GIS-based multicriteria and artificial neural network (ANN) investigation for the assessment of groundwater vulnerability and pollution hazard in the Braga shallow …

H Smida, M Tarki, N Gammoudi, L Dassi - Journal of Contaminant …, 2023 - Elsevier
Groundwater vulnerability and pollution hazard in the Braga shallow aquifer were assessed
through an integrated GIS-based multicriteria analysis and Artificial Neural Network (ANN) …

[HTML][HTML] Prediction of high-risk areas of soil heavy metal pollution with multiple factors on a large scale in industrial agglomeration areas

Z Liu, Y Fei, H Shi, L Mo, J Qi - Science of the Total Environment, 2022 - Elsevier
Heavy metals in soil are a great threat to ecosystems and human health. The rapid
development of industrialization has created a serious risk of heavy metal pollution in soil …

Interactive effects of natural and anthropogenic factors on heterogenetic accumulations of heavy metals in surface soils through geodetector analysis

S Huang, L **ao, Y Zhang, L Wang, L Tang - Science of the Total …, 2021 - Elsevier
The rapid socioeconomic development has led to severe pollution of urban soils by heavy
metals. It is vital to identify and quantify the factors that affect trace-element pollution for …

Quantitative source apportionment and associated driving factor identification for soil potential toxicity elements via combining receptor models, SOM, and geo …

G Guo, K Li, D Zhang, M Lei - Science of the Total Environment, 2022 - Elsevier
Quantitative source apportionment of soil potential toxicity elements (PTEs) and associated
driving factor identification are critical for prevention and control of soil PTEs. In this study …

Spatio-temporal prediction of groundwater vulnerability based on CNN-LSTM model with self-attention mechanism: A case study in Hetao Plain, northern China

Y Zhao, L Yang, H Pan, Y Li, Y Shao, J Li… - Journal of Environmental …, 2025 - Elsevier
Located in northern China, the Hetao Plain is an important agro-economic zone and
population centre. The deterioration of local groundwater quality has had a serious impact …

Analysis of driving factors of spatial distribution of heavy metals in soil of non-ferrous metal smelting sites: Screening the geodetector calculation results combined with …

Y Ma, Y Li, T Fang, Y He, J Wang, X Liu, Z Wang… - Journal of Hazardous …, 2023 - Elsevier
Heavy metals (HMs) discharged from smelting production may pose a major threat to human
health and soil ecosystems. In this study, the spatial distribution characteristics of HMs in the …

Assessment of groundwater vulnerability to nitrate contamination using an improved model in the Regueb Basin, Central Tunisia

R Missaoui, B Abdelkarim, K Ncibi, Y Hamed… - Water, Air, & Soil …, 2022 - Springer
In recent years, Regueb basin has been facing groundwater quality degradation due to the
excessive use of fertilizers and pesticides, which is the result of strong agricultural activities …

Seasonal variations of the dominant factors for spatial heterogeneity and time inconsistency of land surface temperature in an urban agglomeration of central China

Y **ang, C Huang, X Huang, Z Zhou, X Wang - Sustainable Cities and …, 2021 - Elsevier
The urban heat island (UHI) effect is causing a series of environmental, energy and health
problems. Studies on UHI are on the rise; however, some limitations still exist, such as the …

Quantifying influences of interacting anthropogenic-natural factors on trace element accumulation and pollution risk in karst soil

H Tao, X Liao, Y Li, C Xu, G Zhu, DP Cassidy - Science of the total …, 2020 - Elsevier
This study quantified influences of interactions between anthropogenic and natural factors
on trace element accumulation and pollution risk in karst soils at regional and local scales …

Spatial variation of groundwater vulnerability to nitrate pollution under excessive fertilization using index overlay method in central Tunisia (Sidi Bouzid basin)

K Ncibi, R Hadji, S Hajji, H Besser… - Irrigation and …, 2021 - Wiley Online Library
One of the major challenges in assessing groundwater vulnerability to pollution is the
inadequate factors number and weight. Therefore, to carefully improve the assessment of …