Advanced analysis of soil pollution in southwestern Ghana using Variational Autoencoders (VAE) and positive matrix factorization (PMF)

Advanced analysis of soil pollution in southwestern Ghana using Variational Autoencoders (VAE) and positive matrix factorization (PMF)

The study combined the Positive Matrix Factorization (PMF) receptor model with the Variational Autoencoders (VAE) Machine Learning technique and ecological risk indices to study the spatial distribution, sources and patterns of soil pollution in the study area. 719 soil samples were analysed for sel...

Full description

Saved in:
Bibliographic Details
Main Authors: Raymond Webrah Kazapoe, Daniel Kwayisi, Seidu Alidu, Samuel Dzidefo Sagoe, Aliyu Ohiani Umaru, Ebenezer Ebo Yahans Amuah, Millicent Obeng Addai, Obed Fiifi Fynn
Format: Article
Language:English
Published: Elsevier 2025-06-01
Series:Environmental and Sustainability Indicators
Subjects:
Toxicity
Galamsey
Gold mining
Environmental degradation
Data reduction
Online Access:http://www.sciencedirect.com/science/article/pii/S2665972725000480
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

http://www.sciencedirect.com/science/article/pii/S2665972725000480

Similar Items