A comparison of multiple deep learning methods for predicting soil organic carbon in Southern ** the soil organic matter content in a typical black-soil area using optical data, radar data and environmental covariates

C Luo, W Zhang, X Zhang, H Liu - Soil and Tillage research, 2024 - Elsevier
Soil organic matter (SOM) plays an extremely important role in soil formation, soil fertility,
environmental protection and the sustainable development of agriculture and forestry …

[HTML][HTML] Estimation of soil organic carbon using vis-nir spectral data and spectral feature bands selection in Southern ** soil available copper content in the mine tailings pond with combined simulated annealing deep neural network and UAV hyperspectral images

Y Zhang, L Wei, Q Lu, Y Zhong, Z Yuan, Z Wang… - Environmental …, 2023 - Elsevier
Improper discharge of slag from mining will pollute the surrounding soil, thereby affecting the
ecology and becoming an important global problem. The available copper (ACu) content in …

[HTML][HTML] Estimation and map** of soil organic matter content using a stacking ensemble learning model based on hyperspectral images

M Wu, S Dou, N Lin, R Jiang, B Zhu - Remote Sensing, 2023 - mdpi.com
Fast and accurate SOM estimation and spatial map** are significant for cultivated land
planning and management, crop growth monitoring, and soil carbon pool estimation. It is a …