Ranzhe Jiang

Estimating the heavy metal contents in farmland soil from hyperspectral images based on Stacked AdaBoost ensemble learning

Nan Lin, Ranzhe Jiang, Genjun Li et al. · Ecological Indicators · 2022 · 78 citations · Full text

Lithological Classification by Hyperspectral Images Based on a Two-Layer XGBoost Model, Combined with a Greedy Algorithm

Nan Lin, Jiawei Fu, Ranzhe Jiang et al. · Remote Sensing · 2023 · 43 citations · Full text

Environmental Monitoring, Engineering, Geomorphology +22

Estimation of soil organic carbon by combining hyperspectral and radar remote sensing to reduce coupling effects of soil surface moisture and roughness

Ranzhe Jiang, Yuanyuan Sui, Xin Zhang et al. · Geoderma · 2024 · 27 citations · Full text

Soil Surface Moisture, Precision Agriculture, Environmental Monitoring +17

Estimation and Mapping of Soil Organic Matter Content Using a Stacking Ensemble Learning Model Based on Hyperspectral Images

Menghong Wu, Sen Dou, Nan Lin et al. · Remote Sensing · 2023 · 24 citations · Full text

Precision Agriculture, Environmental Monitoring, Engineering +21

Predicting the spatial distribution of soil salinity based on multi-temporal multispectral images and environmental covariates

Yuanyuan Sui, Ranzhe Jiang, Xin Zhang et al. · Computers and Electronics in Agriculture · 2025 · 16 citations · Full text