Assessfy GovTech & Civic Lab Advanced 6 milestones 100 marks

Urban Rooftop Rainwater Harvesting Potential Mapper for City Planners

Theme: Jal Shakti & Sanitation Type: Government / Civic-tech problem-statement project Tags: Water, Sanitation, SDG 6 Team: up to 4 Assessment: 6 impact-lifecycle milestones (100 marks) Hackathon/AICTE-activity-points eligible

Real-world project · AICTE-aligned · AI-graded · Audit-ready certificate

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Available mentors
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Enrolled students
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Core skills
About this project

Objective: To enable municipal authorities to identify, analyze, and visualize the rainwater harvesting potential of urban rooftops using geospatial and public datasets.

Urban Indian municipalities face significant challenges in ensuring sustainable water supply and managing urban flooding, driven by rapid development and limited water resources. Many city rooftops remain underutilized for rainwater harvesting, and planners lack efficient, data-driven tools to assess and promote rooftop rainwater harvesting at scale. This problem directly maps to SDG 6 (Clean Water & Sanitation) and is relevant to departments overseeing urban development, water resources, and city planning.

The proposed solution is a digital platform that maps, analyzes, and visualizes the rainwater harvesting potential of urban rooftops using satellite imagery, open geospatial datasets, rainfall data, and municipal building records. The platform will help authorities and citizens identify high-potential buildings, estimate water yield, and recommend harvesting designs based on location, roof area, and rainfall characteristics.

Key features include rooftop detection using computer vision (satellite and aerial imagery), rainfall and roof area calculation, interactive city heatmaps, downloadable reports for planners, and a pilot-ready web dashboard with simulated field validation. The working prototype will process real city data, generate actionable rooftop-level insights, and provide a user-friendly interface for planners and stakeholders.

The tool aims to increase rainwater harvesting adoption, reduce urban flooding risk, and support informed decision-making at ward and city levels. Impact will be measured by the number of high-potential rooftops identified, pilot adoption metrics, and improved municipal water planning. The solution is scalable to other cities and supports integration with national urban water missions.

Milestones
1. Problem & Stakeholder Understanding
10 marks 21d
Deliver a stakeholder map and requirements brief validated by local municipal planners; reviewed for completeness and relevance.
2. Landscape Survey & Open-Data Sourcing
10 marks 21d
Compile and validate satellite, rainfall, and urban rooftop datasets for a target city; reviewed by data coverage and quality.
3. Solution Design & Architecture
15 marks 28d
Submit system architecture diagram, data flow, and UI wireframes; reviewed for technical feasibility and user-centric design.
4. Prototype / Build
30 marks 35d
Develop a working web dashboard and backend for rooftop detection, mapping, and water potential estimation; reviewed by functional testing with real city data.
5. Pilot & Impact Measurement
25 marks 35d
Run a city ward-level pilot, generate potential reports, and collect feedback; reviewed by quantifiable impact metrics and user validation.
6. Stakeholder Demo & Pitch
10 marks 21d
Present a live demo and impact report to municipal stakeholders; reviewed by clarity, usability, and potential for scaling.
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Skills you'll learn
GovTechCivicGovernmentPublic sectorDigital IndiaJal Shakti & SanitationWaterSanitationSDG 6Geospatial data analysis and satellite image processingComputer vision for rooftop detectionData integration from multiple public sourcesInteractive web UI/UX for planners and stakeholdersUrban water resource modeling and impact estimationStakeholder engagement with municipal authoritiesImpact measurement and reporting
Tools used
ISRO Bhuvan satellite imageryOpenStreetMap (OSM) rooftop and building datadata.gov.in rainfall and urban datasetsScikit-image or TensorFlow for computer visionLeaflet or Mapbox for interactive mappingMunicipal open data portals (ward/building records)Python Flask or Node.js for backendSimulated DPI mockups (for public dashboards)
Prerequisites
Basic GIS and remote sensing conceptsPython or JavaScript programming for data processingFamiliarity with web development frameworksIntroductory urban planning or environmental engineering knowledge
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