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Water freezing characteristics in granular soils: Insights from pore-scale simulations 期刊论文
, 2020, 卷号: 143
作者:  Gharedaghloo B.;  Berg S.J.;  Sudicky E.A.
收藏  |  浏览/下载：18/0  |  提交时间：2020/07/28
Contact angle  Frozen soils  Hysteresis  Low temperature drying  Moisture determination  Phase interfaces  Silicates  Soil mechanics  Soil moisture  Thawing  Contact angle hysteresis  Field conditions  Freezing and thawing  Laboratory and field studies  Pore-scale simulation  Relative permeability  Synthetic silicates  Water-ice interface  Freezing  
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