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Training Programme

Module 1 · Climate Resilience

Climate Resilient Cities

Risk Profiling · Heat Island Mapping · Flood Vulnerability · Master Plan Integration

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Context & Relevance for GUDM Officers
Gujarat’s rapidly urbanising cities face compounding climate risks — extreme heat, urban flooding, and water stress. Most Master Plans and Development Control Regulations are prepared without ward-level hazard data, making cities vulnerable to foreseeable and preventable risks. Embedding climate resilience at the planning stage costs a fraction of post-disaster infrastructure repair and is now a governance imperative for GUDM officers.
Training Sessions
1
Understanding Urban Climate Risks — Participants examine how heat, flooding, and water stress interact in urban settings — using Gujarat city case studies, ward-level risk maps, and real climate data to ground the discussion in local reality.
2
Urban Heat Island Identification — Hands-on work with satellite thermal imagery to map heat island intensity across wards — identifying hotspot zones, analysing trends, and linking land cover changes to temperature rise.
3
Flood Vulnerability Assessment — Spatial overlay of drainage capacity, land imperviousness, and population data to rank flood-risk areas — practical application using city-specific datasets and open mapping platforms.
4
Integrating Climate Data into Master Plans — Workshop embedding hazard setbacks, green buffer norms, and climate-responsive DCR modifications — participants draft a climate clause directly applicable to a live Master Plan.
5
Early Warning and Response Protocol Design — Designing ward-level alert protocols linked to national forecast data — participants map response chains, escalation thresholds, and coordination responsibilities for their municipality.
6
Investment Prioritisation for Resilience — Structured exercise comparing green versus grey infrastructure options — estimating risk-reduction value per rupee for typical Gujarat municipal scenarios using established frameworks.
LGEOM’s Relevant Experience
✓  Urban Thermography & Heat Island Mapping — Gujarat ULBs
Developed a satellite thermal analytics platform for Gujarat Municipal Corporations mapping UHI intensity, hotspot trends, and population heat exposure at ward level.
✓  Web-GIS Portal — GMDC Environmental Monitoring
Built and deployed a production Web-GIS portal with multi-temporal satellite change detection and environmental analytics for a major Government of Gujarat enterprise.
✓  GIS-Based LULC & Hazard Layer Mapping
Conducted land use and land cover mapping across multiple Gujarat ULBs — providing the verified spatial baseline for climate risk assessments and hazard profiling.
✓  Digital Twin Urban Forestry — Green Cover & Heat Analytics
Developed an urban canopy monitoring platform with heat mitigation analytics — directly linked to UHI assessment and climate resilience planning for Gujarat cities.
Aligned with: Smart Cities MissionAMRUT 2.0NAPCC Urban ClimateNDMA GuidelinesGujarat Climate Action Plan
Module 2 · Clean Air

Clean Air, Liveable Cities

Source Identification · Ward-Level Action Plans · Monitoring Systems · Regulatory Compliance

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Context & Relevance for GUDM Officers
Air quality in Gujarat’s urban areas is deteriorating under pressure from construction, industrial growth, and vehicular density. Most municipalities lack the technical capacity to identify dominant pollution sources by ward, design targeted interventions, or coordinate enforcement across departments. Clean Air Action Plans are now a mandatory regulatory requirement for all municipal corporations — GUDM officers need the tools to prepare and deliver them.
Training Sessions
1
Urban Air Pollution — Sources and Categories — Session covering source categories — construction dust, vehicular emissions, industrial plumes, waste burning — and how each is identified and quantified using monitoring data and spatial analysis.
2
Reading and Interpreting Air Quality Data — Participants work with live AQI station data and satellite aerosol measurements to understand pollution patterns, seasonal trends, and ward-level hotspot identification.
3
Preparing Ward-Level Clean Air Action Plans — Structured workshop guiding participants through CAAP preparation — source prioritisation, intervention selection, measurable AQI targets, timelines, and departmental responsibility assignment.
4
Multi-Department Enforcement Coordination — Practical session designing shared enforcement protocols across Public Works, Traffic, and Environment teams — spatial zone assignments, accountability matrices, and shared reporting.
5
Monitoring Progress and Compliance Reporting — Training on monitoring schedules, measuring reduction outcomes, and preparing CAAP progress reports aligned with CPCB and state government submission requirements.
6
Citizen Engagement in Air Quality Governance — Designing public communication strategies — neighbourhood alerts, awareness campaigns — that build civic understanding and voluntary compliance with clean air measures.
LGEOM’s Relevant Experience
✓  GIS-Based LULC & Industrial Activity Mapping
Spatial identification of land use zones, industrial clusters, and construction hotspots across Gujarat ULBs — the analytical layer underpinning source apportionment.
✓  Web-GIS Portal for GMDC — Environmental Analytics
Production Web-GIS portal with satellite-based environmental monitoring for a GoG enterprise — architecture applicable to real-time AQI governance dashboards.
✓  Urban Thermography — Satellite Data Processing
Multi-temporal satellite analytics using Sentinel and Landsat — extended pipeline applicable to atmospheric aerosol monitoring and pollution trend analysis.
✓  GIS-Enabled UAV Surveys — Spatial Hotspot Mapping
High-resolution drone-based spatial mapping for construction activity monitoring and emission-generating zone identification.
Aligned with: National Clean Air ProgrammeAMRUT 2.0Smart Cities MissionCPCB ComplianceSwachchh Bharat
Module 3 · Water Security

Urban Water Security

Demand Forecasting · Groundwater Protection · NRW Reduction · Wastewater Reuse

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Context & Relevance for GUDM Officers
Water scarcity and groundwater depletion are among the most urgent challenges facing Gujarat’s municipalities. Non-revenue water losses average 30–40% across ULBs, treated wastewater is largely wasted, and new developments are approved without credible water sustainability assessments. Officers who understand water as a finite urban resource are equipped to make planning decisions that do not outpace availability.
Training Sessions
1
Urban Water Demand Forecasting — Participants learn to project 10 and 20-year water demand using population growth, land use change, and consumption benchmarks — applied hands-on to their own city data.
2
Groundwater Recharge Zone Identification — Mapping urban groundwater recharge zones using hydrogeological data and satellite land cover — identifying areas that must be protected as binding conditions in layout approvals.
3
Non-Revenue Water Assessment and Reduction — Identifying NRW components — physical losses, commercial losses, unbilled consumption — and designing reduction programmes using pressure zone management and systematic audit approaches.
4
Treated Wastewater Reuse Planning — Workshop matching STP output quality against non-potable demand sectors — horticulture, construction, industrial use — with regulatory framing and financial structuring.
5
Rainwater Harvesting Compliance Monitoring — Designing permit-linked RWH compliance verification — tracking mandatory structures in new developments and integrating enforcement into the development approval workflow.
6
Water Budgeting for Urban Planners — Building a ward-level water balance — supply, consumption, losses, and recharge — enabling planners to identify water-stressed zones before approving further development.
LGEOM’s Relevant Experience
✓  Web-GIS Asset Management — Water Supply Networks
Designed a comprehensive GIS-based water network asset management platform with IoT/SCADA integration for Gujarat ULBs — covering pipelines, pumping stations, OHTs, and valves.
✓  GIS Mapping — Urban Utility Networks
Conducted spatial mapping and digital updation of urban utility infrastructure across multiple assignments — including complete water supply asset attribute capture.
✓  ArcGIS Operational Management (Multiple Clients)
Deployed ArcGIS platforms with real-time network tracking, maintenance scheduling, and operational dashboards for water and utility sector clients.
✓  GIS-Based LULC — Recharge Zone Mapping
Satellite land cover mapping across Gujarat ULBs — providing the spatial base for groundwater recharge zone identification, delineation, and protection planning.
Aligned with: Jal Jeevan MissionAMRUT 2.0Smart Cities MissionCPHEEO StandardsGroundwater Conservation
Module 4 · Green Cover & Carbon

Green Cover & Carbon Credits

Canopy Baselines · Sequestration Measurement · Carbon Market Access · Green Financing

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Context & Relevance for GUDM Officers
Urban green cover is declining across Gujarat’s cities under development pressure, yet most municipalities have no verified inventory of their tree canopy or carbon sequestration potential. Without this data, ULBs cannot protect existing green assets, plan targeted greening, or access the voluntary carbon market — which now offers municipalities a genuine new non-tax revenue stream tied directly to environmental performance.
Training Sessions
1
Establishing a Green Cover Baseline — Using NDVI and satellite imagery to assess ward-level canopy cover, identify declining areas, and produce a verified spatial baseline — the starting point for all green asset governance.
2
Carbon Sequestration Measurement — Allometric equation-based carbon stock estimation for common urban tree species — participants calculate sequestration values for a sample urban forest patch using standard methods.
3
Introduction to Voluntary Carbon Markets — How VCS and Gold Standard urban forestry projects work — methodology selection, project boundary design, baseline setting, validation requirements, and credit issuance process.
4
Setting Up an Urban Tree Inventory System — Participants log sample trees in a spatial management platform — assigning species, health scores, coordinates, and generating plantation tracking and mortality reports.
5
Designing Green Cover Protection Bylaws — Drafting tree preservation orders, green buffer norms, and compensatory plantation requirements — participants adapt model clauses for their specific ULB context.
6
Carbon Finance and Green Funding Access — How carbon credits, green bonds, and NCEF-linked grants work — what municipalities need to demonstrate, and what a basic eligibility assessment looks like for Gujarat ULBs.
LGEOM’s Relevant Experience
✓  Treeplotter Platform — International Tree Management Client
Built a dedicated tree inventory and spatial management platform for an international client — individual tree tracking, health scoring, crown mapping, and reporting.
✓  Digital Twin Urban Forestry — Gujarat ULBs
Designed an urban canopy digital twin with individual tree mapping, health classification, carbon stock quantification, and plantation performance tracking.
✓  Land Assessment Survey & LULC Analytics
NDVI and satellite vegetation mapping across multiple Gujarat assignments — the analytical foundation for establishing green cover baselines and monitoring annual change.
✓  GIS-Enabled UAV Surveys — Canopy Assessment
Drone photogrammetry surveys used for tree crown mapping, canopy height modelling, and plantation health assessment across urban areas.
Aligned with: NAPCC Urban ClimateSmart Cities MissionUrban Biodiversity MissionVoluntary Carbon MarketSwachh Bharat
Module 5 · Circular Cities & Waste

Circular Cities & Solid Waste Management

Dump Site Closure · Segregation Systems · C&D Waste · Circular Economy Principles

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Context & Relevance for GUDM Officers
Poorly managed solid waste remains one of the most visible failures of urban governance in Gujarat. Legacy dump sites are over capacity, source segregation is inconsistent, and C&D waste clogs drainage networks and open spaces. Officers approving large developments without mandating waste infrastructure at the planning stage inherit a management crisis that costs significantly more to resolve after occupancy.
Training Sessions
1
Scientific Closure of Legacy Dump Sites — Technical and regulatory requirements for scientific dump closure — leachate management, gas venting, compaction, engineered capping, and post-closure land use planning under SWM Rules 2016.
2
Designing Ward-Level Source Segregation Systems — Participants design a source segregation rollout for a model ward — collection infrastructure, household communication strategy, compliance monitoring, and enforcement mechanisms.
3
Decentralised Processing — Composting and Biogas — Technical overview of decentralised composting and biogas unit design — siting criteria, technology selection by waste composition, and operational cost benchmarks for Gujarat conditions.
4
Construction and Demolition Waste Management — Regulatory framework under C&D Waste Rules 2016, spatial planning for collection points, and mandatory reuse protocols — participants draft C&D management conditions for GUDM approvals.
5
Circular Economy Principles for Urban Governance — Introduction to circular economy thinking — mapping urban material flows, designing producer responsibility systems, and identifying reuse economy opportunities in city planning.
6
Mandating Waste Infrastructure in Development Approvals — Integrating waste infrastructure requirements — composting pads, C&D yards, segregation bays — as binding conditions in GUDM layout approvals at the planning stage.
LGEOM’s Relevant Experience
✓  GIS-Based LULC & Spatial Analytics — Gujarat ULBs
Spatial identification of land use patterns, illegal dumping hotspots, and optimal waste processing facility locations across Gujarat municipal areas.
✓  Web-GIS Portal for GMDC — Operational Monitoring
Production Web-GIS portal for a GoG enterprise with real-time operational tracking and reporting — architecture applicable to waste flow and compliance monitoring.
✓  ArcGIS Asset Management Platforms (Multiple Clients)
Deployed ArcGIS operational management platforms — applicable to waste collection fleet management, bin network tracking, and compliance dashboards.
✓  GIS-Enabled UAV Surveys — Area Estimation
Drone-based surveys providing volumetric estimation and spatial extent mapping — directly applicable to dump site assessment and illegal dumping monitoring.
Aligned with: Swachh Bharat Mission 2.0SWM Rules 2016AMRUT 2.0Smart Cities MissionC&D Waste Rules
Module 6 · Green Buildings

Green Buildings & Sustainable Infrastructure

GRIHA · IGBC Rating Systems · Energy Efficiency Norms · Developer Incentive Frameworks

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Context & Relevance for GUDM Officers
Buildings account for over 30% of urban energy consumption and carbon emissions in Gujarat’s growing cities. New developments continue to be approved without green building requirements, and most municipalities lack the capacity to enforce energy efficiency norms or administer rating-based incentives. GUDM is positioned to change this at the point of development approval — the most cost-effective intervention in the entire building lifecycle.
Training Sessions
1
GRIHA and IGBC Rating Systems — Comprehensive overview of GRIHA and IGBC criteria, documentation requirements, credit categories, and what compliance practically means for developers in Gujarat’s planning context.
2
Energy Conservation Building Code — ECBC mandatory provisions, prescriptive and performance compliance paths, and how GUDM can integrate energy efficiency requirements into building approvals and occupancy certification.
3
Passive Design Principles for Gujarat’s Climate — Assessing building orientation, shading devices, window-to-wall ratio, natural ventilation, and thermal mass — practical skills for officers evaluating submitted building plans.
4
Designing Green Building Bylaws — Drafting mandatory green building provisions for GUDM approvals — certification thresholds, exemption categories, enforcement mechanisms, and phased implementation pathways.
5
Developer Incentive Frameworks — Designing a calibrated incentive menu — FAR bonuses, premium waivers, fast-track approvals — linked to GRIHA and IGBC certification levels for different development typologies.
6
Rooftop Solar and Renewable Energy Integration — Solar regulations, net metering policies, and embedding renewable energy provisions in development approval conditions — making Gujarat’s buildings energy-transition ready.
LGEOM’s Relevant Experience
✓  Urban Thermography Platform — Building Heat Analytics
Satellite thermal analytics quantifying building contribution to urban heat islands — directly applicable to cool-roof and passive design standard setting for Gujarat.
✓  ArcGIS Asset Management Platforms (Multiple Clients)
Deployed ArcGIS management platforms with IoT integration — applicable to green building compliance tracking and rating certification administration.
✓  GIS-Enabled UAV Surveys — Building Assessment
Drone photogrammetry surveys enabling rooftop area estimation, solar potential mapping, and building envelope assessment at city scale.
✓  Web-GIS Portal Development (Multiple Clients)
Custom role-based spatial dashboards with workflow management — the architecture for a green building compliance and incentive administration system.
Aligned with: BEE Energy EfficiencyECBC ComplianceNet Zero India 2070Smart Cities MissionAMRUT 2.0
Module 7 · Nature-Based Solutions

Nature-Based Solutions, Biodiversity & Blue Economy

Urban Lake Restoration · Green Corridors · Wetland Protection · Ecological Valuation

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Context & Relevance for GUDM Officers
Gujarat’s cities are steadily losing their ecological infrastructure — urban lakes, rivers, wetlands, and coastal zones — to development pressure. Most municipalities treat these as land banks rather than systems that deliver flood protection, groundwater recharge, and urban cooling at zero capital cost. With Gujarat’s extensive coastline and river systems, there is also substantial and largely untapped blue economy potential waiting for informed policy action.
Training Sessions
1
Urban Ecology Fundamentals for Planners — Establishing the functional value of ecological infrastructure — what lakes, wetlands, green corridors, and forests deliver in measurable terms, and what their loss costs municipalities annually.
2
Urban Water Body Restoration Planning — Preparing lake and wetland restoration plans — desilting design, catchment protection, bund repair, and encroachment removal using spatial data and regulatory frameworks.
3
Nature-Based Flood Mitigation — Integrating sponge city principles into Master Plans — retention ponds, permeable surfaces, urban wetlands, and rooftop harvesting as quantifiable flood risk reduction measures.
4
Green Corridor and Biodiversity Planning — Mapping existing green assets, identifying fragmentation points, and designing connected corridor networks linking parks, forests, and water bodies for inclusion in city development plans.
5
Blue Economy Opportunities around Urban Water Bodies — Fishery, aquaculture, eco-tourism, and renewable energy opportunities around urban lakes and coastal zones — with Gujarat-specific case examples and enabling policy frameworks.
6
Valuing Ecological Assets for Decision-Makers — Quantifying ecosystem services — flood protection, groundwater recharge, air purification, carbon sequestration — to build investment cases for nature-based solutions projects.
LGEOM’s Relevant Experience
✓  GIS-Based LULC & Multi-Temporal Change Analysis
Satellite time-series land cover mapping identifying water body encroachment, wetland degradation, and green corridor fragmentation across Gujarat ULB areas over time.
✓  Digital Twin Urban Forestry — Green Asset Monitoring
Urban green asset monitoring platform — directly extensible to lake buffer zones, riparian corridor tracking, and wetland canopy assessment.
✓  Web-GIS Portal for GMDC — Environmental Monitoring
Production satellite-based environmental monitoring portal for a GoG enterprise — proven architecture for large-scale ecological change tracking.
✓  GIS-Enabled UAV Surveys — Water Body Mapping
Drone surveys providing detailed spatial data for lake extent mapping, bund condition assessment, and catchment encroachment documentation.
Aligned with: AMRUT 2.0 — Urban LakesNational Wetlands ProgrammeSmart Cities MissionCRZ RegulationsBlue Economy Policy
Module 8 · Sustainable Mobility

Sustainable Urban Mobility

TOD Planning · Walking & Cycling Networks · Public Transit · EV Infrastructure Standards

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Context & Relevance for GUDM Officers
Transport is the fastest-growing source of urban emissions in Gujarat and a leading driver of air pollution and road fatalities. GUDM-approved developments are frequently designed around private vehicle use — creating car-dependent urban forms that are costly to retrofit. Embedding mobility planning into area development plans at the first approval stage prevents congestion and emissions problems that otherwise become permanent features of the city.
Training Sessions
1
Transit-Oriented Development Principles — TOD planning standards — density gradients, mixed-use mandates, street connectivity requirements, and public space standards around transit nodes — with Gujarat city illustrations.
2
Planning Walkable and Cyclable Streets — Assessing street networks against walkability criteria and designing connected pedestrian and cycling networks — as practical inputs to development plan preparation and approval conditions.
3
Public Transit Integration in Development Plans — Coordinating BRTS, city bus networks, and last-mile connectivity with area development plans — ensuring new layouts are transit-accessible from the day they are occupied.
4
EV Charging Infrastructure in Approvals — Drafting EV charging provisioning standards for GUDM building and layout approval conditions — covering residential, commercial, and mixed-use development typologies.
5
Parking Policy and Demand Management — Parking caps, pricing approaches, and shared parking frameworks to reduce private vehicle dependency — participants draft parking policy clauses for GUDM approval conditions.
6
Road Safety in Urban Layout Design — Applying Safe System principles to road design — speed management, pedestrian priority zones, junction treatments, and school zone standards in GUDM-approved layouts.
LGEOM’s Relevant Experience
✓  GIS-Based LULC & Urban Growth Analytics
Spatial analysis of urban growth, density, and land use patterns — the planning foundation for TOD catchment design and mobility network planning across Gujarat.
✓  Web-GIS Portal Development (Multiple Clients)
Custom spatial dashboards for real-time operational monitoring — adaptable for public transit performance tracking and mobility data governance platforms.
✓  ArcGIS Asset Management (Multiple Clients)
Deployed ArcGIS operational management platforms — directly applicable to transport infrastructure monitoring, road asset management, and condition tracking.
✓  GIS-Enabled UAV Surveys — Transport Corridors
Drone-based surveys for road network mapping, junction geometry assessment, and encroachment identification on transport corridors.
Aligned with: National Urban Transport PolicySmart Cities MissionFAME India EVAMRUT 2.0UN Road Safety Decade
Module 9 · Net Zero & Carbon Transition

Net Zero Cities & Carbon Transition

Municipal GHG Inventory · Emissions Mapping · Transition Roadmaps · Climate Finance

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Context & Relevance for GUDM Officers
Cities account for over 70% of global carbon emissions, and Gujarat’s municipalities are increasingly expected to set and deliver credible net zero commitments. Most ULBs have never conducted a carbon inventory and have no roadmap for aligning with India’s 2070 target. Officers who understand how to measure, plan, and report urban emissions directly contribute to Gujarat’s climate leadership and the state’s access to international climate finance.
Training Sessions
1
Understanding Municipal Carbon Inventories — GHG Protocol methodology — Scope 1, 2, and 3 categories, sector coverage across energy, transport, buildings, waste, and land use — using data municipalities already hold.
2
Mapping Emissions by Sector and Ward — Working with sample city data to disaggregate emissions by sector and identify spatial hotspots — producing a simplified ward-level emissions profile from available municipal records.
3
Preparing a Carbon Transition Roadmap — Structured workshop through decarbonisation pathway design — sector-specific targets, policy lever identification, milestone scheduling, and co-benefit mapping for Gujarat cities.
4
Understanding Climate Finance Mechanisms — Green Climate Fund, GEF, NABARD climate funds, and green bonds — what municipalities need to demonstrate to apply, and a basic eligibility assessment for Gujarat ULBs.
5
Setting Science-Aligned Net Zero Targets — Methodology for setting targets consistent with 1.5°C science, India’s NDC, and state climate commitments — applied directly to participant city emissions profiles.
6
Carbon Reporting and MRV Systems — Designing a Measurement, Reporting, and Verification system for annual carbon disclosure — data collection protocols, reporting formats, and responsibility assignment.
LGEOM’s Relevant Experience
✓  Digital Twin Urban Forestry — Carbon MRV System
Embedded live carbon sequestration MRV in an urban forestry platform — a deployed component of a municipal carbon accounting and annual reporting system.
✓  Green Cover & Carbon Credits Platform
Developed a voluntary carbon market registration and monitoring system — including carbon stock measurement methodology and annual sequestration change tracking.
✓  Web-GIS Portal for GMDC — Environmental Change Analytics
Production satellite-based environmental monitoring — applicable to annual land use change emissions tracking in municipal carbon inventories.
✓  GIS-Based LULC Analytics — Emissions Baseline
Land cover mapping across Gujarat ULBs — providing verified spatial baseline data for the land use change component of GHG accounting.
Aligned with: India NDC Net Zero 2070Green Climate FundNAPCCSmart Cities MissionUN SDG 13
Module 10 · Digital Tools & Smart Governance

Digital Twins & Emerging Urban Technologies

GIS Platforms · Remote Sensing · Monitoring Dashboards · Smart Governance Frameworks

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Context & Relevance for GUDM Officers
Cities globally are using GIS platforms, remote sensing dashboards, IoT monitoring networks, and urban analytics to plan and manage urban systems more effectively and transparently. Most Gujarat municipalities lack familiarity with these tools and are approving developments without digital infrastructure standards — missing a significant opportunity to build data-ready, accountable, and investment-attractive cities from the ground up.
Training Sessions
1
Introduction to Municipal Digital Twins — What a municipal digital twin is, how it integrates spatial, infrastructure, environmental, and service delivery data, and how cities are using it for planning, monitoring, and public reporting.
2
GIS Platforms for Urban Governance — Hands-on use of GIS tools for planning — viewing spatial layers, overlaying datasets, querying attributes, and generating spatial reports from municipal data.
3
Remote Sensing and Satellite Analytics — How satellite imagery is used for land use change detection, vegetation monitoring, urban expansion tracking, and environmental compliance — using Gujarat examples throughout.
4
IoT and Smart City Monitoring — IoT sensor applications in urban governance — environment, traffic, utilities, and waste — how cities structure sensor networks and integrate data into governance dashboards.
5
Urban Analytics and Decision-Support Dashboards — Participants build a simple decision-support dashboard from publicly available urban data — understanding data governance, interoperability, and spatial visualisation in practice.
6
Digital Standards in Development Approvals — Designing conduit, fibre, sensor readiness, and data interoperability standards as mandatory conditions in GUDM development approvals — future-proofing Gujarat’s cities.
LGEOM’s Relevant Experience
✓  Digital Twin Urban Forestry — Production Deployment
Deployed a production living digital twin of urban tree canopy — individual tree tracking, health monitoring, and carbon quantification — the architecture extended to full municipal twins.
✓  Web-GIS Portal for GMDC — Production Platform
Built and deployed a custom Web-GIS portal for a Government of Gujarat enterprise with satellite imagery integration, role-based dashboards, and real-time change detection.
✓  ArcGIS IoT Asset Management (Multiple Clients)
Deployed ArcGIS platforms integrating IoT sensor data with spatial asset records — applicable to utility, infrastructure, and environmental monitoring.
✓  GIS-Enabled UAV Surveys (Multiple Assignments)
High-resolution drone-based surveys across Gujarat — producing spatial data for planning, monitoring, and compliance applications across municipal clients.
Aligned with: Smart Cities MissionDigital IndiaAMRUT 2.0National Urban Digital MissionBIS Smart Standards
Module 11 · GIS & Land Asset Management

GIS-Based Land Asset Management

Spatial Land Registers · Encroachment Monitoring · Revenue Analytics · Transparent Allocation

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Context & Relevance for GUDM Officers
Gujarat’s municipalities hold significant land wealth that is poorly inventoried, regularly encroached upon, and chronically underutilised. Without a GIS-based land asset register, ULBs cannot identify revenue opportunities, detect encroachments before they consolidate, or allocate land transparently. Municipal financial sustainability is directly tied to how intelligently these assets are known and managed.
Training Sessions
1
Building a GIS-Based Municipal Land Asset Register — Creating and maintaining a spatially referenced municipal land inventory — parcel boundaries, ownership classification, current use, area, and encroachment status using cadastral and satellite data.
2
Land Valuation and Revenue Classification — Classifying municipal land by revenue potential — market value estimation, highest-use analysis, and zone-based categories for lease, development, or conservation.
3
Satellite-Based Encroachment Detection — Using multi-temporal satellite imagery to detect land use change and encroachment — participants identify recent encroachments on municipal land in a sample city area.
4
Identifying Revenue Opportunities from Land Assets — Mapping underutilised municipal land — identifying parcels suitable for lease, auction, affordable housing, or commercial development, with financial estimation frameworks.
5
Designing a Transparent Land Allocation System — Digital land allocation processes — auction-based allotment, documentation standards, spatial records, and public disclosure requirements for accountable governance.
6
Integrating Land Assets with GUDM Approval Records — Linking the municipal land GIS with GUDM development approvals, TP scheme records, and layout plan databases — for unified, cross-referenced spatial governance.
LGEOM’s Relevant Experience
✓  GIS-Based Land Identification & LULC Analytics
Satellite land identification and classification across Gujarat — the core methodology for building a verified, spatially referenced municipal land asset register.
✓  Web-GIS Portal for GMDC — Spatial Analytics Platform
Custom GIS portal with spatial analytics and role-based access for a GoG enterprise — architecture directly applicable to a municipal land management system.
✓  GIS-Enabled UAV Surveys — Boundary Mapping
Drone photogrammetry providing high-accuracy boundary demarcation, area measurement, and encroachment documentation for municipal land parcels.
✓  ArcGIS Asset Management (Multiple Clients)
ArcGIS platforms with ERP integration and operational dashboards — applicable to land record management, parcel monitoring, and compliance tracking.
Aligned with: Digital India Land RecordsSmart Cities MissionAMRUT 2.0GujRERAMunicipal Finance
Module 12 · Sustainability Reporting & SDGs

Municipal Sustainability Reporting & SDG Governance

SDG 11 Indicators · Environmental Status Reports · Ward KPIs · Green Finance Readiness

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Context & Relevance for GUDM Officers
What gets measured gets managed — but most Gujarat municipalities lack the systems to track, report, and communicate environmental performance. Without structured sustainability reporting, ULBs cannot demonstrate progress to state government, access green finance credibly, or build the public trust needed for civic cooperation on environmental action. GUDM is positioned to make sustainability reporting a standard requirement for mission participation.
Training Sessions
1
SDG 11 and Urban Sustainability Indicators — The SDG 11 indicator set — safe housing, transport access, green space, air quality, water, waste, disaster risk, and cultural heritage — with examples drawn from Gujarat cities.
2
Preparing an Environmental Status Report — Step-by-step training on producing an annual ESR — data sources, CPCB and MoHUA reporting formats, mandatory and discretionary indicators, and publication standards.
3
Ward-Level Environmental Monitoring Systems — Designing a ward-level KPI monitoring system — selecting indicators, assigning data responsibility across departments, and setting up a simple tracking and reporting dashboard.
4
Citizen Communication and Public Reporting — Designing public-facing sustainability reporting — plain language dashboards, annual reports, and civic communication of ESR findings to build public trust and cooperation.
5
Green Finance Readiness Assessment — What green bonds, GCF grants, and NABARD climate funds require from municipalities — participants complete a readiness assessment for their own ULB and identify gaps.
6
Institutionalising Reporting Across Departments — Inter-departmental data governance — protocols for Environment, Health, Works, and Revenue to contribute to a shared, auditable annual sustainability report.
LGEOM’s Relevant Experience
✓  Web-GIS Portal for GMDC — Real-Time Monitoring
Production monitoring portal for a Government of Gujarat enterprise — architecture applicable to ward-level environmental KPI dashboards and compliance reporting.
✓  Digital Twin Urban Forestry — MRV System
Live Measurement, Reporting, and Verification framework embedded in an urban forestry platform — a deployed sustainability reporting module for Gujarat.
✓  Net Zero Cities — GHG Inventory & Reporting
Carbon accounting and annual reporting system — a core component of integrated municipal sustainability reporting and climate finance access.
✓  GIS-Based LULC & Environmental Change Analytics
Multi-temporal satellite analytics providing annual environmental change data — the spatial backbone for Environmental Status Report preparation.
Aligned with: UN SDG 11Smart Cities MissionGreen Climate FundMoHUA ESR FrameworkAMRUT 2.0