Jie Xue

Modelling bioaccumulation of heavy metals in soil-crop ecosystems and identifying its controlling factors using machine learning

Bifeng Hu, Jie Xue, Yin Zhou et al. · Environmental Pollution · 2020 · 249 citations

Biogeochemistry, Precision Agriculture, Engineering +10

Integrating Remote Sensing and Landscape Characteristics to Estimate Soil Salinity Using Machine Learning Methods: A Case Study from Southern Xinjiang, China

Nan Wang, Jie Xue, Jie Peng et al. · Remote Sensing · 2020 · 104 citations · Full text

Precision Agriculture, Environmental Monitoring, Engineering +17

Improving pedotransfer functions for predicting soil mineral associated organic carbon by ensemble machine learning

Yi Xiao, Jie Xue, Xianglin Zhang et al. · Geoderma · 2022 · 72 citations · Full text

Improving model parsimony and accuracy by modified greedy feature selection in digital soil mapping

Xianglin Zhang, Songchao Chen, Jie Xue et al. · Geoderma · 2023 · 72 citations · Full text

Precision Agriculture, Environmental Monitoring, Engineering +16

A framework for determining the total salt content of soil profiles using time-series Sentinel-2 images and a random forest-temporal convolution network

Nan Wang, Jie Peng, Jie Xue et al. · Geoderma · 2021 · 54 citations

Hydrogeology, Soil Property, Precision Agriculture +14