Development and applications of GIS-based spatial analysis in environmental geochemistry in the big data era

H Xu, C Zhang - Environmental Geochemistry and Health, 2023 - Springer
The research of environmental geochemistry entered the big data era. Environmental big
data is a kind of new method and thought, which brings both opportunities and challenges to …

Elucidating the spatial determinants of heavy metals pollution in different agricultural soils using geographically weighted regression

L Yang, F Meng, C Ma, D Hou - Science of the Total Environment, 2022 - Elsevier
Intensive human activities caused massive socio-economic and land-use changes that
directly or indirectly resulted in excessive accumulation of heavy metals in agricultural soils …

Spatially varying relationships of soil Se concentration and rice Se concentration in Guangxi, China: A geographically weighted regression approach

B Li, X Liu, C Zhang, T Yu, T Wu, X Zhuo, C Li, L Wang… - Chemosphere, 2023 - Elsevier
In recent years, the biogeochemical behavior and environmental impact of Selenium (Se) on
soil-plant systems have received widespread attention, and traditional statistical methods …

Geographically convolutional neural network weighted regression: a method for modeling spatially non-stationary relationships based on a global spatial proximity …

Z Dai, S Wu, Y Wang, H Zhou, F Zhang… - International Journal …, 2022 - Taylor & Francis
Geographically weighted regression (GWR) is a classical method of modeling spatially non-
stationary relationships. The geographically neural network weighted regression (GNNWR) …

Soil organic carbon content increase in the east and south of China is accompanied by soil acidification

XL Sun, B Minasny, YJ Wu, HL Wang, XH Fan… - Science of The Total …, 2023 - Elsevier
Increased soil organic carbon (OC) in China has been reported in the past two decades,
suggesting the sequestration of atmospheric carbon dioxide into soil, mitigating climate …

A 10-year monitoring of soil properties dynamics and soil fertility evaluation in Chinese hickory plantation regions of southeastern China

J Jin, L Wang, K Müller, J Wu, H Wang, K Zhao… - Scientific Reports, 2021 - nature.com
Monitoring the temporal and spatial variation of soil properties is helpful to understand the
evolution of soil properties and adjust the management method in time. Soil fertility …

Use of geographically weighted regression (GWR) to reveal spatially varying relationships between Cd Accumulation and soil properties at field scale

Z Chen, S Zhang, W Geng, Y Ding, X Jiang - Land, 2022 - mdpi.com
The spatial variation of correlation between Cd accumulation and its impact factors plays an
important role in precise management of Cd contaminated farmland. Samples of topsoils (n …

Effect of environmental factors on soil properties under different land use types in a typical basin of the North China Plain

Z Feng, L Wang, Q Peng, J Li, T Liang - Journal of Cleaner Production, 2022 - Elsevier
Soil physicochemical properties can not only reflect ecosystem integrity, land quality and
biogeochemical processes, but also are impacted by diverse land use types formed by …

Exploration of the spatially varying relationships between lead and aluminium concentrations in the topsoil of northern half of Ireland using Geographically Weighted …

H Xu, P Croot, C Zhang - Geoderma, 2022 - Elsevier
The investigation of spatially varying relationships provides a novel and effective way to
identify the influencing factors and potential sources of potentially toxic elements (PTEs) …

[HTML][HTML] Identification of possible sources for potentially toxic elements and polycyclic aromatic hydrocarbons and their spatially varying relationships in urban soils of …

H Xu, H Wang, BP Singh, P Croot, C Zhang - Environmental Pollution, 2023 - Elsevier
Potentially toxic elements (PTEs) and polycyclic aromatic hydrocarbons (PAHs) harm the
ecosystem and human health, especially in urban areas. Identifying and understanding their …