| Modelling bioaccumulation of heavy metals in soil-crop ecosystems and identifying its controlling factors using machine learning B Hu, J Xue, Y Zhou, S Shao, Z Fu, Y Li, S Chen, L Qi, Z Shi Environmental Pollution 262, 114308, 2020 | 204 | 2020 |
| Integrating remote sensing and landscape characteristics to estimate soil salinity using machine learning methods: A case study from Southern Xinjiang, China N Wang, J Xue, J Peng, A Biswas, Y He, Z Shi Remote Sensing 12 (24), 4118, 2020 | 82 | 2020 |
| Fine-resolution mapping of soil total nitrogen across China based on weighted model averaging Y Zhou, J Xue, S Chen, Y Zhou, Z Liang, N Wang, Z Shi Remote Sensing 12 (1), 85, 2019 | 44 | 2019 |
| Improving pedotransfer functions for predicting soil mineral associated organic carbon by ensemble machine learning Y Xiao, J Xue, X Zhang, N Wang, Y Hong, Y Jiang, Y Zhou, H Teng, B Hu, ... Geoderma 428, 116208, 2022 | 41 | 2022 |
| A framework for determining the total salt content of soil profiles using time-series Sentinel-2 images and a random forest-temporal convolution network N Wang, J Peng, J Xue, X Zhang, J Huang, A Biswas, Y He, Z Shi Geoderma 409, 115656, 2022 | 40 | 2022 |
| Improving model parsimony and accuracy by modified greedy feature selection in digital soil mapping X Zhang, S Chen, J Xue, N Wang, Y Xiao, Q Chen, Y Hong, Y Zhou, ... Geoderma 432, 116383, 2023 | 38 | 2023 |
| Dynamics of vegetation greenness and its response to climate change in Xinjiang over the past two decades J Xue, Y Wang, H Teng, N Wang, D Li, J Peng, A Biswas, Z Shi Remote Sensing 13 (20), 4063, 2021 | 38 | 2021 |
| Towards optimal variable selection methods for soil property prediction using a regional soil vis-nir spectral library X Zhang, J Xue, Y Xiao, Z Shi, S Chen Remote Sensing 15 (2), 465, 2023 | 26 | 2023 |
| Predicting bioaccumulation of potentially toxic element in soil–rice systems using multi-source data and machine learning methods: A case study of an industrial city in … M Xie, H Li, Y Zhu, J Xue, Q You, B Jin, Z Shi Land 10 (6), 558, 2021 | 26 | 2021 |
| Digital mapping of soil organic carbon with machine learning in dryland of Northeast and North plain China X Zhang, J Xue, S Chen, N Wang, Z Shi, Y Huang, Z Zhuo Remote Sensing 14 (10), 2504, 2022 | 25 | 2022 |
| Global soil salinity prediction by open soil Vis-NIR spectral library Y Zhou, S Chen, B Hu, W Ji, S Li, Y Hong, H Xu, N Wang, J Xue, X Zhang, ... Remote Sensing 14 (21), 5627, 2022 | 23 | 2022 |
| Quantifying the agreement and accuracy characteristics of four satellite-based LULC products for cropland classification in China J Xue, X Zhang, S Chen, B Hu, N Wang, Z Shi Journal of Integrative Agriculture 23 (1), 283-297, 2024 | 20 | 2024 |
| Spectral fusion modeling for soil organic carbon by a parallel input-convolutional neural network Y Hong, S Chen, B Hu, N Wang, J Xue, Z Zhuo, Y Yang, Y Chen, J Peng, ... Geoderma 437, 116584, 2023 | 19 | 2023 |
| Global soil salinity estimation at 10 m using multi-source remote sensing N Wang, S Chen, J Huang, F Frappart, R Taghizadeh, X Zhang, ... Journal of Remote Sensing 4, 0130, 2024 | 18 | 2024 |
| Assessment of three gridded satellite-based precipitation products and their performance variabilities during typhoons over Zhejiang, southeastern China D Li, X Min, J Xu, J Xue, Z Shi Journal of Hydrology 610, 127985, 2022 | 17 | 2022 |
| Estimating monthly surface ozone using multi-source satellite products in China based on Deep Forest model X Chen, Z Wang, Y Shangguan, J Yu, B Hu, Q Shen, J Xue, X Zhang, ... Atmospheric Environment 307, 119819, 2023 | 9 | 2023 |
| The validity domain of sensor fusion in sensing soil quality indicators J Xue, X Zhang, S Chen, R Lu, Z Wang, N Wang, Y Hong, X Chen, Y Xiao, ... Geoderma 438, 116657, 2023 | 8 | 2023 |
| Spectral-guided ensemble modelling for soil spectroscopic prediction S Chen, J Xue, Z Shi Geoderma 437, 116594, 2023 | 8 | 2023 |
| Potential of globally distributed topsoil mid-infrared spectral library for organic carbon estimation Y Hong, J Sanderman, T Hengl, S Chen, N Wang, J Xue, Z Zhuo, J Peng, ... Catena 235, 107628, 2024 | 6 | 2024 |
| Delineation and optimization of cotton farmland management zone based on time series of soil-crop properties at landscape scale in south Xinjiang, China N Wang, D Xu, J Xue, X Zhang, Y Hong, J Peng, H Li, AM Mouazen, Y He, ... Soil and Tillage Research 231, 105744, 2023 | 6 | 2023 |