Puzhakkal_River_Water_Quality_Study.pptx

Puzhakkal_River_Water_Quality_Study
Puzhakkal_River_Water_Quality_Study
Puzhakkal_River_Water_Quality_Study
Puzhakkal_River_Water_Quality_Study
Puzhakkal_River_Water_Quality_Study

1. Modeling and Prediction of Urban Waste Water Discharge Impact on River Water Quality Arun M & Swathy M G

2. Introduction • Rivers plays a crucial in our daily life. • Pollution from urbanization and industry degrades water quality is a main threat • Selected site for project is Puzhakkal River inorder to identify the different impacts in water due to waste that are dumped in it. • Goal: Understand long-term water quality trends for effective management.

3. Objectives • Annual Water Quality Trend Analysis - Identify pollution trends using statistical techniques. • Water Quality Modeling and Prediction - Use QUAL2K and regression models for forecasting. • GIS-Based Spatial Analysis - Map pollution sources and contamination hotspots. • Field Validation - Conduct water quality tests to improve accuracy.

4. Methodology: Data Collection • Water Quality Data: Kerala SPCB, CPCB, and other agencies. • Hydrological Data: River flow, discharge, and pollutant loads. • GIS Data: Land use maps, pollution source locations.

5. Methodology: Water Quality Trend Analysis • Statistical methods to analyze trends in water quality. • Identify pollution patterns and influencing factors.

6. Methodology: Water Quality Modeling (QUAL2K) • Simulate water quality dynamics with pollution inputs. • Calibration and validation using historical data.

7. Methodology: Machine Learning Prediction • Regression model for forecasting future water quality trends.

8. Methodology: GIS-Based Spatial Analysis • Mapping spatial distribution of water quality. • Identifying pollution hotspots using spatial interpolation.

9. Methodology: Field Validation • Conduct water sampling at key locations. • Laboratory analysis for model validation.

10. Referenced Articles • Predicting water quality using QUAL2Kw and ML models (2024). • Impact of wastewater discharge on Ismailia Canal, Egypt (2025). • Karun River water quality trend analysis (2023). • Heavy metal modeling in rivers (2023). • Review of QUAL2K water quality model (2024).