NXS-GRX · GS-12 · Global sector series
Global Earth observation
What Earth observation can and cannot see of risk: coverage, revisit, latency and the observing systems NXS-GRX depends on.
Page GRX-SER-GS-12Edition Baseline Edition 2026Evidence close 2026-09-30Subject Nexus ReportsNexus Reports GS-12 (planned)Values not yet publishedSnapshot 31a753f76
FIG 1 · Series at a glance
Domain indices
6
Climate physical hazard · Climate transition exposure · Multi-hazard exposure · Environmental pressure
Indicators
150
5 index domains
Hazard families
23
Space and near-Earth · Atmosphere and weather · Land and ecosystems
Methods
79
Hazard science · Risk data
6
domain indices
150
indicators in scope
4
hazard domains
4
client groups
01Scope
Scope and questions
The subject is the one named by the Nexus Reports programme for this code.
- Where does observation coverage leave risk unseen?
- Which indices depend on a single observing system?
- How quickly can observation confirm an event?
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 Earth observation index is builtGraph
01Domain indices
02Series index
03Readings
100%
List
- Climate physical hazardDomain index · IDX · CLI0-10 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).
- Climate transition exposureDomain index · IDX · CLI0-10 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).
- Multi-hazard exposureDomain index · IDX · HAZINFORM-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.
- Environmental pressureDomain index · IDX · ENV0-10 index of environmental pressure and ecosystem condition combining air pollution, land and forest degradation, biodiversity status, ocean condition and waste pressure.
- Space-weather exposureDomain index · IDX · SPC0-10 index of space-weather exposure as the product of the space-weather hazard and space-service dependence sub-indices; mostly modelled and expert inputs, so its grade is capped.
- Technology concentration riskDomain index · IDX · TECIndex of technology dependence, critical-mineral dependence and, inverted, innovation capacity and biosecurity oversight, on a 0-10 scale, higher meaning riskier.
- Global Earth observation indexSeries index · SERIES · GS-12What Earth observation can and cannot see of risk: coverage, revisit, latency and the observing systems NXS-GRX depends on.
- Country readingsOutput · OUTPUT · 195 profilesPublished with intervals and classes when the edition is released.
- Regional readingsOutput · OUTPUT · 5 regionsPublished with intervals and classes when the edition is released.
- Global readingOutput · OUTPUT · population or exposure weightedPublished with intervals and classes when the edition is released.
Not runIn progressDone
03Indices
Domain indices in this series
NXS-GRX · GS-12 · 195 profiles · 0–10 scale
Global Earth observation index, world
—
Values publish with the edition; the interval, class and change appear here.
| Index | Value | Change | Change % | 90% interval | Class · probability | Trend | Range |
|---|---|---|---|---|---|---|---|
| Climate physical hazardNXS-GRX · CLI | — | — | — | — | — | ||
| Climate transition exposureNXS-GRX · CLI | — | — | — | — | — | ||
| Multi-hazard exposureNXS-GRX · HAZ | — | — | — | — | — | ||
| Environmental pressureNXS-GRX · ENV | — | — | — | — | — | ||
| Space-weather exposureNXS-GRX · SPC | — | — | — | — | — | ||
| Technology concentration riskNXS-GRX · TEC | — | — | — | — | — |
Domains read: Hazard and exposure, Climate, Environment and biodiversity, Space environment, Technology and frontier.
04Indicators
150 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
| Indicator | Domain | Sub-domain | Component | Unit | Levels | Crosswalks |
|---|---|---|---|---|---|---|
| Expected annual fiscal cost of disasters, share of GDPIND.FIS.contingent.disaster_fiscal_cost.gdp | FIS | Contingent liabilities | vulnerability | % | COUNTRY | |
| 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 | |
| Natural-resource rents, share of GDPIND.ECO.concentration.natural_resource_rents.gdp | ECO | Export and import concentration | vulnerability | % | COUNTRY | WB_WDI NY.GDP.TOTL.RT.ZS |
| Net import reliance for critical mineralsIND.ECO.concentration.critical_minerals_import_reliance | ECO | Export and import concentration | vulnerability | % | 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 | Exposure | context | km2 | COUNTRY, ADM1, ADM2, CITY, GRID | |
| Produced capital stockIND.HAZ.exposure.capital_stock | HAZ | Exposure | context | [USD] | COUNTRY, ADM1, PORTFOLIO | |
| Built-up area in high-hazard zonesIND.HAZ.exposure.built_up_exposed | HAZ | Exposure | exposure | km2 | COUNTRY, ADM1, ADM2, CITY, GRID | |
| Built-up area in high-hazard zones, shareIND.HAZ.exposure.built_up_exposed.share | HAZ | Exposure | exposure | % | COUNTRY, ADM1, ADM2, CITY | |
| GDP generated in high-hazard zones, shareIND.HAZ.exposure.gdp_exposed.share | HAZ | Exposure | 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$) |
| PM2.5 exposure, population-weighted meanIND.ENV.air.pm25_exposure | ENV | Air quality | hazard | ug/m3 | COUNTRY, ADM1, CITY, GRID | WB_WDI EN.ATM.PM25.MC.M3 SDG 11.6.2 EPI PMD |
| Population exposed above the WHO PM2.5 guideline, shareIND.ENV.air.pm25_guideline_exceedance.share | ENV | Air quality | exposure | % | COUNTRY, ADM1, CITY | WB_WDI EN.ATM.PM25.MC.ZS |
| Seasonal peak ozone exposureIND.ENV.air.ozone_exposure | ENV | Air quality | hazard | [ppb] | COUNTRY, ADM1, CITY, GRID | |
| Land areaIND.ENV.land.land_area | ENV | Land and forests | context | km2 | COUNTRY, ADM1, ADM2, CITY | WB_WDI AG.LND.TOTL.K2 |
| Forest area, share of land areaIND.ENV.land.forest_cover.share | ENV | Land and forests | vulnerability | % | COUNTRY, ADM1 | SDG 15.1.1 WB_WDI AG.LND.FRST.ZS |
| Annual tree cover loss rateIND.ENV.land.tree_cover_loss.share | ENV | Land and forests | hazard | % | COUNTRY, ADM1, ADM2, GRID | EPI TCL |
| Degraded land, share of land areaIND.ENV.land.land_degradation.share | ENV | Land and forests | hazard | % | COUNTRY, ADM1, GRID | SDG 15.3.1 |
| Road densityIND.ENV.land.road_density | ENV | Land and forests | hazard | km/km2 | COUNTRY, ADM1, ADM2, CITY, GRID | |
| Red List IndexIND.ENV.biodiversity.red_list_index | ENV | Biodiversity | vulnerability | 1 | GLOBAL, REGION, COUNTRY | SDG 15.5.1 |
| Biodiversity Intactness IndexIND.ENV.biodiversity.biodiversity_intactness | ENV | Biodiversity | vulnerability | 1 | COUNTRY, ADM1, GRID | |
| Terrestrial protected areas, share of land areaIND.ENV.biodiversity.terrestrial_protected.share | ENV | Biodiversity | response | % | COUNTRY, ADM1 | WB_WDI ER.LND.PTLD.ZS |
| Key biodiversity areas covered by protected areasIND.ENV.biodiversity.key_biodiversity_area_protected.share | ENV | Biodiversity | response | % | COUNTRY, REGION | SDG 15.1.2 |
| Marine protected areas, share of territorial watersIND.ENV.ocean.marine_protected.share | ENV | Ocean | response | % | COUNTRY | WB_WDI ER.MRN.PTMR.ZS SDG 14.5.1 |
| Coastal eutrophication indexIND.ENV.ocean.coastal_eutrophication | ENV | Ocean | hazard | % | COUNTRY, REGION | SDG 14.1.1 |
| Average marine acidity (pH)IND.ENV.ocean.ocean_acidity | ENV | Ocean | hazard | [pH] | COUNTRY, REGION, SITE | SDG 14.3.1 |
| Fish stocks within biologically sustainable levelsIND.ENV.ocean.sustainable_fish_stocks.share | ENV | Ocean | vulnerability | % | GLOBAL, REGION, COUNTRY | SDG 14.4.1 |
| 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 generated per capitaIND.ENV.pollution.msw_generation.pc | ENV | Pollution and waste | hazard | kg/a/{person} | COUNTRY, CITY | |
| 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 |
| Mismanaged plastic waste per capitaIND.ENV.pollution.mismanaged_plastic_waste.pc | ENV | Pollution and waste | hazard | kg/a/{person} | COUNTRY, ADM1 | |
| GDP in sectors highly dependent on nature, shareIND.ENV.nature_dependence.nature_dependent_gdp.share | ENV | Nature dependence | exposure | % | COUNTRY, PORTFOLIO | |
| Crop production value dependent on animal pollination, shareIND.ENV.nature_dependence.pollinator_dependent_crops.share | ENV | Nature dependence | exposure | % | COUNTRY, ADM1 | |
| Water bodies with good ambient water qualityIND.WAT.quality.good_ambient_water_quality.share | WAT | Water quality | vulnerability | % | COUNTRY, ADM1 | SDG 6.3.2 |
| Wastewater flows safely treatedIND.WAT.quality.wastewater_safely_treated.share | WAT | Water quality | coping capacity | % | COUNTRY, CITY | SDG 6.3.1 EPI WWT |
| Severe geomagnetic storm days per yearIND.SPC.weather.severe_geomagnetic_storm_days | SPC | Space weather | hazard | d/a | GLOBAL | UNDRR_HIPS_2025 ET0101 EMDAT nat-ext-spa-geo |
| Geoelectric field amplitude at 100-year return periodIND.SPC.weather.geoelectric_field_rp100 | SPC | Space weather | hazard | V/km | COUNTRY, ADM1, GRID | |
| Strong solar radiation storm days per yearIND.SPC.weather.radiation_storm_days | SPC | Space weather | hazard | d/a | GLOBAL | UNDRR_HIPS_2025 ET0104 EMDAT nat-ext-spa-ene |
| 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 |
| 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 | |
| Cropland, share of land areaIND.FOO.agriculture.cropland.share | FOO | Agricultural production and dependence | exposure | % | COUNTRY, ADM1, ADM2, GRID | WB_WDI AG.LND.ARBL.ZS |
| Vegetation Health Index on croplandIND.FOO.agriculture.vegetation_health_index | FOO | Agricultural production and dependence | hazard | {score} | COUNTRY, ADM1, ADM2, GRID | |
| 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, 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 | |
| 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 |
| Heating and cooling degree daysIND.ENE.reliability.thermal_demand_degree_days | ENE | Reliability | hazard | K.d/a | COUNTRY, ADM1, CITY, GRID | |
| Critical-mineral import supplier concentrationIND.ENE.minerals.critical_mineral_import_concentration | ENE | Critical minerals | vulnerability | 1 | COUNTRY | |
| Road and rail network in high-hazard zones, shareIND.INF.transport.network_exposed.share | INF | Transport | exposure | % | COUNTRY, ADM1, ADM2, CITY, GRID | |
| 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 | |
| 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 |
| Direct economic loss to critical infrastructure, share of GDPIND.INF.disruption.critical_infrastructure_loss.gdp | INF | Service disruption | impact | % | COUNTRY, ADM1 | SENDAI C-5 |
| Gross domestic expenditure on R&D, share of GDPIND.TEC.capability.rd_expenditure.gdp | TEC | Technology capability | adaptive capacity | % | COUNTRY | SDG 9.5.1 WB_WDI GB.XPD.RSDV.GD.ZS |
| Researchers per million inhabitantsIND.TEC.capability.researchers_per_million | TEC | Technology capability | adaptive capacity | /10*6 | COUNTRY | SDG 9.5.2 WB_WDI SP.POP.SCIE.RD.P6 |
| High-technology exports, share of manufactured exportsIND.TEC.capability.high_tech_exports | TEC | Technology capability | adaptive capacity | % | COUNTRY | WB_WDI TX.VAL.TECH.MF.ZS SDG 9.b.1 |
| Semiconductor import supplier concentrationIND.TEC.concentration.semiconductor_import_concentration | TEC | Concentration and dependence | vulnerability | 1 | COUNTRY | |
| Cloud infrastructure provider concentrationIND.TEC.concentration.cloud_provider_concentration | TEC | Concentration and dependence | vulnerability | 1 | COUNTRY | |
| AI compute capacity under foreign or single-provider controlIND.TEC.ai.ai_compute_foreign_control | TEC | Artificial intelligence | vulnerability | % | COUNTRY | |
| Foundation-model provider concentrationIND.TEC.ai.foundation_model_concentration | TEC | Artificial intelligence | vulnerability | % | COUNTRY | |
| Biosafety and biosecurity oversight of high-containment laboratoriesIND.TEC.bio.biosecurity_lab_oversight | TEC | Biotechnology | coping capacity | {score} | COUNTRY |
05Hazards
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
| Family | Domain | Hazards | Count |
|---|---|---|---|
| Solar-terrestrial storms | Space and near-Earth | Geomagnetic storm, Solar flare radio blackout, Solar radiation storm, Ionospheric disturbance, Geomagnetically induced current, Satellite space-environment anomaly, Thermospheric drag surge, Radiation-belt electron enhancement … | 9 |
| Impacts and orbital hazards | Space and near-Earth | Near-Earth object approach, Meteorite impact, Airburst, Space debris, Orbital collision cascade, Uncontrolled re-entry, Spaceflight accident, Meteoroid stream encounter | 8 |
| 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 |
| Vegetation and peat fire | Land and ecosystems | Extreme fire weather, Wildfire, Wildland-urban interface fire, Peat and underground fire, Fire regime shift | 5 |
| Forest and woodland stress | Land and ecosystems | Deforestation, Forest dieback, Large forest disturbance, Forest pest invasion, Native forest insect outbreak | 5 |
| Land and wetland degradation | Land and ecosystems | Land degradation, Desertification, Soil quality decline, Soil salinisation and sodicity, Wetland loss, Mangrove loss, Peatland drainage and degradation, Soil sealing … | 9 |
| Biodiversity and species stress | Land and ecosystems | Biodiversity loss, Coral bleaching, Pollinator decline, Fishery collapse, Mass wildlife mortality, Human-wildlife conflict, Wildlife disease panzootic, Insect decline … | 12 |
| Climate-state shifts | Land and ecosystems | Abrupt climate-system shift, Volcanic cooling | 2 |
| Ecosystem regime shifts | Land and ecosystems | Kelp forest collapse, Seagrass meadow loss, Lake clear-to-turbid shift, Woody plant encroachment, Coastal habitat squeeze, Food-web collapse | 6 |
| Planetary boundary transgressions | Planetary boundaries and Earth-system tipping | Climate-forcing boundary transgression, Global temperature overshoot, Global warming acceleration, Atmospheric methane surge, Extinction-rate boundary transgression, Biosphere functional integrity loss, Land-system change boundary transgression, Blue-water flow disturbance … | 14 |
| Ice tipping elements | Planetary boundaries and Earth-system tipping | Greenland ice sheet tipping, West Antarctic ice sheet collapse, East Antarctic subglacial basin retreat, Arctic winter sea-ice collapse, Antarctic sea-ice regime shift, Regional glacier extinction | 6 |
| Ocean circulation and marine tipping | Planetary boundaries and Earth-system tipping | Atlantic overturning weakening, Atlantic overturning collapse, Subpolar gyre convection collapse, Antarctic overturning slowdown, Arctic Ocean atlantification, Warm-water coral reef die-off, Marine methane hydrate destabilisation | 7 |
| Biome tipping elements | Planetary boundaries and Earth-system tipping | Amazon rainforest dieback, Boreal forest southern dieback, Boreal forest northern advance, Tropical forest carbon-sink reversal, Sahel vegetation regime shift | 5 |
| Carbon-cycle feedbacks | Planetary boundaries and Earth-system tipping | Permafrost carbon release, Abrupt permafrost thaw emission, Subsea permafrost greenhouse gas release, Wetland methane feedback, Land carbon sink weakening, Ocean carbon sink weakening, Soil carbon respiration feedback | 7 |
| Atmospheric circulation and monsoon tipping | Planetary boundaries and Earth-system tipping | South Asian monsoon regime shift, West African monsoon regime shift, South American monsoon weakening, East Asian monsoon regime shift, Tropical belt widening, Tropical Pacific regime change, Jet-stream regime change, Marine stratocumulus deck breakup … | 9 |
| Deep-time and cosmic catastrophes | Planetary boundaries and Earth-system tipping | Supereruption, Large-magnitude explosive eruption, Flood-basalt eruption episode, Impact winter, Comet shower, Solar superflare, Gamma-ray burst, Nearby supernova … | 10 |
06Methods
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.
37 methods
Hazard science
Hazard Intensity Footprint Screening · Earthquake Hazard · Earthquake Ground Motion · Earthquake Rupture · Liquefaction · Landslide · Tsunami …
24 methods
Risk data
Source Discovery · Source Fitness · Rights Resolver · Freshness Resolver · Provenance Resolver · Data Quality · Missingness Semantics …
18 methods
Exposure and asset intelligence
Asset Exposure Aggregation · Physical Asset Inventory · Building Inventory · Population Exposure · Economic Exposure · Replacement Cost · Business Interruption Exposure …
07Users
Who uses it
Governments and national risk agencies
Prioritise prevention and preparedness; Plan with subnational layers; Track Sendai targets; Co-develop a national index
UN system and humanitarian organisations
Compare needs across contexts with intervals; Watch weekly signals for review; Read outlooks for anticipatory planning
Insurers, reinsurers and risk pools
Read hazard, exposure and protection-gap context; Run scenario and tail analytics; Study parametric index design questions
Universities and research
Replicate every value; Study methods; Contribute data and review
08Reports
Nexus Reports
- Edition code
GS-12- Edition status
- planned
- Subject
- Named by Nexus Reports
09Cite
Cite and reuse
GCRI Canada (2026). The Global Risks Index (NXS-GRX): Global Earth observation series (GRX-SER-GS-12), Baseline Edition 2026. Preparatory working draft. https://risksindex.com/series/gs-12/ UNI NXS-GRX-AR-000070.
- Series key
grix:SER.GS-12:{ISO3}:{YEAR}:A- Domain keys
nis:IDX.CLI.physical_chronic.climate_physical_risk:{ISO3}:{YEAR}:Anis:IDX.CLI.transition.transition_risk:{ISO3}:{YEAR}:Anis: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.
Status
The methodology, structure and definitions of The Global Risks Index are a preparatory working draft (2026), circulated for review and comment and not for implementation. No value appears until an edition is released from a governed evidence cut; values then carry intervals, classes, sources and their correction pathway. Simulators run the published methods on numbers you choose and never show a NXS-GRX value.
What NXS-GRX is not
NXS-GRX is research and risk-analytics information. It is not a credit or ESG rating and uses no rating scale, not a benchmark for financial instruments, not official statistics, not an emergency warning or official classification, and not advice. It must not be used to evaluate natural persons. Risk classes are bands on a published scale, never rankings of countries or people.
Institutions and sources
The Nexus Consortium is stewarded by three independent not-for-profit institutions: GCRI Canada as Lead Institution, Consortium Secretariat and lead contracting organization, The Global Risks Forum (GRF) and The Global Risks Alliance (GRA). Technology, infrastructure and service providers work with the Consortium at arm's length under written agreements, like every other external party in the public-private-planet model, and hold no role in its stewardship.
Every value carries the attribution of its sources, which keep their own licences. External names are cited for interoperability only. Nexus-authored text is intended for CC BY 4.0 on release.
Avis en français
La méthodologie et les définitions du NXS-GRX sont un projet de travail préparatoire (2026). Le NXS-GRX est une information de recherche et d'analyse des risques : ni notation, ni indice de référence financier, ni statistique officielle, ni alerte, ni conseil. Les classes de risque sont des bandes sur une échelle publiée, non des classements.