% % Enhanced Generalized Regression Neural Network With Backward Sequential Feature Selection for Machine-Learning-Driven Soil Moisture Estimation: A Case Study Over the Qinghai-Tibet Plateau % % This demo shows the EBSFS model for SM estimation. % % main.m ....... A main script executing experiments upon matlab accidents data sets. % mycritfun.p ....... A script implementing the fit function in EBSFS. % myGRNN.p ....... A script implementing the EGRNN algorithm. % % % -------------------------------------- % Note: Required core libraries % -------------------------------------- % 1. Matlab R2022a % % -------------------------------------- % Cite: % -------------------------------------- % % [1] Ling Zhang, Zhaohui Xue*, Huan Liu*, and Hao Li. Enhanced Generalized Regression Neural Network With Backward Sequential Feature Selection for Machine-Learning-Driven Soil Moisture Estimation: A Case Study Over the Qinghai-Tibet Plateau[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2023, 16: 7173-7185. % -------------------------------------- % Copyright & Disclaimer % -------------------------------------- % % The programs contained in this package are granted free of charge for % research and education purposes only. % % Copyright (c) 2021 by Ling Zhang, Zhaohui Xue, and Huan Liu % zhangling_jmi@163.com; zhaohui.xue@hhu.edu.cn; liuhuanraul@126.com % -------------------------------------- % For full package: % -------------------------------------- % https://sites.google.com/site/zhaohuixuers/