Comparison of Different Machine Learning Approaches for Monthly Satellite-Based Soil Moisture Downscaling over Northeast China

Author： Liu Yangxiaoyue Yang Yaping Jing Wenlong Yue Xiafang

Publisher： MDPI

E-ISSN： 2072-4292|10|1|31-31

ISSN： 2072-4292

Source： Remote Sensing, Vol.10, Iss.1, 2017-12, pp. : 31-31

Access to resources Favorite

Disclaimer: Any content in publications that violate the sovereignty, the constitution or regulations of the PRC is not accepted or approved by CNPIEC.

Previous Menu Next

Abstract

Related content

A Comparison of Different Regression Algorithms for Downscaling Monthly Satellite-Based Precipitation over North China

By Jing Wenlong Yang Yaping Yue Xiafang Zhao Xiaodan

Remote Sensing, Vol. 8, Iss. 10, 2016-10 ,pp. : 835-835

MDPI

Access to resources Recommend Favorite

Evaluation of Satellite and Reanalysis Soil Moisture Products over Southwest China Using Ground-Based Measurements

By Peng Jian Niesel Jonathan Loew Alexander Zhang Shiqiang Wang Jie

Remote Sensing, Vol. 7, Iss. 11, 2015-11 ,pp. : 15729-15747

MDPI

Access to resources Recommend Favorite

A Hybrid Dual-Source Model of Estimating Evapotranspiration over Different Ecosystems and Implications for Satellite-Based Approaches

By Lu Hanyu Liu Tingxi Yang Yuting Yao Dandan

Remote Sensing, Vol. 6, Iss. 9, 2014-09 ,pp. : 8359-8386

MDPI

Access to resources Recommend Favorite

A Spatial Downscaling Algorithm for Satellite-Based Precipitation over the Tibetan Plateau Based on NDVI, DEM, and Land Surface Temperature

By Jing Wenlong Yang Yaping Yue Xiafang Zhao Xiaodan

Remote Sensing, Vol. 8, Iss. 8, 2016-08 ,pp. : 655-655

MDPI

Access to resources Recommend Favorite

Review of Machine Learning Approaches for Biomass and Soil Moisture Retrievals from Remote Sensing Data

By Ali Iftikhar Greifeneder Felix Stamenkovic Jelena Neumann Maxim Notarnicola Claudia

Remote Sensing, Vol. 7, Iss. 12, 2015-12 ,pp. : 16398-16421

MDPI

Access to resources Recommend Favorite