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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：33/0  |  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 novel bias correction framework of TMPA 3B42 daily precipitation data using similarity matrix/homogeneous conditions 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2019, 卷号: 694
作者:  Choubin, Bahram;  Khalighi-Sigaroodi, Shahram;  Mishra, Ashok;  Goodarzi, Massoud;  Shamshirband, Shahaboddin;  Ghaljaee, Esmatullah;  Zhang, Fan
收藏  |  浏览/下载：18/0  |  提交时间：2022/06/21
SOIL-MOISTURE  SATELLITE PRECIPITATION  DOWNSCALING ALGORITHM  RIVER-BASIN  MODEL  RAINFALL  IMPROVEMENT  ADJUSTMENT  FORECASTS  ACCURACY