An optimization based framework for water quality assessment and pollution source apportionment employing GIS and machine learning techniques for smart surface water governance
Abstract Spatial evaluation of the region is associated with the assessment of the quality of water. Dump sites pose a significant threat to surface water resources due to the possibility of leachate contamination. The study investigated the impact of water quality deterioration on surface water qua...
Saved in:
| Main Author: | Abhijeet Das |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Springer
2025-08-01
|
| Series: | Discover Environment |
| Subjects: | |
| Online Access: | https://doi.org/10.1007/s44274-025-00327-2 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Surface water quality assessment for drinking and pollution source characterization: A water quality index, GIS approach, and performance evaluation utilizing machine learning analysis
by: Abhijeet Das
Published: (2025-07-01) -
Water pollution and water quality assessment and application of criterion impact loss (CILOS), geographical information system (GIS), artificial neural network (ANN) and decision-learning technique in river water quality management: An experiment on the Mahanadi catchment, Odisha, India
by: Abhijeet Das
Published: (2025-01-01) -
Water quality index modelling and its application on artificial intelligence (AI) in conjunction with machine learning (ML) methodologies for mapping surface water potential zones for drinking activities
by: Abhijeet Das
Published: (2025-08-01) -
Evaluation and downstream effects of household and industrial effluents discharge on some physicochemical parameters and surface Water Quality Index of River Mahanadi, Odisha, India
by: Abhijeet Das
Published: (2025-04-01) -
A data-driven approach utilizing machine learning (ML) and geographical information system (GIS)-based time series analysis with data augmentation for water quality assessment in Mahanadi River Basin, Odisha, India
by: Abhijeet Das
Published: (2025-06-01)