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Shaofang He

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Shaofang He is with the College of Information and Intelligence at Hunan Agricultural University, in Changsha, China.

Articles

Preparing field for planting. Plowed soil in spring time with blue sky. | Image Credit: © es0lex

Soil Organic Matter Estimation Modeling Using Fractal Feature of Soil for vis-NIR Hyperspectral Imaging

Shaofang He;Qing Zhou;Fang Wang;Luming Shen;Jing Yang
November 1st 2023

A novel intelligent inversion model integrating multiscale fractal analysis, PCA, and machine learning techniques (RF and SVM) was devised to accurately estimate soil organic matter (SOM) using hyperspectral data.

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