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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.