{
  "id": "mekong_cascade_stress",
  "version": "1.0",
  "status": "active",
  "scenario_type": "Water & Hydropower",
  "name": "Mekong River Cascade Stress",
  "subtitle": "Transboundary Hydropower Competition and Agricultural Water Crisis",
  "region_id": "mekong_basin",
  "tags": [
    "transboundary water",
    "hydropower",
    "food security",
    "rice exports",
    "fisheries",
    "saltwater intrusion"
  ],
  "description": "China's 11 mainstream dams on the Upper Mekong (Lancang cascade) regulate up to 40% of dry-season flow to the Lower Mekong. As climate-driven Tibetan Plateau glacier retreat reduces headwater availability and upstream reservoir management is optimised for hydropower revenue, downstream states \u2014 Thailand, Laos, Cambodia, and Vietnam \u2014 face compound water stress: reduced dry-season agricultural flows, collapsing freshwater fisheries, accelerating saltwater intrusion in the Mekong Delta, and a structurally asymmetric transboundary governance framework that grants China no binding treaty obligations. The MRC (Mekong River Commission) documented 50\u201370% below-normal dry-season flows in 2019\u20132020 while Chinese reservoirs held near-record storage volumes. This scenario models the cascading economic consequences of sustained flow deficit through 2035, including rice export disruption, fisheries collapse, and the political economy of unilateral adaptation versus collective negotiation.",
  "baseline": {
    "year": 2025,
    "generation_fleet_gw": 24.6,
    "hydropower_share_pct": 58,
    "lower_mekong_irrigated_area_mha": 7.4,
    "vietnam_rice_export_share_pct": 15,
    "basin_fisheries_value_usd_b": 17.0,
    "population_food_dependent_m": 65,
    "dry_season_flow_deficit_vs_preindustrial_pct": 30,
    "saltwater_intrusion_mekong_delta_mha": 1.7,
    "cambodia_freshwater_fish_protein_share_pct": 70,
    "notes": "MRC 2024 baseline: Lancang cascade (11 dams, 21.3 GW) regulates flows creating artificial 'hydro-droughts' in 2019 and 2020. Vietnam Mekong Delta: 17M people, 50% of Vietnam's rice production, 90% of rice exports. Tonle Sap Great Lake (Cambodia) area shrinking \u2014 peak flood season extent fell from 16,000 km2 (2000) to 9,800 km2 (2023). Estimated fisheries GDP contribution to Cambodia: 12% of total GDP."
  },
  "target": {
    "reduction_pct": 40,
    "deadline_year": 2035,
    "horizon_years": 10,
    "required_reduction_mt_co2": 0.0,
    "ceiling_mt_co2_by_2035": 0.0,
    "reliability_target": "Lower Mekong dry-season flow restored to \u226570% of pre-dam baseline by 2035 through binding Lancang-Mekong Cooperation (LMC) water sharing agreement; freshwater fisheries yield decline held to \u226420% vs 2025; saltwater intrusion limited to 1.9 Mha in Vietnam Delta",
    "penalty": {
      "description": "Without a binding flow-sharing protocol, 2035 dry-season flows fall below 30% of baseline in 3 of 5 years. Vietnam's rice export capacity declines 35%, removing 6\u20138 Mt from global rice supply and triggering price spikes disproportionately affecting Sub-Saharan African import-dependent nations. Cambodia's freshwater protein security collapses \u2014 affecting 10M people dependent on Tonle Sap fish catch. Thailand's Northeastern rice bowl faces permanent agrarian contraction.",
      "mechanism": "MRC non-compliance; absence of binding Lancang-Mekong treaty; WTO agricultural trade disruption; FAO food security alert cascade"
    },
    "notes": "This is a transboundary governance failure scenario, not an emissions scenario. The 40% target refers to flow deficit reduction required (from -50% in dry years to -10% under a managed protocol). Economic impact modelled through the agricultural-fisheries-food export transmission channel."
  },
  "structural_constraints": [
    {
      "id": "no_binding_treaty",
      "label": "No Binding Flow-Sharing Treaty",
      "description": "China is not a member of the Mekong River Commission and operates Lancang dams under domestic hydropower optimization objectives. The 2016 Lancang-Mekong Cooperation (LMC) framework is voluntary and lacks enforcement mechanisms.",
      "severity": "critical",
      "locked_until": 2027,
      "notes": "China's dam fleet is financed through state power companies (Huaneng, Datang) with 30-year revenue obligations. Voluntary flow releases occur during regional drought emergencies but cannot be relied upon for agricultural planning."
    },
    {
      "id": "glacial_decline_trajectory",
      "label": "Tibetan Plateau Glacier Decline",
      "description": "Upper Mekong headwaters are 15% glacier-fed (vs 40% for Indus). While less glacier-dependent than the Indus, the Third Pole is losing mass at 0.57 m water equivalent/year, reducing high-altitude storage and increasing interannual flow variability.",
      "severity": "medium",
      "locked_until": 2035,
      "notes": "IPCC AR6 projects 80% glacier volume loss in Hindu Kush-Himalaya under RCP8.5 by 2100. Mekong headwaters primarily monsoon-driven, making mid-century impacts less severe than Indus, but variability increase is certain."
    },
    {
      "id": "laos_hydropower_debt_trap",
      "label": "Laos Sovereign Debt from Hydropower Overbuilding",
      "description": "Laos has incurred $14.5B in sovereign debt (110% of GDP) largely from Chinese-financed hydropower projects on Mekong tributaries. Debt service requires maximum energy generation \u2014 Laos cannot curtail dam operations without sovereign default risk.",
      "severity": "high",
      "locked_until": 2030,
      "notes": "Laos electricity exports: 90% to Thailand and Vietnam. OECD sovereign risk rating downgraded 2023. IMF 2024 Article IV: debt distress 'high' \u2014 first Southeast Asian sovereign in this category."
    },
    {
      "id": "monsoon_intensification",
      "label": "Wet Season Intensification / Dry Season Deficit",
      "description": "Climate models project wet season flows +15\u201325% (increased flood risk) while dry-season base flows fall 20\u201335% by 2050. This pattern intensifies saltwater intrusion windows and makes wet-season agriculture unreliable on lower floodplains.",
      "severity": "high",
      "locked_until": 2035,
      "notes": "MRC 2022 climate study: net annual Mekong discharge may increase 5\u201310% by 2050 but seasonal extremes worsen. Agricultural calendar disruption (late planting, early dry-season recession) creates yield volatility independent of total volume."
    }
  ],
  "risk_geographies": [
    {
      "name": "Vietnam Mekong Delta",
      "country": "Vietnam",
      "exposure": "17M residents, 50% of Vietnam's rice production, 10M ha agricultural land. Current saltwater intrusion (1.7 Mha) advancing 3\u20135 km inland annually. 2020 drought: $1.5B in crop losses.",
      "flow_deficit_dry_season_pct": 50,
      "priority": "critical"
    },
    {
      "name": "Tonle Sap Great Lake",
      "country": "Cambodia",
      "exposure": "3M fisherfolk directly dependent. Annual fish catch provides 70% of Cambodia's freshwater protein. Lake surface area has declined 39% since 2000. Fish yield down 28% since 2010.",
      "flow_deficit_dry_season_pct": 45,
      "priority": "critical"
    },
    {
      "name": "Thailand Northeastern Rice Bowl (Isaan)",
      "country": "Thailand",
      "exposure": "22M people, 20M ha of paddy land. Predominantly rainfed \u2014 below-normal Mekong flows compound monsoon shortfalls. 2019\u20132020 drought: 3.2M farmers affected, $2.1B in losses.",
      "flow_deficit_dry_season_pct": 40,
      "priority": "high"
    }
  ],
  "tech_vectors": [
    {
      "id": "precision_irrigation",
      "label": "Precision Irrigation & Alternate Wetting-Drying (AWD)",
      "description": "IRRI-developed AWD rice cultivation reduces water use 25\u201340% with <5% yield penalty. Deployed across 250,000 ha in Vietnam and Cambodia. Scalable to 2M ha by 2030.",
      "deployment_horizon": "2025\u20132030",
      "water_saving_mha_potential": 2.0,
      "cost_usd_ha": 180,
      "barriers": "Farmer adoption requires water control infrastructure at plot level; incompatible with flood-irrigated paddies",
      "estimated_mt_co2": 0.0,
      "constraints": {
        "total_lead_time_yr": 0,
        "effective_delay_yr": 0,
        "permitting_timeline_yr": 0
      }
    },
    {
      "id": "mangrove_saline_buffer",
      "label": "Mangrove Restoration as Saltwater Intrusion Buffer",
      "description": "Restored mangrove belts in the Mekong Delta reduce saltwater penetration depth 15\u201325%. Vietnam's mangrove cover fell from 400,000 ha (1940) to 80,000 ha (2025). Restoration target: 150,000 ha by 2035.",
      "deployment_horizon": "2025\u20132035",
      "cost_usd_b": 1.2,
      "barriers": "Aquaculture pond conversion economics; land tenure disputes; 5\u20137 year establishment lag before full protective function",
      "estimated_mt_co2": 0.0,
      "constraints": {
        "total_lead_time_yr": 0,
        "effective_delay_yr": 0,
        "permitting_timeline_yr": 0
      }
    },
    {
      "id": "desalination_delta",
      "label": "Small-Scale Desalination for Delta Communities",
      "description": "Solar-powered reverse osmosis units (50\u2013500 m3/day) deployed in saltwater-affected communes. Vietnam has deployed 2,400 units. Cost: $0.45/m3 \u2014 affordable for drinking water but not irrigation-scale.",
      "deployment_horizon": "2025\u20132030",
      "cost_per_unit_usd": 45000,
      "barriers": "Scale limitation \u2014 viable only for potable water, not the 12 billion m3/yr irrigation deficit",
      "estimated_mt_co2": 0.0,
      "constraints": {
        "total_lead_time_yr": 0,
        "effective_delay_yr": 0,
        "permitting_timeline_yr": 0
      }
    }
  ],
  "cascade_model": {
    "trigger": "Persistent dry-season flow below 50% of pre-2010 baseline for 3+ consecutive years",
    "primary_cascade": "Rice paddy yield falls 30\u201345% in the Lower Mekong Delta. Vietnam reduces rice exports by 6 Mt/yr. Global rice price spike: +22\u201335% (Vietnamese and Thai rice are 35% of global trade).",
    "secondary_cascade": "Cambodia's freshwater fisheries below 800,000 t/yr triggers FAO food security emergency for 3M people. Rural\u2013urban migration accelerates: 400,000 households by 2030. Remittance income to rural areas falls as urban informal employment saturates.",
    "tertiary_cascade": "Vietnam's Mekong Delta real estate values decline 18\u201328% in saltwater-exposed zones. Agricultural bank loan defaults: $4.2B. National Development Bank of Vietnam non-performing loan ratio exceeds 12% in agricultural portfolio.",
    "emissions_link": "Crop loss replaced by carbon-intensive food systems. Mangrove loss (accelerated saltwater dieback) releases 8\u201312 MtCO2e/yr from peat oxidation in delta soils. Pumping groundwater for irrigation backup adds 2.1 MtCO2e/yr from diesel generators.",
    "confidence": "medium"
  },
  "model_gaps": [
    {
      "id": "dam_operating_rules",
      "description": "CE model cannot model Lancang dam release schedules \u2014 these are not published and subject to commercial and geopolitical discretion. Water stress estimates use MRC historical flow data with drought-scenario derates.",
      "severity": "high",
      "workaround": "MRC 2019\u20132020 drought as calibration baseline; flow deficits applied via WaterStressService drought_risk parameter"
    },
    {
      "id": "awd_adoption_pace",
      "description": "AWD target of 2M ha by 2030 from 250,000 ha current implies 8\u00d7 scale in 5 years (~350,000 ha/yr). No comparable rice extension program in Southeast Asia has achieved this rate. Under-achievement here reduces modeled water savings by up to 60%.",
      "severity": "high",
      "workaround": "Sensitivity case: if AWD reaches only 600,000 ha by 2030 (plausible low case), water savings drop from 500M m3/yr to 150M m3/yr \u2014 material but not scenario-altering"
    },
    {
      "id": "groundwater_substitution",
      "description": "Farmers respond to surface water deficits by drilling tube wells. Groundwater substitution rate not modelled \u2014 in Vietnam Delta, arsenic contamination limits substitution viability. Under-estimates near-term agricultural resilience.",
      "severity": "medium",
      "workaround": "15% resilience buffer applied to yield impact; groundwater depletion as 5-year constraint not modelled"
    },
    {
      "id": "trade_reallocation",
      "description": "Global rice market reallocation \u2014 Indian, Pakistani, and Thai exports partially substituting for Vietnamese shortfall \u2014 dampens but does not eliminate price spikes. Multi-commodity food market model not integrated.",
      "severity": "medium",
      "workaround": "Price elasticity proxy: 10% supply reduction \u2192 18% price increase (FAO historical calibration)"
    }
  ],
  "analysis": {
    "critical_path": "lancang_flow_sharing_agreement",
    "abatement_needed_mt_co2": 0,
    "confidence": "medium",
    "confidence_rationale": "MRC hydrological data is high-quality and well-documented. Crop yield response to water stress is empirically calibrated from 2019\u20132020 drought outcomes. Key uncertainty: whether China will enter a binding flow-sharing framework before 2030. Current diplomatic trajectory (2025) is unfavorable \u2014 bilateral pressure from ASEAN insufficient to compel Chinese concessions on Lancang operations.",
    "key_outputs": {
      "dry_season_flow_deficit_2030_pct": 45,
      "vietnam_rice_export_loss_mt": 5.8,
      "global_rice_price_spike_pct": 28,
      "rice_price_spike_epistemic_label": "ESTIMATED \u2014 FAO historical elasticity proxy (10% supply reduction \u2192 ~18% price increase); 28% figure assumes compounding with existing 2025 stock drawdown; IFPRI MIRAGE model calibration would strengthen this claim",
      "cambodia_fisheries_collapse_threshold_year": 2031,
      "mekong_delta_saltwater_intrusion_mha_2035": 2.8,
      "agricultural_sector_gdp_loss_cumulative_usd_b": 42.0,
      "total_cascade_economic_loss_cumulative_usd_b": 54.0,
      "migration_pressure_households": 520000,
      "mangrove_peat_carbon_release_mtco2e_yr": 9.5,
      "mangrove_peat_carbon_epistemic_label": "ESTIMATED \u2014 plausible range 8\u201312 MtCO2e/yr; primary source needed (Murdiyarso et al. 2015 Mekong Delta peat oxidation is closest analog; formal citation pending)"
    },
    "notes": "Note: agricultural_sector_gdp_loss ($42B) covers cropland yield and export losses only. total_cascade_economic_loss ($54B) adds fisheries collapse, banking NPLs, and real estate devaluation \u2014 consistent with projections[2035].cumulative_gdp_loss_usd_b. The Mekong is the world's largest inland fishery. Its collapse is not a climate model output \u2014 it is an unfolding observational reality that CE quantifies for institutional decision-makers. The scenario's value is establishing the economic threshold at which ASEAN-China diplomatic urgency shifts from 'desirable' to 'existentially necessary.'",
    "estimated_total_mt_co2": 0.0
  },
  "projections": [
    {
      "year": 2026,
      "dry_season_flow_pct_baseline": 72,
      "rice_yield_delta_pct": -8,
      "fisheries_yield_delta_pct": -12,
      "cumulative_gdp_loss_usd_b": 3.2
    },
    {
      "year": 2028,
      "dry_season_flow_pct_baseline": 60,
      "rice_yield_delta_pct": -18,
      "fisheries_yield_delta_pct": -22,
      "cumulative_gdp_loss_usd_b": 11.4
    },
    {
      "year": 2030,
      "dry_season_flow_pct_baseline": 55,
      "rice_yield_delta_pct": -28,
      "fisheries_yield_delta_pct": -34,
      "cumulative_gdp_loss_usd_b": 24.1
    },
    {
      "year": 2032,
      "dry_season_flow_pct_baseline": 50,
      "rice_yield_delta_pct": -35,
      "fisheries_yield_delta_pct": -44,
      "cumulative_gdp_loss_usd_b": 36.8
    },
    {
      "year": 2035,
      "dry_season_flow_pct_baseline": 48,
      "rice_yield_delta_pct": -42,
      "fisheries_yield_delta_pct": -52,
      "cumulative_gdp_loss_usd_b": 54.0
    }
  ],
  "non_compliance": {
    "trigger": "Dry-season flows below 50% baseline for 2+ consecutive years",
    "consequences": [
      "FAO food security emergency declaration for Cambodia \u2014 triggering World Food Programme emergency intervention ($800M/yr)",
      "Vietnam government forced to implement rice export ban \u2014 violating WTO commitments (DS431 precedent, China-Philippines 2012) and triggering retaliatory tariffs on Vietnamese manufactured goods",
      "ADB emergency agricultural credit facility for Thailand and Cambodia: $3.5B at concessional rates",
      "Bilateral ASEAN-China diplomacy escalates to UN Security Council referral under human security doctrine"
    ]
  },
  "action_items": [
    {
      "id": "ai_01",
      "audience": "corporate_industrial_buyer",
      "action": "Vietnamese and Thai rice farmers and agricultural cooperatives: adopt Alternate Wetting and Drying (AWD) irrigation immediately \u2014 AWD reduces water consumption 15\u201325% with zero yield penalty and zero capital cost; it is a field management practice change only.",
      "rationale": "AWD is the most immediately deployable water efficiency intervention in the Mekong Delta. It requires no equipment, no subsidy, and no policy change \u2014 only farmer training. IRRI has verified AWD effectiveness in the Mekong Delta specifically. With dry-season flows already 50% below pre-dam levels, any reduction in consumptive irrigation demand directly reduces crop failure risk.",
      "defensible_basis": "IRRI AWD Mekong Delta trial results (2019\u20132025); CGIAR Water Stress Index; FAO AQUASTAT Vietnam irrigation efficiency. Proven technology with replicated on-farm results in this specific geography.",
      "urgency": "immediate",
      "no_regret": true
    },
    {
      "id": "ai_02",
      "audience": "sovereign_policymaker",
      "action": "Mekong River Commission member countries (Thailand, Vietnam, Laos, Cambodia): ratify the MRC Drought Management Protocol that is currently in draft and activate its dry-season flow notification system \u2014 this requires no new treaty, only ratification of an existing MRC instrument.",
      "rationale": "The MRC Drought Management Protocol provides advance notification of dry-season flow deficits from upstream dam operations. Without ratification, downstream countries receive no advance warning. With ratification, downstream farmers receive 2\u20134 weeks of lead time \u2014 enough to adjust planting calendars.",
      "defensible_basis": "Mekong River Commission Procedures for Maintenance of Flows on the Mainstream; MRC Drought Management Protocol (draft 2024); Mekong Agreement (1995) Article 6 (prior notification). Ratification of existing MRC framework instrument.",
      "urgency": "immediate",
      "no_regret": true
    },
    {
      "id": "ai_03",
      "audience": "institutional_investor",
      "action": "Commodity trading desks and food-focused investment funds: include Lancang dam operational data (Yunnan Province dam gate schedules, available from MRC monitoring) as a leading indicator in Mekong Delta rice price models \u2014 upstream gate schedules precede downstream flow deficits by 5\u201314 days.",
      "rationale": "Lancang dam operations directly control dry-season Mekong flow, which determines crop planting dates and yield in the downstream delta. This is observable, predictive data \u2014 not estimation. Including it in price models is a purely analytical improvement with no cost.",
      "defensible_basis": "MRC real-time hydrological monitoring data (public access); Nature Climate Change (2020) analysis of Lancang dam flow regulation; USDA Vietnam rice production data. Data is free and publicly accessible.",
      "urgency": "near_term",
      "no_regret": true
    },
    {
      "id": "ai_04",
      "audience": "corporate_industrial_buyer",
      "action": "Vietnamese seafood exporters and buyers: require supply chain resilience assessments that quantify freshwater availability risk for aquaculture operations in the Mekong Delta \u2014 salinisation intrusion from reduced freshwater flow is the primary near-term threat to the $9B/yr seafood export industry.",
      "rationale": "Saline intrusion in the Mekong Delta is already advancing 20\u201330 km upstream during dry seasons. Aquaculture farms relying on freshwater from delta canals face water quality risk that is not currently priced into aquaculture supply contracts or export pricing.",
      "defensible_basis": "MARD (Vietnam Ministry of Agriculture) saline intrusion monitoring data; MRC Delta Study hydrological projections; FAO Mekong fisheries assessment (2025). Observable, documented saline intrusion trend supports supply chain risk disclosure.",
      "urgency": "near_term",
      "no_regret": true
    }
  ],
  "sources": [
    {
      "id": "mrc_2024_baseline",
      "title": "Mekong River Commission State of the Basin Report 2024",
      "url": "https://www.mrcmekong.org/",
      "type": "institutional_data"
    },
    {
      "id": "eyes_on_earth_2020",
      "title": "Monitoring the Quantity of Water Flowing Through the Upper Mekong Basin (Eyes on Earth / US Dept of State 2020)",
      "url": "https://eyesonearth.org/",
      "type": "satellite_analysis"
    },
    {
      "id": "irri_awd",
      "title": "International Rice Research Institute \u2014 Alternate Wetting and Drying Field Guide 2023",
      "url": "https://www.irri.org/",
      "type": "technical_report"
    },
    {
      "id": "world_bank_mekong_fisheries",
      "title": "World Bank: Mekong Fisheries Economic Valuation 2023 ($17B)",
      "url": "https://www.worldbank.org/",
      "type": "economic_study"
    }
  ],
  "failure_conditions": [
    "Dry-season Mekong flow falls below 50% of pre-dam baseline in 3 consecutive years before 2030",
    "Laos refinances Chinese hydropower debt on extended terms before 2028 without dam curtailment provisions (closes treaty negotiation window for ~15 years)",
    "Cambodia Tonle Sap fish catch falls below 800,000 t/yr \u2014 ecological recovery then requires 10\u201315 years minimum",
    "AWD program fails to reach 500,000 ha across Vietnam and Cambodia by 2028 (2030 scale target becomes infeasible)",
    "ASEAN-China LMC produces no binding minimum-flow protocol by 2029",
    "Vietnam Mekong Delta saltwater intrusion exceeds 2.5 Mha (agricultural land conversion becomes permanent)"
  ],
  "decision_windows": [
    {
      "id": "dw_01",
      "actor_type": "sovereign_treasury",
      "region": "Thailand, Vietnam, Cambodia, Laos, Myanmar",
      "decision": "Establish joint MRC emergency agricultural support fund with pre-positioned liquidity for drought-triggered payments to rice farmers",
      "time_horizon": "immediate",
      "deadline": "2026-Q4",
      "fiscal_instrument": "parametric_insurance",
      "consequence_if_missed": "2027 low-flow season hits without liquidity backstop; rural food security emergency requires unbudgeted emergency supplementary appropriations estimated at $800M-$1.2B across basin countries",
      "no_regret": true
    },
    {
      "id": "dw_02",
      "actor_type": "multilateral_lender",
      "region": "Mekong basin",
      "decision": "Pre-commit ADB/World Bank concessional facility for AWD irrigation technology scale-up at $400M/yr minimum",
      "time_horizon": "immediate",
      "deadline": "2027-Q1",
      "fiscal_instrument": "concessional_facility",
      "consequence_if_missed": "AWD adoption stays below 15% penetration by 2030; rice yield losses proceed unmitigated, cumulative agricultural GDP loss reaches $42B upper bound",
      "no_regret": true
    },
    {
      "id": "dw_03",
      "actor_type": "institutional_investor",
      "region": "Mekong basin agriculture and hydropower",
      "decision": "Reassess holdings in Mekong hydropower bonds and Thai/Vietnamese agricultural commodity exporters for water-stress repricing",
      "time_horizon": "immediate",
      "deadline": "2026-Q3",
      "fiscal_instrument": "portfolio_reallocation",
      "consequence_if_missed": "Water stress repricing event in 2027-2028 hits portfolio without hedge in place; Mekong hydropower revenue bonds face covenant stress if flow drops below turbine minimums",
      "no_regret": false
    },
    {
      "id": "dw_04",
      "actor_type": "project_developer",
      "region": "Lower Mekong",
      "decision": "Structure AWD and precision irrigation projects for GCF/ADB blended finance \u2014 initiate concept notes before 2027 GCF replenishment cycle closes",
      "time_horizon": "immediate",
      "deadline": "2026-Q4",
      "fiscal_instrument": "concessional_facility",
      "consequence_if_missed": "Miss GCF-3 programming window; next opportunity is GCF-4 (2030+), by which time 2-3 additional dry seasons have degraded the agricultural base the project aims to protect",
      "no_regret": true
    },
    {
      "id": "dw_05",
      "actor_type": "central_bank",
      "region": "Thailand, Vietnam",
      "decision": "Include Mekong water-stress scenario in next agricultural lending stress test cycle; flag irrigation-dependent agricultural credit as a concentration risk category",
      "time_horizon": "medium_term",
      "deadline": "2027-Q2",
      "fiscal_instrument": "stress_test",
      "consequence_if_missed": "Agricultural NPL spike in 2028-2030 is unmodeled in bank capital adequacy frameworks; supervisory response is reactive rather than pre-positioned",
      "no_regret": true
    }
  ],
  "created": "2026-05-22",
  "last_updated": "2026-05-22",
  "author": "CE Research Team",
  "fleet_evolution": {
    "not_applicable": true,
    "reason": "Water & Hydropower scenario \u2014 models river flow disruption to existing hydro fleet, not fleet transitions. Existing hydro capacity stack is an input assumption, not a modeled transition."
  }
}