Z. Shi

发表

Monitoring soil organic carbon in alpine soils using in situ vis‐NIR spectroscopy and a multilayer perceptron

Songchao Chen, Bifeng Hu, Yin Zhou, 2020, Land Degradation & Development.

Effectiveness of different approaches for in situ measurements of organic carbon using visible and near infrared spectrometry in the Poyang Lake basin area

Songchao Chen, Hongyi Li, Meihua Yang, 2020, Land Degradation & Development.

Soil organic carbon storage, distribution, and influencing factors at different depths in the dryland farming regions of Northeast and North China

Songchao Chen, Yuanfang Huang, Z. Shi, 2022, CATENA.

Improving remote sensing of salinity on topsoil with crop residues using novel indices of optical and microwave bands

Nan Wang, Songchao Chen, Jingyi Huang, 2022, Geoderma.

Data mining of urban soil spectral library for estimating organic carbon

Nan Wang, A. Mouazen, Yiyun Chen, 2022, Geoderma.

Global soil profiles indicate depth-dependent soil carbon losses under a warmer climate

Zhongkui Luo, U. Mishra, Guocheng Wang, 2022, Nature Communications.

Improving pedotransfer functions for predicting soil mineral associated organic carbon by ensemble machine learning

Nan Wang, Yongsheng Hong, E. Lugato, 2022, Geoderma.

Mapping the Levels of Soil Salination and Alkalization by Integrating Machining Learning Methods and Soil-Forming Factors

W. Ji, Jie Peng, Z. Shi, 2022, Remote. Sens..

Estimation of Soil Organic Carbon Using Vis-NIR Spectral Data and Spectral Feature Bands Selection in Southern Xinjiang, China

Bifeng Hu, Jie Peng, Z. Shi, 2022, Sensors.

Global Soil Salinity Prediction by Open Soil Vis-NIR Spectral Library

Yongsheng Hong, Jie Xue, Songchao Chen, 2022, Remote. Sens..

An improved estimate of soil carbon pool and carbon fluxes in the Qinghai-Tibetan grasslands using data assimilation with an ecosystem biogeochemical model

Z. Duan, Songchao Chen, R. Zhao, 2023, Geoderma.

Improving spectral estimation of soil inorganic carbon in urban and suburban areas by coupling continuous wavelet transform with geographical stratification

Yiyun Chen, Yongsheng Hong, Songchao Chen, 2023, Geoderma.

Role of Environment Variables in Spatial Distribution of Soil C, N, P Ecological Stoichiometry in the Typical Black Soil Region of Northeast China

Songchao Chen, Z. Shi, Yuxuan Gou, 2022, Sustainability.

Pollution and risk assessment of potentially toxic elements in soils from industrial and mining sites across China.

Yefeng Jiang, Songchao Chen, Bifeng Hu, 2023, Journal of environmental management.

Decoupling environmental impact from economic growth to achieve Sustainable Development Goals in China.

Jinfeng Chang, Lei Gao, Yefeng Jiang, 2022, Journal of environmental management.

Stoichiometry of soil carbon, nitrogen, and phosphorus in farmland soils in southern China: Spatial pattern and related dominates

Yongsheng Hong, Yefeng Jiang, Bifeng Hu, 2022, CATENA.

Fusion of visible-to-near-infrared and mid-infrared spectroscopy to estimate soil organic carbon

M. A. Munnaf, A. Mouazen, Yongsheng Hong, 2022, Soil and Tillage Research.

Most root-derived carbon inputs do not contribute to long-term global soil carbon storage

A. Cowie, Songchao Chen, Zhongkui Luo, 2023, Science China Earth Sciences.

Correction: In Situ Measurement of Some Soil Properties in Paddy Soil Using Visible and Near-Infrared Spectroscopy

Jingyi Huang, Wenjun Ji, Jingyi Huang, 2016, PloS one.

VIS-NIR reflectance spectroscopy of the organic matter in several types of soils: VIS-NIR reflectance spectroscopy of the organic matter in several types of soils

Lian-qing Zhou, W. Ji, Z. Shi, 2012 .

Diagnosis of cadmium contamination in urban and suburban soils using visible-to-near-infrared spectroscopy.

A. Mouazen, Hang Cheng, Yiyun Chen, 2021, Environmental pollution.

Prediction of soil organic matter using a spatially constrained local partial least squares regression and the Chinese vis–NIR spectral library

Zhou Shi, Wenjun Ji, Songchao Chen, 2015 .

Future changes and driving factors of global peak vegetation growth based on CMIP6 simulations

Songchao Chen, Bifeng Hu, Hongfen Teng, 2023, Ecol. Informatics.

Digital mapping of GlobalSoilMap soil properties at a broad scale: A review

B. Minasny, P. Lagacherie, L. Poggio, 2022, Geoderma.

Delineation and optimization of cotton farmland management zone based on time series of soil-crop properties at landscape scale in south Xinjiang, China

A. Mouazen, Yongsheng Hong, Jie Xue, 2023, Soil and Tillage Research.

Climate and soil management factors control spatio-temporal variation of soil nutrients and soil organic matter in the farmland of Jiangxi Province in South China

Yefeng Jiang, Bifeng Hu, Yue Zhou, 2023, Journal of Soils and Sediments.

Desert Soil Salinity Inversion Models Based on Field In Situ Spectroscopy in Southern Xinjiang, China

Bifeng Hu, Yinfeng He, Jie Peng, 2022, Remote. Sens..

Digital Mapping of Soil Organic Carbon with Machine Learning in Dryland of Northeast and North Plain China

Jie Xue, Songchao Chen, Yuanfang Huang, 2022, Remote. Sens..

Quantifying the agreement and accuracy characteristics of four satellite-based LULC products for cropland classification in China

Nan Wang, Jie Xue, Songchao Chen, 2023, Journal of Integrative Agriculture.

Integrating additional spectroscopically inferred soil data improves the accuracy of digital soil mapping

C. Gomez, Songchao Chen, D. Arrouays, 2023, Geoderma.

Improving model parsimony and accuracy by modified greedy feature selection in digital soil mapping

Nan Wang, Yongsheng Hong, Jie Xue, 2023, Geoderma.

Estimation of soil inorganic carbon with visible near-infrared spectroscopy coupling of variable selection and deep learning in arid region of China

Yongsheng Hong, Songchao Chen, Bifeng Hu, 2023, Geoderma.

Comparison of Depth-Specific Prediction of Soil Properties: MIR vs. Vis-NIR Spectroscopy

Songchao Chen, Bifeng Hu, W. Ji, 2023, Italian National Conference on Sensors.

Prediction of Soil Properties in a Field in Typical Black Soil Areas Using in situ MIR Spectra and Its Comparison with vis-NIR Spectra

Songchao Chen, W. Ji, Z. Shi, 2023, Remote. Sens..

Towards Optimal Variable Selection Methods for Soil Property Prediction Using a Regional Soil Vis-NIR Spectral Library

Jie Xue, Songchao Chen, Z. Shi, 2023, Remote. Sens..

A comparison of multiple deep learning methods for predicting soil organic carbon in Southern Xinjiang, China

Yongsheng Hong, Songchao Chen, Bifeng Hu, 2023, Comput. Electron. Agric..

Strategies for predicting soil organic matter in the field using the Chinese Vis-NIR soil spectral library

Yongsheng Hong, Xi Guo, Songchao Chen, 2023, Geoderma.

Prediction of Soil Organic Carbon Contents in Tibet Using a Visible Near-Infrared Spectral Library

Bifeng Hu, Yin Zhou, Hongyi Li, 2023, Eurasian Soil Science.

Drivers of water erosion-induced lateral soil carbon loss on the Tibetan Plateau

Songchao Chen, Hongfen Teng, D. Wan, 2022, CATENA.

Preliminary risk assessment of regional industrial enterprise sites based on big data.

Yefeng Jiang, Songchao Chen, Bifeng Hu, 2022, The Science of the total environment.

Mapping soil organic matter and identifying potential controls in the farmland of Southern China: Integration of multi‐source data, machine learning and geostatistics

H. Bourennane, Songchao Chen, Bifeng Hu, 2023, Land Degradation & Development.

Exploring the Potential of vis-NIR Spectroscopy as a Covariate in Soil Organic Matter Mapping

Xi Guo, Songchao Chen, Z. Shi, 2023, Remote. Sens..

National-scale mapping of soil organic carbon stock in France: New insights and lessons learned by direct and indirect approaches

Songchao Chen, D. Arrouays, A. Richer-de-Forges, 2023, Soil & Environmental Health.

Spectral fusion modeling for soil organic carbon by a parallel input-convolutional neural network

Nan Wang, Yiyun Chen, Yongsheng Hong, 2023, Geoderma.

Multi‐sensor fusion for the determination of several soil properties in the Yangtze River Delta, China

R. Zhao, S. Chen, Songchao Chen, 2018, European Journal of Soil Science.

Potential of globally distributed topsoil mid-infrared spectral library for organic carbon estimation

Yongsheng Hong, Songchao Chen, Shuo Li, 2024, CATENA.

Fine Resolution Mapping of Soil Organic Carbon in Croplands with Feature Selection and Machine Learning in Northeast Plain China

Jie Xue, Songchao Chen, Z. Shi, 2023, Remote. Sens..

The validity domain of sensor fusion in sensing soil quality indicators

Nan Wang, Yongsheng Hong, Jie Xue, 2023, Geoderma.

A high-resolution map of soil organic carbon in cropland of Southern China

Yongsheng Hong, Songchao Chen, Bifeng Hu, 2024, CATENA.