Appendix H — Program Atlas
Each sheet to the 8-section template + 4-point QA bar (defined inline in Vol III App H Education, the format-reference sector).
Read this chapter in the interactive reader, or download the full 601-page manifesto (PDF).
The People’s Model
Manifesto v2026
Volume III — Implementation Handbook
Appendix H — Program Atlas
Environment sector — sheets H.073–H.090 + H.228 (v1.0)
Each sheet to the 8-section template + 4-point QA bar (defined inline in Vol III App H Education, the format-reference sector).
Problem
Karnataka districts face different climate hazards — coastal storm-surge, drought-prone dryland, malnad landslides, urban heatwaves. Planning still treats climate as one homogeneous national concern.
Program design
- District-level climate-risk maps using IPCC AR6 hazard / exposure / vulnerability framing.
- Map outputs feed Outcome Budget climate cross-cut.
- Annual refresh; published on Open Ledger Bulletin.
- Citizen science contribution channel.
Owning agency
Lead: Karnataka State Climate Change Knowledge Centre + KSPCB
Backup: Department of Science & Technology (Karnataka)
Funding model
Annual cost band: ₹40-60 cr / year
Source: State Budget; NAFCC convergence.
Payment trigger: Per-district map publication + revision cycle.
KPIs
- • Districts with current (≤12-month) risk map — baseline: (new); F: ≥15 districts; B: All 31; C: All 31 + sub-district resolution.
- • Map-output use in capital-project decisions — baseline: (new); F: Baselined; B: Routine for major projects; C: Embedded in App B SOP.
- • Citizen science contributions integrated — baseline: (new); F: Channel live; B: Material volume; C: Sustained engagement.
Standard risk controls
- • Risk: Maps shelved (built, not used). Safeguard: App B SOP requires risk-map citation in business cases above threshold.
- • Risk: Data provenance opacity. Safeguard: Open data; methodology published; peer-reviewable.
- • Risk: Politicisation of risk classification. Safeguard: Independent academic board; Citizen Data Trust certifies process.
Dependencies
- • Vol II Ch 11 Sec. 11.3.
- • App H sheets H.074, H.078, H.088, H.089.
Problem
Karnataka’s dryland districts face declining groundwater and erratic surface water. Watershed works exist on paper but maintenance is unmonitored.
Program design
- Taluk-level watershed plans with community design input.
- Works Corps execution (Vol I Ch 5).
- Groundwater monitoring published per block.
- Lake-and-watershed authority co-ownership in urbanising belts.
Owning agency
Lead: Department of Watershed Development
Backup: Karnataka State Works Corps + Lake Authority
Funding model
Annual cost band: ₹700-1,000 cr / year
Source: State Budget; PMKSY-WDC convergence; MGNREGS labour.
Payment trigger: Per-taluk works completion + groundwater data.
KPIs
- • Block-level groundwater trend (district-weighted) — baseline: Declining in many; F: Baselined per block; B: Stabilised; C: Rising trend.
- • Watershed-asset functional rate — baseline: Variable; F: ≥75%; B: ≥90%; C: ≥98%.
- • Maintenance backlog reduction — baseline: Significant; F: Stable; B: -50%; C: -90%.
Standard risk controls
- • Risk: Asset construction without maintenance. Safeguard: Asset Registry + maintenance-first allocation; Works Corps responsibility.
- • Risk: Contractor capture. Safeguard: Works Corps in-house preferred; published unit costs; rotation.
- • Risk: Community input tokenistic. Safeguard: Time-bound documented consultation; published response.
Dependencies
- • App H sheets H.058, H.075, H.111.
Problem
Karnataka’s Western Ghats and forest landscapes face deforestation, biodiversity loss, and human-wildlife conflict. Top-down enforcement alone fails; community involvement is uneven.
Program design
- Community-based forest governance under FRA + JFM.
- Biodiversity catalogue with citizen science (sheet H.087).
- Human-wildlife conflict response protocols.
- Sustainable livelihood pathways for forest-dependent communities.
Owning agency
Lead: Karnataka Forest Department
Backup: Karnataka Biodiversity Board + ATREE (research partner)
Funding model
Annual cost band: ₹500-700 cr / year
Source: State Budget; CAMPA funds; Centre forestry schemes.
Payment trigger: Per-protected-area governance evidence + conflict-response data.
KPIs
- • Community-governed forest area (cumulative ha) — baseline: Partial; F: Baselined; B: Material expansion; C: Sustained model.
- • Human-wildlife conflict response time — baseline: Variable; F: ≤24 h; B: ≤12 h; C: ≤6 h.
- • Biodiversity index (sampled indicator) — baseline: Decline in places; F: Baselined; B: Stabilised; C: Rising at sampled sites.
Standard risk controls
- • Risk: Community governance capture. Safeguard: Inclusion safeguards; representation rules; rotation.
- • Risk: Encroachment by powerful interests. Safeguard: Transparent registry; published prosecution outcomes; whistleblower protection.
- • Risk: Compensation delays for conflict victims. Safeguard: Auto-eligibility on Case File; published SLA.
Dependencies
- • App H sheets H.087, H.124 (Tribal Plans), H.046.
Problem
Karnataka rooftop-solar potential is significant but adoption is uneven and concentrated in larger consumers. Net-metering rules and process friction limit small-consumer uptake.
Program design
- Streamlined net-metering on the spine.
- Group-aggregation model for small consumers.
- Soft-loan + subsidy for rooftop installation.
- Quality empanelment of installers.
Owning agency
Lead: BESCOM + ESCOMs + Karnataka Renewable Energy Development Ltd (KREDL)
Backup: Department of Energy
Funding model
Annual cost band: ₹400-600 cr / year (subsidy + capacity)
Source: State Budget; PM-Surya Ghar convergence; user-side capital.
Payment trigger: Per-installation commissioning + net-metering activation.
KPIs
- • Rooftop solar capacity installed (cumulative MW) — baseline: Modest; F: Baselined; B: Material rise; C: At/above peer-state benchmark.
- • Net-metering process median time — baseline: Slow; F: ≤14 days; B: ≤7 days; C: ≤3 days.
- • Small-consumer share (households < 5 kW) of installations — baseline: Low; F: ≥40%; B: ≥60%; C: ≥75%.
Standard risk controls
- • Risk: DISCOM resistance from revenue concern. Safeguard: Transparent unit-economics; cross-subsidy preservation; structural reform timeline.
- • Risk: Installer fraud (sub-standard equipment). Safeguard: Empanelment quality audit; vendor blacklist; warranty enforcement.
- • Risk: Capture by aggregators. Safeguard: Open empanelment; rotation; small-consumer priority rules.
Dependencies
- • App H sheets H.077, H.078, H.084.
Problem
Karnataka’s EV adoption — particularly two-wheelers and city fleets — is bottlenecked by patchy charging infrastructure outside Bengaluru.
Program design
- Public charging coverage along NH/SH and at every district HQ.
- Depot charging for city fleets (sheet H.053).
- Open-protocol stations (OCPP); interoperable across vendors.
- Tariff transparency; published per-kWh costs.
Owning agency
Lead: Karnataka Renewable Energy Development Ltd (KREDL) + ESCOMs
Backup: Department of Transport (route planning)
Funding model
Annual cost band: ₹200-350 cr / year (capital + facilitation)
Source: State Budget; FAME-II convergence; PPP where economics allow.
Payment trigger: Per-station commissioning + utilisation data.
KPIs
- • Highway-corridor coverage (charge points per 100 km) — baseline: Sparse; F: ≥1 per 50 km major corridors; B: ≥1 per 25 km; C: Universal corridor coverage.
- • Public station uptime — baseline: (new); F: ≥90%; B: ≥97%; C: ≥99%.
- • Open-protocol (OCPP) compliance rate — baseline: (new); F: 100% new installations; B: 100% all; C: Continuous + audit.
Standard risk controls
- • Risk: Vendor lock-in. Safeguard: Open-protocol mandate; tech-portability clause.
- • Risk: Vandalism / non-maintenance. Safeguard: Maintenance contracts with SLA; insurance; community-anchored siting.
- • Risk: Subsidy capture by large operators. Safeguard: Transparent allocation rules; small-operator share; rotation.
Dependencies
- • App H sheets H.053, H.076, H.082.
Problem
Karnataka’s air-quality monitoring network has gaps outside Bengaluru. Sources and trends are inadequately tracked for action.
Program design
- Continuous Air Quality Monitoring Stations in every major city.
- Low-cost-sensor network for spatial granularity.
- Source-apportionment studies per city.
- Public dashboard with health-action thresholds.
Owning agency
Lead: Karnataka State Pollution Control Board
Backup: IIT Bombay / IISc partnership (calibration)
Funding model
Annual cost band: ₹80-130 cr / year
Source: State Budget; NCAP central share.
Payment trigger: Per-station calibrated data publication.
KPIs
- • Cities with CAAQMS coverage — baseline: Limited; F: All cities >5L population; B: All cities >1L; C: Universal monitoring at policy granularity.
- • Low-cost-sensor coverage (sensors per city) — baseline: (new); F: Baseline floor; B: Material density; C: Ward-level visibility.
- • Source-apportionment study currency (≤3 yrs) — baseline: Outdated in many; F: All major cities; B: All tier-2 cities; C: Continuous refresh.
Standard risk controls
- • Risk: Sensor data quality drift. Safeguard: Independent calibration audits; published QA data.
- • Risk: Politically inconvenient data suppression. Safeguard: Statutory publication; KIC oversight; whistleblower protection.
- • Risk: Vendor capture on monitoring equipment. Safeguard: Open bidder-floor; rotation; technology standards.
Dependencies
- • App H sheets H.049, H.053, H.079, H.082.
Problem
Karnataka industrial-effluent compliance is uneven; visible-pollution events recur. Real-time monitoring is partial and rarely linked to enforcement.
Program design
- Real-time emissions/effluent monitoring at major-source industries.
- Auto-alert to KSPCB and Mission Control on threshold breach.
- Polluter-pays penalties feed monitoring + cleanup fund.
- Public registry of compliance status.
Owning agency
Lead: Karnataka State Pollution Control Board
Backup: Department of Industries & Commerce
Funding model
Annual cost band: ₹120-180 cr / year
Source: State Budget; polluter-pays receipts (ring-fenced).
Payment trigger: Per-source monitoring data + enforcement-action evidence.
KPIs
- • Major-source real-time monitoring coverage — baseline: Partial; F: ≥60%; B: ≥90%; C: 100% with audit.
- • Enforcement action median time from breach detection — baseline: Slow; F: ≤7 days; B: ≤3 days; C: ≤24 h.
- • Compliance rate (sustained) — baseline: Variable; F: Baselined; B: Material rise; C: At/above national benchmark.
Standard risk controls
- • Risk: Tampering with monitoring devices. Safeguard: Tamper-detection in hardware; criminal liability for tampering; sample re-audit.
- • Risk: Inspector capture. Safeguard: Rotation; conflict-of-interest register; published action data.
- • Risk: Settlement of penalties below remediation cost. Safeguard: Published penalty methodology; minimum-floor rule; appeal pathway transparent.
Dependencies
- • App H sheets H.049, H.078, H.080, H.085.
Problem
Karnataka’s freshwater demand grows while treated-wastewater reuse remains low. Water-security gains are foregone.
Program design
- Reuse infrastructure linking STPs (sheet H.046) to industrial and agricultural demand.
- Quality standards by use class.
- Pricing model that incentivises industrial reuse.
- Public dashboard of reuse volumes and quality.
Owning agency
Lead: BWSSB + KUWS&DB + Department of Water Resources
Backup: Karnataka Industrial Areas Development Board (industrial off-take)
Funding model
Annual cost band: ₹300-450 cr / year
Source: State Budget; multilateral debt; industrial user-fees.
Payment trigger: Per-corridor reuse volume + quality test data.
KPIs
- • Treated wastewater reused (% of treated) — baseline: Low; F: ≥20%; B: ≥50%; C: ≥80%.
- • Industrial freshwater displacement (sectors) — baseline: (new); F: Pilot sectors; B: All eligible sectors; C: Embedded as default.
- • Reuse quality compliance rate — baseline: (new); F: ≥85%; B: ≥95%; C: ≥98%.
Standard risk controls
- • Risk: Quality non-compliance harming downstream users. Safeguard: Independent quality testing; user notification; liability rules.
- • Risk: Vendor capture on infrastructure. Safeguard: Open bidder-floor; published unit costs; rotation.
- • Risk: Pricing distortions discouraging reuse. Safeguard: Transparent pricing model; periodic review.
Dependencies
- • App H sheets H.045, H.046, H.079.
Problem
Karnataka’s coast faces sea-level rise, erosion, and cyclonic storm-surge risk. Coastal communities and infrastructure are unevenly protected.
Program design
- Coastal vulnerability mapping (CRZ-aligned).
- Mangrove and dune restoration for soft protection.
- Hard infrastructure only where soft alone insufficient.
- Fisherfolk welfare and relocation support.
Owning agency
Lead: Department of Forest, Ecology & Environment (Coastal Conservation)
Backup: Karnataka State Coastal Zone Management Authority
Funding model
Annual cost band: ₹150-250 cr / year
Source: State Budget; Centre coastal-management funds; multilateral debt.
Payment trigger: Per-stretch protection works + erosion-monitoring data.
KPIs
- • Coastline km with current vulnerability assessment — baseline: Partial; F: ≥60%; B: 100%; C: Continuous refresh.
- • Soft-protection (mangrove/dune) area expansion (ha) — baseline: Variable; F: Baselined; B: Material increase; C: Sustained net gain.
- • Loss-and-damage incidents reduction (storm-event) — baseline: Variable; F: Response capability up; B: Material reduction; C: Sustained low.
Standard risk controls
- • Risk: Hard-infrastructure preference over soft. Safeguard: Soft-first design rule; independent assessment of alternatives.
- • Risk: Forced fisherfolk relocation. Safeguard: Consent-based engagement; LARR Act compliance; published rehabilitation outcomes.
- • Risk: CRZ violations by powerful interests. Safeguard: Transparent enforcement; published prosecution outcomes.
Dependencies
- • App H sheets H.065, H.075, H.073.
Problem
Karnataka cities face rising heatwave intensity; urban tree cover is uneven and declining in places. Outdoor workers, children, and seniors are most exposed.
Program design
- Urban tree-canopy inventory and target per ward.
- Heat Action Plan with health-system response (sheet H.025 alignment).
- Cool-shelter network for heatwave days.
- Built-environment standards (cool roofs, shading).
Owning agency
Lead: the Greater Bengaluru Authority and the five Bengaluru city corporations + tier-2 Municipal Corporations + Karnataka Forest Department
Backup: Karnataka State Disaster Management Authority
Funding model
Annual cost band: ₹100-180 cr / year
Source: State Budget Urban head; NDMF convergence.
Payment trigger: Per-ward canopy data + heatwave response evidence.
KPIs
- • Urban tree-canopy coverage (ward-weighted) — baseline: Variable; F: Baselined; B: Rising trajectory; C: At/above WHO floor.
- • Heatwave-attributable health-events reduction — baseline: (new); F: Baselined; B: Material decline; C: Sustained low.
- • Cool-shelter coverage per ward — baseline: (new); F: Pilot wards; B: All vulnerable wards; C: Universal access.
Standard risk controls
- • Risk: Tree-planting without survival. Safeguard: Survival audit at 2-year mark; payment tied to survival.
- • Risk: Outdoor-worker exclusion from response. Safeguard: Vulnerability Case File integration; targeted outreach.
- • Risk: Cool-roof retrofits captured by single vendor. Safeguard: Open empanelment; rotation; published per-sq-m costs.
Dependencies
- • App H sheets H.025, H.047, H.049, H.084.
Problem
Indoor air pollution from solid-fuel cooking continues to harm Karnataka rural households, particularly women and children.
Program design
- LPG access continuation through PMUY + state subsidy where required.
- Improved-cookstove and biogas alternatives for grid-LPG gaps.
- Behavioural-change communication via CHWs.
- Health-surveillance linkage.
Owning agency
Lead: Department of Health & Family Welfare + Department of Women & Child Development
Backup: Karnataka State Renewable Energy Authority (biogas pathway)
Funding model
Annual cost band: ₹80-130 cr / year (state share over central baseline)
Source: State Budget; PMUY convergence.
Payment trigger: Per-household connection / cookstove distribution + usage data.
KPIs
- • Households with primary clean cooking — baseline: Improving but gaps; F: ≥85%; B: ≥95%; C: ≥99%.
- • Indoor air pollution exposure proxy — baseline: (new); F: Baselined sample; B: Decline trajectory; C: At/below WHO benchmark.
- • Continued-LPG use rate (post-distribution) — baseline: Variable; F: Baselined; B: ≥85%; C: ≥95%.
Standard risk controls
- • Risk: Refill cost burden causing reversion. Safeguard: Subsidy support; transparent pricing; affordable-refill outlet network.
- • Risk: Vendor capture on cookstove supply. Safeguard: Open empanelment; quality testing; rotation.
- • Risk: Survey under-counting reversion. Safeguard: Independent sample audit; published methodology.
Dependencies
- • App H sheets H.025, H.111, H.078.
Problem
Karnataka’s public-building energy use is high; operating cost is a recurring fiscal burden. Retrofitting potential is significant but un-realised at scale.
Program design
- Audit of major public buildings (energy + water).
- Retrofit programme with performance-based contracts.
- Green standards for new construction.
- Open-Ledger publication of energy savings.
Owning agency
Lead: Karnataka Renewable Energy Development Ltd + Public Works Department
Backup: Energy Efficiency Services Limited (EESL) partnership
Funding model
Annual cost band: ₹200-300 cr / year (capital trajectory)
Source: State Budget; ESCO contracts; multilateral debt; energy-savings cash flow.
Payment trigger: Per-building retrofit completion + post-retrofit energy data.
KPIs
- • Public buildings audited and retrofit-planned — baseline: Limited; F: ≥30%; B: ≥80%; C: 100%.
- • Energy intensity reduction in retrofit cohort — baseline: (new); F: ≥20%; B: ≥35%; C: ≥50%.
- • Performance-based contract compliance rate — baseline: (new); F: Baselined; B: ≥90%; C: ≥98%.
Standard risk controls
- • Risk: ESCO contract underperformance. Safeguard: Independent verification; payment tied to measured savings.
- • Risk: Vendor capture. Safeguard: Open empanelment; rotation; published per-sq-m benchmarks.
- • Risk: Maintenance lapse erasing savings. Safeguard: Maintenance contract bundled; periodic re-audit.
Dependencies
- • App H sheets H.003, H.076, H.082.
Problem
Karnataka’s mining sector has a history of opacity and damage. Compliance with environmental and rehabilitation rules is inconsistently enforced.
Program design
- Real-time monitoring at mine sites (volume, emissions, water).
- Rehabilitation obligation tracking and enforcement.
- Communities-affected case file; benefit-sharing transparency.
- Public dispute pathway for affected communities.
Owning agency
Lead: Department of Mines & Geology
Backup: Karnataka State Pollution Control Board + Karnataka Lokayukta
Funding model
Annual cost band: ₹80-130 cr / year (regulator + monitoring)
Source: State Budget; District Mineral Foundation share for affected communities.
Payment trigger: Per-mine monitoring data + community-benefit disbursement evidence.
KPIs
- • Mines with real-time monitoring — baseline: Partial; F: ≥60%; B: ≥95%; C: 100%.
- • Rehabilitation-bond compliance rate — baseline: Variable; F: Baselined; B: ≥90%; C: ≥98%.
- • Community-grievance resolution within SLA — baseline: (new); F: ≥70%; B: ≥90%; C: ≥95% with appeal.
Standard risk controls
- • Risk: Political pressure to under-enforce. Safeguard: Lokayukta oversight; statutory penalty floors; transparent enforcement data.
- • Risk: Capture of DMF funds. Safeguard: Community-led decision-making; published disbursement; audit.
- • Risk: Monitoring tampering. Safeguard: Tamper-detection hardware; criminal liability; sample re-audit.
Dependencies
- • App H sheets H.079, H.075.
Problem
Single-use plastic dominates Karnataka’s waste stream. EPR is patchy; refill and reuse models are nascent.
Program design
- EPR enforcement against major producers.
- Refill / reuse pilot networks in selected cities.
- Public procurement preference for low-plastic packaging.
- Worker-cooperative integration (sheet H.039 alignment).
Owning agency
Lead: Karnataka State Pollution Control Board + Urban Local Bodies
Backup: Department of Industries & Commerce
Funding model
Annual cost band: ₹60-100 cr / year (regulatory + facilitation)
Source: State Budget; EPR fee receipts.
Payment trigger: Per-quarter EPR compliance audit + refill pilot data.
KPIs
- • EPR compliance rate (major producers) — baseline: Variable; F: ≥70%; B: ≥95%; C: ≥98%.
- • Refill/reuse share in pilot networks — baseline: (new); F: Baselined; B: Material share; C: Embedded in pilot cities.
- • Plastic in MSW (% by weight) — baseline: High; F: Baselined per city; B: Material decline; C: Sustained low.
Standard risk controls
- • Risk: Producer-side avoidance. Safeguard: Transparent compliance data; published prosecution; vendor blacklist.
- • Risk: Refill-pilot collapse on supply chain. Safeguard: Phased scale-up; supply contracts pre-arranged; cooperative ownership.
- • Risk: Greenwashing claims. Safeguard: Third-party certification; clear labelling rules.
Dependencies
- • App H sheets H.039, H.080.
Problem
Karnataka’s biodiversity is among India’s richest but under-catalogued. Citizen-science contribution is welcomed informally but not systematised.
Program design
- State biodiversity registry on open platforms.
- Citizen-science portal with data quality protocols.
- Biodiversity Management Committees at the panchayat level (FRA + BD Act).
- Sampled indicator monitoring.
Owning agency
Lead: Karnataka Biodiversity Board
Backup: ATREE + IISc partnership
Funding model
Annual cost band: ₹40-70 cr / year
Source: State Budget; NBA convergence.
Payment trigger: Per-site catalogue update + citizen-science contribution log.
KPIs
- • Districts with active BMC — baseline: Variable; F: All districts; B: All panchayats; C: Sustained activity.
- • Citizen-science contributions integrated — baseline: (new); F: Baselined; B: Material volume; C: Routine input.
- • Indicator-species monitoring sites — baseline: Partial; F: Network defined and live; B: Coverage expanded; C: Sustained continuous monitoring.
Standard risk controls
- • Risk: Citizen-science data quality variance. Safeguard: Verification protocols; expert review; methodology published.
- • Risk: BMC capture by single faction. Safeguard: Representation rules; rotation; appeal pathway.
- • Risk: Bio-piracy. Safeguard: Statutory access-and-benefit-sharing protocols; community consent.
Dependencies
- • App H sheets H.075, H.117 (Gram Sabha).
Problem
Karnataka public-infrastructure design standards do not consistently reflect projected climate stresses. Assets built today fail under tomorrow’s climate.
Program design
- Revised design standards by asset class (road, drain, building, water) reflecting AR6 projections.
- Adoption mandatory for all state-funded new construction.
- Retrofit standards for high-priority existing assets.
- Published methodology and review cycle.
Owning agency
Lead: Public Works Department + Karnataka State Climate Change Knowledge Centre
Backup: BIS partnership (national standards alignment)
Funding model
Annual cost band: ₹20-40 cr / year (standards-setting + capacity)
Source: State Budget; capacity-building grants.
Payment trigger: Per-class standard publication + adoption evidence.
KPIs
- • Asset classes with current climate-resilient standard — baseline: Few; F: ≥10 priority classes; B: All major classes; C: Continuous refresh.
- • New construction compliance rate — baseline: (new); F: ≥80%; B: ≥95%; C: 100% with audit.
- • Retrofit programme coverage of high-priority existing assets — baseline: (new); F: Baselined; B: ≥30%; C: ≥70%.
Standard risk controls
- • Risk: Contractor lobby resistance to higher standards. Safeguard: Published cost-benefit analysis; transparent decision; phased mandatory adoption.
- • Risk: Standards captured by single technology vendor. Safeguard: Standards built on performance not specification; independent peer review.
- • Risk: Compliance evasion by paper-only adoption. Safeguard: Independent verification on sample basis; reporting in App C RF-E-04 framework.
Dependencies
- • Vol III App B + App F; App H sheets H.003, H.038, H.073.
Problem
Karnataka faces recurring disasters — floods, landslides, cyclones, heatwaves. Response capacity is district-uneven; recovery is slow.
Program design
- District-level Disaster Response Corps (training, equipment, drills).
- Pre-positioned supplies and equipment per district.
- Recovery case-management on the spine (housing, livelihood, health).
- Annual cross-district exercises.
Owning agency
Lead: Karnataka State Disaster Management Authority
Backup: Karnataka State Works Corps (Recovery wing)
Funding model
Annual cost band: ₹200-300 cr / year
Source: State Budget; NDMF + SDMF convergence.
Payment trigger: Per-event response time + recovery-case closure.
KPIs
- • Districts with operational Response Corps — baseline: Partial; F: All 31; B: All 31 + drills annual; C: Continuous readiness.
- • Median response time on declared event — baseline: Variable; F: ≤6 h; B: ≤3 h; C: ≤90 min.
- • Recovery case-closure (post-event) — baseline: Slow; F: ≤90 days; B: ≤45 days; C: ≤30 days.
Standard risk controls
- • Risk: Equipment captured / unused. Safeguard: Asset Registry + readiness audits; drills.
- • Risk: Compensation delays. Safeguard: Auto-eligibility on Case File; published SLA.
- • Risk: Reconstruction quality lapses. Safeguard: App B SOP applied; rotated inspectors.
Dependencies
- • App H sheets H.038, H.073, H.081.
Problem
Karnataka has no consolidated carbon and climate-outcome accounting framework tying expenditure to measured climate outcomes.
Program design
- State-level carbon accounting aligned to national MRV.
- Outcome Budget climate cross-cut publication.
- Sector-level emissions inventory annual update.
- Independent verification of reported outcomes.
Owning agency
Lead: Department of Forest, Ecology & Environment + Karnataka State Climate Change Knowledge Centre
Backup: KSPCB
Funding model
Annual cost band: ₹40-70 cr / year
Source: State Budget; methodology grants.
Payment trigger: Annual inventory + cross-cut publication.
KPIs
- • Sectors covered in annual inventory — baseline: (new); F: Energy + Transport + Industry; B: + Agri, Waste, AFOLU; C: Comprehensive coverage.
- • Outcome Budget climate cross-cut share — baseline: (new); F: Defined and published; B: Material share; C: Embedded discipline.
- • Independent-verification rate of reported outcomes — baseline: (new); F: Baselined; B: ≥80%; C: ≥95%.
Standard risk controls
- • Risk: Greenwashing of reported outcomes. Safeguard: Independent verification; published methodology; CAG audit.
- • Risk: Method-cherry-picking. Safeguard: Published methodology change-log; peer review.
- • Risk: Methodology capture by consulting firms. Safeguard: Public ownership of method; open-data publication.
Dependencies
- • Vol I Ch 4; App H sheets H.073, H.076–H.088.
H.228 — Karnataka Environmental Crime Act — citizen-facing enforcement
Problem
Indian environmental law focuses on industrial regulation through the Air Act, Water Act, and Environment Protection Act. Citizen-facing offences like littering, illegal dumping, plastic burning, public urination, and public spitting fall into enforcement gaps — handled inconsistently through general municipal bylaws or not at all.
Program design
- Medium scope: littering + illegal dumping + plastic burning + public urination + public spitting in restricted public areas.
- Wider categories (encroachment, industrial pollution, construction debris) stay under existing law — NOT bundled into this Act.
- Three-layer enforcement: AI flag from CCTV → human review → constable verification → challan.
- Penalty escalation: first few offences fineable, repeated offences citizen-choice community-service OR lockup, AI-monitored under Karnataka Custody and Community-Service Surveillance Act.
- All challans on Open Ledger; appeal via Grievance Justice Authority.
- Activation: ward-by-ward post-Deep-Clean in first 12 months, state-wide from Year 2.
Owning agency
Lead: Karnataka Pollution Control Board (registry + appeal layer) + Karnataka Police (constable enforcement)
Backup: Karnataka CCTV Authority (AI detection infra) + Citizen Data Trust ombudsperson (oversight) + Grievance Justice Authority (appeals)
Funding model
Annual cost band: ₹250–400 cr / year statewide (enforcement infra + custody-surveillance build + community-service supervision)
Source: State Budget Environment + Home heads; central scheme co-financing through Swachh Bharat
Payment trigger: Per-ward challan + appeal statistics on Open Ledger + quarterly publication of enforcement-pattern audit
KPIs
- • Wards where Act is in force — baseline: 0; F: 25% (Year 1); B: 100% (end Year 2); C: 100% with annual audit clearance.
- • Challan appeal-success rate — baseline: (new); F: <20% (challans accurate); B: <10%; C: <5%.
- • Caste/income disparity in enforcement (audit-flagged) — baseline: (new); F: zero patterns detected; B: zero sustained; C: zero across all districts.
Standard risk controls
- • Risk: Selective enforcement targeting marginalised citizens. Safeguard: annual third-party audit of challan patterns by caste / income / area; Citizen Data Trust ombudsperson investigates flagged patterns.
- • Risk: Citizen-reported challans weaponised for harassment. Safeguard: extra appeal step before fine; harasser-pattern detection across multiple reports by same citizen.
- • Risk: Penalty escalation thresholds tampered with by future government. Safeguard: thresholds + fine amounts set via Karnataka Environmental Crime Rules through legislative appropriation, not executive notification.
Dependencies
- • Vol II Ch 11 Sec. 11.6.1 (Karnataka Environmental Crime Act canonical); Vol II Ch 9 Sec. 9.6.11 (Public Dustbin Network linkage).
- • Vol III App I (Karnataka Environmental Crime Act + Karnataka Custody and Community-Service Surveillance Act); Vol II Ch 7 Sec. 7.4.10 (civic-sense module).
Architecture cross-reference
Architecture cross-reference — sector sheets to architectural sheets
Each program sheet in this sector references the operating architecture defined in Vol I Ch 2 and App H CyberDPI sheets H.230–H.233. Specifically: financial flows from this sector’s programs are published through the Open Ledger (sector-specific data fields per App D) anchored to KSSL (sheet H.230). Time-series outcome data and sector dashboards are published on the Karnataka Open Data Portal (sheet H.233). Personal data flows (where applicable) are governed by the Citizen Consent Ledger (sheet H.232). Security audit and incident response across this sector’s systems falls under the statutory CSOC (sheet H.231).
H.073 — ENVIRONMENT — District Climate Risk Maps
H.074 — ENVIRONMENT — Water Harvesting & Watershed Mission
H.075 — ENVIRONMENT — Forest & Biodiversity Protection with Community
H.076 — ENVIRONMENT — Clean Energy Rooftop Programme
H.077 — ENVIRONMENT — EV Charging Network (public)
H.078 — ENVIRONMENT — Air Quality Monitoring Expansion
H.079 — ENVIRONMENT — Industrial Pollution Real-time Monitoring
H.080 — ENVIRONMENT — Wastewater Reuse for Industry/Agriculture
H.081 — ENVIRONMENT — Coastal & Estuarine Resilience
H.082 — ENVIRONMENT — Urban Tree Cover & Heat Action Plan
H.083 — ENVIRONMENT — Solid-fuel-free Cooking & Indoor Air
H.084 — ENVIRONMENT — Green Buildings & Retrofit Mission
H.085 — ENVIRONMENT — Sustainable Mining Compliance
H.086 — ENVIRONMENT — Plastic Reduction & Refill Economy
H.087 — ENVIRONMENT — Biodiversity Cataloguing & Citizen Science
H.088 — ENVIRONMENT — Climate-resilient Infrastructure Design Standards
H.089 — ENVIRONMENT — Disaster Response & Recovery Corps
H.090 — ENVIRONMENT — Carbon and Outcome Accounting
← Appendix H — Program Atlas · Appendix H — Program Atlas →
This is a chapter of The People's Model manifesto for Karnataka — published in full for public review. Every claim may be challenged: write to [email protected].