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"rank": 1, "percent": 40.49 }, "exposure_score": 1 } } }, { "name": "Sapang Dayap", "area_ha": 672.74, "hazards": { "flood": { "classes": { "HF": 11.882, "LF": 6.096 }, "susceptible_pct": 11.88, "worst": { "class": "HF", "rank": 3, "percent": 11.882 }, "exposure_score": 2 }, "liquefaction": null, "rain_induced_landslide": { "classes": { "ML": 16.925, "LL": 64.667 }, "susceptible_pct": 16.93, "worst": { "class": "ML", "rank": 2, "percent": 16.925 }, "exposure_score": 2 } } }, { "name": "Sapang Putik", "area_ha": 862.3, "hazards": { "flood": { "classes": { "HF": 8.126, "MF": 9.461, "LF": 48.219 }, "susceptible_pct": 17.59, "worst": { "class": "HF", "rank": 3, "percent": 8.126 }, "exposure_score": 2 }, "liquefaction": { "classes": { "Moderately Susceptible": 32.916, "Least Susceptible": 55.948 }, "susceptible_pct": 88.86, "worst": { "class": "Moderately Susceptible", "rank": 2, "percent": 32.916 }, "exposure_score": 4 }, "rain_induced_landslide": { "classes": { "LL": 33.931 }, "susceptible_pct": 0, "worst": { "class": "LL", "rank": 1, "percent": 33.931 }, "exposure_score": 1 } } }, { "name": "Sapang Putol", "area_ha": 107.63, "hazards": { "flood": { "classes": { "HF": 12.25, "MF": 27.253, "LF": 61.325 }, "susceptible_pct": 39.5, "worst": { "class": "HF", "rank": 3, "percent": 12.25 }, "exposure_score": 3 }, "liquefaction": { "classes": { "Moderately Susceptible": 100 }, "susceptible_pct": 100, "worst": { "class": "Moderately Susceptible", "rank": 2, "percent": 100 }, "exposure_score": 4 }, "rain_induced_landslide": null } }, { "name": "Sumandig", "area_ha": 514.32, "hazards": { "flood": { "classes": { "HF": 4.5, "MF": 1.342, "LF": 8.64 }, "susceptible_pct": 5.84, "worst": { "class": "HF", "rank": 3, "percent": 4.5 }, "exposure_score": 1 }, "liquefaction": { "classes": { "Least Susceptible": 79.813 }, "susceptible_pct": 79.81, "worst": { "class": "Least Susceptible", "rank": null, "percent": 79.813 }, "exposure_score": 4 }, "rain_induced_landslide": { "classes": { "LL": 85.279 }, "susceptible_pct": 0, "worst": { "class": "LL", "rank": 1, "percent": 85.279 }, "exposure_score": 1 } } }, { "name": "Telapatio", "area_ha": 261.24, "hazards": { "flood": { "classes": { "HF": 24.161, "MF": 76.387 }, "susceptible_pct": 100, "worst": { "class": "HF", "rank": 3, "percent": 24.161 }, "exposure_score": 4 }, "liquefaction": { "classes": { "Highly Susceptible": 100 }, "susceptible_pct": 100, "worst": { "class": "Highly Susceptible", "rank": 3, "percent": 100 }, "exposure_score": 4 }, "rain_induced_landslide": null } }, { "name": "Umpucan", "area_ha": 504.8, "hazards": { "flood": { "classes": { "HF": 11.691 }, "susceptible_pct": 11.69, "worst": { "class": "HF", "rank": 3, "percent": 11.691 }, "exposure_score": 2 }, "liquefaction": { "classes": { "Least Susceptible": 14.344 }, "susceptible_pct": 14.34, "worst": { "class": "Least Susceptible", "rank": null, "percent": 14.344 }, "exposure_score": 2 }, "rain_induced_landslide": { "classes": { "ML": 12.057, "LL": 76.171 }, "susceptible_pct": 12.06, "worst": { "class": "ML", "rank": 2, "percent": 12.057 }, "exposure_score": 2 } } }, { "name": "Upig", "area_ha": 401.92, "hazards": { "flood": { "classes": { "HF": 15.962, "MF": 14.891, "LF": 38.475 }, "susceptible_pct": 30.85, "worst": { "class": "HF", "rank": 3, "percent": 15.962 }, "exposure_score": 3 }, "liquefaction": { "classes": { "Least Susceptible": 26.257 }, "susceptible_pct": 26.26, "worst": { "class": "Least Susceptible", "rank": null, "percent": 26.257 }, "exposure_score": 3 }, "rain_induced_landslide": { "classes": { "ML": 5.126, "LL": 25.536 }, "susceptible_pct": 5.13, "worst": { "class": "ML", "rank": 2, "percent": 5.126 }, "exposure_score": 1 } } } ], "risk": { "categories": [ { "min": 12, "max": 16, "label": "Very High-Risk Areas", "short": "Very High", "colour": "#96201B", "control": "Prohibited" }, { "min": 7, "max": 11.99, "label": "High Risk Areas", "short": "High", "colour": "#B85A10", "control": "Discretionary" }, { "min": 3, "max": 6.99, "label": "Moderate Risk Areas", "short": "Moderate", "colour": "#9A7A00", "control": "Conditional" }, { "min": 1, "max": 2.99, "label": "Low Risk Areas", "short": "Low", "colour": "#2F7C2A", "control": "Permitted" } ], "matrix": { "4": { "4": 4, "3": 3.5, "2": 3, "1": 2.5 }, "3": { "4": 3.5, "3": 3, "2": 2.5, "1": 2 }, "2": { "4": 3, "3": 2.5, "2": 2, "1": 1.5 }, "1": { "4": 2.5, "3": 2, "2": 1.5, "1": 1 } }, "status": "pending", "note": "Risk needs vulnerability, and vulnerability needs the sensitivity and adaptive-capacity data the LGU supplies. Exposure — the half of the calculation that comes from the hazard maps — is complete and is published below." }, "method": { "standard": "DHSUD-2025.1", "likelihood": [ { "score": 4, "label": "Likely", "return_min": 1, "return_max": 25, "probability_50yr": "87%-100%", "description": "This event has occurred several times in your lifetime; it is expected to occur again within a short span." }, { "score": 3, "label": "Possible", "return_min": 25, "return_max": 100, "probability_50yr": "40%-86%", "description": "The event may have occurred once or twice in your lifetime; it is possible to occur within a generation." }, { "score": 2, "label": "Unlikely", "return_min": 10, "return_max": 30, "probability_50yr": "22.1%-39%", "description": "The event is unlikely to be experienced within a lifetime, but records show it has occurred before." }, { "score": 1, "label": "Rare", "return_min": 30, "return_max": 100, "probability_50yr": "2%-22%", "description": "The event is possible but not expected to occur except under exceptional circumstances." } ], "exposure": [ { "score": 4, "label": "Very high", "above": 15, "text": ">15% affected", "nominal": "Yes" }, { "score": 3, "label": "High", "above": 10, "text": "11-15% affected", "nominal": null }, { "score": 2, "label": "Moderate", "above": 5, "text": "6-10% affected", "nominal": null }, { "score": 1, "label": "Low", "above": -1, "text": "0-5% affected", "nominal": "No" } ], "sensitivity": [ { "score": 4, "label": "Very high", "above": 15, "text": ">15% sensitive" }, { "score": 3, "label": "High", "above": 10, "text": "11-15% sensitive" }, { "score": 2, "label": "Moderate", "above": 5, "text": "6-10% sensitive" }, { "score": 1, "label": "Low", "above": -1, "text": "0-5% sensitive" } ], "adaptive": [ { "score": 1, "label": "Very high", "above": 15, "code": "A", "descriptive": "Local government is implementing existing regulations on hazard mitigation and structural design and monitors compliance thereof" }, { "score": 2, "label": "High", "above": 10, "code": "B", "descriptive": "Local government is implementing existing regulations on hazard mitigation and structural design" }, { "score": 3, "label": "Moderate", "above": 5, "code": "C", "descriptive": "Local government has existing regulations on hazard mitigation and structural design" }, { "score": 4, "label": "Low", "above": -1, "code": "D", "descriptive": "Local government has no regulations on hazard mitigation and structural design" } ], "vulnerability": [ { "max": 0.5, "score": 0.25, "label": "Very low vulnerability" }, { "max": 1, "score": 0.5, "label": "Low vulnerability" }, { "max": 2, "score": 0.75, "label": "Moderate vulnerability" }, { "max": 4, "score": 1, "label": "High vulnerability" } ], "severity": { "4": { "4": 4, "3": 3.5, "2": 3, "1": 2.5 }, "3": { "4": 3.5, "3": 3, "2": 2.5, "1": 2 }, "2": { "4": 3, "3": 2.5, "2": 2, "1": 1.5 }, "1": { "4": 2.5, "3": 2, "2": 1.5, "1": 1 } }, "formula": { "severity": "severity of consequence = (exposure + vulnerability) / 2", "risk": "risk score = likelihood x severity of consequence", "note": "Adaptive capacity is inverted: A is the strongest and scores 1. The severity table published by DHSUD is reproduced exactly by the formula above at all sixteen cells, which the test suite asserts cell by cell." } }, "sources": [ { "dataset": "Administrative boundaries", "agency": "faeldon/philippines-json-maps", "vintage": "PSGC 2023-12-31 (PSA/NAMRIA via faeldon, MIT)", "endpoint": null, "retrieved": null, "used_for": "Municipal outline, barangay polygons, all area computations" }, { "dataset": "Liquefaction Susceptibility", "agency": "PHIVOLCS", "vintage": "DOST-PHIVOLCS (as of July 2018)", "endpoint": "https://ulap-hazards.georisk.gov.ph/arcgis/rest/services/PHIVOLCSPublic/Liquefaction/MapServer/0/query", "retrieved": "2026-09-01 11:16:22", "status": "ok", "features": 4, "class_field": "lccode", "used_for": "Susceptibility class share per barangay" }, { "dataset": "Earthquake-induced Landslide", "agency": "PHIVOLCS", "vintage": "DOST-PHIVOLCS", "endpoint": null, "retrieved": "2026-09-01 11:16:22", "status": "failed", "features": 0, "class_field": null, "used_for": "Susceptibility class share per barangay" }, { "dataset": "Ground Shaking (Deterministic)", "agency": "PHIVOLCS", "vintage": "DOST-PHIVOLCS", "endpoint": null, "retrieved": "2026-09-01 11:16:21", "status": "failed", "features": 0, "class_field": null, "used_for": "Susceptibility class share per barangay" }, { "dataset": "Rain-induced Landslide Susceptibility", "agency": "DENR-MGB", "vintage": "DENR-Mines and Geosciences Bureau", "endpoint": "https://controlmap.mgb.gov.ph/arcgis/rest/services/GeospatialDataInventory/GDI_Detailed_Rain_induced_Landslide_Susceptibility/FeatureServer/0/query", "retrieved": "2026-09-01 11:16:20", "status": "ok", "features": 4, "class_field": "LndslideSusc", "used_for": "Susceptibility class share per barangay" }, { "dataset": "Flood Susceptibility", "agency": "DENR-MGB", "vintage": "DENR-Mines and Geosciences Bureau", "endpoint": "https://controlmap.mgb.gov.ph/arcgis/rest/services/GeospatialDataInventory/GDI_Detailed_Flood_Susceptibility/FeatureServer/0/query", "retrieved": "2026-09-01 11:00:14", "status": "ok", "features": 3, "class_field": "FloodSusc", "used_for": "Susceptibility class share per barangay" }, { "dataset": "Tsunami Hazard", "agency": "PHIVOLCS", "vintage": "DOST-PHIVOLCS", "endpoint": null, "retrieved": "2026-09-01 10:29:34", "status": "failed", "features": 0, "class_field": null, "used_for": "Susceptibility class share per barangay" } ], "gaps": [ { "area": "Drought", "need": "A hazard source", "why": "No automated source is wired up for this hazard yet.", "blocks": "Everything for this hazard" }, { "area": "Ground Shaking", "need": "Per-barangay susceptibility class, entered by the planner", "why": "The publishing agency will not serve this layer for computation, so susceptibility has to be entered per barangay by the planner.", "blocks": "Exposure, and therefore risk, for this hazard" }, { "area": "Earthquake-induced Landslide", "need": "Per-barangay susceptibility class, entered by the planner", "why": "The publishing agency will not serve this layer for computation, so susceptibility has to be entered per barangay by the planner.", "blocks": "Exposure, and therefore risk, for this hazard" }, { "area": "Ground Rupture", "need": "A hazard source", "why": "No automated source is wired up for this hazard yet.", "blocks": "Everything for this hazard" }, { "area": "Population and households", "need": "CBMS or POPCEN figures for 36 of 36 barangays", "why": "Not yet supplied.", "blocks": "Population exposure, sensitivity, and every risk score" }, { "area": "Land use by barangay", "need": "Area by land-use category per barangay", "why": "Awaiting the LGU data upload.", "blocks": "Urban-use and natural-resource exposure units" }, { "area": "Sensitivity (CBMS)", "need": "Informal settlers, light-material dwellings, dependants", "why": "Awaiting the LGU data upload.", "blocks": "The sensitivity half of vulnerability" }, { "area": "Adaptive capacity", "need": "The DHSUD questionnaire, per hazard", "why": "Awaiting the LGU data upload.", "blocks": "The adaptive-capacity half of vulnerability" }, { "area": "Critical facilities", "need": "Facility list with coordinates", "why": "Awaiting the LGU data upload.", "blocks": "Critical-facility exposure" }, { "area": "Replacement costs", "need": "Unit cost per land-use category", "why": "Awaiting the LGU data upload.", "blocks": "Damage estimates" } ], "completeness": { "hazards_total": 7, "hazards_computed": 3, "datasets_missing": 10, "stage": "partial exposure", "ready_to_submit": false, "ready_note": "This is a working draft. It is not submittable until the LGU datasets are loaded, risk is scored, and the MPDO has signed off." } }