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NirmalGhat

From Claude Impact Lab, Bhopal, 11 October 2026.

A dashboard that ranks seven Bhopal ghats by pollution concern against CPCB standards, maps them and explains each rank with references to the reports.

The problem

Bhopal faces a serious water-quality monitoring challenge during Ganesh and Durga Visarjan. Although the Madhya Pradesh Pollution Control Board (MPPCB) collects water-quality data from immersion ghats, the results are buried in lengthy reports spanning multiple years. This makes it difficult for authorities to compare pollution levels, identify high-risk locations, and decide where cleaning, aeration, and additional water testing are needed. Visarjan Ghat Watch is a data-driven decision-support tool that transforms these reports into an easy-to-understand dashboard. It compares water-quality readings against CPCB standards, ranks Bhopal's ghats by pollution concerns, displays locations on an interactive map, and provides evidence-backed explanations with references to the original reports. It also generates concise Hindi and English action briefs to help officials prioritize interventions before Visarjan, enabling faster, more informed decisions using existing data.

How it works

Our solution, Visarjan Ghat Watch, is a web-based water-quality monitoring and decision-support platform that converts MPPCB's lengthy water-testing reports into a clear, interactive dashboard. It analyzes historical data from seven Bhopal ghats, compares readings against CPCB water-quality standards, ranks ghats according to pollution concerns, and displays their locations on an interactive map. The platform also explains the reasons behind each ranking, provides references to the original reports for verification, and clearly identifies missing data instead of treating it as clean. It generates concise Hindi and English action briefs to help Bhopal Municipal Corporation officials prioritize water testing, cleaning, and aeration efforts before Visarjan. The goal is to transform complex environmental data into practical, evidence-based decisions.

Team

NirmalGhat