GRA · Public Finance and Sovereign Debt

Spatial financeWhere capital meets hazard, exposure and transition

Public Finance and Sovereign Debt

Fiscal risk, sovereign debt and public balance sheet resilience, distinct from sovereign wealth investing. Public Finance and Sovereign Debt is an established platform of The Global Risks Alliance.

STEM methods
4
Canonical methods this field applies
Topics
8
Subject pages in the field
Counterparts
6
Platforms in shared fields across the network
Report series
2
Reports series it contributes to
01Register

21 pages under Public Finance and Sovereign Debt.

Public Finance and Sovereign Debt
  1. 01STEM methods4 canonical methods applied
  2. 02Topics8 subject pages
  3. 03Counterparts6 platforms in shared fields
  4. 04Report series2 Reports series
  5. 05Industry scopeIndustry scope and publisher
  6. 06Financial disciplineFinancial discipline overview
  7. 07Professional researchProfessional research
  8. 08Technology emergingTechnology and emerging practices
02Frameworks

What the work is read against.

The platform does not set standards. It reads its evidence against the frameworks that competent bodies have adopted, so a finding can be placed where a decision-maker already works.

Framework or standardBodyWhat it sets
Debt Sustainability Framework for Low-Income CountriesInternational Monetary Fund and World BankJoint assessment of external and public debt distress risk for countries eligible for concessional finance
Sovereign Risk and Debt Sustainability Framework for market access countriesInternational Monetary FundAssessment of sovereign stress risk and debt sustainability over near, medium and long horizons
Common Framework for Debt Treatments beyond the DSSIG20 with the Paris ClubA process for coordinated debt treatment for eligible low-income countries involving bilateral, multilateral and private creditors
Global Sovereign Debt Roundtable restructuring playbookIMF, World Bank and G20 presidency co-chairsA non-binding summary of steps, concepts and processes in recent sovereign restructurings
Fiscal Transparency CodeInternational Monetary FundStandards for fiscal reporting, forecasting and budgeting, fiscal risk analysis and resource revenue management
Public Expenditure and Financial Accountability (PEFA) frameworkPEFA partners, secretariat hosted by the World BankIndicators for assessing public financial management performance
International Public Sector Accounting StandardsInternational Public Sector Accounting Standards Board (IPSASB)Accrual accounting standards for governments and public sector entities
Principles on Promoting Responsible Sovereign Lending and BorrowingUnited Nations Conference on Trade and Development (UNCTAD)Shared responsibilities of lenders and borrowers for sustainable sovereign finance
Government Finance Statistics Manual and Public Sector Debt Statistics GuideInternational Monetary Fund with partner organisationsStatistical standards for compiling and reporting government finance and public debt
03Monitor

Debt sustainability console.

The screen a team would use to follow this field: its measures, states and decisions. Names are examples and values are illustrative.

Debt sustainability console: the screen’s structure, terms and states for Sovereign C.Example names and illustrative values; a design, not a record or a live system.
05Scenario model

Sovereign debt paths and the odds of breaching a threshold.

The distribution of debt paths, and the share above a threshold of concern at the horizon, that sovereign investors and rating analysts read from a fan chart. Teaching model with stated illustrative values, not a prediction.

  • Median, 25% to 75% and 10% to 90% bands
  • No shocks

Controls

Debt today
70% of GDP
Effective nominal interest rate
5.0%
Nominal GDP growth
4.5%
Primary balance
−0.5% of GDP
Volatility of growth
2.0 points
Volatility of the interest rate
1.0 points
Years ahead
10 years
Threshold of concern
90% of GDP

Readouts

Median debt at the horizon
79% of GDP
Paths above the threshold at the horizon
4%
Primary balance that stabilises debt
0.3% of GDP
Numbers, methods and sources
Year10%25%Median75%90%
070.070.070.070.070.0
169.069.970.872.073.0
268.970.472.073.574.9
369.071.072.974.976.3
469.671.573.875.777.6
569.572.174.676.979.2
670.172.575.578.280.7
770.873.376.579.582.3
871.374.077.280.884.2
971.374.478.281.785.3
1071.975.278.782.886.4

Methods

  1. Debt dynamics and the interest-growth differential Blanchard (2019), Public debt and low interest rates, American Economic Review 109
  2. Stochastic fan charts Celasun, Debrun and Ostry (2006), IMF Staff Papers 53
  3. Sovereign risk and debt sustainability framework IMF (2022), Staff Guidance Note on the SRDSF

Data

No observed data enters this model: it runs on the teaching values set by the controls, to be replaced with a programme’s own evidence.

Sovereign debt paths and the odds of breaching a threshold. Illustrative teaching model: it runs on the values set by the controls, not on measured data. Methods: Debt dynamics and the interest-growth differential (Blanchard (2019), Public debt and low interest rates, American Economic Review 109); Stochastic fan charts (Celasun, Debrun and Ostry (2006), IMF Staff Papers 53); Sovereign risk and debt sustainability framework (IMF (2022), Staff Guidance Note on the SRDSF).
06Coverage

The areas of sovereign and public finance this platform takes on.

Public Finance and Sovereign Debt studies how governments raise, spend and borrow, and how fiscal risk becomes debt distress: debt sustainability, contingent liabilities from guarantees and state enterprises, subnational finances, commodity-dependent revenue, public investment, social and health spending, climate and disaster costs, and the transparency of debt data. Its pages set out the mechanisms, frameworks, data and decision holders, with every source labelled. Global Risks Alliance shares industry understanding and does not assess, rate or advise any government or creditor.

Area

Debt sustainability

Whether a government can meet its debt obligations without unrealistic adjustment, and the frameworks used to assess it.

Area

Contingent liabilities

Guarantees, state-owned enterprises, public-private partnerships and financial sector support that can become public debt.

Area

Subnational fiscal risk

Borrowing and spending by regions, provinces and cities, and the rules and bailout expectations that govern them.

Area

Commodity and revenue risk

Dependence on volatile revenue from oil, gas, minerals or narrow tax bases, and fiscal rules that manage it.

Area

Public investment efficiency

How well public investment turns money into assets and services, and the institutions that shape it.

Area

Social and health expenditure

Spending on health, education and social protection, its fiscal pressures and its protection in adjustment.

Area

Climate and disaster fiscal risk

How physical climate risk, disasters and the transition affect revenue, spending and debt.

Area

Debt transparency and data

Coverage, timeliness and disclosure of public debt data, including collateralised and hidden debt.

07Twin and cascade simulator

Trace a shock in Public Finance and Sovereign Debt to the balance sheet.

Assembled from the Nexus Standards area profile Disaster and climate risk finance: the shocks it names, the systems and sectors that carry the loss, the controls that dampen it and the data that observe it. Pick an initiating shock and step through the cascade to see which exposures it reaches and where losses could concentrate. The Map view places the run on an example geography with open data. Every weight is a stated assumption. An exercise, not a forecast, a valuation, a rating or investment advice. To model a place of your own choosing, open the full System Builder.

Hazards

  • Tropical cyclone
  • Earthquake
  • Ice-jam flood
  • Storm surge (set off downstream)
  • Intense rainfall (set off downstream)
  • River flood (set off downstream)
  • Flash flood (set off downstream)
  • Dangerous surf (set off downstream)
  • Widespread power outage (set off downstream)
  • Mass displacement (set off downstream)
  • Coastal flood (set off downstream)
  • Aftershock sequence (set off downstream)
  • Fault surface rupture (set off downstream)
  • Soil liquefaction (set off downstream)
  • Slope slide (set off downstream)
  • Rockfall (set off downstream)
  • Tsunami (set off downstream)
  • Building collapse (set off downstream)

Controls

  • NS-0 Constitution and principles
  • NS-3 Risk record UNIs (grammar, legacy crosswalk, allocation authority)
  • NS-9 Contextual UNIs (deployments, instances, programme instances)
  • NS-10 Policies and clauses (machine-readable obligations: definition, binding, evaluation and enforcement)
  • NS-11 Verification and monitoring (evidence, attestations, zero-trust conformance observation)
  • NS-14 Conformance and crosswalk to external standards
  • NRS-F8 Parametric and index-based risk transfer
  • NRS-F7 Disaster risk finance and pre-arranged finance
  • NRS-H113 Hazard family: Financial-system fragility (NHS-1 soc.financial-system)
  • NRS-H114 Hazard family: Macroeconomic and fiscal shocks (NHS-1 soc.macro-fiscal)
  • NRS-D1 Risk-informed development and project screening
  • NRS-H28 Hazard family: Climate-state shifts (NHS-1 eco.climate-state)

Observation

  • ERA5 reanalysis (Copernicus Climate Data Store) (listed for reference)
  • CHIRPS quasi-global gridded precipitation (listed for reference)
  • USGS earthquake GeoJSON summary feeds (listed for reference)
  • Total public international support for national disaster risk reduction actions (Sendai indicator F-1)
  • Direct economic loss attributed to disasters in relation to global GDP

Example geography

  • Western Europe: 152 hexagonal cells
  • Rain rate, last half hour (IMERG), NASA GIBS
  • Night lights tonight, outages (VIIRS Day/Night Band), NASA GIBS
  • Surface water through cloud, 30 m (OPERA DSWx-S1 radar), NASA GIBS
  • Surface soil moisture (SMAP), NASA GIBS
08Overview

What Public Finance and Sovereign Debt does.

Public finance and sovereign debt is the study of how governments raise, spend and borrow and how fiscal risk becomes debt distress. Global Risks Alliance’s platform explains debt sustainability, contingent liabilities, subnational and revenue risk, investment, social spending, climate costs and debt transparency. It does not assess or rate any sovereign.

Who it serves

Its community

Public finance analysts; sovereign risk researchers; debt and fiscal specialists.

How it works

Its methods

Fiscal stress analysis; debt sustainability concepts; contingent liabilities.

What it produces

Its outputs

Sovereign risk briefs; public-finance readiness methods.

09Exposure, loss and capital

What Public Finance and Sovereign Debt means for exposure, loss and capital.

The exposure, loss, scenario and capital views a risk officer, supervisor or ministry of finance would ask for, with the frameworks they report against. Structures follow supervisory and actuarial practice. Values are illustrative: never prices, ratings or advice.

Capital, solvency and fiscal indicators

The indicators a risk officer, supervisor or ministry of finance reads first on Public Finance and Sovereign Debt.

IndicatorUnitWho reads itFramework
Public debt% of GDPMinistries of finance, IMFDebt Sustainability Framework
Gross financing needs% of GDP per yearMinistries of finance, investorsDebt Sustainability Framework
Contingent liabilities% of GDP, by sourceMinistries of financeFiscal risk statements
Interest to revenue% of revenueMinistries of finance, rating usersPublic finance statistics
Sovereign spreadbasis points over a benchmarkInvestors, debt managersMarket data
CET1 ratio% of risk-weighted assetsBanks, supervisorsBasel framework
Liquidity coverage ratio% of stressed outflowsBanks, central banksBasel framework
Source: the frameworks named in each row. Indicator names, units and frameworks only; values belong to each institution’s own reporting and are never shown here.

Financing instruments by layer

How retention and transfer instruments could share losses from Public Finance and Sovereign Debt, from frequent to extreme.

Retention and reservesFrequent, low severityContingent creditModerateParametric cover and risk poolsSevereReinsurance and catastrophe bondsRare, extremeResidual lossBeyond all layersseverity rises upward
LayerWho holds the riskSpeed of fundsMain limit
Retention and reservesBudget, contingency fundsImmediateSize of the budget
Contingent creditDevelopment banks, ministries of financeDays to weeksDebt capacity
Parametric cover and risk poolsRegional pools, insurersDays, on a triggerBasis risk
Reinsurance and catastrophe bondsReinsurers, capital markets investorsWeeks to monthsCost of capital
Residual lossHouseholds, firms, humanitarian fundingUncertainUnfunded
Risk layering as described in disaster risk finance practice; instruments are illustrative of the structure, not offers, prices or advice.
NGFS climate scenarios · Network for Greening the Financial SystemIFRS S2 Climate-related Disclosures · ISSBTCFD recommendations · Financial Stability Board TCFDPrinciples for the effective management of climate-related financial risks · Basel Committee on Banking Supervision
10The problem

Public balance sheets absorb the shocks others cannot.

When disasters strike, pandemics spread, banks fail or commodity prices collapse, governments are the insurer of last resort. They fund relief and reconstruction, support incomes, recapitalise institutions and maintain essential services. Their capacity to do this depends on the strength of the public balance sheet: the level and structure of debt, the stability of revenues, the reserves available and the credibility of fiscal institutions.

Sovereign debt is sustainable when a government can meet its obligations without an unrealistically large adjustment. That depends on the interest rate on debt relative to economic growth, the primary budget balance, the currency and maturity of borrowing, and who holds the debt. Shocks to any of these can tip a sustainable position into distress. Debt in foreign currency becomes heavier when the exchange rate falls; short maturities expose governments to sudden rises in borrowing costs; and hidden or contingent liabilities can crystallise without warning.

Fiscal distress cascades. Banks holding government bonds lose capital, credit to firms tightens, public investment and social spending are cut, and growth slows, worsening the debt position further. Defaults and restructurings are long and costly for debtors, creditors and citizens. Shared understanding of these channels serves the whole financial system, which holds, prices and depends on sovereign debt.

11Spatial finance

Hazard geography and debt that can pause.

Hazard geography by country beside a debt clause that pauses payments after a disaster. Design index, not a rating.

Countries by their exposure to coasts, cyclones and earthquakes, beside a debt clause that pauses payments after a disaster.Geometric design index, not a rating; a reference bond, not any issuer’s terms.
12What the platform does

Shared understanding, not lending or advice.

Public Finance and Sovereign Debt is designed for public finance analysts, sovereign risk researchers and debt and fiscal specialists.

Briefs

Sovereign risk briefs

Sector-level analysis of fiscal stress, debt structure and the shocks that reach public budgets, with uncertainty stated.

Methods

Public-finance readiness methods

Ways to organise fiscal and contingent liability evidence so a competent institution can review it independently.

Concepts

Debt sustainability concepts

Explanations of how sustainability is assessed, what the frameworks measure and where they fall short.

GRA does not lend, underwrite, rate, invest, advise on or arrange transactions, including sovereign borrowing or debt restructuring, and it introduces no counterparties. Readiness work is not approval. GRA’s programmes are designed around competition-law safeguards that keep cooperation precompetitive, set out in a written competition policy.

13Foundations and counterparts

Methods from the STEM Commons, partners across the Consortium.

The platform applies economics and development economics, econometrics, scenario design and stress testing and decision analysis under uncertainty, each described with its assumptions on the STEM foundation of Public Finance and Sovereign Debt. Inside Foundry it works with the NXS-DSS (decision cases and deliberation) and The Global Risks Index (NXS-GRX) systems, and its work is designed for the Finance and Insurance Readiness and Country Systems Risk and Resilience report series. Fiscal shock and contingent liabilities is its planned theme in the annual Universe programme.

Economic and hazard science comes from The Global Centre for Risk and Innovation (GCRI), including Economic Development at The Global Centre for Risk and Innovation (GCRI), Climate and Hazards at The Global Centre for Risk and Innovation (GCRI) and Disaster Resilience and Recovery at The Global Centre for Risk and Innovation (GCRI). At the Global Risks Forum (GRF), Capital Nexus at the Global Risks Forum (GRF) convenes leaders on capital for shared risks and Disaster and Crisis Governance at the Global Risks Forum (GRF) convenes crisis governance. Within GRA, Sovereign Capital Nexus covers the investor side of the sovereign balance sheet and Disaster Risk Finance covers instruments for disaster costs. All counterparts are listed on counterparts across the Consortium.

14Grounding

Built on named science, technology, engineering and mathematics.

Every claim on Public Finance and Sovereign Debt rests on methods with a canonical page in the STEM Commons, so readers can see what a finding depends on and where its limits lie.

Economics and development economicsEconometricsScenario design and stress testingDecision analysis under uncertainty

See the STEM foundation of Public Finance and Sovereign Debt

15Cycle

How work moves in this field.

A question becomes evidence, a governed build, an organised community, a controlled test, a reviewed publication and, finally, a decision taken by the competent authority under its own rules.

  1. Question Universe National, regional or institutional priority. Question in Public Finance and Sovereign Debt
  2. Evidence Foundry STEM foundation of the platform. Evidence in Public Finance and Sovereign Debt
  3. Build Foundry Foundry. Build in Public Finance and Sovereign Debt
  4. Organise Universe Nexus ecosystem. Organise in Public Finance and Sovereign Debt
  5. Test Universe Universe (independent site). Test in Public Finance and Sovereign Debt
  6. Publish Reports Reports. Publish in Public Finance and Sovereign Debt
  7. Decide Competent authority Competent authorities and institutions, through NXS-RLS (participants, agreements and handoffs). Decide in Public Finance and Sovereign Debt
  8. Renew Universe Corrections and the next annual agenda. Renew in Public Finance and Sovereign Debt

Each step of the cycle in the pillar it runs in; the decision stays with the competent authority, outside the programme.

16Six pillars

How this works across the six pillars.

Public Finance and Sovereign Debt works through six pillars of one annual programme, led by the Nexus Consortium, with GCRI, GRF and GRA each contributing in its role: explore, experiment and prototype in Labs, build, simulate and prepare in Foundry, convene and test in Universe, codify, correct and apply in Nexus Standards, publish in every format in Reports, teach in the open in Risk Academy.

Select pillars · hover lines18 / 18 handoffs

Route

The whole programme

Every pillar hands its work to another; together they close the year’s feedback loops.

L · F · U · S · R · A

Pillars
6 of 6
Handoffs
18 of 18
Loops
17 closed

Handoffs in play

  • F01Universe → Foundry · Admitted mission becomes a cycle project with a decision caseReadiness preparation
  • F02Foundry → Universe · Core Build Report and go or no-go evidenceControlled build
  • F03Foundry → Reports · Sealed observations and indicator series behind a profileCloseout
  • F04Universe → Reports · After-action and scenario findings for chapters 10 and 13After-action review

and 14 more

F01 to F14 are the recorded handoffs of the programme year, each with the artefact that moves and its phase; R1, R2, R3 and R4 carry work around the ring. A loop counts when every pillar on it is selected. Every pillar is led by the Nexus Consortium.
  1. LabsWhere questions become experiments and prototypes: new methods, data and tools are tried in the open, with their limits on record, before the Foundry builds them, under the Nexus Consortium.Labs
  2. FoundryWhere exposure and scenario evidence is built so supervisors, insurers and investors can read it.Public Finance and Sovereign Debt in FoundryFoundry
  3. UniverseWhere scenarios are tested in controlled exercises, and finance-readiness dialogues read what they mean for capital and cover.Public Finance and Sovereign Debt in Universeuniverse.nexus
  4. Nexus StandardsWhere disclosure and data rules are codified so risk evidence is comparable for finance and insurance.Finance, Insurance and the Economy in Standardsnexustandards.com
  5. ReportsWhere sector analysis and the finance and insurance readiness series are published, with exposure and limits stated.Public Finance and Sovereign Debt in ReportsReports
  6. Risk AcademyWhere finance, insurance and public-finance professionals learn to read risk evidence, on Risk Academy.Faculty of Finance and Economics in Academyrisksacademy.com
20Questions

Questions and answers.

Who publishes Public Finance and Sovereign Debt?
The Global Risks Alliance (GRA) publishes Public Finance and Sovereign Debt and is responsible for what it publishes. GRA is a nonprofit business league for the financial services industry. It does not lend, underwrite, rate, invest, advise on or arrange transactions, and readiness work is not approval.
Is Public Finance and Sovereign Debt active?
Public Finance and Sovereign Debt is an established platform of The Global Risks Alliance. Information and enquiries are open today. An enquiry receives a reference and names the next step; applications, payments, compute allocations and registrations open only when their team, terms and review capacity exist.
How can I contribute?
Start with the participation paths or write to the contact form. An enquiry receives a reference; it does not create membership, a role or an assignment.
Where are findings published?
Reviewed outputs appear on the publications page, and contributions to the Reports series are listed on Publish in Reports.
Which values on this platform are real?
Indicator names, units, sources, methods and frameworks are real. Levels in figures and canvases are examples in a design. A programme replaces them with labelled evidence it owns.
How do I report an error?
Use corrections and concerns, or write to the integrity concern form. A correction is recorded as a new version, never a silent edit.
How is this platform different from Sovereign Capital Nexus?
This platform studies what governments owe and the risks to their budgets; Sovereign Capital Nexus studies the assets states invest. Debtor obligations and investor mandates carry different risks.
Does the platform rate sovereigns or predict defaults?
No. GRA issues no ratings, scores or default predictions. It builds shared understanding of fiscal risk channels.
ReportsContribute

Contribute evidence from this page.

Reports is the Consortium’s quarterly publication. What you know about this subject can become evidence, a case or a correction in the next edition, credited to you and published under CC BY 4.0 where it is your own work.

Global Risks AlliancePublic Finance and Sovereign DebtFinance and Insurance ReadinessCountry Systems Risk and Resilience
How it works

How Public Finance and Sovereign Debt works.

Choose a view and press Play to follow the platform’s process, its programme year, the standards it applies and how its findings are published. The outline shows how the work is designed to run, not the status of any decision.

Public Finance and Sovereign Debt

How Public Finance and Sovereign Debt works

Platforms · Programme year · Standards · Reports

A platform joins a field to named methods, labelled evidence and the outputs it publishes, without becoming the authority it serves.

  1. 01 Scope

    1. 01Field and familiesStart · The platform leadThe home states the field, its families and who it serves.
    2. 02Topic dossiersRecord · Platform authorsTopics explain the subject with labelled evidence.
  2. 02 Evidence

    1. 03Evidence labelsRecord · GCRIEach value is labelled: observed, published statistics, estimated, modelled, scenario or unknown.
    2. 04MethodsStep · Method ownersMethods come from the STEM Commons, each with one canonical page.
  3. 03 Work

    1. 05Scenarios on the systemsModel · Foundry pillarScenarios run on the Nexus systems, labelled as scenario.
    2. 06Standards that applyRecord · Nexus StandardsThe platform names the standards that apply. A validator report is evidence for review.
  4. 04 Publish

    1. 07EditionsRecord · ReportsFindings are published through Reports with their limits.
    2. 08Authority decidesOutcome · The competent authorityDecisions and execution stay with the government, operator or licensed institution.

Public Finance and Sovereign Debt home · Platforms · Shared methodsAn outline of how the work is designed to run; it does not report the status of any decision or record.

Take part

Take part in Public Finance and Sovereign Debt.

Start from who you are. Answer an open call. Or form and lead a competence cell on the Public Finance and Sovereign Debt platform.

Route

National institutions

Ministries, statistics offices and agencies: a national desk and chapter, and a seat in the working groups. National chapters

Route

Sectors and professions

Operators, regulators, banks, insurers and professional bodies whose work touches Public Finance and Sovereign Debt. Participate

Route

Learning

Courses and practice, with a record of every course completed. Free to study. Open learning

Route

Standards

Draft, review and adopt the methods and data standards with the working groups. Working groups

Route

Communities and research

Universities, civil society and individual experts: projects, data and review. Write to the team

The Global Risks Index

Every figure on this page is indexed: hazards, climate, conflict, the world.

The Index is the Consortium’s indexing system for risk data. Every indicator, hazard, series and country profile carries its Nexus Standards identifier, its source and its licence, so what this page shows can be traced, corrected and reused.

  1. 01 · Sources205 registered sourcesEvery value keeps its source and licence; withheld values are counted.Data and licences
  2. 02 · Nexus StandardsNIS-1 and NHS-1451 indicators, 905 hazards; every record carries a UNI.Nexus Standards
  3. 03 · The Index54 series, 195 country profilesComputed on the standards; no value is published until an edition is released.The Global Risks Index
  4. 04 · This pagePublic Finance and Sovereign DebtMaps, figures and feeds read the Index in the context of hazards, climate, conflict.Public API
Sources205registered, each with its licence
Indicators451NIS-1, 106 composites, 20 domain indices
Hazards905NHS-1, crosswalked to UNDRR-ISC HIPs
Series54global, sector, strategic, technology, thematic
Country profiles195one site per country

Series in this context hazards, climate, conflict

  1. GLBGlobal SystemsThe state of interdependent global risk: the twenty domain indices aggregated to the world, the five core systems (water, energy, food, health, biodiversity) and their couplings, the global tail register and the gap…NXS-GRX-AR-000002Hazards · Climate · Conflict
  2. THDisaster Risk Intelligence (DRI)Signals, observations, event streams, geospatial layers and scenario packs turned into structured risk intelligence for preparedness and planning.NXS-GRX-AR-000111Hazards · Climate · Conflict
  3. GSGlobal CitiesUrban exposure, heat, flooding, informal settlement, service dependency and the economic weight of cities at risk.NXS-GRX-AR-000068Hazards · Infrastructure · Climate
  4. GSGlobal ClimateChronic and acute physical climate hazard, transition exposure, adaptation gaps and scenario pathways to 2030, 2050 and 2100.NXS-GRX-AR-000065Climate · Hazards · Finance

All 54 series · The 20 domain indices

Country profiles the world

Every country profile carries the source and licence of each value. Correct a value or reply

Hazard domains NHS-1

Geodata and API open

Open layers on an equal-area hexagon grid, shown as densities per km² or as symbols: People · GHSL 2025People · WorldPop 2025Built-up areaPortsAirportsRoadsRailwaysRivers and lake centrelines

/api/v1/public/grix · https://nexustandards.com/uni/{uni}
Developers · Data · Made with Natural Earth, Public domain; GHSL and WorldPop, CC BY 4.0

Snapshot of the Index registries pinned 2026-10-23 · 22c6eed. Research and risk-analytics information: not a rating, an official classification, a warning, a benchmark or advice.

Public Finance and Sovereign Debt

Bring an exposure or capital question to the Alliance.

Information and enquiries are open today. An enquiry receives a reference and names the next step; applications, payments, compute allocations and registrations open only when their team, terms and review capacity exist.

The Global Risks Alliance

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Our articles, maps and twins are free to read and free to republish. Readers and partners keep it that way.

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Who funds us

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Independence

Editors and the expert reviewers named on each article decide what we publish. Funders and partners do not review or approve articles before publication.

Licence

Articles: CC BY 4.0. Figures, maps, twins and data: CC BY 4.0. Other uses: ask through the permissions form.