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Global Risks Index

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

全球城市

城市暴露度、高温、洪水、非正规住区、服务依赖,以及面临风险的城市的经济分量。

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
领域指数

6

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

指标

193

5 index domains

Hazard families

32

Atmosphere and weather · Water systems · Solid Earth.

方法

63

Exposure and asset intelligence · Critical infrastructure and industrial systems.

Counts from the indicator, hazard and model registries.
6
领域指数
193
indicators in scope
4
危害领域
5
client groups

01范围

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
流程图
01领域指数
02Series index
03Readings

100%
索引
  1. 气候物理危害

    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. 气候转型暴露

    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. 多重危害暴露

    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. 社会经济脆弱性

    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. 流离失所压力

    Domain index · IDX · DEM
    Weighted aggregation of displacement outflow, refugee hosting pressure, age-structure pressure and unplanned urbanisation, on 0 to 10.
  6. 基础设施脆弱性

    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
    城市暴露度、高温、洪水、非正规住区、服务依赖,以及面临风险的城市的经济分量。
  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.
未运行进行中已完成
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.
03指数

Domain indices in this series

The Global Risks Index · GS-10 · 195 profiles · 0–10 scale
Global Cities index, world
–
数值随版本发布;区间、类别和变化将显示在这里。
指数 数值 变化 变化 % 90% 区间 类别 · 概率 趋势 范围
气候物理危害NXS-GRX · CLI – – – – –
气候转型暴露NXS-GRX · CLI – – – – –
多重危害暴露NXS-GRX · HAZ – – – – –
社会经济脆弱性NXS-GRX · SOC – – – – –
流离失所压力NXS-GRX · DEM – – – – –
基础设施脆弱性NXS-GRX · INF – – – – –

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

04指标

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.
指标 领域 Sub-domain 组件 单位 级别 Crosswalks
失业率IND.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
灾害预期年度财政成本,占 GDP 比重IND.FIS.contingent.disaster_fiscal_cost.gdp FIS Contingent liabilities vulnerability % COUNTRY
家庭债务,占 GDP 比重IND.FIN.depth.household_debt.gdp FIN Financial depth and inclusion vulnerability % COUNTRY IMF_FSI FSHG_PT
成年人账户拥有率IND.FIN.depth.account_ownership FIN Financial depth and inclusion coping capacity % COUNTRY WB_WDI FX.OWN.TOTL.ZS SDG 8.10.2
自然巨灾保障缺口IND.FIN.nbfi.nat_cat_protection_gap FIN Non-bank financial intermediation vulnerability % REGION, COUNTRY
银行对碳密集行业的风险暴露IND.FIN.climate_finance.carbon_intensive_exposure FIN Climate-related financial exposure exposure % COUNTRY
面临高物理气候风险的银行贷款IND.FIN.climate_finance.physical_risk_lending FIN Climate-related financial exposure exposure % COUNTRY
收到的个人汇款,占 GDP 比重IND.ECO.trade.remittances.gdp ECO 贸易 exposure % COUNTRY WB_WDI BX.TRF.PWKR.DT.GD.ZS SDG 17.3.2
受海上咽喉要道影响的海运贸易IND.ECO.supply_chain.chokepoint_exposure ECO Supply-chain exposure exposure % COUNTRY
相对工业化前的地表升温IND.CLI.physical_chronic.warming_since_preindustrial CLI Chronic physical change hazard K GLOBAL, REGION, COUNTRY, ADM1, GRID FAO_FAOSTAT ET
年降水量变化IND.CLI.physical_chronic.precipitation_change CLI Chronic physical change hazard % COUNTRY, ADM1, GRID
相对海平面上升速率IND.CLI.physical_chronic.relative_sea_level_trend CLI Chronic physical change hazard mm/a COUNTRY, ADM1, CITY, SITE UNDRR_HIPS_2025 EN0402
年内最热日(TXx)IND.CLI.physical_acute.txx CLI Acute climate extremes hazard Cel COUNTRY, ADM1, CITY, GRID
暖日占比(TX90p)IND.CLI.physical_acute.tx90p CLI Acute climate extremes hazard % COUNTRY, ADM1, GRID
酷热日数变化(35 °C 及以上)IND.CLI.physical_acute.hot_days_change CLI Acute climate extremes hazard d/a COUNTRY, ADM1, CITY, GRID
暖期持续时间(WSDI)IND.CLI.physical_acute.warm_spell_duration CLI Acute climate extremes hazard d/a COUNTRY, ADM1, GRID
年内最大日降水量(Rx1day)IND.CLI.physical_acute.rx1day CLI Acute climate extremes hazard mm COUNTRY, ADM1, CITY, GRID
年内最大五日降水量(Rx5day)IND.CLI.physical_acute.rx5day CLI Acute climate extremes hazard mm COUNTRY, ADM1, GRID
极端湿润日降水量(R95pTOT)IND.CLI.physical_acute.very_wet_day_share CLI Acute climate extremes hazard % COUNTRY, ADM1, GRID
最长连续干旱日数(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)
相对工业化前的预估升温IND.CLI.projection.projected_warming CLI Scenario projections hazard K GLOBAL, REGION, COUNTRY, ADM1, GRID
最热日气温预估变化IND.CLI.projection.projected_txx_change CLI Scenario projections hazard K COUNTRY, ADM1, GRID
最大五日降水量预估变化IND.CLI.projection.projected_rx5day_change CLI Scenario projections hazard % COUNTRY, ADM1, GRID
预估相对海平面上升IND.CLI.projection.projected_sea_level_rise CLI Scenario projections hazard m COUNTRY, ADM1, CITY, SITE
低于未来 100 年一遇沿海洪水水位的人口占比IND.CLI.projection.slr_coastal_population_exposed.share CLI Scenario projections exposure % COUNTRY, ADM1, CITY WB_WDI EN.POP.EL5M.ZS
温室气体排放总量(不含 LULUCF)IND.CLI.emissions.ghg_total CLI Emissions exposure Mt/a COUNTRY WB_WDI EN.GHG.ALL.MT.CE.AR5 SDG 13.2.2
人均温室气体排放量IND.CLI.emissions.ghg_per_capita CLI Emissions exposure t/a/{person} COUNTRY WB_WDI EN.GHG.ALL.PC.CE.AR5 EPI GHP
GDP 碳强度IND.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)
化石燃料租金,占 GDP 比重IND.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
燃料出口,占商品出口比重IND.CLI.transition.fossil_fuel_exports.share CLI Transition exposure exposure % COUNTRY WB_WDI TX.VAL.FUEL.ZS.UN
显性化石燃料补贴,占 GDP 比重IND.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 全经济范围排放目标IND.CLI.transition.ndc_target_ambition CLI Transition exposure response % COUNTRY SDG 13.2.1
已提交国家适应计划IND.CLI.adaptation.nap_submitted CLI Adaptation readiness adaptive capacity {bool} COUNTRY SDG 13.2.1
适应投资的经济准备度IND.CLI.adaptation.economic_readiness CLI Adaptation readiness adaptive capacity {score} COUNTRY ND_GAIN economic
适应的治理准备度IND.CLI.adaptation.governance_readiness CLI Adaptation readiness adaptive capacity {score} COUNTRY ND_GAIN governance
适应的社会准备度IND.CLI.adaptation.social_readiness CLI Adaptation readiness adaptive capacity {score} COUNTRY ND_GAIN social
人均获得的国际适应资金IND.CLI.adaptation.adaptation_finance_received.pc CLI Adaptation readiness adaptive capacity [USD] COUNTRY
暴露于两种及以上主要危害的人口占比IND.HAZ.multi.multi_hazard_exposure.share HAZ Multi-hazard exposure % COUNTRY, ADM1, ADM2, CITY, GRID INFORM HA.NAT
多危害年均损失,占 GDP 比重IND.HAZ.multi.aal.gdp HAZ Multi-hazard impact % COUNTRY, ADM1, CITY, PORTFOLIO
多危害年均损失,占生产资本存量比重IND.HAZ.multi.aal.capital_stock HAZ Multi-hazard impact % COUNTRY, ADM1, CITY, PORTFOLIO
250 年一遇可能最大损失,占 GDP 比重IND.HAZ.multi.pml_rp250.gdp HAZ Multi-hazard impact % COUNTRY, ADM1, PORTFOLIO
475 年一遇地面峰值加速度IND.HAZ.seismic.pga_rp475 HAZ Seismic and volcanic hazard [g] COUNTRY, ADM1, CITY, GRID, SITE UNDRR_HIPS_2025 GH0101 INFORM HA.NAT.EQ
暴露于强烈地震动的人数,年均IND.HAZ.seismic.eq_population_exposed HAZ Seismic and volcanic exposure {persons} COUNTRY, ADM1, CITY, GRID INFORM EX_EQ_MMI8
暴露于强烈地震动的人口占比IND.HAZ.seismic.eq_population_exposed.share HAZ Seismic and volcanic exposure % COUNTRY, ADM1, CITY
地震年均损失,占 GDP 比重IND.HAZ.seismic.eq_aal.gdp HAZ Seismic and volcanic impact % COUNTRY, ADM1, CITY, PORTFOLIO
距全新世火山 30 km 以内的人口IND.HAZ.seismic.volcano_population_30km HAZ Seismic and volcanic exposure {persons} COUNTRY, ADM1, CITY UNDRR_HIPS_2025 GH0203
100 年内发生破坏性火山灰降落的概率IND.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
100 年一遇极端静水海平面IND.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
位于 100 年一遇沿海洪泛区的人口占比IND.HAZ.coastal.coastal_flood_population_exposed.share HAZ Coastal and sea level exposure % COUNTRY, ADM1, CITY INFORM EX_CFL UNDRR_HIPS_2025 MH0601
海拔 5 m 以下人口占比IND.HAZ.coastal.low_elevation_population.share HAZ Coastal and sea level exposure % COUNTRY, ADM1, CITY WB_WDI EN.POP.EL5M.ZS
500 年一遇海啸最大淹没高度IND.HAZ.coastal.tsunami_inundation_rp500 HAZ Coastal and sea level hazard m COUNTRY, ADM1, CITY, SITE UNDRR_HIPS_2025 MH0705 INFORM HA.NAT.TS
暴露于海啸的人口占比IND.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
暴露于河流洪水的人数,年均IND.HAZ.flood.flood_population_exposed HAZ Flood exposure {persons} COUNTRY, ADM1, ADM2, CITY INFORM EX_FL INFORM HA.NAT.FL
暴露于河流洪水的人口占比IND.HAZ.flood.flood_population_exposed.share HAZ Flood exposure % COUNTRY, ADM1, ADM2, CITY
防洪设计标准IND.HAZ.flood.flood_protection_standard HAZ Flood coping capacity a COUNTRY, ADM1, CITY, SITE
河流洪水年均损失,占 GDP 比重IND.HAZ.flood.flood_aal.gdp HAZ Flood impact % COUNTRY, ADM1, CITY, PORTFOLIO
100 年一遇热带气旋风速IND.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
1 级及以上气旋风的年发生概率IND.HAZ.storm.tc_cat1_probability HAZ Tropical and severe storms hazard 1 COUNTRY, ADM1, CITY, GRID, SITE
暴露于 1 级气旋风的人数,年均IND.HAZ.storm.tc_population_exposed HAZ Tropical and severe storms exposure {persons} COUNTRY, ADM1, CITY INFORM EX_TC_SS1
暴露于 1 级气旋风的人口占比IND.HAZ.storm.tc_population_exposed.share HAZ Tropical and severe storms exposure % COUNTRY, ADM1, CITY
热带气旋年均损失,占 GDP 比重IND.HAZ.storm.tc_aal.gdp HAZ Tropical and severe storms impact % COUNTRY, ADM1, PORTFOLIO
每年大冰雹日数IND.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
具备强雷暴环境条件的日数IND.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
严重气象干旱频率IND.HAZ.drought.spei_drought_frequency HAZ 干旱 hazard % COUNTRY, ADM1, GRID UNDRR_HIPS_2025 MH0401 INFORM HA.NAT.DR
农业干旱胁迫频率IND.HAZ.drought.agricultural_stress_frequency HAZ 干旱 hazard % COUNTRY, ADM1, GRID INFORM ASI
受干旱影响人口,年均占比IND.HAZ.drought.drought_affected.share HAZ 干旱 impact % COUNTRY INFORM AFF_DR EMDAT nat-cli-dro-dro
每年危险湿热日数IND.HAZ.heat.dangerous_heat_days HAZ Extreme heat hazard d/a COUNTRY, ADM1, CITY, GRID UNDRR_HIPS_2025 MH0501
人均热浪风险暴露事件数IND.HAZ.heat.heatwave_person_days HAZ Extreme heat exposure d/a COUNTRY, ADM1, CITY
暴露于极端高温的人口占比IND.HAZ.heat.heat_population_exposed.share HAZ Extreme heat exposure % COUNTRY, ADM1, CITY
每年极端火险天气日数IND.HAZ.wildfire.extreme_fire_weather_days HAZ 野火 hazard d/a COUNTRY, ADM1, GRID
年过火面积,占陆地面积比重IND.HAZ.wildfire.burned_area.share HAZ 野火 hazard % COUNTRY, ADM1, GRID UNDRR_HIPS_2025 EN0205 EMDAT nat-cli-wil-wil
位于荒地与城市交界区的人口占比IND.HAZ.wildfire.wui_population.share HAZ 野火 exposure % COUNTRY, ADM1, CITY
位于滑坡高易发区的人口占比IND.HAZ.landslide.landslide_susceptible_population.share HAZ Landslide exposure % COUNTRY, ADM1, ADM2, CITY, GRID UNDRR_HIPS_2025 GH0300
每 100,000 人滑坡致死人数,年均IND.HAZ.landslide.fatal_landslide_rate HAZ Landslide impact /10*5 COUNTRY, ADM1 EMDAT nat-hyd-mmw-lan
靠近重大危害工业场所的人口占比IND.HAZ.technological.major_hazard_site_population.share HAZ 技术 exposure % COUNTRY, ADM1, CITY UNDRR_HIPS_2025 TL0304 UNDRR_HIPS_2025 TL0309
距运行中核反应堆 30 km 以内的人口IND.HAZ.technological.nuclear_population_30km HAZ 技术 exposure {persons} COUNTRY, ADM1, CITY UNDRR_HIPS_2025 TL0208
每 100,000 人工业事故死亡人数,年均IND.HAZ.technological.industrial_accident_deaths HAZ 技术 impact /10*5 COUNTRY EMDAT tec-ind-ind-ind
建成区面积IND.HAZ.exposure.built_up_area HAZ 风险暴露 context km2 COUNTRY, ADM1, ADM2, CITY, GRID
生产资本存量IND.HAZ.exposure.capital_stock HAZ 风险暴露 context [USD] COUNTRY, ADM1, PORTFOLIO
高危害区内的建成区面积IND.HAZ.exposure.built_up_exposed HAZ 风险暴露 exposure km2 COUNTRY, ADM1, ADM2, CITY, GRID
高危害区内的建成区面积占比IND.HAZ.exposure.built_up_exposed.share HAZ 风险暴露 exposure % COUNTRY, ADM1, ADM2, CITY
高危害区内产生的 GDP 占比IND.HAZ.exposure.gdp_exposed.share HAZ 风险暴露 exposure % COUNTRY, ADM1, CITY
每 100,000 人灾害死亡和失踪人数IND.HAZ.loss.deaths_missing_rate HAZ Losses and impacts impact /10*5 COUNTRY, ADM1 SENDAI A-1 SDG 1.5.1
每 100,000 人直接受灾害影响人数IND.HAZ.loss.directly_affected_rate HAZ Losses and impacts impact /10*5 COUNTRY, ADM1 SENDAI B-1 SDG 1.5.1
灾害直接经济损失,占 GDP 比重IND.HAZ.loss.direct_economic_loss.gdp HAZ Losses and impacts impact % COUNTRY, ADM1 SENDAI C-1 SDG 1.5.2
有记录的每 100,000 人灾害死亡人数,30 年平均IND.HAZ.loss.recorded_disaster_deaths HAZ Losses and impacts impact /10*5 COUNTRY, ADM1 EMDAT Total Deaths
有记录的每 100,000 人受灾害影响人数,30 年平均IND.HAZ.loss.recorded_disaster_affected HAZ Losses and impacts impact /10*5 COUNTRY, ADM1 EMDAT Total Affected
有记录的灾害损失,占 GDP 比重,30 年平均IND.HAZ.loss.recorded_disaster_damage.gdp HAZ Losses and impacts impact % COUNTRY EMDAT Total Damage, Adjusted ('000 US$)
年树木覆盖损失率IND.ENV.land.tree_cover_loss.share ENV Land and forests hazard % COUNTRY, ADM1, ADM2, GRID EPI TCL
道路密度IND.ENV.land.road_density ENV Land and forests hazard km/km2 COUNTRY, ADM1, ADM2, CITY, GRID
每年海洋热浪日数IND.ENV.ocean.marine_heatwave_days ENV Ocean hazard d/a COUNTRY, REGION, GRID UNDRR_HIPS_2025 MH0708
在受控设施中处理的城市固体废物IND.ENV.pollution.msw_controlled_management.share ENV Pollution and waste coping capacity % COUNTRY, CITY SDG 11.6.1 EPI MSW
经安全处理的废水IND.WAT.quality.wastewater_safely_treated.share WAT Water quality coping capacity % COUNTRY, CITY SDG 6.3.1 EPI WWT
依赖 GNSS 的活动所产生的 GDP 占比IND.SPC.dependence.gnss_dependent_gdp.share SPC Space-service dependence exposure % COUNTRY, PORTFOLIO UNDRR_HIPS_2025 ET0102
依赖卫星且无备份的关键服务占比IND.SPC.dependence.satellite_service_exposure.share SPC Space-service dependence vulnerability % COUNTRY
位于高地电危害区的高压电网占比IND.SPC.dependence.grid_gic_exposure.share SPC Space-service dependence exposure % COUNTRY, ADM1
疟疾发病率IND.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
发生灾难性自付医疗支出的人口IND.HLT.system.catastrophic_oop HLT Health system capacity vulnerability % COUNTRY SDG 3.8.2 WB_WDI SH.UHC.OOPC.10.ZS
前往最近卫生设施的出行时间IND.HLT.system.health_facility_travel_time HLT Health system capacity vulnerability min COUNTRY, ADM1, ADM2, CITY, GRID
健康膳食成本IND.FOO.access.healthy_diet_cost FOO Access and affordability vulnerability [USD] COUNTRY WB_WDI CoHD_PPP
无力负担健康膳食的人口IND.FOO.access.healthy_diet_unaffordable FOO Access and affordability vulnerability % COUNTRY WB_WDI CoHD_headcount
农林渔业增加值,占 GDP 比重IND.FOO.agriculture.agri_value_added.gdp FOO Agricultural production and dependence vulnerability % COUNTRY WB_WDI NV.AGR.TOTL.ZS
农业就业,占总就业比重IND.FOO.agriculture.agri_employment_share FOO Agricultural production and dependence vulnerability % COUNTRY WB_WDI SL.AGR.EMPL.ZS
谷物单产波动性(15 年)IND.FOO.agriculture.cereal_yield_variability FOO Agricultural production and dependence vulnerability % COUNTRY
耕地植被健康指数IND.FOO.agriculture.vegetation_health_index FOO Agricultural production and dependence hazard {score} COUNTRY, ADM1, ADM2, GRID
极端贫困人口比例,每天 3.00 美元(2021 年 PPP)IND.SOC.poverty.extreme_poverty.usd300 SOC Poverty vulnerability % COUNTRY WB_WDI SI.POV.DDAY SDG 1.1.1
贫困人口比例,每天 4.20 美元(2021 年 PPP)IND.SOC.poverty.poverty.usd420 SOC Poverty vulnerability % COUNTRY WB_WDI SI.POV.LMIC
贫困人口比例,每天 8.30 美元(2021 年 PPP)IND.SOC.poverty.poverty.usd830 SOC Poverty vulnerability % COUNTRY WB_WDI SI.POV.UMIC
按国家贫困线计算的贫困人口比例IND.SOC.poverty.national_poverty SOC Poverty vulnerability % COUNTRY, ADM1 WB_WDI SI.POV.NAHC SDG 1.2.1
多维贫困人口比例(全球 MPI)IND.SOC.poverty.multidimensional_poverty SOC Poverty vulnerability % COUNTRY, ADM1 SDG 1.2.2 WB_WDI SI.POV.MPWB
基尼系数IND.SOC.inequality.gini SOC Inequality vulnerability {score} COUNTRY WB_WDI SI.POV.GINI
最低 40% 人群的收入或消费占比IND.SOC.inequality.bottom40_income_share SOC Inequality vulnerability % COUNTRY WB_WDI SI.DST.FRST.20
最低 40% 人群的消费或收入增长率IND.SOC.inequality.bottom40_growth SOC Inequality adaptive capacity % COUNTRY WB_WDI SI.SPR.PC40.ZG SDG 10.1.1
不平等造成的人类发展损失IND.SOC.inequality.human_development_loss SOC Inequality vulnerability % COUNTRY HDR loss
平均受教育年限IND.SOC.education.mean_years_schooling SOC Education adaptive capacity a COUNTRY HDR mys
预期受教育年限IND.SOC.education.expected_years_schooling SOC Education adaptive capacity a COUNTRY HDR eys
学习贫困IND.SOC.education.learning_poverty SOC Education vulnerability % COUNTRY WB_WDI SE.LPV.PRIM SDG 4.1.1
成人识字率IND.SOC.education.adult_literacy SOC Education adaptive capacity % COUNTRY WB_WDI SE.ADT.LITR.ZS SDG 4.6.1
性别不平等指数(UNDP)IND.SOC.gender.gender_inequality_index SOC Gender vulnerability {score} COUNTRY HDR gii
女性劳动力参与率IND.SOC.gender.female_labour_participation SOC Gender adaptive capacity % COUNTRY WB_WDI SL.TLF.CACT.FE.ZS
国家议会中女性所占席位IND.SOC.gender.women_in_parliament SOC Gender adaptive capacity % COUNTRY WB_WDI SG.GEN.PARL.ZS SDG 5.5.1
至少享有一项社会保护福利的人口IND.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
未就业、未受教育或培训的青年IND.SOC.protection.youth_neet SOC Social protection vulnerability % COUNTRY WB_WDI SL.UEM.NEET.ZS SDG 8.6.1 ILO SDG_0861_SEX_RT
非正规就业,占总就业比重IND.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
从事童工劳动的 5 至 17 岁儿童IND.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
人类发展指数(UNDP)IND.SOC.development.hdi SOC 人类发展 adaptive capacity {score} COUNTRY HDR hdi
不平等调整后人类发展指数(UNDP)IND.SOC.development.ihdi SOC 人类发展 adaptive capacity {score} COUNTRY HDR ihdi
总人口IND.DEM.population.total DEM 人口 context {persons} COUNTRY, ADM1, ADM2, GRID WB_WDI SP.POP.TOTL UN_WPP TPopulation1July
人口密度IND.DEM.population.density DEM 人口 context {persons}/km2 COUNTRY, ADM1, ADM2, GRID WB_WDI EN.POP.DNST UN_WPP PopDensity
人口增长率IND.DEM.population.growth DEM 人口 vulnerability % COUNTRY WB_WDI SP.POP.GROW UN_WPP PopGrowthRate
总和生育率IND.DEM.population.fertility_rate DEM 人口 context {births}/{woman} COUNTRY WB_WDI SP.DYN.TFRT.IN UN_WPP TFR
年龄抚养比IND.DEM.structure.age_dependency DEM Age structure vulnerability % COUNTRY WB_WDI SP.POP.DPND
65 岁及以上人口,占总人口比重IND.DEM.structure.share_65plus DEM Age structure vulnerability % COUNTRY WB_WDI SP.POP.65UP.TO.ZS
15 岁以下人口,占总人口比重IND.DEM.structure.share_under15 DEM Age structure vulnerability % COUNTRY WB_WDI SP.POP.0014.TO.ZS
城市人口,占总人口比重IND.DEM.urbanisation.urban_share DEM Urbanisation context % COUNTRY WB_WDI SP.URB.TOTL.IN.ZS
城市人口增长率IND.DEM.urbanisation.urban_growth DEM Urbanisation vulnerability % COUNTRY WB_WDI SP.URB.GROW
居住在贫民窟的城市人口IND.DEM.urbanisation.slum_share DEM Urbanisation vulnerability % COUNTRY WB_WDI EN.POP.SLUM.UR.ZS SDG 11.1.1
按原籍国统计的难民IND.DEM.displacement.refugees_origin DEM Forced displacement impact {persons} COUNTRY UNHCR REF WB_WDI SM.POP.REFG.OR
按原籍国统计的难民,每 100,000 人IND.DEM.displacement.refugees_origin.p100k DEM Forced displacement impact /10*5 COUNTRY SDG 10.7.4
收容的难民(庇护国)IND.DEM.displacement.refugees_hosted DEM Forced displacement exposure {persons} COUNTRY UNHCR REF WB_WDI SM.POP.REFG
收容的难民,每 100,000 人IND.DEM.displacement.refugees_hosted.p100k DEM Forced displacement exposure /10*5 COUNTRY
收容的寻求庇护者,每 100,000 人IND.DEM.displacement.asylum_seekers_hosted.p100k DEM Forced displacement exposure /10*5 COUNTRY UNHCR ASY
境内流离失所者,冲突和暴力(存量)IND.DEM.displacement.idp_conflict DEM Forced displacement impact {persons} COUNTRY, ADM1 IDMC conflict_total_displacement WB_WDI VC.IDP.TOCV UNHCR IDP
境内流离失所者,灾害(存量)IND.DEM.displacement.idp_disaster DEM Forced displacement impact {persons} COUNTRY, ADM1 IDMC disaster_total_displacement
境内流离失所者,每 100,000 人IND.DEM.displacement.idp_total.p100k DEM Forced displacement impact /10*5 COUNTRY
新增境内流离失所,冲突和暴力IND.DEM.displacement.new_displacement_conflict DEM Forced displacement impact 1 COUNTRY, ADM1 IDMC conflict_new_displacement WB_WDI VC.IDP.NWCV
新增境内流离失所,灾害IND.DEM.displacement.new_displacement_disaster DEM Forced displacement impact 1 COUNTRY, ADM1 IDMC disaster_new_displacement WB_WDI VC.IDP.NWDS
新增境内流离失所,每 100,000 人IND.DEM.displacement.new_displacement.p100k DEM Forced displacement impact /10*5 COUNTRY
净移民IND.DEM.migration.net_migration DEM Migration context {persons} COUNTRY WB_WDI SM.POP.NETM UN_WPP NetMigrations
净移民率IND.DEM.migration.net_migration_rate DEM Migration context /10*3 COUNTRY UN_WPP CNMR
国际移民存量,占人口比重IND.DEM.migration.migrant_stock_share DEM Migration context % COUNTRY WB_WDI SM.POP.TOTL.ZS
出生登记完整性IND.GOV.statistics.birth_registration GOV Statistical capacity coping capacity % COUNTRY WB_WDI SP.REG.BRTH.ZS SDG 16.9.1
距上次人口普查的年数IND.GOV.statistics.years_since_census GOV Statistical capacity vulnerability a COUNTRY SDG 17.19.2
可再生能源在最终能源消费总量中的占比IND.ENE.mix.renewable_share_tfec ENE Energy mix adaptive capacity % COUNTRY SDG 7.2.1 WB_WDI EG.FEC.RNEW.ZS
GDP 一次能源强度IND.ENE.mix.energy_intensity ENE Energy mix vulnerability MJ/[USD] COUNTRY SDG 7.3.1 WB_WDI EG.EGY.PRIM.PP.KD
化石能源发电占比IND.ENE.mix.fossil_electricity_share ENE Energy mix vulnerability % COUNTRY WB_WDI EG.ELC.FOSL.ZS
人均可再生能源装机容量IND.ENE.mix.renewable_capacity.pc ENE Energy mix adaptive capacity W/{person} COUNTRY SDG 7.b.1
企业在典型月份遭遇的停电次数IND.ENE.reliability.firm_power_outages ENE Reliability vulnerability /mo COUNTRY WB_WDI IC.ELC.OUTG
系统平均停电持续时间(SAIDI)IND.ENE.reliability.saidi ENE Reliability vulnerability h/a COUNTRY, ADM1, CITY ISO_37120 ISO 37120:2018
系统平均停电频率(SAIFI)IND.ENE.reliability.saifi ENE Reliability vulnerability /a COUNTRY, ADM1, CITY ISO_37120 ISO 37120:2018
采暖和制冷度日数IND.ENE.reliability.thermal_demand_degree_days ENE Reliability hazard K.d/a COUNTRY, ADM1, CITY, GRID
距全天候道路 2 km 以内的农村人口IND.INF.transport.rural_road_access INF Transport coping capacity % COUNTRY, ADM1 SDG 9.1.1
物流绩效IND.INF.transport.logistics_performance INF Transport coping capacity {score} COUNTRY WB_WDI LP.LPI.OVRL.XQ
班轮运输连通性(相对前沿水平)IND.INF.transport.liner_shipping_connectivity INF Transport coping capacity % COUNTRY WB_WDI IS.SHP.GCNW.XQ
人均航空客运量IND.INF.transport.air_passengers.pc INF Transport coping capacity {passengers}/a/{person} COUNTRY WB_WDI IS.AIR.PSGR
可便捷使用公共交通的城市人口IND.INF.transport.public_transport_access INF Transport coping capacity % CITY, ADM1, COUNTRY SDG 11.2.1 ISO_37120 ISO 37120:2018
位于高危害区的公路和铁路网络占比IND.INF.transport.network_exposed.share INF Transport exposure % COUNTRY, ADM1, ADM2, CITY, GRID
互联网使用者IND.INF.digital.internet_users INF Digital connectivity coping capacity % COUNTRY, ADM1, CITY SDG 17.8.1 WB_WDI IT.NET.USER.ZS
移动网络覆盖人口,按技术划分IND.INF.digital.mobile_network_coverage INF Digital connectivity coping capacity % COUNTRY, ADM1 SDG 9.c.1
每 100 名居民固定宽带订阅数IND.INF.digital.fixed_broadband INF Digital connectivity coping capacity /10*2 COUNTRY, ADM1 SDG 17.6.1 WB_WDI IT.NET.BBND.P2
国际连接路由冗余度IND.INF.digital.international_connectivity_redundancy INF Digital connectivity coping capacity 1 COUNTRY
全国范围互联网中断小时数IND.INF.digital.internet_disruption_hours INF Digital connectivity impact h/a COUNTRY
电网韧性IND.INF.utilities.power_grid_resilience INF Utilities coping capacity {score} COUNTRY, ADM1, CITY ISO_37123 ISO 37123:2019
供水网络韧性IND.INF.utilities.water_network_resilience INF Utilities coping capacity {score} COUNTRY, ADM1, CITY ISO_37123 ISO 37123:2019
具备 72 小时备用电源的关键设施IND.INF.utilities.critical_facility_backup_power INF Utilities coping capacity % COUNTRY, ADM1, CITY ISO_37123 ISO 37123:2019
位于高危害区的供水资产占比IND.INF.utilities.water_assets_exposed.share INF Utilities exposure % COUNTRY, ADM1, ADM2, CITY, GRID
位于高危害区的发电和电网资产占比IND.INF.utilities.power_assets_exposed.share INF Utilities exposure % COUNTRY, ADM1, ADM2, CITY, GRID
位于高危害区的生命线设施占比IND.INF.utilities.lifeline_facilities_exposed.share INF Utilities exposure % COUNTRY, ADM1, ADM2, CITY, GRID
基础设施投资缺口,占 GDP 比重IND.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
因灾害受损或被毁的关键基础设施单位IND.INF.disruption.critical_infrastructure_damage INF Service disruption impact 1 COUNTRY, ADM1 SENDAI D-1 SDG 11.5.2
因灾害受损或被毁的卫生设施IND.INF.disruption.health_facilities_damaged INF Service disruption impact 1 COUNTRY, ADM1 SENDAI D-2
因灾害受损或被毁的教育设施IND.INF.disruption.education_facilities_damaged INF Service disruption impact 1 COUNTRY, ADM1 SENDAI D-3
灾害导致的基本服务中断IND.INF.disruption.basic_service_disruptions INF Service disruption impact 1 COUNTRY, ADM1 SENDAI D-5
关键基础设施直接经济损失,占 GDP 比重IND.INF.disruption.critical_infrastructure_loss.gdp INF Service disruption impact % COUNTRY, ADM1 SENDAI C-5
扰乱关键服务的网络事件IND.CYB.incidents.critical_sector_incidents CYB Incidents impact 1 COUNTRY
15 分钟内可获得应急服务的人口IND.CRS.response.emergency_service_access CRS Response capacity coping capacity % COUNTRY, ADM1, CITY ISO_37120 ISO 37120:2018
冲击响应型社会保护准备度IND.CRS.response.shock_responsive_social_protection CRS Response capacity coping capacity {score} COUNTRY
05危害

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
Atmosphere水SolidBuilt252HAZARDS
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.
类别 领域 危害 Count
Convective storms 大气与天气 Thunderstorm, Lightning strike, Downburst, Tornado, Waterspout, Hail, Squall, Derecho … 11
Cyclonic storm systems 大气与天气 Tropical cyclone, Subtropical cyclone, Extratropical cyclone, Low-pressure system, Mediterranean tropical-like cyclone, Polar low, Rapid cyclone intensification, Explosive cyclogenesis 8
Damaging wind 大气与天气 Windstorm, Gale, Downslope windstorm, Clear-air turbulence 4
Precipitation extremes 大气与天气 Intense rainfall, Heavy snowfall, Snowstorm, Blizzard, Lake-effect snow band, Freezing rain, Structural icing 7
Thermal extremes 大气与天气 Heatwave, Humid heat stress, Cold wave, Livestock winter disaster, Hard freeze, Frost, Rapid thaw, Extreme night-time heat … 9
Airborne particles and low visibility 大气与天气 Fog, Dust storm, Dust haze, Haze, Smoke plume, Airborne allergen surge 6
Large-scale circulation anomalies 大气与天气 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 大气与天气 Extreme ultraviolet exposure, Stratospheric ozone loss episode 2
Freshwater inundation 水系统 River flood, Flash flood, Surface-water flood, Groundwater flood, Snowmelt flood, Ice-jam flood, Reservoir release flood, Natural-dam outburst flood … 9
Water deficit 水系统 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 水系统 Storm surge, Storm tide, Coastal flood, Estuary flood, High-tide flooding, Tsunami, Seiche, Rogue wave … 13
Ocean-state extremes 水系统 Marine heatwave, Ocean acidification, Marine oxygen depletion, Upper-ocean stratification increase, Marine cold spell, Lake and river heatwave 6
Water-quality degradation 水系统 Eutrophication, Harmful algal bloom, Freshwater salinisation, Sargassum seaweed influx 4
Fault shaking and rupture 固体地球 Earthquake, Induced earthquake, Aftershock sequence, Fault surface rupture, Soil liquefaction, Ground fissure, Earthquake swarm 7
Eruption products and unrest 固体地球 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 固体地球 Rockfall, Topple, Slope slide, Lateral spread, Debris flow, Earthflow and mudflow, Rock avalanche, Submarine landslide … 9
Ground deformation and subsidence 固体地球 Land subsidence, Crustal uplift, Sinkhole, Shrink-swell soil movement, Soft-soil settlement, Ground gas seepage, Mining-induced subsidence 7
Erosion and sediment movement 固体地球 Soil erosion, River bank erosion, Coastal erosion, Dune encroachment, Reservoir and channel siltation, River avulsion, Delta sediment starvation 7
Seabed and deep-sea hazards 固体地球 Turbidity current, Submarine volcanic eruption, Seabed gas escape, Pumice raft, Deep-sea mining disturbance 5
Structural and civil failure 建成系统 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 建成系统 Widespread power outage, Water supply failure, Sewer and drain failure, Gas supply network failure, Telecommunications outage, Emergency communications failure 6
Transport accidents 建成系统 Air transport accident, Maritime accident, Inland waterway accident, Rail accident, Road crash 5
Industrial and process accidents 建成系统 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 建成系统 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 建成系统 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 建成系统 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 建成系统 Navigation satellite system fault, Satellite communications outage, Weather and Earth-observation satellite gap, Satellite ground segment failure 4
Seabed infrastructure damage 建成系统 Subsea pipeline damage, Subsea power cable damage, Covert seabed infrastructure sabotage 3
Transport network disruption 建成系统 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 建成系统 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 建成系统 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 建成系统 Infrastructure deterioration, Deferred maintenance backlog, Reinforced concrete deterioration, Metal fatigue cracking, Ageing dam and reservoir stock, Legacy technology obsolescence, Infrastructure skills shortage 7
06尾部

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
–
在您的浏览器中运行

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.
07方法

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

风险暴露与资产情报

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

27 methods

关键基础设施和工业系统

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

18 methods

后果与损失

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.

09报告

Nexus Reports

Edition code
GS-10
Edition status
计划中
主题
Named by Nexus Reports

Nexus Reports

10引用

引用与再利用

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.