Abstract
Sentinel-1 data was trained to estimate maize biomass. Classical machine learning techniques (SVR, RF and XGBoost) were used. The results showed that RF had better performance, R2 was 0.894 and MSE was 1.754 Kg/m2.
© 2019 The Author(s)
PDF ArticleMore Like This
Xiaohu Zhou, Lingjia Gu, and Ruizhi Ren
JTu4A.107 Frontiers in Optics (FiO) 2019
Anne Schucknecht, Sophie Reinermann, and Ralf Kiese
HM1C.2 Hyperspectral/Multispectral Imaging and Sounding of the Environment (HISE) 2023
Tong Wu, Lingjia Gu, Ruizhi Ren, and Haoyang Fu
JTu3A.124 Frontiers in Optics (FiO) 2018