学术成果:
论文发表:
Wang N., Chen S., Huang J., Frappart F., Taghizadeh-Mehrjardi R., Zhang X., Wigneron J-P., Xue J., Xiao Y., Peng J., Shi Z. *, 2024. Global Soil Salinity Estimation at 10 m Using Multi-source Remote Sensing. Journal of Remote Sensing, 4: 0130.
Wang N, Xu D., Xue J., Zhang X., Hong Y., Peng J., Li H., Mouazen A.M., He Y, Shi Z. *, 2023. Delineation and optimization of cotton farmland management zone based on time series of soil-crop properties at landscape scale in south Xinjiang, China. Soil & Tillage Research, 231, 105744.
Wang N, Peng J., Chen S., Huang J., Li H., Biswas A., He Y., Shi Z. *, 2022. Improving remote sensing of salinity on topsoil with crop residues using novel indices of optical and microwave bands. Geoderma, 422, 115935.
Wang N, Peng J., Xue J., Zhang X., Huang J., Biswas A., He Y., Shi Z. *, 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. Geoderma, 409: 115656.
Wang N, Xue J., Peng J., Biswas A., He Y., Shi Z. *, 2020. Integrating remote sensing and landscape characteristics to estimate soil salinity using machine learning methods: A
Bai, J., Wang N, Hu, B., Feng, C., Wang, Y., Peng, J., & Shi, Z. (2023). Integrating multisource information to delineate oasis farmland salinity management zones in southern Xinjiang, China. Agricultural Water Management, 289.
Zhang, X., Chen, S., Xue, J., Wang N, Xiao, Y., Chen, Q., Hong, Y., Zhou, Y., Teng, H., Hu, B., Zhuo, Z., Ji, W., Huang, Y., Gou, Y., Richer-de-Forges, A.C., Arrouays, D., & Shi, Z. (2023). Improving model parsimony and accuracy by modified greedy feature selection in digital soil mapping. Geoderma, 432.
Xue, J., Zhang, X., Chen, S., Lu, R., Wang, Z., Wang N, Hong, Y., Chen, X., Xiao, Y., Ma, Y., & Shi, Z. (2023). The validity domain of sensor fusion in sensing soil quality indicators. Geoderma, 438.
Xiao, Y., Xue, J., Zhang, X., Wang N, Hong, Y., Jiang, Y., Zhou, Y., Teng, H., Hu, B., Lugato, E., Richer-de-Forges, A.C., Arrouays, D., Shi, Z., & Chen, S. (2022). Improving pedotransfer functions for predicting soil mineral associated organic carbon by ensemble machine learning. Geoderma, 428.
Chen, S., Xu, H., Xu, D., Ji, W., Li, S., Yang, M., Hu, B., Zhou, Y., Wang N, Arrouays, D., & Shi, Z. (2021). Evaluating validation strategies on the performance of soil property prediction from regional to continental spectral data. Geoderma, 400.
(二)授权专利:
国家发明专利:一种利用遥感构建指数估算秸秆残留农田土壤盐分的方法(史舟, 王楠, 薛杰, 彭杰),专利号:ZL202111385163.2,授权公告日: 2023.4.18.
国家发明专利:一种利用时间序列遥感影像联合估算土壤剖面盐分的方法(史舟, 王楠, 彭杰, 薛杰),专利号:ZL202111370955.2,授权公告日: 2022.8.23.