Songchao Chen

Orcid: 0000-0003-1245-0482

According to our database1, Songchao Chen authored at least 22 papers between 2015 and 2024.

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Bibliography

2024
Evaluating the Soil Quality Index Using Three Methods to Assess Soil Fertility.
Sensors, February, 2024

A two-dimensional bare soil separation framework using multi-temporal Sentinel-2 images across China.
Int. J. Appl. Earth Obs. Geoinformation, 2024

2023
Fine Resolution Mapping of Soil Organic Carbon in Croplands with Feature Selection and Machine Learning in Northeast Plain China.
Remote. Sens., October, 2023

A comparison of multiple deep learning methods for predicting soil organic carbon in Southern Xinjiang, China.
Comput. Electron. Agric., September, 2023

Comparison of Depth-Specific Prediction of Soil Properties: MIR vs. Vis-NIR Spectroscopy.
Sensors, July, 2023

Future changes and driving factors of global peak vegetation growth based on CMIP6 simulations.
Ecol. Informatics, July, 2023

Remote Sensing Data for Digital Soil Mapping in French Research - A Review.
Remote. Sens., June, 2023

Sentinel-2 and Sentinel-1 Bare Soil Temporal Mosaics of 6-year Periods for Soil Organic Carbon Content Mapping in Central France.
Remote. Sens., May, 2023

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., April, 2023

Exploring the Potential of vis-NIR Spectroscopy as a Covariate in Soil Organic Matter Mapping.
Remote. Sens., March, 2023

Towards Optimal Variable Selection Methods for Soil Property Prediction Using a Regional Soil Vis-NIR Spectral Library.
Remote. Sens., January, 2023

2022
Global Soil Salinity Prediction by Open Soil Vis-NIR Spectral Library.
Remote. Sens., 2022

Digital Mapping of Soil Organic Carbon with Machine Learning in Dryland of Northeast and North Plain China.
Remote. Sens., 2022

Comparing Two Different Development Methods of External Parameter Orthogonalization for Estimating Organic Carbon from Field-Moist Intact Soils by Reflectance Spectroscopy.
Remote. Sens., 2022

2021
Evaluation of Optimized Preprocessing and Modeling Algorithms for Prediction of Soil Properties Using VIS-NIR Spectroscopy.
Sensors, 2021

2020
Fine-Resolution Mapping of Soil Total Nitrogen across China Based on Weighted Model Averaging.
Remote. Sens., 2020

Rapid Determination of Soil Class Based on Visible-Near Infrared, Mid-Infrared Spectroscopy and Data Fusion.
Remote. Sens., 2020

Improved Mapping of Potentially Toxic Elements in Soil via Integration of Multiple Data Sources and Various Geostatistical Methods.
Remote. Sens., 2020

2019
Evaluation of Machine Learning Approaches to Predict Soil Organic Matter and pH Using vis-NIR Spectra.
Sensors, 2019

Satellite data integration for soil clay content modelling at a national scale.
Int. J. Appl. Earth Obs. Geoinformation, 2019

2018
Assessment of important soil properties related to Chinese Soil Taxonomy based on vis-NIR reflectance spectroscopy.
Comput. Electron. Agric., 2018

2015
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., 2015


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