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Global Risks Index

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

Global Cities

Urban exposure, heat, flooding, informal settlement, service dependency and the economic weight of cities at risk.

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
Domain indices

6

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

Indicators

193

5 index domains

Hazard families

32

Atmosphere and weather · Water systems · Solid Earth.

Methods

63

Exposure and asset intelligence · Critical infrastructure and industrial systems.

Counts from the indicator, hazard and model registries.
6
domain indices
193
indicators in scope
4
hazard domains
5
client groups

01Scope

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?
02Construction

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
Graph
01Domain indices
02Series index
03Readings

100%
List
  1. Climate physical hazard

    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. Climate transition exposure

    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. Multi-hazard exposure

    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. Socio-economic vulnerability

    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. Displacement pressure

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

    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
    Urban exposure, heat, flooding, informal settlement, service dependency and the economic weight of cities at risk.
  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.
Not runIn progressDone
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.
03Indices

Domain indices in this series

The Global Risks Index · GS-10 · 195 profiles · 0–10 scale
Global Cities index, world
–
Values publish with the edition; the interval, class and change appear here.
సూచిక విలువ మార్పు Change % 90% interval Class · probability Trend Range
Climate physical hazardNXS-GRX · CLI – – – – –
Climate transition exposureNXS-GRX · CLI – – – – –
Multi-hazard exposureNXS-GRX · HAZ – – – – –
Socio-economic vulnerabilityNXS-GRX · SOC – – – – –
Displacement pressureNXS-GRX · DEM – – – – –
Infrastructure fragilityNXS-GRX · INF – – – – –

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

04Indicators

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.
Indicator Domain Sub-domain Component Unit Levels Crosswalks
Unemployment rateIND.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
Expected annual fiscal cost of disasters, share of GDPIND.FIS.contingent.disaster_fiscal_cost.gdp FIS Contingent liabilities vulnerability % COUNTRY
Household debt, share of GDPIND.FIN.depth.household_debt.gdp FIN Financial depth and inclusion vulnerability % COUNTRY IMF_FSI FSHG_PT
Account ownership, adultsIND.FIN.depth.account_ownership FIN Financial depth and inclusion coping capacity % COUNTRY WB_WDI FX.OWN.TOTL.ZS SDG 8.10.2
Natural-catastrophe protection gapIND.FIN.nbfi.nat_cat_protection_gap FIN Non-bank financial intermediation vulnerability % REGION, COUNTRY
Bank exposure to carbon-intensive sectorsIND.FIN.climate_finance.carbon_intensive_exposure FIN Climate-related financial exposure exposure % COUNTRY
Bank lending exposed to high physical climate riskIND.FIN.climate_finance.physical_risk_lending FIN Climate-related financial exposure exposure % COUNTRY
Personal remittances received, share of GDPIND.ECO.trade.remittances.gdp ECO Trade exposure % COUNTRY WB_WDI BX.TRF.PWKR.DT.GD.ZS SDG 17.3.2
Seaborne trade exposed to maritime chokepointsIND.ECO.supply_chain.chokepoint_exposure ECO Supply-chain exposure exposure % COUNTRY
Surface warming since pre-industrialIND.CLI.physical_chronic.warming_since_preindustrial CLI Chronic physical change hazard K GLOBAL, REGION, COUNTRY, ADM1, GRID FAO_FAOSTAT ET
Change in annual precipitationIND.CLI.physical_chronic.precipitation_change CLI Chronic physical change hazard % COUNTRY, ADM1, GRID
Relative sea-level rise rateIND.CLI.physical_chronic.relative_sea_level_trend CLI Chronic physical change hazard mm/a COUNTRY, ADM1, CITY, SITE UNDRR_HIPS_2025 EN0402
Hottest day of the year (TXx)IND.CLI.physical_acute.txx CLI Acute climate extremes hazard Cel COUNTRY, ADM1, CITY, GRID
Share of warm days (TX90p)IND.CLI.physical_acute.tx90p CLI Acute climate extremes hazard % COUNTRY, ADM1, GRID
Change in very hot days (35 °C or more)IND.CLI.physical_acute.hot_days_change CLI Acute climate extremes hazard d/a COUNTRY, ADM1, CITY, GRID
Warm spell duration (WSDI)IND.CLI.physical_acute.warm_spell_duration CLI Acute climate extremes hazard d/a COUNTRY, ADM1, GRID
Wettest day of the year (Rx1day)IND.CLI.physical_acute.rx1day CLI Acute climate extremes hazard mm COUNTRY, ADM1, CITY, GRID
Wettest five days of the year (Rx5day)IND.CLI.physical_acute.rx5day CLI Acute climate extremes hazard mm COUNTRY, ADM1, GRID
Precipitation from very wet days (R95pTOT)IND.CLI.physical_acute.very_wet_day_share CLI Acute climate extremes hazard % COUNTRY, ADM1, GRID
Longest dry spell (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 exposure % SITE, PORTFOLIO IFRS_S2 29(c)
Projected warming since pre-industrialIND.CLI.projection.projected_warming CLI Scenario projections hazard K GLOBAL, REGION, COUNTRY, ADM1, GRID
Projected change in hottest-day temperatureIND.CLI.projection.projected_txx_change CLI Scenario projections hazard K COUNTRY, ADM1, GRID
Projected change in wettest five-day precipitationIND.CLI.projection.projected_rx5day_change CLI Scenario projections hazard % COUNTRY, ADM1, GRID
Projected relative sea-level riseIND.CLI.projection.projected_sea_level_rise CLI Scenario projections hazard m COUNTRY, ADM1, CITY, SITE
Population below the future 100-year coastal flood level, shareIND.CLI.projection.slr_coastal_population_exposed.share CLI Scenario projections exposure % COUNTRY, ADM1, CITY WB_WDI EN.POP.EL5M.ZS
Total greenhouse gas emissions excluding LULUCFIND.CLI.emissions.ghg_total CLI Emissions exposure Mt/a COUNTRY WB_WDI EN.GHG.ALL.MT.CE.AR5 SDG 13.2.2
Greenhouse gas emissions per capitaIND.CLI.emissions.ghg_per_capita CLI Emissions exposure t/a/{person} COUNTRY WB_WDI EN.GHG.ALL.PC.CE.AR5 EPI GHP
Carbon intensity of GDPIND.CLI.emissions.carbon_intensity_gdp CLI Emissions exposure 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 exposure Mt/a PORTFOLIO IFRS_S2 29(a)(vi)
Fossil-fuel rents, share of GDPIND.CLI.transition.fossil_fuel_rents.gdp CLI Transition exposure exposure % COUNTRY WB_WDI NY.GDP.PETR.RT.ZS WB_WDI NY.GDP.NGAS.RT.ZS WB_WDI NY.GDP.COAL.RT.ZS
Fuel exports, share of merchandise exportsIND.CLI.transition.fossil_fuel_exports.share CLI Transition exposure exposure % COUNTRY WB_WDI TX.VAL.FUEL.ZS.UN
Explicit fossil-fuel subsidies, share of GDPIND.CLI.transition.fossil_fuel_subsidies.gdp CLI Transition exposure exposure % COUNTRY
Assets vulnerable to climate-related transition risks, shareIND.CLI.transition.transition_risk_vulnerable_assets.share CLI Transition exposure exposure % PORTFOLIO IFRS_S2 29(b)
NDC 2030 economy-wide emissions targetIND.CLI.transition.ndc_target_ambition CLI Transition exposure response % COUNTRY SDG 13.2.1
National adaptation plan submittedIND.CLI.adaptation.nap_submitted CLI Adaptation readiness adaptive capacity {bool} COUNTRY SDG 13.2.1
Economic readiness for adaptation investmentIND.CLI.adaptation.economic_readiness CLI Adaptation readiness adaptive capacity {score} COUNTRY ND_GAIN economic
Governance readiness for adaptationIND.CLI.adaptation.governance_readiness CLI Adaptation readiness adaptive capacity {score} COUNTRY ND_GAIN governance
Social readiness for adaptationIND.CLI.adaptation.social_readiness CLI Adaptation readiness adaptive capacity {score} COUNTRY ND_GAIN social
International adaptation finance received per capitaIND.CLI.adaptation.adaptation_finance_received.pc CLI Adaptation readiness adaptive capacity [USD] COUNTRY
Population exposed to two or more major hazards, shareIND.HAZ.multi.multi_hazard_exposure.share HAZ Multi-hazard exposure % COUNTRY, ADM1, ADM2, CITY, GRID INFORM HA.NAT
Multi-hazard average annual loss, share of GDPIND.HAZ.multi.aal.gdp HAZ Multi-hazard impact % COUNTRY, ADM1, CITY, PORTFOLIO
Multi-hazard average annual loss, share of produced capital stockIND.HAZ.multi.aal.capital_stock HAZ Multi-hazard impact % COUNTRY, ADM1, CITY, PORTFOLIO
Probable maximum loss at 250-year return period, share of GDPIND.HAZ.multi.pml_rp250.gdp HAZ Multi-hazard impact % COUNTRY, ADM1, PORTFOLIO
Peak ground acceleration at 475-year return periodIND.HAZ.seismic.pga_rp475 HAZ Seismic and volcanic hazard [g] COUNTRY, ADM1, CITY, GRID, SITE UNDRR_HIPS_2025 GH0101 INFORM HA.NAT.EQ
People exposed to strong earthquake shaking, annual averageIND.HAZ.seismic.eq_population_exposed HAZ Seismic and volcanic exposure {persons} COUNTRY, ADM1, CITY, GRID INFORM EX_EQ_MMI8
People exposed to strong earthquake shaking, share of populationIND.HAZ.seismic.eq_population_exposed.share HAZ Seismic and volcanic exposure % COUNTRY, ADM1, CITY
Earthquake average annual loss, share of GDPIND.HAZ.seismic.eq_aal.gdp HAZ Seismic and volcanic impact % COUNTRY, ADM1, CITY, PORTFOLIO
Population within 30 km of a Holocene volcanoIND.HAZ.seismic.volcano_population_30km HAZ Seismic and volcanic exposure {persons} COUNTRY, ADM1, CITY UNDRR_HIPS_2025 GH0203
Probability of damaging volcanic ash fall in 100 yearsIND.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
Extreme still-water sea level at 100-year return periodIND.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
Population in the 100-year coastal floodplain, shareIND.HAZ.coastal.coastal_flood_population_exposed.share HAZ Coastal and sea level exposure % COUNTRY, ADM1, CITY INFORM EX_CFL UNDRR_HIPS_2025 MH0601
Population below 5 m elevation, shareIND.HAZ.coastal.low_elevation_population.share HAZ Coastal and sea level exposure % COUNTRY, ADM1, CITY WB_WDI EN.POP.EL5M.ZS
Tsunami maximum inundation height at 500-year return periodIND.HAZ.coastal.tsunami_inundation_rp500 HAZ Coastal and sea level hazard m COUNTRY, ADM1, CITY, SITE UNDRR_HIPS_2025 MH0705 INFORM HA.NAT.TS
Population exposed to tsunami, shareIND.HAZ.coastal.tsunami_population_exposed.share HAZ Coastal and sea level exposure % 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
People exposed to river flooding, annual averageIND.HAZ.flood.flood_population_exposed HAZ Flood exposure {persons} COUNTRY, ADM1, ADM2, CITY INFORM EX_FL INFORM HA.NAT.FL
People exposed to river flooding, share of populationIND.HAZ.flood.flood_population_exposed.share HAZ Flood exposure % COUNTRY, ADM1, ADM2, CITY
Flood protection design standardIND.HAZ.flood.flood_protection_standard HAZ Flood coping capacity a COUNTRY, ADM1, CITY, SITE
River flood average annual loss, share of GDPIND.HAZ.flood.flood_aal.gdp HAZ Flood impact % COUNTRY, ADM1, CITY, PORTFOLIO
Tropical cyclone wind speed at 100-year return periodIND.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
Annual probability of category 1 or stronger cyclone windIND.HAZ.storm.tc_cat1_probability HAZ Tropical and severe storms hazard 1 COUNTRY, ADM1, CITY, GRID, SITE
People exposed to category 1 cyclone wind, annual averageIND.HAZ.storm.tc_population_exposed HAZ Tropical and severe storms exposure {persons} COUNTRY, ADM1, CITY INFORM EX_TC_SS1
People exposed to category 1 cyclone wind, share of populationIND.HAZ.storm.tc_population_exposed.share HAZ Tropical and severe storms exposure % COUNTRY, ADM1, CITY
Tropical cyclone average annual loss, share of GDPIND.HAZ.storm.tc_aal.gdp HAZ Tropical and severe storms impact % COUNTRY, ADM1, PORTFOLIO
Large-hail days per yearIND.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
Days with severe-thunderstorm environmentsIND.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
Frequency of severe meteorological droughtIND.HAZ.drought.spei_drought_frequency HAZ Drought hazard % COUNTRY, ADM1, GRID UNDRR_HIPS_2025 MH0401 INFORM HA.NAT.DR
Frequency of agricultural drought stressIND.HAZ.drought.agricultural_stress_frequency HAZ Drought hazard % COUNTRY, ADM1, GRID INFORM ASI
People affected by drought, annual average shareIND.HAZ.drought.drought_affected.share HAZ Drought impact % COUNTRY INFORM AFF_DR EMDAT nat-cli-dro-dro
Days of dangerous humid heat per yearIND.HAZ.heat.dangerous_heat_days HAZ Extreme heat hazard d/a COUNTRY, ADM1, CITY, GRID UNDRR_HIPS_2025 MH0501
Heatwave exposure events per personIND.HAZ.heat.heatwave_person_days HAZ Extreme heat exposure d/a COUNTRY, ADM1, CITY
Population exposed to extreme heat, shareIND.HAZ.heat.heat_population_exposed.share HAZ Extreme heat exposure % COUNTRY, ADM1, CITY
Extreme fire-weather days per yearIND.HAZ.wildfire.extreme_fire_weather_days HAZ Wildfire hazard d/a COUNTRY, ADM1, GRID
Annual burned area, share of land areaIND.HAZ.wildfire.burned_area.share HAZ Wildfire hazard % COUNTRY, ADM1, GRID UNDRR_HIPS_2025 EN0205 EMDAT nat-cli-wil-wil
Population in the wildland-urban interface, shareIND.HAZ.wildfire.wui_population.share HAZ Wildfire exposure % COUNTRY, ADM1, CITY
Population in high landslide susceptibility zones, shareIND.HAZ.landslide.landslide_susceptible_population.share HAZ Landslide exposure % COUNTRY, ADM1, ADM2, CITY, GRID UNDRR_HIPS_2025 GH0300
Fatal landslide deaths per 100,000, annual averageIND.HAZ.landslide.fatal_landslide_rate HAZ Landslide impact /10*5 COUNTRY, ADM1 EMDAT nat-hyd-mmw-lan
Population near major-hazard industrial sites, shareIND.HAZ.technological.major_hazard_site_population.share HAZ Technological exposure % COUNTRY, ADM1, CITY UNDRR_HIPS_2025 TL0304 UNDRR_HIPS_2025 TL0309
Population within 30 km of an operating nuclear reactorIND.HAZ.technological.nuclear_population_30km HAZ Technological exposure {persons} COUNTRY, ADM1, CITY UNDRR_HIPS_2025 TL0208
Industrial accident deaths per 100,000, annual averageIND.HAZ.technological.industrial_accident_deaths HAZ Technological impact /10*5 COUNTRY EMDAT tec-ind-ind-ind
Built-up surface areaIND.HAZ.exposure.built_up_area HAZ బహిర్గతం context km2 COUNTRY, ADM1, ADM2, CITY, GRID
Produced capital stockIND.HAZ.exposure.capital_stock HAZ బహిర్గతం context [USD] COUNTRY, ADM1, PORTFOLIO
Built-up area in high-hazard zonesIND.HAZ.exposure.built_up_exposed HAZ బహిర్గతం exposure km2 COUNTRY, ADM1, ADM2, CITY, GRID
Built-up area in high-hazard zones, shareIND.HAZ.exposure.built_up_exposed.share HAZ బహిర్గతం exposure % COUNTRY, ADM1, ADM2, CITY
GDP generated in high-hazard zones, shareIND.HAZ.exposure.gdp_exposed.share HAZ బహిర్గతం exposure % COUNTRY, ADM1, CITY
Disaster deaths and missing persons per 100,000IND.HAZ.loss.deaths_missing_rate HAZ Losses and impacts impact /10*5 COUNTRY, ADM1 SENDAI A-1 SDG 1.5.1
People directly affected by disasters per 100,000IND.HAZ.loss.directly_affected_rate HAZ Losses and impacts impact /10*5 COUNTRY, ADM1 SENDAI B-1 SDG 1.5.1
Direct economic loss from disasters, share of GDPIND.HAZ.loss.direct_economic_loss.gdp HAZ Losses and impacts impact % COUNTRY, ADM1 SENDAI C-1 SDG 1.5.2
Recorded disaster deaths per 100,000, 30-year averageIND.HAZ.loss.recorded_disaster_deaths HAZ Losses and impacts impact /10*5 COUNTRY, ADM1 EMDAT Total Deaths
Recorded people affected by disasters per 100,000, 30-year averageIND.HAZ.loss.recorded_disaster_affected HAZ Losses and impacts impact /10*5 COUNTRY, ADM1 EMDAT Total Affected
Recorded disaster damage, share of GDP, 30-year averageIND.HAZ.loss.recorded_disaster_damage.gdp HAZ Losses and impacts impact % COUNTRY EMDAT Total Damage, Adjusted ('000 US$)
Annual tree cover loss rateIND.ENV.land.tree_cover_loss.share ENV Land and forests hazard % COUNTRY, ADM1, ADM2, GRID EPI TCL
Road densityIND.ENV.land.road_density ENV Land and forests hazard km/km2 COUNTRY, ADM1, ADM2, CITY, GRID
Marine heatwave days per yearIND.ENV.ocean.marine_heatwave_days ENV Ocean hazard d/a COUNTRY, REGION, GRID UNDRR_HIPS_2025 MH0708
Municipal solid waste managed in controlled facilitiesIND.ENV.pollution.msw_controlled_management.share ENV Pollution and waste coping capacity % COUNTRY, CITY SDG 11.6.1 EPI MSW
Wastewater flows safely treatedIND.WAT.quality.wastewater_safely_treated.share WAT Water quality coping capacity % COUNTRY, CITY SDG 6.3.1 EPI WWT
GDP in GNSS-dependent activities, shareIND.SPC.dependence.gnss_dependent_gdp.share SPC Space-service dependence exposure % COUNTRY, PORTFOLIO UNDRR_HIPS_2025 ET0102
Critical services relying on satellites without backup, shareIND.SPC.dependence.satellite_service_exposure.share SPC Space-service dependence vulnerability % COUNTRY
High-voltage grid in high geoelectric hazard zones, shareIND.SPC.dependence.grid_gic_exposure.share SPC Space-service dependence exposure % COUNTRY, ADM1
Malaria incidenceIND.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
Population with catastrophic out-of-pocket health spendingIND.HLT.system.catastrophic_oop HLT Health system capacity vulnerability % COUNTRY SDG 3.8.2 WB_WDI SH.UHC.OOPC.10.ZS
Travel time to the nearest health facilityIND.HLT.system.health_facility_travel_time HLT Health system capacity vulnerability min COUNTRY, ADM1, ADM2, CITY, GRID
Cost of a healthy dietIND.FOO.access.healthy_diet_cost FOO Access and affordability vulnerability [USD] COUNTRY WB_WDI CoHD_PPP
Population unable to afford a healthy dietIND.FOO.access.healthy_diet_unaffordable FOO Access and affordability vulnerability % COUNTRY WB_WDI CoHD_headcount
Agriculture, forestry and fishing value added, share of GDPIND.FOO.agriculture.agri_value_added.gdp FOO Agricultural production and dependence vulnerability % COUNTRY WB_WDI NV.AGR.TOTL.ZS
Employment in agriculture, share of total employmentIND.FOO.agriculture.agri_employment_share FOO Agricultural production and dependence vulnerability % COUNTRY WB_WDI SL.AGR.EMPL.ZS
Cereal yield variability (15-year)IND.FOO.agriculture.cereal_yield_variability FOO Agricultural production and dependence vulnerability % COUNTRY
Vegetation Health Index on croplandIND.FOO.agriculture.vegetation_health_index FOO Agricultural production and dependence hazard {score} COUNTRY, ADM1, ADM2, GRID
Extreme poverty headcount, USD 3.00 a day (2021 PPP)IND.SOC.poverty.extreme_poverty.usd300 SOC Poverty vulnerability % COUNTRY WB_WDI SI.POV.DDAY SDG 1.1.1
Poverty headcount, USD 4.20 a day (2021 PPP)IND.SOC.poverty.poverty.usd420 SOC Poverty vulnerability % COUNTRY WB_WDI SI.POV.LMIC
Poverty headcount, USD 8.30 a day (2021 PPP)IND.SOC.poverty.poverty.usd830 SOC Poverty vulnerability % COUNTRY WB_WDI SI.POV.UMIC
Poverty headcount at the national poverty lineIND.SOC.poverty.national_poverty SOC Poverty vulnerability % COUNTRY, ADM1 WB_WDI SI.POV.NAHC SDG 1.2.1
Multidimensional poverty headcount (global MPI)IND.SOC.poverty.multidimensional_poverty SOC Poverty vulnerability % COUNTRY, ADM1 SDG 1.2.2 WB_WDI SI.POV.MPWB
Gini indexIND.SOC.inequality.gini SOC Inequality vulnerability {score} COUNTRY WB_WDI SI.POV.GINI
Income or consumption share of the bottom 40 percentIND.SOC.inequality.bottom40_income_share SOC Inequality vulnerability % COUNTRY WB_WDI SI.DST.FRST.20
Growth of consumption or income of the bottom 40 percentIND.SOC.inequality.bottom40_growth SOC Inequality adaptive capacity % COUNTRY WB_WDI SI.SPR.PC40.ZG SDG 10.1.1
Loss in human development due to inequalityIND.SOC.inequality.human_development_loss SOC Inequality vulnerability % COUNTRY HDR loss
Mean years of schoolingIND.SOC.education.mean_years_schooling SOC Education adaptive capacity a COUNTRY HDR mys
Expected years of schoolingIND.SOC.education.expected_years_schooling SOC Education adaptive capacity a COUNTRY HDR eys
Learning povertyIND.SOC.education.learning_poverty SOC Education vulnerability % COUNTRY WB_WDI SE.LPV.PRIM SDG 4.1.1
Adult literacy rateIND.SOC.education.adult_literacy SOC Education adaptive capacity % COUNTRY WB_WDI SE.ADT.LITR.ZS SDG 4.6.1
Gender Inequality Index (UNDP)IND.SOC.gender.gender_inequality_index SOC Gender vulnerability {score} COUNTRY HDR gii
Female labour-force participation rateIND.SOC.gender.female_labour_participation SOC Gender adaptive capacity % COUNTRY WB_WDI SL.TLF.CACT.FE.ZS
Seats held by women in national parliamentIND.SOC.gender.women_in_parliament SOC Gender adaptive capacity % COUNTRY WB_WDI SG.GEN.PARL.ZS SDG 5.5.1
Population covered by at least one social protection benefitIND.SOC.protection.social_protection_coverage SOC Social protection coping capacity % COUNTRY SDG 1.3.1 ILO SDG_0131_SEX_SOC_RT WB_WDI per_allsp.cov_pop_tot
Youth not in employment, education or trainingIND.SOC.protection.youth_neet SOC Social protection vulnerability % COUNTRY WB_WDI SL.UEM.NEET.ZS SDG 8.6.1 ILO SDG_0861_SEX_RT
Informal employment, share of total employmentIND.SOC.protection.informal_employment SOC Social protection vulnerability % COUNTRY SDG 8.3.1 ILO SDG_0831_SEX_ECO_RT WB_WDI SL.ISV.IFRM.ZS
Children aged 5 to 17 in child labourIND.SOC.protection.child_labour SOC Social protection vulnerability % COUNTRY SDG 8.7.1 ILO SDG_B871_SEX_AGE_RT WB_WDI SL.TLF.0714.ZS
Human Development Index (UNDP)IND.SOC.development.hdi SOC Human development adaptive capacity {score} COUNTRY HDR hdi
Inequality-adjusted Human Development Index (UNDP)IND.SOC.development.ihdi SOC Human development adaptive capacity {score} COUNTRY HDR ihdi
Total populationIND.DEM.population.total DEM జనాభా context {persons} COUNTRY, ADM1, ADM2, GRID WB_WDI SP.POP.TOTL UN_WPP TPopulation1July
Population densityIND.DEM.population.density DEM జనాభా context {persons}/km2 COUNTRY, ADM1, ADM2, GRID WB_WDI EN.POP.DNST UN_WPP PopDensity
Population growthIND.DEM.population.growth DEM జనాభా vulnerability % COUNTRY WB_WDI SP.POP.GROW UN_WPP PopGrowthRate
Total fertility rateIND.DEM.population.fertility_rate DEM జనాభా context {births}/{woman} COUNTRY WB_WDI SP.DYN.TFRT.IN UN_WPP TFR
Age dependency ratioIND.DEM.structure.age_dependency DEM Age structure vulnerability % COUNTRY WB_WDI SP.POP.DPND
Population aged 65 and over, share of totalIND.DEM.structure.share_65plus DEM Age structure vulnerability % COUNTRY WB_WDI SP.POP.65UP.TO.ZS
Population aged under 15, share of totalIND.DEM.structure.share_under15 DEM Age structure vulnerability % COUNTRY WB_WDI SP.POP.0014.TO.ZS
Urban population, share of totalIND.DEM.urbanisation.urban_share DEM Urbanisation context % COUNTRY WB_WDI SP.URB.TOTL.IN.ZS
Urban population growthIND.DEM.urbanisation.urban_growth DEM Urbanisation vulnerability % COUNTRY WB_WDI SP.URB.GROW
Urban population living in slumsIND.DEM.urbanisation.slum_share DEM Urbanisation vulnerability % COUNTRY WB_WDI EN.POP.SLUM.UR.ZS SDG 11.1.1
Refugees by country of originIND.DEM.displacement.refugees_origin DEM Forced displacement impact {persons} COUNTRY UNHCR REF WB_WDI SM.POP.REFG.OR
Refugees by country of origin, per 100,000 populationIND.DEM.displacement.refugees_origin.p100k DEM Forced displacement impact /10*5 COUNTRY SDG 10.7.4
Refugees hosted (country of asylum)IND.DEM.displacement.refugees_hosted DEM Forced displacement exposure {persons} COUNTRY UNHCR REF WB_WDI SM.POP.REFG
Refugees hosted, per 100,000 populationIND.DEM.displacement.refugees_hosted.p100k DEM Forced displacement exposure /10*5 COUNTRY
Asylum-seekers hosted, per 100,000 populationIND.DEM.displacement.asylum_seekers_hosted.p100k DEM Forced displacement exposure /10*5 COUNTRY UNHCR ASY
Internally displaced people, conflict and violence (stock)IND.DEM.displacement.idp_conflict DEM Forced displacement impact {persons} COUNTRY, ADM1 IDMC conflict_total_displacement WB_WDI VC.IDP.TOCV UNHCR IDP
Internally displaced people, disasters (stock)IND.DEM.displacement.idp_disaster DEM Forced displacement impact {persons} COUNTRY, ADM1 IDMC disaster_total_displacement
Internally displaced people, per 100,000 populationIND.DEM.displacement.idp_total.p100k DEM Forced displacement impact /10*5 COUNTRY
New internal displacements, conflict and violenceIND.DEM.displacement.new_displacement_conflict DEM Forced displacement impact 1 COUNTRY, ADM1 IDMC conflict_new_displacement WB_WDI VC.IDP.NWCV
New internal displacements, disastersIND.DEM.displacement.new_displacement_disaster DEM Forced displacement impact 1 COUNTRY, ADM1 IDMC disaster_new_displacement WB_WDI VC.IDP.NWDS
New internal displacements, per 100,000 populationIND.DEM.displacement.new_displacement.p100k DEM Forced displacement impact /10*5 COUNTRY
Net migrationIND.DEM.migration.net_migration DEM Migration context {persons} COUNTRY WB_WDI SM.POP.NETM UN_WPP NetMigrations
Net migration rateIND.DEM.migration.net_migration_rate DEM Migration context /10*3 COUNTRY UN_WPP CNMR
International migrant stock, share of populationIND.DEM.migration.migrant_stock_share DEM Migration context % COUNTRY WB_WDI SM.POP.TOTL.ZS
Completeness of birth registrationIND.GOV.statistics.birth_registration GOV Statistical capacity coping capacity % COUNTRY WB_WDI SP.REG.BRTH.ZS SDG 16.9.1
Years since the last population censusIND.GOV.statistics.years_since_census GOV Statistical capacity vulnerability a COUNTRY SDG 17.19.2
Renewable share of total final energy consumptionIND.ENE.mix.renewable_share_tfec ENE Energy mix adaptive capacity % COUNTRY SDG 7.2.1 WB_WDI EG.FEC.RNEW.ZS
Primary energy intensity of GDPIND.ENE.mix.energy_intensity ENE Energy mix vulnerability MJ/[USD] COUNTRY SDG 7.3.1 WB_WDI EG.EGY.PRIM.PP.KD
Fossil share of electricity generationIND.ENE.mix.fossil_electricity_share ENE Energy mix vulnerability % COUNTRY WB_WDI EG.ELC.FOSL.ZS
Installed renewable generating capacity per capitaIND.ENE.mix.renewable_capacity.pc ENE Energy mix adaptive capacity W/{person} COUNTRY SDG 7.b.1
Power outages experienced by firms in a typical monthIND.ENE.reliability.firm_power_outages ENE Reliability vulnerability /mo COUNTRY WB_WDI IC.ELC.OUTG
System average interruption duration (SAIDI)IND.ENE.reliability.saidi ENE Reliability vulnerability h/a COUNTRY, ADM1, CITY ISO_37120 ISO 37120:2018
System average interruption frequency (SAIFI)IND.ENE.reliability.saifi ENE Reliability vulnerability /a COUNTRY, ADM1, CITY ISO_37120 ISO 37120:2018
Heating and cooling degree daysIND.ENE.reliability.thermal_demand_degree_days ENE Reliability hazard K.d/a COUNTRY, ADM1, CITY, GRID
Rural population within 2 km of an all-season roadIND.INF.transport.rural_road_access INF Transport coping capacity % COUNTRY, ADM1 SDG 9.1.1
Logistics performanceIND.INF.transport.logistics_performance INF Transport coping capacity {score} COUNTRY WB_WDI LP.LPI.OVRL.XQ
Liner shipping connectivity relative to the frontierIND.INF.transport.liner_shipping_connectivity INF Transport coping capacity % COUNTRY WB_WDI IS.SHP.GCNW.XQ
Air passengers carried per capitaIND.INF.transport.air_passengers.pc INF Transport coping capacity {passengers}/a/{person} COUNTRY WB_WDI IS.AIR.PSGR
Urban population with convenient access to public transportIND.INF.transport.public_transport_access INF Transport coping capacity % CITY, ADM1, COUNTRY SDG 11.2.1 ISO_37120 ISO 37120:2018
Road and rail network in high-hazard zones, shareIND.INF.transport.network_exposed.share INF Transport exposure % COUNTRY, ADM1, ADM2, CITY, GRID
Individuals using the InternetIND.INF.digital.internet_users INF Digital connectivity coping capacity % COUNTRY, ADM1, CITY SDG 17.8.1 WB_WDI IT.NET.USER.ZS
Population covered by a mobile network, by technologyIND.INF.digital.mobile_network_coverage INF Digital connectivity coping capacity % COUNTRY, ADM1 SDG 9.c.1
Fixed broadband subscriptions per 100 inhabitantsIND.INF.digital.fixed_broadband INF Digital connectivity coping capacity /10*2 COUNTRY, ADM1 SDG 17.6.1 WB_WDI IT.NET.BBND.P2
International connectivity route redundancyIND.INF.digital.international_connectivity_redundancy INF Digital connectivity coping capacity 1 COUNTRY
Hours of national-scale internet disruptionIND.INF.digital.internet_disruption_hours INF Digital connectivity impact h/a COUNTRY
Power grid resilienceIND.INF.utilities.power_grid_resilience INF Utilities coping capacity {score} COUNTRY, ADM1, CITY ISO_37123 ISO 37123:2019
Water supply network resilienceIND.INF.utilities.water_network_resilience INF Utilities coping capacity {score} COUNTRY, ADM1, CITY ISO_37123 ISO 37123:2019
Critical facilities with 72-hour back-up powerIND.INF.utilities.critical_facility_backup_power INF Utilities coping capacity % COUNTRY, ADM1, CITY ISO_37123 ISO 37123:2019
Water supply assets in high-hazard zones, shareIND.INF.utilities.water_assets_exposed.share INF Utilities exposure % COUNTRY, ADM1, ADM2, CITY, GRID
Power generation and grid assets in high-hazard zones, shareIND.INF.utilities.power_assets_exposed.share INF Utilities exposure % COUNTRY, ADM1, ADM2, CITY, GRID
Lifeline facilities in high-hazard zones, shareIND.INF.utilities.lifeline_facilities_exposed.share INF Utilities exposure % COUNTRY, ADM1, ADM2, CITY, GRID
Infrastructure investment gap, share of GDPIND.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
Critical infrastructure units damaged or destroyed by disastersIND.INF.disruption.critical_infrastructure_damage INF Service disruption impact 1 COUNTRY, ADM1 SENDAI D-1 SDG 11.5.2
Health facilities damaged or destroyed by disastersIND.INF.disruption.health_facilities_damaged INF Service disruption impact 1 COUNTRY, ADM1 SENDAI D-2
Educational facilities damaged or destroyed by disastersIND.INF.disruption.education_facilities_damaged INF Service disruption impact 1 COUNTRY, ADM1 SENDAI D-3
Disruptions to basic services attributed to disastersIND.INF.disruption.basic_service_disruptions INF Service disruption impact 1 COUNTRY, ADM1 SENDAI D-5
Direct economic loss to critical infrastructure, share of GDPIND.INF.disruption.critical_infrastructure_loss.gdp INF Service disruption impact % COUNTRY, ADM1 SENDAI C-5
Cyber incidents disrupting critical servicesIND.CYB.incidents.critical_sector_incidents CYB Incidents impact 1 COUNTRY
Population within 15 minutes of emergency servicesIND.CRS.response.emergency_service_access CRS Response capacity coping capacity % COUNTRY, ADM1, CITY ISO_37120 ISO 37120:2018
Shock-responsive social protection readinessIND.CRS.response.shock_responsive_social_protection CRS Response capacity coping capacity {score} COUNTRY
05విపత్తులు

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
AtmosphereWaterSolidBuilt252HAZARDS
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.
Family Domain విపత్తులు Count
Convective storms Atmosphere and weather Thunderstorm, Lightning strike, Downburst, Tornado, Waterspout, Hail, Squall, Derecho … 11
Cyclonic storm systems Atmosphere and weather Tropical cyclone, Subtropical cyclone, Extratropical cyclone, Low-pressure system, Mediterranean tropical-like cyclone, Polar low, Rapid cyclone intensification, Explosive cyclogenesis 8
Damaging wind Atmosphere and weather Windstorm, Gale, Downslope windstorm, Clear-air turbulence 4
Precipitation extremes Atmosphere and weather Intense rainfall, Heavy snowfall, Snowstorm, Blizzard, Lake-effect snow band, Freezing rain, Structural icing 7
Thermal extremes Atmosphere and weather Heatwave, Humid heat stress, Cold wave, Livestock winter disaster, Hard freeze, Frost, Rapid thaw, Extreme night-time heat … 9
Airborne particles and low visibility Atmosphere and weather Fog, Dust storm, Dust haze, Haze, Smoke plume, Airborne allergen surge 6
Large-scale circulation anomalies Atmosphere and weather 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 Atmosphere and weather Extreme ultraviolet exposure, Stratospheric ozone loss episode 2
Freshwater inundation Water systems River flood, Flash flood, Surface-water flood, Groundwater flood, Snowmelt flood, Ice-jam flood, Reservoir release flood, Natural-dam outburst flood … 9
Water deficit Water systems 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 Water systems Storm surge, Storm tide, Coastal flood, Estuary flood, High-tide flooding, Tsunami, Seiche, Rogue wave … 13
Ocean-state extremes Water systems Marine heatwave, Ocean acidification, Marine oxygen depletion, Upper-ocean stratification increase, Marine cold spell, Lake and river heatwave 6
Water-quality degradation Water systems Eutrophication, Harmful algal bloom, Freshwater salinisation, Sargassum seaweed influx 4
Fault shaking and rupture Solid Earth Earthquake, Induced earthquake, Aftershock sequence, Fault surface rupture, Soil liquefaction, Ground fissure, Earthquake swarm 7
Eruption products and unrest Solid Earth 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 Solid Earth Rockfall, Topple, Slope slide, Lateral spread, Debris flow, Earthflow and mudflow, Rock avalanche, Submarine landslide … 9
Ground deformation and subsidence Solid Earth Land subsidence, Crustal uplift, Sinkhole, Shrink-swell soil movement, Soft-soil settlement, Ground gas seepage, Mining-induced subsidence 7
Erosion and sediment movement Solid Earth Soil erosion, River bank erosion, Coastal erosion, Dune encroachment, Reservoir and channel siltation, River avulsion, Delta sediment starvation 7
Seabed and deep-sea hazards Solid Earth Turbidity current, Submarine volcanic eruption, Seabed gas escape, Pumice raft, Deep-sea mining disturbance 5
Structural and civil failure Built systems 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 Built systems Widespread power outage, Water supply failure, Sewer and drain failure, Gas supply network failure, Telecommunications outage, Emergency communications failure 6
Transport accidents Built systems Air transport accident, Maritime accident, Inland waterway accident, Rail accident, Road crash 5
Industrial and process accidents Built systems 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 Built systems 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 Built systems 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 Built systems 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 Built systems Navigation satellite system fault, Satellite communications outage, Weather and Earth-observation satellite gap, Satellite ground segment failure 4
Seabed infrastructure damage Built systems Subsea pipeline damage, Subsea power cable damage, Covert seabed infrastructure sabotage 3
Transport network disruption Built systems 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 Built systems 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 Built systems 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 Built systems Infrastructure deterioration, Deferred maintenance backlog, Reinforced concrete deterioration, Metal fatigue cracking, Ageing dam and reservoir stock, Legacy technology obsolescence, Infrastructure skills shortage 7
06Tail

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
–
runs in your browser

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.
07Methods

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

Exposure and asset intelligence

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

27 methods

Critical infrastructure and industrial systems

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

18 methods

Consequence and loss

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.

09నివేదికలు

Nexus Reports

Edition code
GS-10
Edition status
planned
Subject
Named by Nexus Reports

Nexus Reports

10Cite

Cite and reuse

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.