Prediction of soil moisture content using genetic algorithm-optimized backpropagation algorithm from spectral data
Prediction of soil moisture content using genetic algorithm-optimized backpropagation algorithm from spectral data
Jiawei Wang,Dong Zhang,3 Authors,Hua Jin
2024 · DOI: 10.1007/s11368-024-03868-w
Journal of Soils and Sediments · 3 Citations
TLDR
This study introduces two effective methodologies for accurate estimation of SMC at different depths using multispectral remote sensing, which showed a high degree of prediction accuracy and proves that GA-BP algorithm is still effective for predicting SMC in outdoor.
