gages downscaling error analysis extreme event modeling precipitation (climatology) rainfall remote sensing spatial analysis statistical analysis |
