Development and applications of GIS-based spatial analysis in environmental geochemistry in the big data era
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 …
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 …
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 …
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 …
Geographically weighted regression (GWR) is a classical method of modeling spatially non-
stationary relationships. The geographically neural network weighted regression (GNNWR) …
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 …
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 …
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 …
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 …
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 …
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) …
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 …
Potentially toxic elements (PTEs) and polycyclic aromatic hydrocarbons (PAHs) harm the
ecosystem and human health, especially in urban areas. Identifying and understanding their …
ecosystem and human health, especially in urban areas. Identifying and understanding their …