Songchao Chen

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 21

Top Topics

Machine Learning

Feature Selection

Top Venues

Comput. Electron. Agric.

Ecol. Informatics

Publications

Hiba Chaudhry, Hiteshkumar Bhogilal Vasava, Songchao Chen, Daniel D. Saurette, Anshu Beri, Adam W. Gillespie, Asim Biswas
Evaluating the Soil Quality Index Using Three Methods to Assess Soil Fertility. Sensors 24 (3) (2024)
Yu Wang, Songchao Chen, Yongsheng Hong, Bifeng Hu, Jie Peng, Zhou Shi
A comparison of multiple deep learning methods for predicting soil organic carbon in Southern Xinjiang, China. Comput. Electron. Agric. 212 (2023)
Jianxin Yin, Zhan Shi, Baoguo Li, Fujun Sun, Tianyu Miao, Zhou Shi, Songchao Chen, Meihua Yang, Wenjun Ji
Prediction of Soil Properties in a Field in Typical Black Soil Areas Using in situ MIR Spectra and Its Comparison with vis-NIR Spectra. Remote. Sens. 15 (8) (2023)
Anne C. Richer-de-Forges, Qianqian Chen, Nicolas N. Baghdadi, Songchao Chen, Cécile Gomez, Stéphane Jacquemoud, Guillaume Martelet, Vera L. Mulder, Diego Urbina-Salazar, Emmanuelle Vaudour, Marie Weiss, Jean-Pierre Wigneron, Dominique Arrouays
Remote Sensing Data for Digital Soil Mapping in French Research - A Review. Remote. Sens. 15 (12) (2023)
Xianglin Zhang, Jie Xue, Songchao Chen, Nan Wang, Tieli Xie, Yi Xiao, Xueyao Chen, Zhou Shi, Yuanfang Huang, Zhiqing Zhuo
Fine Resolution Mapping of Soil Organic Carbon in Croplands with Feature Selection and Machine Learning in Northeast Plain China. Remote. Sens. 15 (20) (2023)
Meihua Yang, Songchao Chen, Xi Guo, Zhou Shi, Xiaomin Zhao
Exploring the Potential of vis-NIR Spectroscopy as a Covariate in Soil Organic Matter Mapping. Remote. Sens. 15 (6) (2023)
Xianglin Zhang, Jie Xue, Yi Xiao, Zhou Shi, Songchao Chen
Towards Optimal Variable Selection Methods for Soil Property Prediction Using a Regional Soil Vis-NIR Spectral Library. Remote. Sens. 15 (2) (2023)
Zhan Shi, Jianxin Yin, Baoguo Li, Fujun Sun, Tianyu Miao, Yan Cao, Zhou Shi, Songchao Chen, Bifeng Hu, Wenjun Ji
Comparison of Depth-Specific Prediction of Soil Properties: MIR vs. Vis-NIR Spectroscopy. Sensors 23 (13) (2023)
Diego Urbina-Salazar, Emmanuelle Vaudour, Anne C. Richer-de-Forges, Songchao Chen, Guillaume Martelet, Nicolas N. Baghdadi, Dominique Arrouays
Sentinel-2 and Sentinel-1 Bare Soil Temporal Mosaics of 6-year Periods for Soil Organic Carbon Content Mapping in Central France. Remote. Sens. 15 (9) (2023)
Hongfen Teng, Songchao Chen, Bifeng Hu, Zhou Shi
Future changes and driving factors of global peak vegetation growth based on CMIP6 simulations. Ecol. Informatics 75 (2023)
Yin Zhou, Songchao Chen, Bifeng Hu, Wenjun Ji, Shuo Li, Yongsheng Hong, Hanyi Xu, Nan Wang, Jie Xue, Xianglin Zhang, Yi Xiao, Zhou Shi
Global Soil Salinity Prediction by Open Soil Vis-NIR Spectral Library. Remote. Sens. 14 (21) (2022)
Wu Yu, Yongsheng Hong, Songchao Chen, Yiyun Chen, Lianqing Zhou
Comparing Two Different Development Methods of External Parameter Orthogonalization for Estimating Organic Carbon from Field-Moist Intact Soils by Reflectance Spectroscopy. Remote. Sens. 14 (6) (2022)
Xianglin Zhang, Jie Xue, Songchao Chen, Nan Wang, Zhou Shi, Yuanfang Huang, Zhiqing Zhuo
Digital Mapping of Soil Organic Carbon with Machine Learning in Dryland of Northeast and North Plain China. Remote. Sens. 14 (10) (2022)
Rebecca-Jo Vestergaard, Hiteshkumar Vasava, Doug Aspinall, Songchao Chen, Adam Gillespie, Viacheslav Adamchuk, Asim Biswas
Evaluation of Optimized Preprocessing and Modeling Algorithms for Prediction of Soil Properties Using VIS-NIR Spectroscopy. Sensors 21 (20) (2021)
Fang Xia, Bifeng Hu, Youwei Zhu, Wenjun Ji, Songchao Chen, Dongyun Xu, Zhou Shi
Improved Mapping of Potentially Toxic Elements in Soil via Integration of Multiple Data Sources and Various Geostatistical Methods. Remote. Sens. 12 (22) (2020)
Hanyi Xu, Dongyun Xu, Songchao Chen, Wanzhu Ma, Zhou Shi
Rapid Determination of Soil Class Based on Visible-Near Infrared, Mid-Infrared Spectroscopy and Data Fusion. Remote. Sens. 12 (9) (2020)
Yue Zhou, Jie Xue, Songchao Chen, Yin Zhou, Zongzheng Liang, Nan Wang, Zhou Shi
Fine-Resolution Mapping of Soil Total Nitrogen across China Based on Weighted Model Averaging. Remote. Sens. 12 (1) (2020)
Meihua Yang, Dongyun Xu, Songchao Chen, Hongyi Li, Zhou Shi
Evaluation of Machine Learning Approaches to Predict Soil Organic Matter and pH Using vis-NIR Spectra. Sensors 19 (2) (2019)
Thomas Loiseau, Songchao Chen, V. L. Mulder, Mercedes Román Dobarco, Anne C. Richer-de-Forges, Sébastien Lehmann, Hocine Bourennane, Nicolas P. A. Saby, Manuel P. Martin, Emmanuelle Vaudour, Cécile Gomez, Philippe Lagacherie, Dominique Arrouays
Satellite data integration for soil clay content modelling at a national scale. Int. J. Appl. Earth Obs. Geoinformation 82 (2019)
Dongyun Xu, Wanzhu Ma, Songchao Chen, Qingsong Jiang, Kang He, Zhou Shi
Assessment of important soil properties related to Chinese Soil Taxonomy based on vis-NIR reflectance spectroscopy. Comput. Electron. Agric. 144 (2018)
Shuo Li, Wenjun Ji, Songchao Chen, Jie Peng, Yin Zhou, Zhou Shi
Potential of VIS-NIR-SWIR Spectroscopy from the Chinese Soil Spectral Library for Assessment of Nitrogen Fertilization Rates in the Paddy-Rice Region, China. Remote. Sens. 7 (6) (2015)