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2025	The Improved Remediation Effect of the Combined Use of Earthworms with Bacillus subtilis-Loaded Biochar in Ameliorating Soda Saline–Alkali Soil Microorganisms Zhichen Liu, Yingxin Huang, Qibiao Li, Luwen Zhang, Zhenke Liu, Zunhao Zhang, Yuxiang Chen
2025	基于无人机高光谱遥感的黑土土壤有机碳含量反演方法研究 Earth Science-Journal of China University of Geosciences Hanshui Yang, Lin Ma, Ruizhen Wang, Weitao Chen, Lizhe Wang
2025	Remediation of soda saline-alkali soil using vermicompost: the remediation mechanisms and enhanced improvement by maize straw Journal of Soils and Sediments Zhichen Liu, Yingxin Huang, Lixin Xu, Jiaolin Li, Lei Zhang, Yan Zhang, Jian Wang, Yuxiang Chen
2025	Soil Water-Soluble Ion Inversion via Hyperspectral Data Reconstruction and Multi-Scale Attention Mechanism: A Remote Sensing Case Study of Farmland Saline–Alkali Lands Agronomy Meichen Liu, Shengwei Zhang, Jing Gao, Bo Wang, Kedi Fang, Lu Liu, Shengwei Lv, Qian Zhang
2025	Diagnosis alfalfa salt stress based on UAV multispectral image texture and vegetation index Plant and Soil Hong Ma, Wenju Zhao, Haiying Yu, Pengtao Yang, Faqi Yang, Zongli Li
2025	Predicting Soil Organic Carbon Content by Combining Unmanned Aerial Vehicle Multispectral Images and Machine Learning Algorithms Journal of Soil Science and Plant Nutrition Guanghui Qi, Hangyu Lu, Yulong Zang, Jiguang Zhang, Xinju Li, Xiao Hu
2024	Inversion model of soil salinity in alfalfa covered farmland based on sensitive variable selection and machine learning algorithms PeerJ Hong Ma, Wenju Zhao, Weicheng Duan, Fangfang Ma, Congcong Li, Zongli Li
2023	Prediction of soil salinity parameters using machine learning models in an arid region of northwest China Computers and Electronics in Agriculture Chao Xiao, Qingyuan Ji, Junqing Chen, Fucang Zhang, Yi Li, Junliang Fan, Xianghao Hou, Fulai Yan, Han Wang
2022	Organic matter in aqueous soil extracts: Prediction of compositional attributes from bulk soil mid-IR spectra using partial least square regressions Geoderma Alla Nasonova, Guy J. Levy, Oshri Rinot, Gil Eshel, Mikhail Borisover
2022	Estimation of Soil Salinization by Machine Learning Algorithms in Different Arid Regions of Northwest China Remote Sensing Xiaofang Jiang, Hanchen Duan, Jie Liao, Pinglin Guo, Cuihua Huang, Xian Xue
2022	Combination of Hyperspectral and Machine Learning to Invert Soil Electrical Conductivity Remote Sensing Pingping Jia, Junhua Zhang, Wei He, Yi Hu, Rong Zeng, Kazem Zamanian, Keli Jia, Xiaoning Zhao
2022	Inversion of Different Cultivated Soil Types’ Salinity Using Hyperspectral Data and Machine Learning Remote Sensing Pingping Jia, Junhua Zhang, Wei He, Ding Yuan, Yi Hu, Kazem Zamanian, Keli Jia, Xiaoning Zhao
2021	Effect of spring irrigation on soil salinity monitoring with UAV-borne multispectral sensor International Journal of Remote Sensing Ning Yang, Shuai Yang, Wenxuan Cui, Zhitao Zhang, Junrui Zhang, Junying Chen, Yu Ma, Congcong Lao, Zhishuang Song, Yinwen Chen
2021	Monitoring properties of the salt-affected soils by multivariate analysis of the visible and near-infrared hyperspectral data CATENA Gopal Ramdas Mahajan, Bappa Das, Bhaskar Gaikwad, Dayesh Murgaonkar, Ashwini Desai, Shaiesh Morajkar, Kiran Puna Patel, Rahul Mukund Kulkarni
2021	Study on the Pretreatment of Soil Hyperspectral and Na+ Ion Data under Different Degrees of Human Activity Stress by Fractional-Order Derivatives Remote Sensing Anhong Tian, Junsan Zhao, Bohui Tang, Daming Zhu, Chengbiao Fu, Heigang Xiong
2020	Estimation of soil salt content by combining UAV-borne multispectral sensor and machine learning algorithms PeerJ Guangfei Wei, Yu Li, Zhitao Zhang, Yinwen Chen, Junying Chen, Zhihua Yao, Congcong Lao, Huifang Chen
2020	Evaluation of the use of spectroradiometry for the determination of soil exchangeable ions after the application of mining coproducts Applied Spectroscopy Reviews Marlon Rodrigues, Marcos Rafael Nanni, Everson Cezar, Glaucio Leboso Alemparte Abrantes dos Santos, Amanda Silveira Reis, Karym Mayara de Oliveira
2019	Quantitative estimation of wastewater quality parameters by hyperspectral band screening using GC, VIP and SPA PeerJ Zheng Xing, Junying Chen, Xiao Zhao, Yu Li, Xianwen Li, Zhitao Zhang, Congcong Lao, Haifeng Wang
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