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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  
Efficiency and sustainability of inter-provincial crop-related virtual water transfers in China 期刊论文
, 2020, 卷号: 138
作者:  Gao J.;  Zhuo L.;  Liu Y.;  Xie P.;  Wang W.;  Li M.;  Gao X.;  Wu P.
收藏  |  浏览/下载：20/0  |  提交时间：2020/07/28
Crops  Cultivation  Economic and social effects  Flow of water  Hydraulics  Sustainable development  Water conservation  Water management  Water supply  Spatial temporals  Trade off  Virtual water-flow  Water allocations  Water availability  Water consumption  Water footprint  Water use efficiency  Efficiency  agricultural land  crop production  efficiency measurement  irrigation  resource allocation  sustainability  trade-off  water availability  water flow  water footprint  water management  water resource  China  Gossypium hirsutum  Triticum aestivum  Zea mays