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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  
A three-scale index for flow in karst conduits in carbonate rocks 期刊论文
, 2020, 卷号: 141
作者:  Murad M.A.;  Lopes T.V.;  Pereira P.A.;  Bezerra F.H.R.;  Rocha A.C.
收藏  |  浏览/下载：18/0  |  提交时间：2020/07/28
Carbonates  Complex networks  Computation theory  Fracture  Geology  Mass transfer  Topology  Computational grids  Exchange coefficients  Fractured carbonates  Geological structures  Non-circular cross-section  Numerical experiments  Reiterated homogenization  Topological models  Landforms  accuracy assessment  carbonate rock  flow field  flow modeling  flow pattern  hydrogeology  karst hydrology  numerical model  theoretical study  
Ensemble estimation of future rainfall extremes with temperature dependent censored simulation 期刊论文
, 2020, 卷号: 136
作者:  Cross D.;  Onof C.;  Winter H.
收藏  |  浏览/下载：23/0  |  提交时间：2020/07/28
Climate change  Climate models  Nearest neighbor search  Rain  Regression analysis  Stochastic systems  Climate change impact  Extremes  K-nearest neighbours  Mechanistic stochastic  Multivariate regression  Parameter estimation  climate modeling  climate prediction  ensemble forecasting  numerical model  parameter estimation  rainfall  regression analysis  uncertainty analysis  weather forecasting  Germany  United Kingdom  
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：26/0  |  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