{
    "twi_data": {
        "twi_physics": 16.037460996497927,
        "correction_factor": 1.4479543052125994,
        "twi_enhanced": 23.22151069455832,
        "risk_level": "VERY_HIGH"
    },
    "flood_zones": [
        {
            "location_id": "FLOOD_001",
            "coordinates": {
                "latitude": -6.983468,
                "longitude": 110.459783
            },
            "risk_level": "HIGH",
            "twi_enhanced": 23.22151069455832,
            "flood_probability": 0.911075534727916,
            "area_affected_ha": 2.5,
            "recommendations": [
                "Install drainage system urgently",
                "Build retention pond",
                "Elevate critical infrastructure",
                "Implement flood early warning system"
            ]
        },
        {
            "location_id": "FLOOD_002",
            "coordinates": {
                "latitude": -6.978468,
                "longitude": 110.464783
            },
            "risk_level": "HIGH",
            "twi_enhanced": 23.22151069455832,
            "flood_probability": 0.911075534727916,
            "area_affected_ha": 3.3,
            "recommendations": [
                "Install drainage system urgently",
                "Build retention pond",
                "Elevate critical infrastructure",
                "Implement flood early warning system"
            ]
        },
        {
            "location_id": "FLOOD_003",
            "coordinates": {
                "latitude": -6.988468,
                "longitude": 110.462783
            },
            "risk_level": "HIGH",
            "twi_enhanced": 23.22151069455832,
            "flood_probability": 0.911075534727916,
            "area_affected_ha": 4.1,
            "recommendations": [
                "Install drainage system urgently",
                "Build retention pond",
                "Elevate critical infrastructure",
                "Implement flood early warning system"
            ]
        }
    ],
    "rtho_recommendations": [
        {
            "location_id": "RTH_001",
            "coordinates": {
                "latitude": -6.975468,
                "longitude": 110.453783
            },
            "priority": "LOW",
            "twi_enhanced": 23.22151069455832,
            "suitability_score": 0.56,
            "area_recommended_ha": 3.7,
            "location_purpose": "Intercept upstream runoff before reaching flood zones",
            "reasons": [
                "Gentle slope (2.8\u00b0) allows good infiltration",
                "High potential for flood mitigation"
            ],
            "expected_benefits": {
                "water_retention_m3_per_event": 1822,
                "flood_reduction_percent": 28,
                "groundwater_recharge_m3_per_year": 54664,
                "catchment_area_ha": 36.4
            },
            "design_recommendations": {
                "vegetation_type": "Mixed trees and grass",
                "depth_m": 0.5,
                "infiltration_trenches": true,
                "bioswale": true,
                "retention_pond": true
            }
        }
    ],
    "drainage_recommendations": [
        {
            "location_id": "DRAIN_001",
            "coordinates": {
                "latitude": -6.977468,
                "longitude": 110.463783
            },
            "priority": "HIGH",
            "drainage_type": "Primary Drainage Channel",
            "necessity_score": 0.72,
            "specifications": {
                "channel_width_m": 2.5,
                "channel_depth_m": 1.5,
                "channel_slope_percent": 0.84,
                "lining_type": "Concrete",
                "length_estimated_m": 100
            },
            "capacity": {
                "design_capacity_m3_per_hour": 31673,
                "peak_flow_m3_per_second": 8.8,
                "catchment_area_ha": 54.7
            },
            "expected_benefits": {
                "flood_reduction_percent": 43.06517245857247,
                "ponding_time_reduction_hours": 8.3,
                "affected_area_ha": 38.3
            },
            "reasons": [
                "High TWI (23.2) indicates severe water accumulation",
                "Multiple flood zones (3) require comprehensive drainage",
                "Strategic placement for optimal flood mitigation"
            ],
            "maintenance_requirements": {
                "cleaning_frequency": "Monthly",
                "inspection_frequency": "Weekly during rainy season",
                "estimated_annual_cost_million_idr": 7.5
            }
        },
        {
            "location_id": "DRAIN_002",
            "coordinates": {
                "latitude": -6.988468,
                "longitude": 110.465783
            },
            "priority": "HIGH",
            "drainage_type": "Secondary Drainage Network",
            "necessity_score": 0.72,
            "specifications": {
                "channel_width_m": 2.5,
                "channel_depth_m": 1.5,
                "channel_slope_percent": 0.84,
                "lining_type": "Concrete",
                "length_estimated_m": 150
            },
            "capacity": {
                "design_capacity_m3_per_hour": 31673,
                "peak_flow_m3_per_second": 8.8,
                "catchment_area_ha": 54.7
            },
            "expected_benefits": {
                "flood_reduction_percent": 43.06517245857247,
                "ponding_time_reduction_hours": 8.3,
                "affected_area_ha": 38.3
            },
            "reasons": [
                "High TWI (23.2) indicates severe water accumulation",
                "Multiple flood zones (3) require comprehensive drainage",
                "Strategic placement for optimal flood mitigation"
            ],
            "maintenance_requirements": {
                "cleaning_frequency": "Monthly",
                "inspection_frequency": "Weekly during rainy season",
                "estimated_annual_cost_million_idr": 7.5
            }
        },
        {
            "location_id": "DRAIN_003",
            "coordinates": {
                "latitude": -6.976468,
                "longitude": 110.454783
            },
            "priority": "HIGH",
            "drainage_type": "Lateral Collection System",
            "necessity_score": 0.72,
            "specifications": {
                "channel_width_m": 2.5,
                "channel_depth_m": 1.5,
                "channel_slope_percent": 0.84,
                "lining_type": "Concrete",
                "length_estimated_m": 200
            },
            "capacity": {
                "design_capacity_m3_per_hour": 31673,
                "peak_flow_m3_per_second": 8.8,
                "catchment_area_ha": 54.7
            },
            "expected_benefits": {
                "flood_reduction_percent": 43.06517245857247,
                "ponding_time_reduction_hours": 8.3,
                "affected_area_ha": 38.3
            },
            "reasons": [
                "High TWI (23.2) indicates severe water accumulation",
                "Multiple flood zones (3) require comprehensive drainage",
                "Strategic placement for optimal flood mitigation"
            ],
            "maintenance_requirements": {
                "cleaning_frequency": "Monthly",
                "inspection_frequency": "Weekly during rainy season",
                "estimated_annual_cost_million_idr": 7.5
            }
        },
        {
            "location_id": "DRAIN_004",
            "coordinates": {
                "latitude": -6.989468,
                "longitude": 110.455783
            },
            "priority": "HIGH",
            "drainage_type": "Outlet Channel",
            "necessity_score": 0.72,
            "specifications": {
                "channel_width_m": 2.5,
                "channel_depth_m": 1.5,
                "channel_slope_percent": 0.84,
                "lining_type": "Concrete",
                "length_estimated_m": 250
            },
            "capacity": {
                "design_capacity_m3_per_hour": 31673,
                "peak_flow_m3_per_second": 8.8,
                "catchment_area_ha": 54.7
            },
            "expected_benefits": {
                "flood_reduction_percent": 43.06517245857247,
                "ponding_time_reduction_hours": 8.3,
                "affected_area_ha": 38.3
            },
            "reasons": [
                "High TWI (23.2) indicates severe water accumulation",
                "Multiple flood zones (3) require comprehensive drainage",
                "Strategic placement for optimal flood mitigation"
            ],
            "maintenance_requirements": {
                "cleaning_frequency": "Monthly",
                "inspection_frequency": "Weekly during rainy season",
                "estimated_annual_cost_million_idr": 7.5
            }
        }
    ],
    "summary": {
        "flood_zones": {
            "total": 3,
            "high_risk": 3,
            "moderate_risk": 0,
            "low_risk": 0
        },
        "rtho_recommendations": {
            "total": 1,
            "high_priority": 0,
            "medium_priority": 0,
            "total_area_ha": 3.7,
            "estimated_flood_reduction_percent": 28.0
        },
        "drainage_recommendations": {
            "total": 4,
            "high_priority": 4,
            "medium_priority": 0,
            "total_capacity_m3_per_hour": 126692,
            "estimated_flood_reduction_percent": 43.06517245857247
        }
    }
}