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                    "HF": 15.45,
                    "MF": 56.696,
                    "LF": 27.853
                },
                "Langlangca Segundo": {
                    "HF": 3.159,
                    "MF": 81.905,
                    "LF": 14.935
                },
                "Oaig-Daya": {
                    "VHF": 0.343,
                    "HF": 96.438,
                    "MF": 3.219
                },
                "Palacapac": {
                    "HF": 4.235,
                    "MF": 5.439
                },
                "Paras": {
                    "HF": 6.066,
                    "MF": 93.934
                },
                "Parioc Primero": {
                    "HF": 16.141,
                    "MF": 18.318,
                    "LF": 23.58
                },
                "Parioc Segundo": {
                    "HF": 25.783,
                    "MF": 7.501,
                    "LF": 4.52
                },
                "Patpata Primero": {
                    "HF": 36.662,
                    "MF": 53.601
                },
                "Patpata Segundo": {
                    "VHF": 1.591,
                    "HF": 17.33,
                    "MF": 61.184,
                    "LF": 13.048
                },
                "Paypayad": {
                    "HF": 56.958,
                    "MF": 39.322
                },
                "Salvador Primero": {
                    "VHF": 1.364,
                    "HF": 7.501,
                    "LF": 48.457
                },
                "Salvador Segundo": {
                    "VHF": 1.864,
                    "HF": 8.624,
                    "MF": 18.22,
                    "LF": 26.399
                },
                "San Agustin": {
                    "HF": 0.025,
                    "MF": 35.11,
                    "LF": 64.866
                },
                "San Andres": {
                    "HF": 21.113,
                    "MF": 9.943
                },
                "San Antonio": {
                    "MF": 72.159,
                    "LF": 27.843
                },
                "San Isidro": {
                    "HF": 20.368,
                    "MF": 79.634
                },
                "San Jose": {
                    "HF": 3.773,
                    "MF": 96.227
                },
                "San Juan": {
                    "MF": 44.645,
                    "LF": 55.351
                },
                "San Nicolas": {
                    "HF": 73.717,
                    "MF": 26.282
                },
                "San Pedro": {
                    "MF": 99.998
                },
                "Santo Tomas": {
                    "MF": 10.163,
                    "LF": 9.02
                },
                "Tablac": {
                    "HF": 3.797,
                    "MF": 7.4,
                    "LF": 29.234
                },
                "Talogtog": {
                    "HF": 10.128,
                    "MF": 89.872
                },
                "Tamurong Primero": {
                    "HF": 39.654,
                    "MF": 57.506
                },
                "Tamurong Segundo": {
                    "HF": 20.751,
                    "MF": 74.297
                },
                "Villarica": {
                    "HF": 65.117,
                    "MF": 34.883
                }
            }
        },
        {
            "key": "rain_induced_landslide",
            "label": "Rain-induced Landslide",
            "group": "hydrometeorological",
            "source": "DENR-MGB",
            "magnitude_unit": "Susceptibility class",
            "status": "computed",
            "note": null,
            "stale": false,
            "stale_note": null,
            "classes": [
                "VHL",
                "HL",
                "ML",
                "LL"
            ],
            "barangays_covered": 20,
            "barangays_measured": 42,
            "class_field": "LndslideSusc",
            "endpoint": "https://controlmap.mgb.gov.ph/arcgis/rest/services/GeospatialDataInventory/GDI_Detailed_Rain_induced_Landslide_Susceptibility/FeatureServer/0/query",
            "features": 161,
            "ran_at": "2026-09-03 08:53:23",
            "agency": "DENR-MGB",
            "attribution": "DENR-Mines and Geosciences Bureau",
            "shares": {
                "Allangigan Primero": {
                    "LL": 32.897
                },
                "Allangigan Segundo": {
                    "LL": 10.31
                },
                "Amguid": {
                    "VHL": 4.707,
                    "HL": 1.007,
                    "ML": 81.539,
                    "LL": 12.747
                },
                "Ayudante": {
                    "ML": 1.838
                },
                "Bagani Camposanto": {
                    "HL": 0.077,
                    "ML": 20.383,
                    "LL": 46.008
                },
                "Bagani Gabor": {
                    "LL": 0.676
                },
                "Bagani Tocgo": {
                    "ML": 43.439,
                    "LL": 47.526
                },
                "Bagani Ubbog": {
                    "ML": 0.012,
                    "LL": 42.918
                },
                "Balingaoan": {
                    "HL": 0.173,
                    "ML": 22.647
                },
                "Bugnay": {
                    "HL": 26.714,
                    "ML": 49.131,
                    "LL": 10.677
                },
                "Caterman": {
                    "ML": 43.12,
                    "LL": 0.353
                },
                "Cubcubbuot": {
                    "ML": 56.55,
                    "LL": 11.453
                },
                "Palacapac": {
                    "ML": 67.632,
                    "LL": 22.694
                },
                "Parioc Primero": {
                    "ML": 41.847,
                    "LL": 0.114
                },
                "Parioc Segundo": {
                    "ML": 8.132,
                    "LL": 54.064
                },
                "Salvador Primero": {
                    "HL": 5.746,
                    "ML": 21.282,
                    "LL": 15.649
                },
                "Salvador Segundo": {
                    "HL": 0.517,
                    "ML": 7.966,
                    "LL": 36.41
                },
                "San Andres": {
                    "ML": 31.254,
                    "LL": 37.691
                },
                "Santo Tomas": {
                    "ML": 5.717,
                    "LL": 75.141
                },
                "Tablac": {
                    "HL": 1.185,
                    "ML": 35.284,
                    "LL": 23.101
                }
            }
        },
        {
            "key": "drought",
            "label": "Drought",
            "group": "hydrometeorological",
            "source": "PAGASA",
            "magnitude_unit": "Rainfall deficit",
            "status": "pending",
            "note": "No automated source is wired up for this hazard yet.",
            "stale": false,
            "stale_note": null,
            "classes": [],
            "barangays_covered": 0,
            "barangays_measured": 0,
            "class_field": null,
            "endpoint": null,
            "features": 0,
            "ran_at": null,
            "agency": "PAGASA",
            "attribution": null,
            "shares": []
        },
        {
            "key": "storm_surge",
            "label": "Storm Surge",
            "group": "hydrometeorological",
            "source": "PAGASA / Project NOAH",
            "magnitude_unit": "Surge height (m)",
            "status": "pending",
            "note": "No automated source is wired up for this hazard yet.",
            "stale": false,
            "stale_note": null,
            "classes": [],
            "barangays_covered": 0,
            "barangays_measured": 0,
            "class_field": null,
            "endpoint": null,
            "features": 0,
            "ran_at": null,
            "agency": "PAGASA / Project NOAH",
            "attribution": null,
            "shares": []
        },
        {
            "key": "sea_level_rise",
            "label": "Sea Level Rise",
            "group": "hydrometeorological",
            "source": "PAGASA",
            "magnitude_unit": "Inundation depth (m)",
            "status": "pending",
            "note": "No automated source is wired up for this hazard yet.",
            "stale": false,
            "stale_note": null,
            "classes": [],
            "barangays_covered": 0,
            "barangays_measured": 0,
            "class_field": null,
            "endpoint": null,
            "features": 0,
            "ran_at": null,
            "agency": "PAGASA",
            "attribution": null,
            "shares": []
        },
        {
            "key": "ground_shaking",
            "label": "Ground Shaking",
            "group": "geological",
            "source": "PHIVOLCS",
            "magnitude_unit": "PEIS intensity",
            "status": "manual",
            "note": "The publishing agency will not serve this layer for computation, so susceptibility has to be entered per barangay by the planner.",
            "stale": false,
            "stale_note": null,
            "classes": [],
            "barangays_covered": 0,
            "barangays_measured": 0,
            "class_field": null,
            "endpoint": null,
            "features": 0,
            "ran_at": "2026-09-03 08:53:23",
            "agency": "PHIVOLCS",
            "attribution": "DOST-PHIVOLCS",
            "shares": []
        },
        {
            "key": "liquefaction",
            "label": "Liquefaction",
            "group": "geological",
            "source": "PHIVOLCS",
            "magnitude_unit": "Susceptibility class",
            "status": "computed",
            "note": null,
            "stale": false,
            "stale_note": null,
            "classes": [
                "Highly Susceptible",
                "Moderately Susceptible",
                "Least Susceptible"
            ],
            "barangays_covered": 41,
            "barangays_measured": 42,
            "class_field": "lccode",
            "endpoint": "https://ulap-hazards.georisk.gov.ph/arcgis/rest/services/PHIVOLCSPublic/Liquefaction/MapServer/0/query",
            "features": 3,
            "ran_at": "2026-09-03 08:53:25",
            "agency": "PHIVOLCS",
            "attribution": "DOST-PHIVOLCS (as of July 2018)",
            "shares": {
                "Allangigan Primero": {
                    "Least Susceptible": 72.654
                },
                "Allangigan Segundo": {
                    "Least Susceptible": 92.483
                },
                "Ayudante": {
                    "Highly Susceptible": 35.362,
                    "Moderately Susceptible": 63.992
                },
                "Bagani Camposanto": {
                    "Moderately Susceptible": 17.65,
                    "Least Susceptible": 15.036
                },
                "Bagani Gabor": {
                    "Moderately Susceptible": 95.029,
                    "Least Susceptible": 4.971
                },
                "Bagani Tocgo": {
                    "Moderately Susceptible": 1.273,
                    "Least Susceptible": 8.843
                },
                "Bagani Ubbog": {
                    "Moderately Susceptible": 37.697,
                    "Least Susceptible": 19.83
                },
                "Bagar": {
                    "Highly Susceptible": 65.491,
                    "Moderately Susceptible": 34.508
                },
                "Balingaoan": {
                    "Highly Susceptible": 49.967,
                    "Moderately Susceptible": 16.743
                },
                "Bugnay": {
                    "Least Susceptible": 21.585
                },
                "Calaoaan": {
                    "Highly Susceptible": 61.101,
                    "Moderately Susceptible": 38.899
                },
                "Calongbuyan": {
                    "Highly Susceptible": 99.963
                },
                "Caterman": {
                    "Highly Susceptible": 51.615
                },
                "Cubcubbuot": {
                    "Least Susceptible": 30.31
                },
                "Darapidap": {
                    "Highly Susceptible": 98.722
                },
                "Langlangca Primero": {
                    "Moderately Susceptible": 76.935,
                    "Least Susceptible": 23.065
                },
                "Langlangca Segundo": {
                    "Highly Susceptible": 15.829,
                    "Moderately Susceptible": 76.945,
                    "Least Susceptible": 7.226
                },
                "Oaig-Daya": {
                    "Highly Susceptible": 14.891,
                    "Moderately Susceptible": 71.568,
                    "Least Susceptible": 13.541
                },
                "Palacapac": {
                    "Least Susceptible": 23.708
                },
                "Paras": {
                    "Highly Susceptible": 100
                },
                "Parioc Primero": {
                    "Moderately Susceptible": 28.25,
                    "Least Susceptible": 34.96
                },
                "Parioc Segundo": {
                    "Least Susceptible": 58.398
                },
                "Patpata Primero": {
                    "Highly Susceptible": 96.137
                },
                "Patpata Segundo": {
                    "Highly Susceptible": 93.386
                },
                "Paypayad": {
                    "Highly Susceptible": 99.657
                },
                "Salvador Primero": {
                    "Least Susceptible": 66.948
                },
                "Salvador Segundo": {
                    "Least Susceptible": 94.638
                },
                "San Agustin": {
                    "Highly Susceptible": 29.251,
                    "Moderately Susceptible": 70.749
                },
                "San Andres": {
                    "Least Susceptible": 40.455
                },
                "San Antonio": {
                    "Highly Susceptible": 18.555,
                    "Moderately Susceptible": 81.447
                },
                "San Isidro": {
                    "Highly Susceptible": 91.666,
                    "Moderately Susceptible": 8.336
                },
                "San Jose": {
                    "Highly Susceptible": 5.657,
                    "Moderately Susceptible": 94.343
                },
                "San Juan": {
                    "Moderately Susceptible": 99.997
                },
                "San Nicolas": {
                    "Highly Susceptible": 100
                },
                "San Pedro": {
                    "Highly Susceptible": 99.998
                },
                "Santo Tomas": {
                    "Least Susceptible": 24.145
                },
                "Tablac": {
                    "Highly Susceptible": 0.987,
                    "Moderately Susceptible": 15.825,
                    "Least Susceptible": 28.207
                },
                "Talogtog": {
                    "Highly Susceptible": 100
                },
                "Tamurong Primero": {
                    "Highly Susceptible": 93.689
                },
                "Tamurong Segundo": {
                    "Highly Susceptible": 98.329
                },
                "Villarica": {
                    "Highly Susceptible": 100
                }
            }
        },
        {
            "key": "earthquake_induced_landslide",
            "label": "Earthquake-induced Landslide",
            "group": "geological",
            "source": "PHIVOLCS",
            "magnitude_unit": "Susceptibility class",
            "status": "manual",
            "note": "The publishing agency will not serve this layer for computation, so susceptibility has to be entered per barangay by the planner.",
            "stale": false,
            "stale_note": null,
            "classes": [],
            "barangays_covered": 0,
            "barangays_measured": 0,
            "class_field": null,
            "endpoint": null,
            "features": 0,
            "ran_at": "2026-09-03 08:53:26",
            "agency": "PHIVOLCS",
            "attribution": "DOST-PHIVOLCS",
            "shares": []
        },
        {
            "key": "ground_rupture",
            "label": "Ground Rupture",
            "group": "geological",
            "source": "PHIVOLCS",
            "magnitude_unit": "Distance to fault trace",
            "status": "pending",
            "note": "No automated source is wired up for this hazard yet.",
            "stale": false,
            "stale_note": null,
            "classes": [],
            "barangays_covered": 0,
            "barangays_measured": 0,
            "class_field": null,
            "endpoint": null,
            "features": 0,
            "ran_at": null,
            "agency": "PHIVOLCS",
            "attribution": "DOST-PHIVOLCS",
            "shares": []
        },
        {
            "key": "tsunami",
            "label": "Tsunami",
            "group": "geological",
            "source": "PHIVOLCS",
            "magnitude_unit": "Run-up height (m)",
            "status": "manual",
            "note": "The publishing agency will not serve this layer for computation, so susceptibility has to be entered per barangay by the planner.",
            "stale": false,
            "stale_note": null,
            "classes": [],
            "barangays_covered": 0,
            "barangays_measured": 0,
            "class_field": null,
            "endpoint": null,
            "features": 0,
            "ran_at": "2026-09-03 08:53:37",
            "agency": "PHIVOLCS",
            "attribution": "DOST-PHIVOLCS",
            "shares": []
        }
    ],
    "exposure": [
        {
            "name": "Allangigan Primero",
            "area_ha": 140.72,
            "hazards": {
                "flood": {
                    "classes": {
                        "HF": 59.883,
                        "MF": 4.78,
                        "LF": 2.44
                    },
                    "susceptible_pct": 64.66,
                    "worst": {
                        "class": "HF",
                        "rank": 3,
                        "percent": 59.883
                    },
                    "exposure_score": 4
                },
                "liquefaction": {
                    "classes": {
                        "Least Susceptible": 72.654
                    },
                    "susceptible_pct": 72.65,
                    "worst": {
                        "class": "Least Susceptible",
                        "rank": null,
                        "percent": 72.654
                    },
                    "exposure_score": 4
                },
                "rain_induced_landslide": {
                    "classes": {
                        "LL": 32.897
                    },
                    "susceptible_pct": 0,
                    "worst": {
                        "class": "LL",
                        "rank": 1,
                        "percent": 32.897
                    },
                    "exposure_score": 1
                }
            }
        },
        {
            "name": "Allangigan Segundo",
            "area_ha": 165.58,
            "hazards": {
                "flood": {
                    "classes": {
                        "VHF": 0.095,
                        "HF": 51.008,
                        "MF": 35.497,
                        "LF": 3.094
                    },
                    "susceptible_pct": 86.6,
                    "worst": {
                        "class": "VHF",
                        "rank": 4,
                        "percent": 0.095
                    },
                    "exposure_score": 4
                },
                "liquefaction": {
                    "classes": {
                        "Least Susceptible": 92.483
                    },
                    "susceptible_pct": 92.48,
                    "worst": {
                        "class": "Least Susceptible",
                        "rank": null,
                        "percent": 92.483
                    },
                    "exposure_score": 4
                },
                "rain_induced_landslide": {
                    "classes": {
                        "LL": 10.31
                    },
                    "susceptible_pct": 0,
                    "worst": {
                        "class": "LL",
                        "rank": 1,
                        "percent": 10.31
                    },
                    "exposure_score": 1
                }
            }
        },
        {
            "name": "Amguid",
            "area_ha": 255.1,
            "hazards": {
                "flood": null,
                "liquefaction": null,
                "rain_induced_landslide": {
                    "classes": {
                        "VHL": 4.707,
                        "HL": 1.007,
                        "ML": 81.539,
                        "LL": 12.747
                    },
                    "susceptible_pct": 87.25,
                    "worst": {
                        "class": "VHL",
                        "rank": 4,
                        "percent": 4.707
                    },
                    "exposure_score": 4
                }
            }
        },
        {
            "name": "Ayudante",
            "area_ha": 149.03,
            "hazards": {
                "flood": {
                    "classes": {
                        "HF": 7.681,
                        "MF": 43.072,
                        "LF": 47.409
                    },
                    "susceptible_pct": 50.75,
                    "worst": {
                        "class": "HF",
                        "rank": 3,
                        "percent": 7.681
                    },
                    "exposure_score": 4
                },
                "liquefaction": {
                    "classes": {
                        "Highly Susceptible": 35.362,
                        "Moderately Susceptible": 63.992
                    },
                    "susceptible_pct": 99.35,
                    "worst": {
                        "class": "Highly Susceptible",
                        "rank": 3,
                        "percent": 35.362
                    },
                    "exposure_score": 4
                },
                "rain_induced_landslide": {
                    "classes": {
                        "ML": 1.838
                    },
                    "susceptible_pct": 1.84,
                    "worst": {
                        "class": "ML",
                        "rank": 2,
                        "percent": 1.838
                    },
                    "exposure_score": 1
                }
            }
        },
        {
            "name": "Bagani Camposanto",
            "area_ha": 192.26,
            "hazards": {
                "flood": {
                    "classes": {
                        "LF": 33.532
                    },
                    "susceptible_pct": 0,
                    "worst": {
                        "class": "LF",
                        "rank": 1,
                        "percent": 33.532
                    },
                    "exposure_score": 1
                },
                "liquefaction": {
                    "classes": {
                        "Moderately Susceptible": 17.65,
                        "Least Susceptible": 15.036
                    },
                    "susceptible_pct": 32.69,
                    "worst": {
                        "class": "Moderately Susceptible",
                        "rank": 2,
                        "percent": 17.65
                    },
                    "exposure_score": 3
                },
                "rain_induced_landslide": {
                    "classes": {
                        "HL": 0.077,
                        "ML": 20.383,
                        "LL": 46.008
                    },
                    "susceptible_pct": 20.46,
                    "worst": {
                        "class": "HL",
                        "rank": 3,
                        "percent": 0.077
                    },
                    "exposure_score": 3
                }
            }
        },
        {
            "name": "Bagani Gabor",
            "area_ha": 58.77,
            "hazards": {
                "flood": {
                    "classes": {
                        "HF": 47.804,
                        "MF": 24.075,
                        "LF": 27.444
                    },
                    "susceptible_pct": 71.88,
                    "worst": {
                        "class": "HF",
                        "rank": 3,
                        "percent": 47.804
                    },
                    "exposure_score": 4
                },
                "liquefaction": {
                    "classes": {
                        "Moderately Susceptible": 95.029,
                        "Least Susceptible": 4.971
                    },
                    "susceptible_pct": 100,
                    "worst": {
                        "class": "Moderately Susceptible",
                        "rank": 2,
                        "percent": 95.029
                    },
                    "exposure_score": 4
                },
                "rain_induced_landslide": {
                    "classes": {
                        "LL": 0.676
                    },
                    "susceptible_pct": 0,
                    "worst": {
                        "class": "LL",
                        "rank": 1,
                        "percent": 0.676
                    },
                    "exposure_score": 1
                }
            }
        },
        {
            "name": "Bagani Tocgo",
            "area_ha": 70.04,
            "hazards": {
                "flood": {
                    "classes": {
                        "HF": 7.056,
                        "LF": 4.238
                    },
                    "susceptible_pct": 7.06,
                    "worst": {
                        "class": "HF",
                        "rank": 3,
                        "percent": 7.056
                    },
                    "exposure_score": 1
                },
                "liquefaction": {
                    "classes": {
                        "Moderately Susceptible": 1.273,
                        "Least Susceptible": 8.843
                    },
                    "susceptible_pct": 10.12,
                    "worst": {
                        "class": "Moderately Susceptible",
                        "rank": 2,
                        "percent": 1.273
                    },
                    "exposure_score": 2
                },
                "rain_induced_landslide": {
                    "classes": {
                        "ML": 43.439,
                        "LL": 47.526
                    },
                    "susceptible_pct": 43.44,
                    "worst": {
                        "class": "ML",
                        "rank": 2,
                        "percent": 43.439
                    },
                    "exposure_score": 4
                }
            }
        },
        {
            "name": "Bagani Ubbog",
            "area_ha": 145.75,
            "hazards": {
                "flood": {
                    "classes": {
                        "MF": 18.875,
                        "LF": 38.195
                    },
                    "susceptible_pct": 18.88,
                    "worst": {
                        "class": "MF",
                        "rank": 2,
                        "percent": 18.875
                    },
                    "exposure_score": 2
                },
                "liquefaction": {
                    "classes": {
                        "Moderately Susceptible": 37.697,
                        "Least Susceptible": 19.83
                    },
                    "susceptible_pct": 57.53,
                    "worst": {
                        "class": "Moderately Susceptible",
                        "rank": 2,
                        "percent": 37.697
                    },
                    "exposure_score": 4
                },
                "rain_induced_landslide": {
                    "classes": {
                        "ML": 0.012,
                        "LL": 42.918
                    },
                    "susceptible_pct": 0.01,
                    "worst": {
                        "class": "ML",
                        "rank": 2,
                        "percent": 0.012
                    },
                    "exposure_score": 1
                }
            }
        },
        {
            "name": "Bagar",
            "area_ha": 116.54,
            "hazards": {
                "flood": {
                    "classes": {
                        "HF": 32.364,
                        "MF": 65.467,
                        "LF": 2.169
                    },
                    "susceptible_pct": 97.83,
                    "worst": {
                        "class": "HF",
                        "rank": 3,
                        "percent": 32.364
                    },
                    "exposure_score": 4
                },
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                    "susceptible_pct": 66.71,
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                        "Least Susceptible": 21.585
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                    "susceptible_pct": 21.59,
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                        "percent": 19.644
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                        "Highly Susceptible": 99.963
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                    "susceptible_pct": 99.96,
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                    "susceptible_pct": 51.62,
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                    "susceptible_pct": 30.31,
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                "liquefaction": {
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                        "Highly Susceptible": 98.722
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                    "susceptible_pct": 98.72,
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                        "percent": 15.45
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                        "percent": 3.159
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                        "percent": 0.343
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                "liquefaction": {
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                        "Moderately Susceptible": 71.568,
                        "Least Susceptible": 13.541
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                        "class": "Highly Susceptible",
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                        "percent": 14.891
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                "rain_induced_landslide": null
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                        "percent": 4.235
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                "liquefaction": {
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                        "Least Susceptible": 23.708
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                    "susceptible_pct": 23.71,
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                        "rank": null,
                        "percent": 23.708
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                        "percent": 6.066
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                    "susceptible_pct": 100,
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                        "percent": 16.141
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                "liquefaction": {
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                        "Least Susceptible": 34.96
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                    "susceptible_pct": 63.21,
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                        "percent": 28.25
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                    "susceptible_pct": 33.28,
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                        "percent": 25.783
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                "liquefaction": {
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                        "Least Susceptible": 58.398
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                    "susceptible_pct": 58.4,
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                        "rank": null,
                        "percent": 58.398
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                "rain_induced_landslide": {
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                        "LL": 54.064
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                        "class": "HF",
                        "rank": 3,
                        "percent": 36.662
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                "liquefaction": {
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                    "susceptible_pct": 96.14,
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                    "susceptible_pct": 80.11,
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                        "class": "VHF",
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                        "percent": 1.591
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                "liquefaction": {
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                    "susceptible_pct": 93.39,
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                        "MF": 39.322
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                    "susceptible_pct": 96.28,
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                        "percent": 56.958
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                "liquefaction": {
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                    "susceptible_pct": 99.66,
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                        "LF": 48.457
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                    "susceptible_pct": 8.87,
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                        "class": "VHF",
                        "rank": 4,
                        "percent": 1.364
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                    "exposure_score": 1
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                "liquefaction": {
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                        "Least Susceptible": 66.948
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                    "susceptible_pct": 66.95,
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                        "class": "Least Susceptible",
                        "rank": null,
                        "percent": 66.948
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                "rain_induced_landslide": {
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                        "ML": 21.282,
                        "LL": 15.649
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                        "percent": 5.746
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                        "LF": 26.399
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                    "susceptible_pct": 28.71,
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                        "class": "VHF",
                        "rank": 4,
                        "percent": 1.864
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                    "exposure_score": 3
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                "liquefaction": {
                    "classes": {
                        "Least Susceptible": 94.638
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                    "susceptible_pct": 94.64,
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                        "class": "Least Susceptible",
                        "rank": null,
                        "percent": 94.638
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                "rain_induced_landslide": {
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                        "LL": 36.41
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                    "susceptible_pct": 8.48,
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                        "class": "HL",
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                        "percent": 0.517
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        },
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                        "HF": 0.025,
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                        "LF": 64.866
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                    "susceptible_pct": 35.14,
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                        "class": "HF",
                        "rank": 3,
                        "percent": 0.025
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                "liquefaction": {
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                        "Highly Susceptible": 29.251,
                        "Moderately Susceptible": 70.749
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                    "susceptible_pct": 100,
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                        "class": "Highly Susceptible",
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                        "percent": 29.251
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                "rain_induced_landslide": null
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                        "HF": 21.113,
                        "MF": 9.943
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                    "susceptible_pct": 31.06,
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                        "class": "HF",
                        "rank": 3,
                        "percent": 21.113
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                "liquefaction": {
                    "classes": {
                        "Least Susceptible": 40.455
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                    "susceptible_pct": 40.46,
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                        "class": "Least Susceptible",
                        "rank": null,
                        "percent": 40.455
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                "rain_induced_landslide": {
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                        "ML": 31.254,
                        "LL": 37.691
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                        "MF": 72.159,
                        "LF": 27.843
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                    "susceptible_pct": 72.16,
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                        "class": "MF",
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                        "percent": 72.159
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                "liquefaction": {
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                        "Highly Susceptible": 18.555,
                        "Moderately Susceptible": 81.447
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                    "susceptible_pct": 100,
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                        "percent": 18.555
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                "rain_induced_landslide": null
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        },
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                        "MF": 79.634
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                        "class": "HF",
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                        "percent": 20.368
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                "liquefaction": {
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                        "Moderately Susceptible": 8.336
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                    "susceptible_pct": 100,
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                        "class": "Highly Susceptible",
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                        "percent": 91.666
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                        "MF": 96.227
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                        "class": "HF",
                        "rank": 3,
                        "percent": 3.773
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                "liquefaction": {
                    "classes": {
                        "Highly Susceptible": 5.657,
                        "Moderately Susceptible": 94.343
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                    "susceptible_pct": 100,
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                        "class": "Highly Susceptible",
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                        "percent": 5.657
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                        "MF": 44.645,
                        "LF": 55.351
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                        "percent": 44.645
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                "liquefaction": {
                    "classes": {
                        "Moderately Susceptible": 99.997
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                    "susceptible_pct": 100,
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                        "percent": 99.997
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        },
        {
            "name": "San Nicolas",
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                        "MF": 26.282
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                        "class": "HF",
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                        "percent": 73.717
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                "liquefaction": {
                    "classes": {
                        "Highly Susceptible": 100
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                    "susceptible_pct": 100,
                    "worst": {
                        "class": "Highly Susceptible",
                        "rank": 3,
                        "percent": 100
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                    "exposure_score": 4
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                "rain_induced_landslide": null
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            {
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            {
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            {
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            },
            {
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            },
            {
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            {
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            {
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            {
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            },
            {
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            {
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            {
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            },
            {
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            {
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            },
            {
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            },
            {
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            },
            {
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            },
            {
                "barangay": "Paypayad",
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            },
            {
                "barangay": "Paypayad",
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            {
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                "control": "Conditional"
            },
            {
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            },
            {
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            {
                "barangay": "San Agustin",
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            },
            {
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            {
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            },
            {
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            {
                "barangay": "San Antonio",
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                "hazard": "flood",
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            },
            {
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            },
            {
                "barangay": "San Isidro",
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            },
            {
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            },
            {
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                "exposure_score": 4,
                "sensitivity_percent": 20.059,
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            },
            {
                "barangay": "San Jose",
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            },
            {
                "barangay": "San Juan",
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                "hazard": "flood",
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                "exposure_percent": 44.645,
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            },
            {
                "barangay": "San Juan",
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                "hazard": "flood",
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            },
            {
                "barangay": "San Nicolas",
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                "hazard": "flood",
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                "control": "Prohibited"
            },
            {
                "barangay": "San Nicolas",
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                "hazard": "flood",
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                "sensitivity_percent": 11.001,
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                "control": "Prohibited"
            },
            {
                "barangay": "San Pedro",
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                "hazard": "flood",
                "unit": "population",
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                "risk": 14,
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                "control": "Prohibited"
            },
            {
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                "hazard": "flood",
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                "control": "Prohibited"
            },
            {
                "barangay": "Santo Tomas",
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                "risk": 12,
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                "control": "Prohibited"
            },
            {
                "barangay": "Santo Tomas",
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                "hazard": "flood",
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                "sensitivity_percent": 7.937,
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                "risk": 8,
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                "control": "Discretionary"
            },
            {
                "barangay": "Tablac",
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                "hazard": "flood",
                "unit": "population",
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                "risk": 12,
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                "control": "Prohibited"
            },
            {
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                "control": "Discretionary"
            },
            {
                "barangay": "Talogtog",
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                "hazard": "flood",
                "unit": "population",
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                "control": "Prohibited"
            },
            {
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                "hazard": "flood",
                "unit": "urban_use",
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                "sensitivity_percent": 12.066,
                "sensitivity_score": 3,
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                "vulnerability": 0.5,
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            {
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            },
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            {
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                "unit": "population",
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            },
            {
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            {
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            },
            {
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            },
            {
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            },
            {
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            },
            {
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            {
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            },
            {
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            {
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            },
            {
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                "hazard": "liquefaction",
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            {
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                "exposure_score": 4,
                "sensitivity_percent": 11.111,
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            },
            {
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                "hazard": "liquefaction",
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            },
            {
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            },
            {
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                "hazard": "liquefaction",
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                "sensitivity_percent": 20.022,
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            },
            {
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            },
            {
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                "facility": null,
                "hazard": "liquefaction",
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                "sensitivity_percent": 21.005,
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            },
            {
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            },
            {
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                "hazard": "liquefaction",
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            },
            {
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            {
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            },
            {
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            },
            {
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                "hazard": "liquefaction",
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            },
            {
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            },
            {
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                "hazard": "liquefaction",
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                "sensitivity_percent": 20.059,
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            {
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            },
            {
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                "hazard": "liquefaction",
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            },
            {
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            },
            {
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                "hazard": "liquefaction",
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                "sensitivity_percent": 22.004,
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            },
            {
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            },
            {
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                "hazard": "liquefaction",
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            },
            {
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                "hazard": "liquefaction",
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            },
            {
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                "hazard": "liquefaction",
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                "exposure_percent": 0,
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                "risk": 6,
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            },
            {
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                "exposure_percent": 0,
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            },
            {
                "barangay": "Tablac",
                "facility": null,
                "hazard": "liquefaction",
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            },
            {
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                "facility": null,
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                "sensitivity_percent": 9.982,
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            },
            {
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                "hazard": "liquefaction",
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                "sensitivity_percent": 21.003,
                "sensitivity_score": 4,
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            },
            {
                "barangay": "Talogtog",
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                "hazard": "liquefaction",
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                "sensitivity_percent": 12.066,
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            },
            {
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                "hazard": "liquefaction",
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                "sensitivity_percent": 22.024,
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            },
            {
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                "hazard": "liquefaction",
                "unit": "urban_use",
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                "exposure_percent": 93.689,
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                "sensitivity_percent": 13.661,
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            },
            {
                "barangay": "Tamurong Segundo",
                "facility": null,
                "hazard": "liquefaction",
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                "exposure_percent": 98.329,
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            },
            {
                "barangay": "Tamurong Segundo",
                "facility": null,
                "hazard": "liquefaction",
                "unit": "urban_use",
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                "exposure_percent": 98.329,
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                "sensitivity_percent": 16.082,
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                "control": "Discretionary"
            },
            {
                "barangay": "Villarica",
                "facility": null,
                "hazard": "liquefaction",
                "unit": "population",
                "susceptibility": "Highly Susceptible",
                "exposure_percent": 100,
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                "sensitivity_percent": 19.009,
                "sensitivity_score": 4,
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                "vulnerability": 0.75,
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                "risk": 10.5,
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                "control": "Discretionary"
            },
            {
                "barangay": "Villarica",
                "facility": null,
                "hazard": "liquefaction",
                "unit": "urban_use",
                "susceptibility": "Highly Susceptible",
                "exposure_percent": 100,
                "exposure_score": 4,
                "sensitivity_percent": 17.962,
                "sensitivity_score": 4,
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                "category": "High",
                "control": "Discretionary"
            },
            {
                "barangay": "Allangigan Primero",
                "facility": null,
                "hazard": "rain_induced_landslide",
                "unit": "population",
                "susceptibility": "LL",
                "exposure_percent": 0,
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                "likelihood": null,
                "severity": null,
                "risk": null,
                "category": null,
                "control": null
            },
            {
                "barangay": "Allangigan Segundo",
                "facility": "Covered Court Evacuation Centre",
                "hazard": "flood",
                "unit": "critical_facility",
                "susceptibility": "HF",
                "exposure_percent": 100,
                "exposure_score": 4,
                "sensitivity_percent": null,
                "sensitivity_score": null,
                "adaptive_capacity": null,
                "vulnerability": null,
                "likelihood": null,
                "severity": null,
                "risk": null,
                "category": null,
                "control": null
            },
            {
                "barangay": "Allangigan Segundo",
                "facility": "Public Market",
                "hazard": "flood",
                "unit": "critical_facility",
                "susceptibility": "HF",
                "exposure_percent": 100,
                "exposure_score": 4,
                "sensitivity_percent": null,
                "sensitivity_score": null,
                "adaptive_capacity": null,
                "vulnerability": null,
                "likelihood": null,
                "severity": null,
                "risk": null,
                "category": null,
                "control": null
            },
            {
                "barangay": "Amguid",
                "facility": "District High School",
                "hazard": "flood",
                "unit": "critical_facility",
                "susceptibility": null,
                "exposure_percent": 0,
                "exposure_score": 1,
                "sensitivity_percent": null,
                "sensitivity_score": null,
                "adaptive_capacity": null,
                "vulnerability": null,
                "likelihood": null,
                "severity": null,
                "risk": null,
                "category": null,
                "control": null
            },
            {
                "barangay": "Ayudante",
                "facility": "Barangay Health Station",
                "hazard": "flood",
                "unit": "critical_facility",
                "susceptibility": "LF",
                "exposure_percent": 100,
                "exposure_score": 4,
                "sensitivity_percent": null,
                "sensitivity_score": null,
                "adaptive_capacity": null,
                "vulnerability": null,
                "likelihood": null,
                "severity": null,
                "risk": null,
                "category": null,
                "control": null
            },
            {
                "barangay": "Bagani Camposanto",
                "facility": "Water Pumping Station",
                "hazard": "flood",
                "unit": "critical_facility",
                "susceptibility": null,
                "exposure_percent": 0,
                "exposure_score": 1,
                "sensitivity_percent": null,
                "sensitivity_score": null,
                "adaptive_capacity": null,
                "vulnerability": null,
                "likelihood": null,
                "severity": null,
                "risk": null,
                "category": null,
                "control": null
            },
            {
                "barangay": "Allangigan Primero",
                "facility": "Municipal Hall",
                "hazard": "liquefaction",
                "unit": "critical_facility",
                "susceptibility": "Least Susceptible",
                "exposure_percent": 100,
                "exposure_score": 4,
                "sensitivity_percent": null,
                "sensitivity_score": null,
                "adaptive_capacity": null,
                "vulnerability": null,
                "likelihood": null,
                "severity": null,
                "risk": null,
                "category": null,
                "control": null
            },
            {
                "barangay": "Allangigan Primero",
                "facility": "Police Station",
                "hazard": "liquefaction",
                "unit": "critical_facility",
                "susceptibility": "Least Susceptible",
                "exposure_percent": 100,
                "exposure_score": 4,
                "sensitivity_percent": null,
                "sensitivity_score": null,
                "adaptive_capacity": null,
                "vulnerability": null,
                "likelihood": null,
                "severity": null,
                "risk": null,
                "category": null,
                "control": null
            },
            {
                "barangay": "Allangigan Primero",
                "facility": "Municipal Health Centre",
                "hazard": "liquefaction",
                "unit": "critical_facility",
                "susceptibility": "Least Susceptible",
                "exposure_percent": 100,
                "exposure_score": 4,
                "sensitivity_percent": null,
                "sensitivity_score": null,
                "adaptive_capacity": null,
                "vulnerability": null,
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                "severity": null,
                "risk": null,
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                "control": null
            },
            {
                "barangay": "Allangigan Primero",
                "facility": "Fire Station",
                "hazard": "liquefaction",
                "unit": "critical_facility",
                "susceptibility": "Least Susceptible",
                "exposure_percent": 100,
                "exposure_score": 4,
                "sensitivity_percent": null,
                "sensitivity_score": null,
                "adaptive_capacity": null,
                "vulnerability": null,
                "likelihood": null,
                "severity": null,
                "risk": null,
                "category": null,
                "control": null
            },
            {
                "barangay": "Allangigan Primero",
                "facility": "Central Elementary School",
                "hazard": "liquefaction",
                "unit": "critical_facility",
                "susceptibility": "Least Susceptible",
                "exposure_percent": 100,
                "exposure_score": 4,
                "sensitivity_percent": null,
                "sensitivity_score": null,
                "adaptive_capacity": null,
                "vulnerability": null,
                "likelihood": null,
                "severity": null,
                "risk": null,
                "category": null,
                "control": null
            },
            {
                "barangay": "Allangigan Segundo",
                "facility": "Public Market",
                "hazard": "liquefaction",
                "unit": "critical_facility",
                "susceptibility": "Least Susceptible",
                "exposure_percent": 100,
                "exposure_score": 4,
                "sensitivity_percent": null,
                "sensitivity_score": null,
                "adaptive_capacity": null,
                "vulnerability": null,
                "likelihood": null,
                "severity": null,
                "risk": null,
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                "control": null
            },
            {
                "barangay": "Allangigan Segundo",
                "facility": "Covered Court Evacuation Centre",
                "hazard": "liquefaction",
                "unit": "critical_facility",
                "susceptibility": "Least Susceptible",
                "exposure_percent": 100,
                "exposure_score": 4,
                "sensitivity_percent": null,
                "sensitivity_score": null,
                "adaptive_capacity": null,
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                "likelihood": null,
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                "risk": null,
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            },
            {
                "barangay": "Amguid",
                "facility": "District High School",
                "hazard": "liquefaction",
                "unit": "critical_facility",
                "susceptibility": null,
                "exposure_percent": 0,
                "exposure_score": 1,
                "sensitivity_percent": null,
                "sensitivity_score": null,
                "adaptive_capacity": null,
                "vulnerability": null,
                "likelihood": null,
                "severity": null,
                "risk": null,
                "category": null,
                "control": null
            },
            {
                "barangay": "Ayudante",
                "facility": "Barangay Health Station",
                "hazard": "liquefaction",
                "unit": "critical_facility",
                "susceptibility": "Moderately Susceptible",
                "exposure_percent": 100,
                "exposure_score": 4,
                "sensitivity_percent": null,
                "sensitivity_score": null,
                "adaptive_capacity": null,
                "vulnerability": null,
                "likelihood": null,
                "severity": null,
                "risk": null,
                "category": null,
                "control": null
            },
            {
                "barangay": "Bagani Camposanto",
                "facility": "Water Pumping Station",
                "hazard": "liquefaction",
                "unit": "critical_facility",
                "susceptibility": null,
                "exposure_percent": 0,
                "exposure_score": 1,
                "sensitivity_percent": null,
                "sensitivity_score": null,
                "adaptive_capacity": null,
                "vulnerability": null,
                "likelihood": null,
                "severity": null,
                "risk": null,
                "category": null,
                "control": null
            },
            {
                "barangay": "Allangigan Primero",
                "facility": "Police Station",
                "hazard": "rain_induced_landslide",
                "unit": "critical_facility",
                "susceptibility": null,
                "exposure_percent": 0,
                "exposure_score": 1,
                "sensitivity_percent": null,
                "sensitivity_score": null,
                "adaptive_capacity": null,
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            },
            {
                "barangay": "Allangigan Primero",
                "facility": "Municipal Health Centre",
                "hazard": "rain_induced_landslide",
                "unit": "critical_facility",
                "susceptibility": null,
                "exposure_percent": 0,
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            },
            {
                "barangay": "Allangigan Primero",
                "facility": "Fire Station",
                "hazard": "rain_induced_landslide",
                "unit": "critical_facility",
                "susceptibility": null,
                "exposure_percent": 0,
                "exposure_score": 1,
                "sensitivity_percent": null,
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            },
            {
                "barangay": "Allangigan Primero",
                "facility": "Central Elementary School",
                "hazard": "rain_induced_landslide",
                "unit": "critical_facility",
                "susceptibility": null,
                "exposure_percent": 0,
                "exposure_score": 1,
                "sensitivity_percent": null,
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            },
            {
                "barangay": "Allangigan Primero",
                "facility": "Municipal Hall",
                "hazard": "rain_induced_landslide",
                "unit": "critical_facility",
                "susceptibility": null,
                "exposure_percent": 0,
                "exposure_score": 1,
                "sensitivity_percent": null,
                "sensitivity_score": null,
                "adaptive_capacity": null,
                "vulnerability": null,
                "likelihood": null,
                "severity": null,
                "risk": null,
                "category": null,
                "control": null
            },
            {
                "barangay": "Allangigan Segundo",
                "facility": "Public Market",
                "hazard": "rain_induced_landslide",
                "unit": "critical_facility",
                "susceptibility": null,
                "exposure_percent": 0,
                "exposure_score": 1,
                "sensitivity_percent": null,
                "sensitivity_score": null,
                "adaptive_capacity": null,
                "vulnerability": null,
                "likelihood": null,
                "severity": null,
                "risk": null,
                "category": null,
                "control": null
            },
            {
                "barangay": "Allangigan Segundo",
                "facility": "Covered Court Evacuation Centre",
                "hazard": "rain_induced_landslide",
                "unit": "critical_facility",
                "susceptibility": null,
                "exposure_percent": 0,
                "exposure_score": 1,
                "sensitivity_percent": null,
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                "adaptive_capacity": null,
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                "likelihood": null,
                "severity": null,
                "risk": null,
                "category": null,
                "control": null
            },
            {
                "barangay": "Amguid",
                "facility": "District High School",
                "hazard": "rain_induced_landslide",
                "unit": "critical_facility",
                "susceptibility": "ML",
                "exposure_percent": 100,
                "exposure_score": 4,
                "sensitivity_percent": null,
                "sensitivity_score": null,
                "adaptive_capacity": null,
                "vulnerability": null,
                "likelihood": null,
                "severity": null,
                "risk": null,
                "category": null,
                "control": null
            },
            {
                "barangay": "Ayudante",
                "facility": "Barangay Health Station",
                "hazard": "rain_induced_landslide",
                "unit": "critical_facility",
                "susceptibility": null,
                "exposure_percent": 0,
                "exposure_score": 1,
                "sensitivity_percent": null,
                "sensitivity_score": null,
                "adaptive_capacity": null,
                "vulnerability": null,
                "likelihood": null,
                "severity": null,
                "risk": null,
                "category": null,
                "control": null
            },
            {
                "barangay": "Bagani Camposanto",
                "facility": "Water Pumping Station",
                "hazard": "rain_induced_landslide",
                "unit": "critical_facility",
                "susceptibility": "LL",
                "exposure_percent": 100,
                "exposure_score": 4,
                "sensitivity_percent": null,
                "sensitivity_score": null,
                "adaptive_capacity": null,
                "vulnerability": null,
                "likelihood": null,
                "severity": null,
                "risk": null,
                "category": null,
                "control": null
            }
        ],
        "blocked": [],
        "assumption": "Population and land-use exposure apply the barangay's susceptible AREA share to its population and its built-up area, because no source publishes where within a barangay people live. That is the standard simplification and the published CDRA makes it too, but it is an assumption rather than a measurement. Critical-facility exposure is the exception: those have coordinates, so it is a real point-in-polygon test.",
        "status": "scored",
        "scored": 204,
        "note": null,
        "ran_at": "2026-09-03 08:53:51"
    },
    "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": "City outline, barangay polygons, all area computations"
        },
        {
            "dataset": "Tsunami Hazard",
            "agency": "PHIVOLCS",
            "vintage": "DOST-PHIVOLCS",
            "endpoint": null,
            "retrieved": "2026-09-03 08:53:37",
            "status": "failed",
            "features": 0,
            "class_field": null,
            "used_for": "Susceptibility class share per barangay"
        },
        {
            "dataset": "Earthquake-induced Landslide",
            "agency": "PHIVOLCS",
            "vintage": "DOST-PHIVOLCS",
            "endpoint": null,
            "retrieved": "2026-09-03 08:53:26",
            "status": "failed",
            "features": 0,
            "class_field": null,
            "used_for": "Susceptibility class share per barangay"
        },
        {
            "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": "2026-09-03 08:53:25",
            "status": "ok",
            "features": 3,
            "class_field": "lccode",
            "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": "2026-09-03 08:53:23",
            "status": "ok",
            "features": 161,
            "class_field": "LndslideSusc",
            "used_for": "Susceptibility class share per barangay"
        },
        {
            "dataset": "Ground Shaking (Deterministic)",
            "agency": "PHIVOLCS",
            "vintage": "DOST-PHIVOLCS",
            "endpoint": null,
            "retrieved": "2026-09-03 08:53:23",
            "status": "failed",
            "features": 0,
            "class_field": null,
            "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": "2026-09-03 08:53:20",
            "status": "ok",
            "features": 144,
            "class_field": "FloodSusc",
            "used_for": "Susceptibility class share per barangay"
        }
    ],
    "gis": {
        "basemaps": {
            "osm": {
                "label": "OpenStreetMap",
                "url": "https://tile.openstreetmap.org/{z}/{x}/{y}.png",
                "attribution": "© OpenStreetMap contributors",
                "subdomains": "",
                "max_zoom": 19
            },
            "esri_gray": {
                "label": "Esri Light Gray (muted)",
                "url": "https://server.arcgisonline.com/ArcGIS/rest/services/Canvas/World_Light_Gray_Base/MapServer/tile/{z}/{y}/{x}",
                "attribution": "Tiles © Esri — Esri, DeLorme, NAVTEQ",
                "subdomains": "",
                "max_zoom": 16
            }
        },
        "services": [
            {
                "hazard_key": "flood",
                "label": "Flood Susceptibility",
                "agency": "DENR-MGB",
                "url": "https://controlmap.mgb.gov.ph/arcgis/services/GeospatialDataInventory/GDI_Detailed_Flood_Susceptibility/MapServer/WMSServer",
                "layers": "0",
                "version": "1.1.1",
                "attribution": "DENR-Mines and Geosciences Bureau"
            },
            {
                "hazard_key": "rain_induced_landslide",
                "label": "Rain-induced Landslide Susceptibility",
                "agency": "DENR-MGB",
                "url": "https://controlmap.mgb.gov.ph/arcgis/services/GeospatialDataInventory/GDI_Detailed_Rain_induced_Landslide_Susceptibility/MapServer/WMSServer",
                "layers": "0",
                "version": "1.1.1",
                "attribution": "DENR-Mines and Geosciences Bureau"
            },
            {
                "hazard_key": "ground_shaking",
                "label": "Ground Shaking (Deterministic)",
                "agency": "PHIVOLCS",
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                "version": "1.1.1",
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            },
            {
                "hazard_key": "liquefaction",
                "label": "Liquefaction Susceptibility",
                "agency": "PHIVOLCS",
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                "layers": "0",
                "version": "1.1.1",
                "attribution": "DOST-PHIVOLCS (as of July 2018)"
            },
            {
                "hazard_key": "earthquake_induced_landslide",
                "label": "Earthquake-induced Landslide",
                "agency": "PHIVOLCS",
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            },
            {
                "hazard_key": "ground_rupture",
                "label": "Active Faults and Trenches",
                "agency": "PHIVOLCS",
                "url": "https://gisweb.phivolcs.dost.gov.ph/arcgis/services/PHIVOLCSPublic/ActiveFault/MapServer/WMSServer",
                "layers": "0",
                "version": "1.1.1",
                "attribution": "DOST-PHIVOLCS"
            },
            {
                "hazard_key": "tsunami",
                "label": "Tsunami Hazard",
                "agency": "PHIVOLCS",
                "url": "https://gisweb.phivolcs.dost.gov.ph/arcgis/services/PHIVOLCSPublic/Tsunami/MapServer/WMSServer",
                "layers": "0",
                "version": "1.1.1",
                "attribution": "DOST-PHIVOLCS"
            }
        ],
        "max_zoom": 16,
        "resolution": "hires",
        "zoom_note": "Zoom is capped at the resolution of the published barangay boundaries. They come from a generalised national dataset, and drawing them at street level would claim a precision they do not have."
    },
    "sample": [
        "adaptive_capacity",
        "cbms",
        "costs",
        "facilities",
        "land_use"
    ],
    "gaps": [
        {
            "area": "Drought",
            "need": "A hazard source",
            "why": "No automated source is wired up for this hazard yet.",
            "blocks": "Everything for this hazard"
        },
        {
            "area": "Storm Surge",
            "need": "A hazard source",
            "why": "No automated source is wired up for this hazard yet.",
            "blocks": "Everything for this hazard"
        },
        {
            "area": "Sea Level Rise",
            "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": "Tsunami",
            "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": "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": 10,
        "hazards_computed": 3,
        "hazards_stale": 0,
        "datasets_missing": 12,
        "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."
    }
}