Digital mapping of GlobalSoilMap soil properties at a broad scale: A review
Soils are essential for supporting food production and providing ecosystem services but are
under pressure due to population growth, higher food demand, and land use competition …
under pressure due to population growth, higher food demand, and land use competition …
Digital mapping of heavy metals in urban soils: A review and research challenges
Heavy metal pollution in urban soil is one of the global environmental problems, and
monitoring its spatial distribution can provide basic data for assessing and managing the …
monitoring its spatial distribution can provide basic data for assessing and managing the …
Decipher soil organic carbon dynamics and driving forces across China using machine learning
The dynamics of soil organic carbon (SOC) play a critical role in modulating global warming.
However, the long‐term spatiotemporal changes of SOC at large scale, and the impacts of …
However, the long‐term spatiotemporal changes of SOC at large scale, and the impacts of …
Climatic seasonality challenges the stability of microbial‐driven deep soil carbon accumulation across China
Microbial residues contribute to the long‐term stabilization of carbon in the entire soil profile,
helping to regulate the climate of the planet; however, how sensitive these residues are to …
helping to regulate the climate of the planet; however, how sensitive these residues are to …
Mapping biocrust distribution in China's drylands under changing climate
Biological soil crusts (biocrusts) are widely distributed in global drylands and have multiple
significant roles in regulating dryland soil and ecosystem multifunctionality. However, maps …
significant roles in regulating dryland soil and ecosystem multifunctionality. However, maps …
Digital mapping of soil pH and carbonates at the European scale using environmental variables and machine learning
Q Lu, S Tian, L Wei - Science of the Total Environment, 2023 - Elsevier
Soil pH and carbonates (CaCO 3) are important indicators of soil chemistry and fertility, and
the prediction of their spatial distribution is critical for the agronomic and environmental …
the prediction of their spatial distribution is critical for the agronomic and environmental …
Impacts of land use/land cover and soil property changes on soil erosion in the black soil region, China
Soil erosion (SE) is seriously threatening grain production and the ecological environment in
the black soil region. Understanding the impact of changes in land use/land cover (LULC) …
the black soil region. Understanding the impact of changes in land use/land cover (LULC) …
[HTML][HTML] Improving model parsimony and accuracy by modified greedy feature selection in digital soil mapping
In the context of increasing soil degradation worldwide, spatially explicit soil information is
urgently needed to support decision-making for sustaining limited soil resources. Digital soil …
urgently needed to support decision-making for sustaining limited soil resources. Digital soil …
Mapping cropland suitability in China using optimized MaxEnt model
X Li, K Wu, S Hao, Z Yue, Z Ran, J Ma - Field Crops Research, 2023 - Elsevier
Context Assessing farmland suitability is a crucial step towards the rational utilization of land
resources and ensuring sustainable agricultural development. Despite China's position as a …
resources and ensuring sustainable agricultural development. Despite China's position as a …
SOC content of global Mollisols at a 30 m spatial resolution from 1984 to 2021 generated by the novel ML-CNN prediction model
X Meng, Y Bao, C Luo, X Zhang, H Liu - Remote Sensing of Environment, 2024 - Elsevier
Carbon cycle is influenced by agricultural soils, and accurately mapping the soil organic
carbon (SOC) content of global Mollisols at a 30 m spatial resolution can contribute to …
carbon (SOC) content of global Mollisols at a 30 m spatial resolution can contribute to …