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The Global Risks Index

The Global Risks Index · GS-10 · Global sector series

Kota Global

Keterpaparan perkotaan, panas, banjir, permukiman informal, ketergantungan layanan, dan bobot ekonomi kota yang berisiko.

Page GRX-SER-GS-10Edition Baseline Edition 2026Evidence close 2026-09-30Subject Nexus ReportsNexus Reports GS-10 (planned)Values not yet publishedMethod v1.0.0-draft
FIG 1 · Series at a glance
Indeks domain

6

Climate physical hazard · Climate transition exposure · Multi-hazard exposure · Socio-economic vulnerability.

Indikator

193

5 index domains

Hazard families

32

Atmosphere and weather · Water systems · Solid Earth.

Metode

63

Exposure and asset intelligence · Critical infrastructure and industrial systems.

Counts from the indicator, hazard and model registries.
6
indeks ranah
193
indicators in scope
4
ranah bahaya
5
client groups

01Lingkup

Scope and questions

The subject is the one named by the Nexus Reports programme for this code.

  1. Which cities concentrate the most people and output at risk?
  2. Where do heat and flooding meet informal settlement?
  3. How dependent are cities on fragile services?
02Konstruksi

Domain indices to the series index

The series index is the expert-weighted geometric mean of its domain indices, with the intervals and class rule of the methodology.

computation

How the Global Cities index is built

Graph10 nodes
Grafik
01Indeks domain
02Series index
03Readings

100%
Indeks
  1. Bahaya fisik iklim

    Domain index · IDX · CLI
    0–10 index of physical climate hazard combining chronic change, observed extremes and projected change (projection sub-index taken at SSP2-4.5, 2041–2060 by default, with other scenarios as alternative runs).
  2. Keterpaparan transisi iklim

    Domain index · IDX · CLI
    0–10 index of an economy’s exposure to a low-carbon transition, combining transition exposure (fossil rents, fuel exports, subsidies) and emissions intensity (per capita and per unit of GDP).
  3. Keterpaparan multibahaya

    Domain index · IDX · HAZ
    INFORM-style 0–10 index of natural-hazard exposure: the geophysical, flood and coastal, storm and climatological sub-indices plus the multi-hazard population share, combined by a geometric mean of complements (10 minus each score) so that one severe hazard is not averaged away.
  4. Kerentanan sosial-ekonomi

    Domain index · IDX · SOC
    Weighted aggregation, on 0 to 10, of poverty and deprivation, inequality, human capital deficit, the social protection gap and gender inequality.
  5. Tekanan pengungsian

    Domain index · IDX · DEM
    Weighted aggregation of displacement outflow, refugee hosting pressure, age-structure pressure and unplanned urbanisation, on 0 to 10.
  6. Kerapuhan infrastruktur

    Domain index · IDX · INF
    Index of transport and digital connectivity deficits, utility fragility, energy supply unreliability and realised disruption impact on a 0–10 scale, higher meaning more fragile.
  7. Global Cities index

    Series index · SERIES · GS-10
    Keterpaparan perkotaan, panas, banjir, permukiman informal, ketergantungan layanan, dan bobot ekonomi kota yang berisiko.
  8. Country readings

    Output · OUTPUT · 195 profiles
    Published with intervals and classes when the edition is released.
  9. Regional readings

    Output · OUTPUT · 5 regions
    Published with intervals and classes when the edition is released.
  10. Global reading

    Output · OUTPUT · population or exposure weighted
    Published with intervals and classes when the edition is released.
Belum dijalankanSedang berjalanSelesai
FIG 2. Select a domain index to open its full construction; Simulate run plays the computation. Schematic of the construction; source: Indicator Standard composite definitions.
03Indeks

Domain indices in this series

The Global Risks Index · GS-10 · 195 profiles · 0–10 scale
Global Cities index, world
–
Nilai terbit bersama edisi; interval, kelas, dan perubahan muncul di sini.
Indeks Nilai Perubahan Perubahan % Interval 90% Kelas · probabilitas Tren Rentang
Bahaya fisik iklimNXS-GRX · CLI – – – – –
Keterpaparan transisi iklimNXS-GRX · CLI – – – – –
Keterpaparan multibahayaNXS-GRX · HAZ – – – – –
Kerentanan sosial-ekonomiNXS-GRX · SOC – – – – –
Tekanan pengungsianNXS-GRX · DEM – – – – –
Kerapuhan infrastrukturNXS-GRX · INF – – – – –

Domains read: Demography and mobility, Hazard and exposure, Infrastructure, Social and human development, Climate.

04Indikator

193 indicators in scope

Every indicator whose primary or secondary domain is in scope, with unit, levels and crosswalks to source code lists.

FIG 3 · Indicators in scope, by domain and sub-domain
HAZ · 53CLI · 31INF · 24DEM · 24SOC · 22
Area is the number of indicator definitions; colour is the pillar the domain feeds (Macroeconomy and Space feed through their indices). Select a block to filter the table. Source: Indicator Standard Nexus Indicator Standard register.
Indikator Domain Sub-domain Komponen Unit Tingkat Crosswalks
Tingkat pengangguranIND.MAC.labour.unemployment_rate MAC Labour market vulnerability % COUNTRY WB_WDI SL.UEM.TOTL.ZS SDG 8.5.2 ILO UNE_DEAP_SEX_AGE_RT
Perkiraan biaya fiskal tahunan akibat bencana, porsi terhadap PDBIND.FIS.contingent.disaster_fiscal_cost.gdp FIS Kewajiban kontinjensi vulnerability % COUNTRY
Utang rumah tangga, porsi terhadap PDBIND.FIN.depth.household_debt.gdp FIN Financial depth and inclusion vulnerability % COUNTRY IMF_FSI FSHG_PT
Kepemilikan rekening, orang dewasaIND.FIN.depth.account_ownership FIN Financial depth and inclusion kapasitas penanggulangan % COUNTRY WB_WDI FX.OWN.TOTL.ZS SDG 8.10.2
Kesenjangan perlindungan bencana alamIND.FIN.nbfi.nat_cat_protection_gap FIN Non-bank financial intermediation vulnerability % REGION, COUNTRY
Eksposur bank terhadap sektor padat karbonIND.FIN.climate_finance.carbon_intensive_exposure FIN Climate-related financial exposure keterpaparan % COUNTRY
Kredit bank yang terpapar risiko iklim fisik tinggiIND.FIN.climate_finance.physical_risk_lending FIN Climate-related financial exposure keterpaparan % COUNTRY
Remitansi perorangan yang diterima, porsi terhadap PDBIND.ECO.trade.remittances.gdp ECO Perdagangan keterpaparan % COUNTRY WB_WDI BX.TRF.PWKR.DT.GD.ZS SDG 17.3.2
Perdagangan laut yang terpapar titik sempit maritimIND.ECO.supply_chain.chokepoint_exposure ECO Supply-chain exposure keterpaparan % COUNTRY
Pemanasan permukaan sejak masa praindustriIND.CLI.physical_chronic.warming_since_preindustrial CLI Chronic physical change hazard K GLOBAL, REGION, COUNTRY, ADM1, GRID FAO_FAOSTAT ET
Perubahan curah hujan tahunanIND.CLI.physical_chronic.precipitation_change CLI Chronic physical change hazard % COUNTRY, ADM1, GRID
Laju kenaikan muka laut relatifIND.CLI.physical_chronic.relative_sea_level_trend CLI Chronic physical change hazard mm/a COUNTRY, ADM1, CITY, SITE UNDRR_HIPS_2025 EN0402
Hari terpanas dalam setahun (TXx)IND.CLI.physical_acute.txx CLI Acute climate extremes hazard Cel COUNTRY, ADM1, CITY, GRID
Porsi hari hangat (TX90p)IND.CLI.physical_acute.tx90p CLI Acute climate extremes hazard % COUNTRY, ADM1, GRID
Perubahan jumlah hari sangat panas (35 °C atau lebih)IND.CLI.physical_acute.hot_days_change CLI Acute climate extremes hazard d/a COUNTRY, ADM1, CITY, GRID
Durasi periode hangat (WSDI)IND.CLI.physical_acute.warm_spell_duration CLI Acute climate extremes hazard d/a COUNTRY, ADM1, GRID
Hari terbasah dalam setahun (Rx1day)IND.CLI.physical_acute.rx1day CLI Acute climate extremes hazard mm COUNTRY, ADM1, CITY, GRID
Lima hari terbasah dalam setahun (Rx5day)IND.CLI.physical_acute.rx5day CLI Acute climate extremes hazard mm COUNTRY, ADM1, GRID
Curah hujan dari hari sangat basah (R95pTOT)IND.CLI.physical_acute.very_wet_day_share CLI Acute climate extremes hazard % COUNTRY, ADM1, GRID
Periode kering terpanjang (CDD)IND.CLI.physical_acute.consecutive_dry_days CLI Acute climate extremes hazard d COUNTRY, ADM1, GRID
Assets vulnerable to climate-related physical risks, shareIND.CLI.physical_acute.physical_risk_vulnerable_assets.share CLI Acute climate extremes keterpaparan % SITE, PORTFOLIO IFRS_S2 29(c)
Proyeksi pemanasan sejak masa praindustriIND.CLI.projection.projected_warming CLI Scenario projections hazard K GLOBAL, REGION, COUNTRY, ADM1, GRID
Proyeksi perubahan suhu hari terpanasIND.CLI.projection.projected_txx_change CLI Scenario projections hazard K COUNTRY, ADM1, GRID
Proyeksi perubahan curah hujan lima hari terbasahIND.CLI.projection.projected_rx5day_change CLI Scenario projections hazard % COUNTRY, ADM1, GRID
Proyeksi kenaikan muka laut relatifIND.CLI.projection.projected_sea_level_rise CLI Scenario projections hazard m COUNTRY, ADM1, CITY, SITE
Penduduk di bawah tingkat banjir pesisir 100 tahunan di masa depan, porsiIND.CLI.projection.slr_coastal_population_exposed.share CLI Scenario projections keterpaparan % COUNTRY, ADM1, CITY WB_WDI EN.POP.EL5M.ZS
Total emisi gas rumah kaca tanpa LULUCFIND.CLI.emissions.ghg_total CLI Emissions keterpaparan Mt/a COUNTRY WB_WDI EN.GHG.ALL.MT.CE.AR5 SDG 13.2.2
Emisi gas rumah kaca per kapitaIND.CLI.emissions.ghg_per_capita CLI Emissions keterpaparan t/a/{person} COUNTRY WB_WDI EN.GHG.ALL.PC.CE.AR5 EPI GHP
Intensitas karbon PDBIND.CLI.emissions.carbon_intensity_gdp CLI Emissions keterpaparan kg/[USD] COUNTRY WB_WDI EN.GHG.CO2.RT.GDP.KD SDG 9.4.1
Financed emissions of a portfolioIND.CLI.emissions.financed_emissions CLI Emissions keterpaparan Mt/a PORTFOLIO IFRS_S2 29(a)(vi)
Rente bahan bakar fosil, porsi terhadap PDBIND.CLI.transition.fossil_fuel_rents.gdp CLI Transition exposure keterpaparan % COUNTRY WB_WDI NY.GDP.PETR.RT.ZS WB_WDI NY.GDP.NGAS.RT.ZS WB_WDI NY.GDP.COAL.RT.ZS
Ekspor bahan bakar, porsi terhadap ekspor barangIND.CLI.transition.fossil_fuel_exports.share CLI Transition exposure keterpaparan % COUNTRY WB_WDI TX.VAL.FUEL.ZS.UN
Subsidi eksplisit bahan bakar fosil, porsi terhadap PDBIND.CLI.transition.fossil_fuel_subsidies.gdp CLI Transition exposure keterpaparan % COUNTRY
Assets vulnerable to climate-related transition risks, shareIND.CLI.transition.transition_risk_vulnerable_assets.share CLI Transition exposure keterpaparan % PORTFOLIO IFRS_S2 29(b)
Target emisi seluruh perekonomian NDC 2030IND.CLI.transition.ndc_target_ambition CLI Transition exposure response % COUNTRY SDG 13.2.1
Rencana adaptasi nasional telah diserahkanIND.CLI.adaptation.nap_submitted CLI Adaptation readiness kapasitas adaptif {bool} COUNTRY SDG 13.2.1
Kesiapan ekonomi untuk investasi adaptasiIND.CLI.adaptation.economic_readiness CLI Adaptation readiness kapasitas adaptif {score} COUNTRY ND_GAIN economic
Kesiapan tata kelola untuk adaptasiIND.CLI.adaptation.governance_readiness CLI Adaptation readiness kapasitas adaptif {score} COUNTRY ND_GAIN governance
Kesiapan sosial untuk adaptasiIND.CLI.adaptation.social_readiness CLI Adaptation readiness kapasitas adaptif {score} COUNTRY ND_GAIN social
Pendanaan adaptasi internasional yang diterima per kapitaIND.CLI.adaptation.adaptation_finance_received.pc CLI Adaptation readiness kapasitas adaptif [USD] COUNTRY
Penduduk yang terpapar dua bahaya besar atau lebih, porsiIND.HAZ.multi.multi_hazard_exposure.share HAZ Multi-hazard keterpaparan % COUNTRY, ADM1, ADM2, CITY, GRID INFORM HA.NAT
Rata-rata kerugian tahunan multibahaya, porsi terhadap PDBIND.HAZ.multi.aal.gdp HAZ Multi-hazard impact % COUNTRY, ADM1, CITY, PORTFOLIO
Rata-rata kerugian tahunan multibahaya, porsi terhadap stok modal terbangunIND.HAZ.multi.aal.capital_stock HAZ Multi-hazard impact % COUNTRY, ADM1, CITY, PORTFOLIO
Kerugian maksimum yang mungkin pada periode ulang 250 tahun, porsi terhadap PDBIND.HAZ.multi.pml_rp250.gdp HAZ Multi-hazard impact % COUNTRY, ADM1, PORTFOLIO
Percepatan tanah puncak pada periode ulang 475 tahunIND.HAZ.seismic.pga_rp475 HAZ Seismic and volcanic hazard [g] COUNTRY, ADM1, CITY, GRID, SITE UNDRR_HIPS_2025 GH0101 INFORM HA.NAT.EQ
Penduduk yang terpapar guncangan gempa kuat, rata-rata tahunanIND.HAZ.seismic.eq_population_exposed HAZ Seismic and volcanic keterpaparan {persons} COUNTRY, ADM1, CITY, GRID INFORM EX_EQ_MMI8
Penduduk yang terpapar guncangan gempa kuat, porsi terhadap populasiIND.HAZ.seismic.eq_population_exposed.share HAZ Seismic and volcanic keterpaparan % COUNTRY, ADM1, CITY
Rata-rata kerugian tahunan akibat gempa bumi, porsi terhadap PDBIND.HAZ.seismic.eq_aal.gdp HAZ Seismic and volcanic impact % COUNTRY, ADM1, CITY, PORTFOLIO
Penduduk dalam radius 30 km dari gunung api HolosenIND.HAZ.seismic.volcano_population_30km HAZ Seismic and volcanic keterpaparan {persons} COUNTRY, ADM1, CITY UNDRR_HIPS_2025 GH0203
Probabilitas hujan abu vulkanik yang merusak dalam 100 tahunIND.HAZ.seismic.ash_fall_probability HAZ Seismic and volcanic hazard 1 COUNTRY, ADM1, CITY, GRID, SITE UNDRR_HIPS_2025 GH0202 EMDAT nat-geo-vol-ash
Muka air laut tenang ekstrem pada periode ulang 100 tahunIND.HAZ.coastal.extreme_sea_level_rp100 HAZ Coastal and sea level hazard m COUNTRY, ADM1, CITY, SITE UNDRR_HIPS_2025 MH0703 EMDAT nat-met-sto-sur
Penduduk di dataran banjir pesisir 100 tahunan, porsiIND.HAZ.coastal.coastal_flood_population_exposed.share HAZ Coastal and sea level keterpaparan % COUNTRY, ADM1, CITY INFORM EX_CFL UNDRR_HIPS_2025 MH0601
Penduduk di bawah ketinggian 5 m, porsiIND.HAZ.coastal.low_elevation_population.share HAZ Coastal and sea level keterpaparan % COUNTRY, ADM1, CITY WB_WDI EN.POP.EL5M.ZS
Tinggi genangan maksimum tsunami pada periode ulang 500 tahunIND.HAZ.coastal.tsunami_inundation_rp500 HAZ Coastal and sea level hazard m COUNTRY, ADM1, CITY, SITE UNDRR_HIPS_2025 MH0705 INFORM HA.NAT.TS
Penduduk yang terpapar tsunami, porsiIND.HAZ.coastal.tsunami_population_exposed.share HAZ Coastal and sea level keterpaparan % COUNTRY, ADM1, CITY INFORM EX_TS EMDAT nat-geo-ear-tsu
Fluvial flood depth at 100-year return periodIND.HAZ.flood.river_flood_depth_rp100 HAZ Flood hazard m ADM1, ADM2, CITY, GRID, SITE UNDRR_HIPS_2025 MH0604 EMDAT nat-hyd-flo-riv
Pluvial and flash flood depth at 100-year return periodIND.HAZ.flood.pluvial_flood_depth_rp100 HAZ Flood hazard m ADM1, ADM2, CITY, GRID, SITE UNDRR_HIPS_2025 MH0603 UNDRR_HIPS_2025 MH0606 EMDAT nat-hyd-flo-fla
Penduduk yang terpapar banjir sungai, rata-rata tahunanIND.HAZ.flood.flood_population_exposed HAZ Flood keterpaparan {persons} COUNTRY, ADM1, ADM2, CITY INFORM EX_FL INFORM HA.NAT.FL
Penduduk yang terpapar banjir sungai, porsi terhadap populasiIND.HAZ.flood.flood_population_exposed.share HAZ Flood keterpaparan % COUNTRY, ADM1, ADM2, CITY
Standar desain perlindungan banjirIND.HAZ.flood.flood_protection_standard HAZ Flood kapasitas penanggulangan a COUNTRY, ADM1, CITY, SITE
Rata-rata kerugian tahunan akibat banjir sungai, porsi terhadap PDBIND.HAZ.flood.flood_aal.gdp HAZ Flood impact % COUNTRY, ADM1, CITY, PORTFOLIO
Kecepatan angin siklon tropis pada periode ulang 100 tahunIND.HAZ.storm.tc_wind_rp100 HAZ Tropical and severe storms hazard m/s COUNTRY, ADM1, CITY, GRID, SITE UNDRR_HIPS_2025 MH0309 INFORM HA.NAT.TC
Probabilitas tahunan angin siklon kategori 1 atau lebih kuatIND.HAZ.storm.tc_cat1_probability HAZ Tropical and severe storms hazard 1 COUNTRY, ADM1, CITY, GRID, SITE
Penduduk yang terpapar angin siklon kategori 1, rata-rata tahunanIND.HAZ.storm.tc_population_exposed HAZ Tropical and severe storms keterpaparan {persons} COUNTRY, ADM1, CITY INFORM EX_TC_SS1
Penduduk yang terpapar angin siklon kategori 1, porsi terhadap populasiIND.HAZ.storm.tc_population_exposed.share HAZ Tropical and severe storms keterpaparan % COUNTRY, ADM1, CITY
Rata-rata kerugian tahunan akibat siklon tropis, porsi terhadap PDBIND.HAZ.storm.tc_aal.gdp HAZ Tropical and severe storms impact % COUNTRY, ADM1, PORTFOLIO
Hari hujan es besar per tahunIND.HAZ.storm.large_hail_days HAZ Tropical and severe storms hazard d/a COUNTRY, ADM1, GRID, SITE UNDRR_HIPS_2025 MH0404 EMDAT nat-met-sto-hai
Hari dengan kondisi badai petir hebatIND.HAZ.storm.severe_convective_days HAZ Tropical and severe storms hazard d/a COUNTRY, ADM1, GRID UNDRR_HIPS_2025 MH0103 EMDAT nat-met-sto-sev
Frekuensi kekeringan meteorologis parahIND.HAZ.drought.spei_drought_frequency HAZ Kekeringan hazard % COUNTRY, ADM1, GRID UNDRR_HIPS_2025 MH0401 INFORM HA.NAT.DR
Frekuensi cekaman kekeringan pertanianIND.HAZ.drought.agricultural_stress_frequency HAZ Kekeringan hazard % COUNTRY, ADM1, GRID INFORM ASI
Penduduk yang terdampak kekeringan, porsi rata-rata tahunanIND.HAZ.drought.drought_affected.share HAZ Kekeringan impact % COUNTRY INFORM AFF_DR EMDAT nat-cli-dro-dro
Hari panas lembap berbahaya per tahunIND.HAZ.heat.dangerous_heat_days HAZ Panas ekstrem hazard d/a COUNTRY, ADM1, CITY, GRID UNDRR_HIPS_2025 MH0501
Kejadian keterpaparan gelombang panas per orangIND.HAZ.heat.heatwave_person_days HAZ Panas ekstrem keterpaparan d/a COUNTRY, ADM1, CITY
Penduduk yang terpapar panas ekstrem, porsiIND.HAZ.heat.heat_population_exposed.share HAZ Panas ekstrem keterpaparan % COUNTRY, ADM1, CITY
Hari cuaca kebakaran ekstrem per tahunIND.HAZ.wildfire.extreme_fire_weather_days HAZ Kebakaran hutan dan lahan hazard d/a COUNTRY, ADM1, GRID
Area terbakar tahunan, porsi terhadap luas daratanIND.HAZ.wildfire.burned_area.share HAZ Kebakaran hutan dan lahan hazard % COUNTRY, ADM1, GRID UNDRR_HIPS_2025 EN0205 EMDAT nat-cli-wil-wil
Penduduk di zona peralihan hutan-perkotaan, porsiIND.HAZ.wildfire.wui_population.share HAZ Kebakaran hutan dan lahan keterpaparan % COUNTRY, ADM1, CITY
Penduduk di zona kerawanan longsor tinggi, porsiIND.HAZ.landslide.landslide_susceptible_population.share HAZ Landslide keterpaparan % COUNTRY, ADM1, ADM2, CITY, GRID UNDRR_HIPS_2025 GH0300
Kematian akibat tanah longsor per 100,000, rata-rata tahunanIND.HAZ.landslide.fatal_landslide_rate HAZ Landslide impact /10*5 COUNTRY, ADM1 EMDAT nat-hyd-mmw-lan
Penduduk di dekat lokasi industri berbahaya besar, porsiIND.HAZ.technological.major_hazard_site_population.share HAZ Teknologi keterpaparan % COUNTRY, ADM1, CITY UNDRR_HIPS_2025 TL0304 UNDRR_HIPS_2025 TL0309
Penduduk dalam radius 30 km dari reaktor nuklir yang beroperasiIND.HAZ.technological.nuclear_population_30km HAZ Teknologi keterpaparan {persons} COUNTRY, ADM1, CITY UNDRR_HIPS_2025 TL0208
Kematian akibat kecelakaan industri per 100,000, rata-rata tahunanIND.HAZ.technological.industrial_accident_deaths HAZ Teknologi impact /10*5 COUNTRY EMDAT tec-ind-ind-ind
Luas permukaan terbangunIND.HAZ.exposure.built_up_area HAZ Keterpaparan context km2 COUNTRY, ADM1, ADM2, CITY, GRID
Stok modal terbangunIND.HAZ.exposure.capital_stock HAZ Keterpaparan context [USD] COUNTRY, ADM1, PORTFOLIO
Area terbangun di zona bahaya tinggiIND.HAZ.exposure.built_up_exposed HAZ Keterpaparan keterpaparan km2 COUNTRY, ADM1, ADM2, CITY, GRID
Area terbangun di zona bahaya tinggi, porsiIND.HAZ.exposure.built_up_exposed.share HAZ Keterpaparan keterpaparan % COUNTRY, ADM1, ADM2, CITY
PDB yang dihasilkan di zona bahaya tinggi, porsiIND.HAZ.exposure.gdp_exposed.share HAZ Keterpaparan keterpaparan % COUNTRY, ADM1, CITY
Korban meninggal dan hilang akibat bencana per 100,000IND.HAZ.loss.deaths_missing_rate HAZ Losses and impacts impact /10*5 COUNTRY, ADM1 SENDAI A-1 SDG 1.5.1
Penduduk yang terdampak langsung oleh bencana per 100,000IND.HAZ.loss.directly_affected_rate HAZ Losses and impacts impact /10*5 COUNTRY, ADM1 SENDAI B-1 SDG 1.5.1
Kerugian ekonomi langsung akibat bencana, porsi terhadap PDBIND.HAZ.loss.direct_economic_loss.gdp HAZ Losses and impacts impact % COUNTRY, ADM1 SENDAI C-1 SDG 1.5.2
Kematian akibat bencana tercatat per 100,000, rata-rata 30 tahunIND.HAZ.loss.recorded_disaster_deaths HAZ Losses and impacts impact /10*5 COUNTRY, ADM1 EMDAT Total Deaths
Penduduk terdampak bencana tercatat per 100,000, rata-rata 30 tahunIND.HAZ.loss.recorded_disaster_affected HAZ Losses and impacts impact /10*5 COUNTRY, ADM1 EMDAT Total Affected
Kerusakan akibat bencana tercatat, porsi terhadap PDB, rata-rata 30 tahunIND.HAZ.loss.recorded_disaster_damage.gdp HAZ Losses and impacts impact % COUNTRY EMDAT Total Damage, Adjusted ('000 US$)
Laju kehilangan tutupan pohon tahunanIND.ENV.land.tree_cover_loss.share ENV Land and forests hazard % COUNTRY, ADM1, ADM2, GRID EPI TCL
Kepadatan jalanIND.ENV.land.road_density ENV Land and forests hazard km/km2 COUNTRY, ADM1, ADM2, CITY, GRID
Hari gelombang panas laut per tahunIND.ENV.ocean.marine_heatwave_days ENV Ocean hazard d/a COUNTRY, REGION, GRID UNDRR_HIPS_2025 MH0708
Sampah padat perkotaan yang dikelola di fasilitas terkendaliIND.ENV.pollution.msw_controlled_management.share ENV Pollution and waste kapasitas penanggulangan % COUNTRY, CITY SDG 11.6.1 EPI MSW
Aliran air limbah yang diolah secara amanIND.WAT.quality.wastewater_safely_treated.share WAT Water quality kapasitas penanggulangan % COUNTRY, CITY SDG 6.3.1 EPI WWT
PDB dalam kegiatan yang bergantung pada GNSS, porsiIND.SPC.dependence.gnss_dependent_gdp.share SPC Space-service dependence keterpaparan % COUNTRY, PORTFOLIO UNDRR_HIPS_2025 ET0102
Layanan kritis yang bergantung pada satelit tanpa cadangan, porsiIND.SPC.dependence.satellite_service_exposure.share SPC Space-service dependence vulnerability % COUNTRY
Jaringan tegangan tinggi di zona bahaya geolistrik tinggi, porsiIND.SPC.dependence.grid_gic_exposure.share SPC Space-service dependence keterpaparan % COUNTRY, ADM1
Insidensi malariaIND.HLT.burden.malaria_incidence HLT Disease burden and mortality hazard /10*3 COUNTRY WB_WDI SH.MLR.INCD.P3 SDG 3.3.3 WHO_GHO SDGMALARIA
Penduduk dengan belanja kesehatan pribadi yang katastrofikIND.HLT.system.catastrophic_oop HLT Health system capacity vulnerability % COUNTRY SDG 3.8.2 WB_WDI SH.UHC.OOPC.10.ZS
Waktu tempuh ke fasilitas kesehatan terdekatIND.HLT.system.health_facility_travel_time HLT Health system capacity vulnerability min COUNTRY, ADM1, ADM2, CITY, GRID
Biaya pola makan sehatIND.FOO.access.healthy_diet_cost FOO Access and affordability vulnerability [USD] COUNTRY WB_WDI CoHD_PPP
Penduduk yang tidak mampu membeli pola makan sehatIND.FOO.access.healthy_diet_unaffordable FOO Access and affordability vulnerability % COUNTRY WB_WDI CoHD_headcount
Nilai tambah pertanian, kehutanan, dan perikanan, porsi terhadap PDBIND.FOO.agriculture.agri_value_added.gdp FOO Agricultural production and dependence vulnerability % COUNTRY WB_WDI NV.AGR.TOTL.ZS
Tenaga kerja di sektor pertanian, porsi terhadap total tenaga kerjaIND.FOO.agriculture.agri_employment_share FOO Agricultural production and dependence vulnerability % COUNTRY WB_WDI SL.AGR.EMPL.ZS
Variabilitas hasil panen serealia (15 tahun)IND.FOO.agriculture.cereal_yield_variability FOO Agricultural production and dependence vulnerability % COUNTRY
Indeks Kesehatan Vegetasi di lahan pertanianIND.FOO.agriculture.vegetation_health_index FOO Agricultural production and dependence hazard {score} COUNTRY, ADM1, ADM2, GRID
Jumlah penduduk miskin ekstrem, USD 3.00 per hari (PPP 2021)IND.SOC.poverty.extreme_poverty.usd300 SOC Poverty vulnerability % COUNTRY WB_WDI SI.POV.DDAY SDG 1.1.1
Jumlah penduduk miskin, USD 4.20 per hari (PPP 2021)IND.SOC.poverty.poverty.usd420 SOC Poverty vulnerability % COUNTRY WB_WDI SI.POV.LMIC
Jumlah penduduk miskin, USD 8.30 per hari (PPP 2021)IND.SOC.poverty.poverty.usd830 SOC Poverty vulnerability % COUNTRY WB_WDI SI.POV.UMIC
Jumlah penduduk miskin menurut garis kemiskinan nasionalIND.SOC.poverty.national_poverty SOC Poverty vulnerability % COUNTRY, ADM1 WB_WDI SI.POV.NAHC SDG 1.2.1
Jumlah penduduk miskin multidimensi (MPI global)IND.SOC.poverty.multidimensional_poverty SOC Poverty vulnerability % COUNTRY, ADM1 SDG 1.2.2 WB_WDI SI.POV.MPWB
Indeks GiniIND.SOC.inequality.gini SOC Inequality vulnerability {score} COUNTRY WB_WDI SI.POV.GINI
Porsi pendapatan atau konsumsi 40 persen terbawahIND.SOC.inequality.bottom40_income_share SOC Inequality vulnerability % COUNTRY WB_WDI SI.DST.FRST.20
Pertumbuhan konsumsi atau pendapatan 40 persen terbawahIND.SOC.inequality.bottom40_growth SOC Inequality kapasitas adaptif % COUNTRY WB_WDI SI.SPR.PC40.ZG SDG 10.1.1
Kehilangan pembangunan manusia akibat ketimpanganIND.SOC.inequality.human_development_loss SOC Inequality vulnerability % COUNTRY HDR loss
Rata-rata lama sekolahIND.SOC.education.mean_years_schooling SOC Pendidikan kapasitas adaptif a COUNTRY HDR mys
Harapan lama sekolahIND.SOC.education.expected_years_schooling SOC Pendidikan kapasitas adaptif a COUNTRY HDR eys
Kemiskinan pembelajaranIND.SOC.education.learning_poverty SOC Pendidikan vulnerability % COUNTRY WB_WDI SE.LPV.PRIM SDG 4.1.1
Angka melek huruf orang dewasaIND.SOC.education.adult_literacy SOC Pendidikan kapasitas adaptif % COUNTRY WB_WDI SE.ADT.LITR.ZS SDG 4.6.1
Indeks Ketimpangan Gender (UNDP)IND.SOC.gender.gender_inequality_index SOC Gender vulnerability {score} COUNTRY HDR gii
Tingkat partisipasi angkatan kerja perempuanIND.SOC.gender.female_labour_participation SOC Gender kapasitas adaptif % COUNTRY WB_WDI SL.TLF.CACT.FE.ZS
Kursi yang diduduki perempuan di parlemen nasionalIND.SOC.gender.women_in_parliament SOC Gender kapasitas adaptif % COUNTRY WB_WDI SG.GEN.PARL.ZS SDG 5.5.1
Penduduk yang tercakup setidaknya satu manfaat perlindungan sosialIND.SOC.protection.social_protection_coverage SOC Perlindungan sosial kapasitas penanggulangan % COUNTRY SDG 1.3.1 ILO SDG_0131_SEX_SOC_RT WB_WDI per_allsp.cov_pop_tot
Pemuda yang tidak bekerja, tidak bersekolah, atau tidak mengikuti pelatihanIND.SOC.protection.youth_neet SOC Perlindungan sosial vulnerability % COUNTRY WB_WDI SL.UEM.NEET.ZS SDG 8.6.1 ILO SDG_0861_SEX_RT
Pekerjaan informal, porsi terhadap total pekerjaanIND.SOC.protection.informal_employment SOC Perlindungan sosial vulnerability % COUNTRY SDG 8.3.1 ILO SDG_0831_SEX_ECO_RT WB_WDI SL.ISV.IFRM.ZS
Anak usia 5 hingga 17 tahun yang menjadi pekerja anakIND.SOC.protection.child_labour SOC Perlindungan sosial vulnerability % COUNTRY SDG 8.7.1 ILO SDG_B871_SEX_AGE_RT WB_WDI SL.TLF.0714.ZS
Indeks Pembangunan Manusia (UNDP)IND.SOC.development.hdi SOC Pembangunan manusia kapasitas adaptif {score} COUNTRY HDR hdi
Indeks Pembangunan Manusia yang disesuaikan dengan ketimpangan (UNDP)IND.SOC.development.ihdi SOC Pembangunan manusia kapasitas adaptif {score} COUNTRY HDR ihdi
Total pendudukIND.DEM.population.total DEM Penduduk context {persons} COUNTRY, ADM1, ADM2, GRID WB_WDI SP.POP.TOTL UN_WPP TPopulation1July
Kepadatan pendudukIND.DEM.population.density DEM Penduduk context {persons}/km2 COUNTRY, ADM1, ADM2, GRID WB_WDI EN.POP.DNST UN_WPP PopDensity
Pertumbuhan pendudukIND.DEM.population.growth DEM Penduduk vulnerability % COUNTRY WB_WDI SP.POP.GROW UN_WPP PopGrowthRate
Angka fertilitas totalIND.DEM.population.fertility_rate DEM Penduduk context {births}/{woman} COUNTRY WB_WDI SP.DYN.TFRT.IN UN_WPP TFR
Rasio ketergantungan usiaIND.DEM.structure.age_dependency DEM Age structure vulnerability % COUNTRY WB_WDI SP.POP.DPND
Penduduk usia 65 tahun ke atas, porsi terhadap totalIND.DEM.structure.share_65plus DEM Age structure vulnerability % COUNTRY WB_WDI SP.POP.65UP.TO.ZS
Penduduk usia di bawah 15 tahun, porsi terhadap totalIND.DEM.structure.share_under15 DEM Age structure vulnerability % COUNTRY WB_WDI SP.POP.0014.TO.ZS
Penduduk perkotaan, porsi terhadap totalIND.DEM.urbanisation.urban_share DEM Urbanisation context % COUNTRY WB_WDI SP.URB.TOTL.IN.ZS
Pertumbuhan penduduk perkotaanIND.DEM.urbanisation.urban_growth DEM Urbanisation vulnerability % COUNTRY WB_WDI SP.URB.GROW
Penduduk perkotaan yang tinggal di permukiman kumuhIND.DEM.urbanisation.slum_share DEM Urbanisation vulnerability % COUNTRY WB_WDI EN.POP.SLUM.UR.ZS SDG 11.1.1
Pengungsi menurut negara asalIND.DEM.displacement.refugees_origin DEM Forced displacement impact {persons} COUNTRY UNHCR REF WB_WDI SM.POP.REFG.OR
Pengungsi menurut negara asal, per 100,000 pendudukIND.DEM.displacement.refugees_origin.p100k DEM Forced displacement impact /10*5 COUNTRY SDG 10.7.4
Pengungsi yang ditampung (negara suaka)IND.DEM.displacement.refugees_hosted DEM Forced displacement keterpaparan {persons} COUNTRY UNHCR REF WB_WDI SM.POP.REFG
Pengungsi yang ditampung, per 100,000 pendudukIND.DEM.displacement.refugees_hosted.p100k DEM Forced displacement keterpaparan /10*5 COUNTRY
Pencari suaka yang ditampung, per 100,000 pendudukIND.DEM.displacement.asylum_seekers_hosted.p100k DEM Forced displacement keterpaparan /10*5 COUNTRY UNHCR ASY
Pengungsi internal, konflik dan kekerasan (stok)IND.DEM.displacement.idp_conflict DEM Forced displacement impact {persons} COUNTRY, ADM1 IDMC conflict_total_displacement WB_WDI VC.IDP.TOCV UNHCR IDP
Pengungsi internal, bencana (stok)IND.DEM.displacement.idp_disaster DEM Forced displacement impact {persons} COUNTRY, ADM1 IDMC disaster_total_displacement
Pengungsi internal, per 100,000 pendudukIND.DEM.displacement.idp_total.p100k DEM Forced displacement impact /10*5 COUNTRY
Pengungsian internal baru, konflik dan kekerasanIND.DEM.displacement.new_displacement_conflict DEM Forced displacement impact 1 COUNTRY, ADM1 IDMC conflict_new_displacement WB_WDI VC.IDP.NWCV
Pengungsian internal baru, bencanaIND.DEM.displacement.new_displacement_disaster DEM Forced displacement impact 1 COUNTRY, ADM1 IDMC disaster_new_displacement WB_WDI VC.IDP.NWDS
Pengungsian internal baru, per 100,000 pendudukIND.DEM.displacement.new_displacement.p100k DEM Forced displacement impact /10*5 COUNTRY
Migrasi netoIND.DEM.migration.net_migration DEM Migrasi context {persons} COUNTRY WB_WDI SM.POP.NETM UN_WPP NetMigrations
Angka migrasi netoIND.DEM.migration.net_migration_rate DEM Migrasi context /10*3 COUNTRY UN_WPP CNMR
Stok migran internasional, porsi terhadap populasiIND.DEM.migration.migrant_stock_share DEM Migrasi context % COUNTRY WB_WDI SM.POP.TOTL.ZS
Kelengkapan pencatatan kelahiranIND.GOV.statistics.birth_registration GOV Statistical capacity kapasitas penanggulangan % COUNTRY WB_WDI SP.REG.BRTH.ZS SDG 16.9.1
Tahun sejak sensus penduduk terakhirIND.GOV.statistics.years_since_census GOV Statistical capacity vulnerability a COUNTRY SDG 17.19.2
Porsi energi terbarukan dalam total konsumsi energi finalIND.ENE.mix.renewable_share_tfec ENE Energy mix kapasitas adaptif % COUNTRY SDG 7.2.1 WB_WDI EG.FEC.RNEW.ZS
Intensitas energi primer PDBIND.ENE.mix.energy_intensity ENE Energy mix vulnerability MJ/[USD] COUNTRY SDG 7.3.1 WB_WDI EG.EGY.PRIM.PP.KD
Porsi fosil dalam pembangkitan listrikIND.ENE.mix.fossil_electricity_share ENE Energy mix vulnerability % COUNTRY WB_WDI EG.ELC.FOSL.ZS
Kapasitas pembangkit terbarukan terpasang per kapitaIND.ENE.mix.renewable_capacity.pc ENE Energy mix kapasitas adaptif W/{person} COUNTRY SDG 7.b.1
Pemadaman listrik yang dialami perusahaan dalam sebulan biasaIND.ENE.reliability.firm_power_outages ENE Reliability vulnerability /mo COUNTRY WB_WDI IC.ELC.OUTG
Durasi rata-rata gangguan sistem (SAIDI)IND.ENE.reliability.saidi ENE Reliability vulnerability h/a COUNTRY, ADM1, CITY ISO_37120 ISO 37120:2018
Frekuensi rata-rata gangguan sistem (SAIFI)IND.ENE.reliability.saifi ENE Reliability vulnerability /a COUNTRY, ADM1, CITY ISO_37120 ISO 37120:2018
Derajat hari pemanasan dan pendinginanIND.ENE.reliability.thermal_demand_degree_days ENE Reliability hazard K.d/a COUNTRY, ADM1, CITY, GRID
Penduduk perdesaan dalam jarak 2 km dari jalan segala musimIND.INF.transport.rural_road_access INF Transportasi kapasitas penanggulangan % COUNTRY, ADM1 SDG 9.1.1
Kinerja logistikIND.INF.transport.logistics_performance INF Transportasi kapasitas penanggulangan {score} COUNTRY WB_WDI LP.LPI.OVRL.XQ
Konektivitas pelayaran reguler relatif terhadap batas terbaikIND.INF.transport.liner_shipping_connectivity INF Transportasi kapasitas penanggulangan % COUNTRY WB_WDI IS.SHP.GCNW.XQ
Penumpang udara yang diangkut per kapitaIND.INF.transport.air_passengers.pc INF Transportasi kapasitas penanggulangan {passengers}/a/{person} COUNTRY WB_WDI IS.AIR.PSGR
Penduduk perkotaan dengan akses mudah ke transportasi umumIND.INF.transport.public_transport_access INF Transportasi kapasitas penanggulangan % CITY, ADM1, COUNTRY SDG 11.2.1 ISO_37120 ISO 37120:2018
Jaringan jalan dan rel di zona bahaya tinggi, porsiIND.INF.transport.network_exposed.share INF Transportasi keterpaparan % COUNTRY, ADM1, ADM2, CITY, GRID
Individu yang menggunakan internetIND.INF.digital.internet_users INF Digital connectivity kapasitas penanggulangan % COUNTRY, ADM1, CITY SDG 17.8.1 WB_WDI IT.NET.USER.ZS
Penduduk yang tercakup jaringan seluler, menurut teknologiIND.INF.digital.mobile_network_coverage INF Digital connectivity kapasitas penanggulangan % COUNTRY, ADM1 SDG 9.c.1
Langganan pita lebar tetap per 100 pendudukIND.INF.digital.fixed_broadband INF Digital connectivity kapasitas penanggulangan /10*2 COUNTRY, ADM1 SDG 17.6.1 WB_WDI IT.NET.BBND.P2
Redundansi rute konektivitas internasionalIND.INF.digital.international_connectivity_redundancy INF Digital connectivity kapasitas penanggulangan 1 COUNTRY
Jam gangguan internet berskala nasionalIND.INF.digital.internet_disruption_hours INF Digital connectivity impact h/a COUNTRY
Ketahanan jaringan listrikIND.INF.utilities.power_grid_resilience INF Utilities kapasitas penanggulangan {score} COUNTRY, ADM1, CITY ISO_37123 ISO 37123:2019
Ketahanan jaringan pasokan airIND.INF.utilities.water_network_resilience INF Utilities kapasitas penanggulangan {score} COUNTRY, ADM1, CITY ISO_37123 ISO 37123:2019
Fasilitas kritis dengan daya cadangan 72 jamIND.INF.utilities.critical_facility_backup_power INF Utilities kapasitas penanggulangan % COUNTRY, ADM1, CITY ISO_37123 ISO 37123:2019
Aset pasokan air di zona bahaya tinggi, porsiIND.INF.utilities.water_assets_exposed.share INF Utilities keterpaparan % COUNTRY, ADM1, ADM2, CITY, GRID
Aset pembangkit dan jaringan listrik di zona bahaya tinggi, porsiIND.INF.utilities.power_assets_exposed.share INF Utilities keterpaparan % COUNTRY, ADM1, ADM2, CITY, GRID
Fasilitas vital di zona bahaya tinggi, porsiIND.INF.utilities.lifeline_facilities_exposed.share INF Utilities keterpaparan % COUNTRY, ADM1, ADM2, CITY, GRID
Kesenjangan investasi infrastruktur, porsi terhadap PDBIND.INF.utilities.infrastructure_investment_gap.gdp INF Utilities vulnerability % COUNTRY
City electricity interruption hours per customerIND.INF.urban.power_interruption_hours INF Urban systems vulnerability h/a CITY ISO_37120 ISO 37120:2018
Unit infrastruktur kritis yang rusak atau hancur akibat bencanaIND.INF.disruption.critical_infrastructure_damage INF Service disruption impact 1 COUNTRY, ADM1 SENDAI D-1 SDG 11.5.2
Fasilitas kesehatan yang rusak atau hancur akibat bencanaIND.INF.disruption.health_facilities_damaged INF Service disruption impact 1 COUNTRY, ADM1 SENDAI D-2
Fasilitas pendidikan yang rusak atau hancur akibat bencanaIND.INF.disruption.education_facilities_damaged INF Service disruption impact 1 COUNTRY, ADM1 SENDAI D-3
Gangguan layanan dasar yang disebabkan bencanaIND.INF.disruption.basic_service_disruptions INF Service disruption impact 1 COUNTRY, ADM1 SENDAI D-5
Kerugian ekonomi langsung pada infrastruktur kritis, porsi terhadap PDBIND.INF.disruption.critical_infrastructure_loss.gdp INF Service disruption impact % COUNTRY, ADM1 SENDAI C-5
Insiden siber yang mengganggu layanan kritisIND.CYB.incidents.critical_sector_incidents CYB Incidents impact 1 COUNTRY
Penduduk dalam jangkauan 15 menit dari layanan daruratIND.CRS.response.emergency_service_access CRS Response capacity kapasitas penanggulangan % COUNTRY, ADM1, CITY ISO_37120 ISO 37120:2018
Kesiapan perlindungan sosial adaptif guncanganIND.CRS.response.shock_responsive_social_protection CRS Response capacity kapasitas penanggulangan {score} COUNTRY
05Bahaya

Hazard families this series reads

families, each crosswalked to the UNDRR–ISC Hazard Information Profiles (2025) where a profile exists.

FIG 4 · Hazard families this series reads
AtmosphereAirSolidStandar bahaya252HAZARDS
4 hazard domains (inner ring) and 32 families (outer ring), sized by hazard count. Select a segment to filter the table below. Source: Hazard Standard Nexus Hazard Standard.
Keluarga Domain Bahaya Jumlah
Convective storms Atmosfer dan cuaca Thunderstorm, Lightning strike, Downburst, Tornado, Waterspout, Hail, Squall, Derecho … 11
Cyclonic storm systems Atmosfer dan cuaca Tropical cyclone, Subtropical cyclone, Extratropical cyclone, Low-pressure system, Mediterranean tropical-like cyclone, Polar low, Rapid cyclone intensification, Explosive cyclogenesis 8
Damaging wind Atmosfer dan cuaca Windstorm, Gale, Downslope windstorm, Clear-air turbulence 4
Precipitation extremes Atmosfer dan cuaca Intense rainfall, Heavy snowfall, Snowstorm, Blizzard, Lake-effect snow band, Freezing rain, Structural icing 7
Thermal extremes Atmosfer dan cuaca Heatwave, Humid heat stress, Cold wave, Livestock winter disaster, Hard freeze, Frost, Rapid thaw, Extreme night-time heat … 9
Airborne particles and low visibility Atmosfer dan cuaca Fog, Dust storm, Dust haze, Haze, Smoke plume, Airborne allergen surge 6
Large-scale circulation anomalies Atmosfer dan cuaca Atmospheric river, Atmospheric blocking, Tropical Pacific climate swing, Monsoon failure, Polar vortex disruption, Indian Ocean dipole event, North Atlantic pressure-seesaw extreme 7
Surface radiation extremes Atmosfer dan cuaca Extreme ultraviolet exposure, Stratospheric ozone loss episode 2
Freshwater inundation Sistem air River flood, Flash flood, Surface-water flood, Groundwater flood, Snowmelt flood, Ice-jam flood, Reservoir release flood, Natural-dam outburst flood … 9
Water deficit Sistem air Meteorological drought, Agricultural drought, Hydrological drought, Groundwater depletion, Flash drought, Water supply shortfall, Megadrought, Lake and inland sea desiccation … 9
Coastal and sea-level hazards Sistem air Storm surge, Storm tide, Coastal flood, Estuary flood, High-tide flooding, Tsunami, Seiche, Rogue wave … 13
Ocean-state extremes Sistem air Marine heatwave, Ocean acidification, Marine oxygen depletion, Upper-ocean stratification increase, Marine cold spell, Lake and river heatwave 6
Water-quality degradation Sistem air Eutrophication, Harmful algal bloom, Freshwater salinisation, Sargassum seaweed influx 4
Fault shaking and rupture Bumi padat Earthquake, Induced earthquake, Aftershock sequence, Fault surface rupture, Soil liquefaction, Ground fissure, Earthquake swarm 7
Eruption products and unrest Bumi padat Volcanic unrest, Lava flow, Volcanic ash fall, Volcanic ash cloud, Volcanic ballistic projectiles, Pyroclastic flow, Lahar, Volcanic gas and aerosol emission … 12
Slope failure and mass movement Bumi padat Rockfall, Topple, Slope slide, Lateral spread, Debris flow, Earthflow and mudflow, Rock avalanche, Submarine landslide … 9
Ground deformation and subsidence Bumi padat Land subsidence, Crustal uplift, Sinkhole, Shrink-swell soil movement, Soft-soil settlement, Ground gas seepage, Mining-induced subsidence 7
Erosion and sediment movement Bumi padat Soil erosion, River bank erosion, Coastal erosion, Dune encroachment, Reservoir and channel siltation, River avulsion, Delta sediment starvation 7
Seabed and deep-sea hazards Bumi padat Turbidity current, Submarine volcanic eruption, Seabed gas escape, Pumice raft, Deep-sea mining disturbance 5
Structural and civil failure Sistem terbangun Building collapse, Facade and cladding failure, Non-building structure failure, Bridge failure, Tunnel failure, Dam failure, Levee breach, Pipeline rupture 8
Utility and communication network outage Sistem terbangun Widespread power outage, Water supply failure, Sewer and drain failure, Gas supply network failure, Telecommunications outage, Emergency communications failure 6
Transport accidents Sistem terbangun Air transport accident, Maritime accident, Inland waterway accident, Rail accident, Road crash 5
Industrial and process accidents Sistem terbangun Industrial explosion, Reactive chemical store explosion, Industrial fire, Building and urban fire, Explosives accident, Mine accident, Oil and gas extraction accident, Battery thermal runaway fire … 15
Energy system instability and shortfall Sistem terbangun Low-inertia grid instability, System frequency collapse, Voltage collapse, Mass inverter disconnection, Grid power oscillation, Generation adequacy shortfall, Low wind and solar energy drought, Drought-driven hydropower shortfall … 22
Water and wastewater system failure Sistem terbangun Wastewater treatment plant failure, Distribution network contamination intrusion, Water treatment dosing error, Prolonged drinking-water advisory, Desalination plant outage, Raw-water intake loss, Chronic distribution leakage, Intermittent piped supply … 9
Telecom and data-centre failure Sistem terbangun Data-centre outage, Data-centre fire, Mobile or fixed core network failure, Terrestrial fibre backbone cut, Internet exchange or landing hub failure, Time and synchronisation failure, Telecom backup power exhaustion, Broadcast transmission loss 8
Space-based service loss Sistem terbangun Navigation satellite system fault, Satellite communications outage, Weather and Earth-observation satellite gap, Satellite ground segment failure 4
Seabed infrastructure damage Sistem terbangun Subsea pipeline damage, Subsea power cable damage, Covert seabed infrastructure sabotage 3
Transport network disruption Sistem terbangun Air traffic management failure, Large-scale airspace closure, Rail network outage, Heat-induced track buckling, Strategic road network closure, Low-water navigation restriction, Navigation lock or canal structure failure, Dangerous goods transport accident … 12
Food system infrastructure failure Sistem terbangun Food storage loss, Irrigation system failure, Food processing bottleneck, Strategic food reserve depletion, Loss of energy for food production 5
Urban and building-stock stress Sistem terbangun Building overheating, Seismically and structurally vulnerable stock, Defective building material in use, Construction and temporary works collapse, Tunnelling and excavation ground damage, High-rise evacuation failure 6
Ageing and degraded infrastructure Sistem terbangun Infrastructure deterioration, Deferred maintenance backlog, Reinforced concrete deterioration, Metal fatigue cracking, Ageing dam and reservoir stock, Legacy technology obsolescence, Infrastructure skills shortage 7
06Ekor

The severe end of the distribution

FIG 5 · Explorer: exceedance, return-period loss and the protection gap
Frequency and severity
1.2
20
1.4
One risk-transfer layer
60
240
–
berjalan di peramban Anda

Explorer: 20,000 simulated years from your frequency and severity settings; the exceedance curve, average annual loss, 1-in-100 and 1-in-250 annual losses, expected shortfall, and how one layer splits loss into retained, transferred and gap. Units are yours; nothing here is a modelled loss for any place.
07Metode

Method libraries

Each method has a reference implementation or declares the specialist model, data or adapter it still needs; none is promoted beyond its evidence.

18 methods

Intelijen keterpaparan dan aset

Asset Exposure Aggregation · Physical Asset Inventory · Building Inventory · Population Exposure · Economic Exposure · Replacement Cost · Business Interruption Exposure …

27 methods

Infrastruktur kritis dan sistem industri

Asset Reliability · Process Safety · HAZOP · FMEA FMECA · Industrial Fault Tree · Industrial Event Tree · LOPA …

18 methods

Konsekuensi dan kerugian

Direct Physical Loss · Indirect Economic Loss · Downtime · Service Continuity · Casualty · Displacement · Business Interruption …

08Users

Who uses it

Governments and national risk agencies

Prioritise prevention and preparedness. Plan with subnational layers. Track Sendai targets. Co-develop a national index.

Banks, asset managers and sovereign investors

Read sovereign and systemic context. Run climate pathway packs. Build portfolio postures.

Insurers, reinsurers and risk pools

Read hazard, exposure and protection-gap context. Run scenario and tail analytics. Study parametric index design questions.

Companies and supply chains

Screen sites and suppliers. Watch chokepoints and pulse. Read country context.

Citizens and communities

Read the risk context of a place. Understand what the numbers mean and do not mean.

09Laporan

Edisi Nexus Reports

Edition code
GS-10
Edition status
direncanakan
Subjek
Named by Nexus Reports

Edisi Nexus Reports

10Kutip

Kutip dan gunakan kembali

GCRI Canada (2026). The Global Risks Index (NXS-GRX (canonical data, provenance and risk)): Global Cities series (GRX-SER-GS-10), Baseline Edition 2026. Preparatory working draft. https://risksindex.com/series/gs-10/ UNI NXS-GRX-AR-000068.
Series key
grix:SER.GS-10:{ISO3}:{YEAR}:A
Domain keys
nis:IDX.CLI.physical_chronic.climate_physical_risk:{ISO3}:{YEAR}:A nis:IDX.CLI.transition.transition_risk:{ISO3}:{YEAR}:A nis:IDX.HAZ.multi.hazard_exposure:{ISO3}:{YEAR}:A

Every country reads this series

Each country profile carries the domain indices this series is built from.