Zhou Shi

Research interests

Publications

• Spatiotemporal co-optimization of agricultural management practices towards climate-smart crop production

  Nature Food · 2024 · https://doi.org/10.1038/s43016-023-00891-x

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

  Nature Communications · 2022 · https://doi.org/10.1038/s41467-022-33278-w

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

  Geoderma · 2021 · https://doi.org/10.1016/j.geoderma.2021.115567

• Mapping high resolution National Soil Information Grids of China

  中国科学通报：英文版 · 2021 · https://doi.org/10.1016/j.scib.2021.10.013

• Significant loss of soil inorganic carbon at the continental scale

  National Science Review · 2021 · https://doi.org/10.1093/nsr/nwab120

• Modelling bioaccumulation of heavy metals in soil-crop ecosystems and identifying its controlling factors using machine learning

  Environmental Pollution · 2020 · https://doi.org/10.1016/j.envpol.2020.114308

• Current status, spatial features, health risks, and potential driving factors of soil heavy metal pollution in China at province level

  Environmental Pollution · 2020 · https://doi.org/10.1016/j.envpol.2020.114961

• Multi-algorithm comparison for predicting soil salinity

  Geoderma · 2020 · https://doi.org/10.1016/j.geoderma.2020.114211

• Identification of the potential risk areas for soil heavy metal pollution based on the source-sink theory

  Journal of Hazardous Materials · 2020 · https://doi.org/10.1016/j.jhazmat.2020.122424

• Evaluation of Machine Learning Approaches to Predict Soil Organic Matter and pH Using vis-NIR Spectra

  Sensors · 2019 · https://doi.org/10.3390/s19020263

• Quantitative Estimation of Soil Salinity Using UAV-Borne Hyperspectral and Satellite Multispectral Images

  Remote Sensing · 2019 · https://doi.org/10.3390/rs11070736

• A methodological framework for identifying potential sources of soil heavy metal pollution based on machine learning: A case study in the Yangtze Delta, China

  Environmental Pollution · 2019 · https://doi.org/10.1016/j.envpol.2019.04.047

• Land use and climate change effects on soil organic carbon in North and Northeast China

  The Science of The Total Environment · 2018 · https://doi.org/10.1016/j.scitotenv.2018.08.016

• Current and future assessments of soil erosion by water on the Tibetan Plateau based on RUSLE and CMIP5 climate models

  The Science of The Total Environment · 2018 · https://doi.org/10.1016/j.scitotenv.2018.04.146

• A high-resolution map of soil pH in China made by hybrid modelling of sparse soil data and environmental covariates and its implications for pollution

  The Science of The Total Environment · 2018 · https://doi.org/10.1016/j.scitotenv.2018.11.230

• Estimating soil salinity from remote sensing and terrain data in southern Xinjiang Province, China

  Geoderma · 2018 · https://doi.org/10.1016/j.geoderma.2018.08.006

• A spatial data mining algorithm for downscaling TMPA 3B43 V7 data over the Qinghai–Tibet Plateau with the effects of systematic anomalies removed

  Remote Sensing of Environment · 2017 · https://doi.org/10.1016/j.rse.2017.08.023

• Application of portable XRF and VNIR sensors for rapid assessment of soil heavy metal pollution

  PLoS ONE · 2017 · https://doi.org/10.1371/journal.pone.0172438

• Prediction of soil attributes using the Chinese soil spectral library and standardized spectra recorded at field conditions

  Soil and Tillage Research · 2015 · https://doi.org/10.1016/j.still.2015.06.004

• Assimilating satellite imagery and visible–near infrared spectroscopy to model and map soil loss by water erosion in Australia

  Environmental Modelling & Software · 2015 · https://doi.org/10.1016/j.envsoft.2015.11.024

• Development of a national VNIR soil-spectral library for soil classification and prediction of organic matter concentrations

  Science China Earth Sciences · 2014 · https://doi.org/10.1007/s11430-013-4808-x

• Assessment and mapping of environmental quality in agricultural soils of Zhejiang Province, China

  Journal of Environmental Sciences · 2007 · https://doi.org/10.1016/s1001-0742(07)60008-4

• Delineation of site-specific management zones using fuzzy clustering analysis in a coastal saline land

  Computers and Electronics in Agriculture · 2007 · https://doi.org/10.1016/j.compag.2007.01.013

Current projects

No projects listed.