Modian Xie

Jiangxi University of Finance and Economics — China

Environmental Science · Physical Sciences

9h-index296citations17works11.92yr avg
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Research Topics

Soil Geostatistics and Mapping(9), Soil Carbon and Nitrogen Dynamics(8), Geochemistry and Geologic Mapping(4), Soil and Land Suitability Analysis(4), Land Use and Ecosystem Services(3)

Publications17 total

Comparison of Machine Learning and Geostatistical Methods on Mapping Soil Organic Carbon Density in Regional Croplands and Visualizing Its Location‐Specific Dominators via Interpretable Model
Land Degradation and Development·2025· 2 citedOpen Access
Improved estimation of soil organic carbon stock in subtropical cropland of Southern China based on digital soil mapping and multi-sources data
Geo-spatial Information Science·2025· 1 citedOpen Access
Fine-resolution baseline maps of soil nutrients in farmland of Jiangxi Province using digital soil mapping and interpretable machine learning
CATENA·2024· 13 citedOpen Access
Effects of straw return on soil carbon sequestration, soil nutrients and rice yield of in acidic farmland soil of Southern China
Environment Development and Sustainability·2024· 9 citedOpen Access
A high-resolution map of soil organic carbon in cropland of Southern Chinas
2024Open Access
Spatio-temporal evolution of cropland ecosystem services value and its spatially varying dominate over the past two decades: A case study in Jiangxi Province in Southern China
2024Open Access
Fine-resolution mapping of cropland topsoil pH of Southern China and its environmental application
Geoderma·2024· 20 citedOpen Access
A high-resolution map of soil organic carbon in cropland of Southern China
CATENA·2024· 50 cited
Spatio-temporal evolution of cropland ecosystem services value and its spatially varying dominate over the past two decades: A case study in Jiangxi Province in southern China
Journal of Cleaner Production·2023· 33 cited
Mapping soil organic matter and identifying potential controls in the farmland of Southern China: Integration of multi‐source data, machine learning and geostatistics
Land Degradation and Development·2023· 27 citedOpen Access
Factors Affecting the Vertical Distribution of Silicon in Paddy Soils in Mid-subtropical China
Silicon·2023· 5 cited
Identifying conservation priority zones and their driving factors regarding regional ecosystem services
Environment Development and Sustainability·2023· 9 cited
Potential Risk Evaluation for Soil Environmental Quality Assessment in China Based on Spatial Multi-Criteria Decision-Making Theory
Eurasian Soil Science·2023· 1 cited
Prediction of Soil Organic Carbon Contents in Tibet Using a Visible Near-Infrared Spectral Library
Eurasian Soil Science·2023· 12 cited
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
Journal of Soils and Sediments·2023· 25 cited
Stoichiometry of soil carbon, nitrogen, and phosphorus in farmland soils in southern China: Spatial pattern and related dominates
CATENA·2022· 60 cited
Predicting Bioaccumulation of Potentially Toxic Element in Soil–Rice Systems Using Multi-Source Data and Machine Learning Methods: A Case Study of an Industrial City in Southeast China
Land·2021· 29 citedOpen Access

Frequent Co-authors

Bifeng Hu(16), Zhou Shi(14), Hongyi Li(12), Hanjie Ni(7), Songchao Chen(6), Wanru Zhao(5), Yin Zhou(4), Wanming Deng(4), Yibo Geng(4), Qian Zhu(4), Yefeng Jiang(3), Wenjun Ji(3), Yue Zhou(3), Jie Peng(3), Renbin He(3), Yali Wen(3), Hongfen Teng(3), Junjie Wang(3), Xiaolin Jia(3), Hong‐Yi Li(2)