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Topic dossier · Climate and Nature Financial Risk

Scenario analysis

Climate scenario analysis asks how financial institutions would fare under different climate and policy pathways. Supervisors use it in exploratory exercises; firms use it to test strategy and meet disclosure rules. Scenarios translate emissions, temperatures and policy into macroeconomic and sector variables, then into losses. This page sets out how climate scenario analysis works, where it falls short, and who decides how it is used.

01In brief

The short answer.

Climate scenario analysis is the assessment of how financial institutions would fare under alternative climate and policy pathways. Scenarios such as the NGFS set are translated into macroeconomic, sector and credit variables, adding uncertainty at each step. Supervisors, boards, disclosure preparers and the NGFS decide how it is used.

02Spatial finance

A loan book under scenario families.

How physical and transition risk could reach a loan book under different scenarios. Illustrative design values.

A loan book across Europe under physical and transition risk.Design values; NGFS scenario names are labels only, not stress test results.
03Console

Climate scenario analysis, in outline.

The working screen behind this subject: its structure, terms and states. Names are placeholders and values illustrative.

Climate scenario analysis

Scenario analysis · Bank loan book · Exercise 2

Disorderly case breaches appetiteGRA · Climate and Nature Financial Risk

Scenario pipeline

  1. Select scenariosorderly · disorderly · hot house
  2. Pathwayscarbon price · GDP
  3. Sector impactsmargins
  4. Physical hazardsassets
  5. Credit parametersPD · LGD
  6. Portfolio losscapital
  7. Discloselimits

PD uplift by sector and scenario

basis points, illustrative

Expected loss path

Climate scenario analysis: the screen's structure, terms and states for Scenario analysis.Placeholder names and illustrative values; a design, not a record or a live system.
04The question

Scenario analysis: how the risk develops.

Horizon, assumptions and limitations. The dossier below sets out how the risk develops, what is measured, where the data come from, how it is modelled and who decides.

Mechanism

Scenarios set narratives

Reference scenarios such as those from the NGFS describe orderly, disorderly and hot-house paths. Each implies different carbon prices, damages and growth.

Mechanism

Translation adds uncertainty

Scenario variables must be translated into sector output, firm revenues, property values and default probabilities. Each step adds model uncertainty.

Mechanism

Horizons outrun balance sheets

Climate effects unfold over decades; balance sheets turn over in years. Static balance sheet assumptions make long-horizon results illustrative.

Mechanism

Damage functions understate tails

Many scenario damage estimates omit tipping points, compound events and indirect effects, which can understate severe outcomes.

05Key terms

Terms used on this page.

Each term as this page uses it. Where a standard-setting body defines the term, the wording follows that body.

TermDefinition
Orderly transitionA scenario in which climate policy is introduced early and becomes gradually more stringent.
Hot house worldA scenario in which limited policy action leads to severe physical risk.
Damage functionA relationship between climate change and economic loss used in scenario models.
06Indicators

What is measured, and how well.

Each indicator carries its unit, its cadence, the kind of source behind it and the evidence label a value would carry. No values are shown: a programme supplies them under its own authority.

IndicatorUnitCadenceSource typeLabel
Credit loss under climate scenarioscurrency or basis points of exposureper exerciseSupervisory and internal exercisesMODELLED
Change in probability of default by sectorpercentage pointsper exerciseScenario modelsMODELLED
Insurance losses under physical scenarioscurrencyper exerciseInsurer scenario analysisMODELLED
Portfolio value change under transition scenariospercentper exerciseInvestor scenario analysisMODELLED
Supervisory climate exercises completedcount by authorityannualSupervisor publicationsOFFICIAL
Scenario variables publishedcount of variables and regionsper vintageNGFS scenario databaseOFFICIAL
07Canvas

From sources to decisions.

The topic as a computational graph: named sources feed the methods, an evidence review gates the outputs, and the decisions stay with the authorities that hold them.

Pipeline canvas · Scenario analysis as a run graphDesign, not a record
Scenario analysis: climate scenario analysis pipelineOrderly, disorderly and hot house scenarios supply pathways for carbon prices and macro variables; transition and physical channels change sector and asset outcomes; credit parameters and portfolio losses follow, and results are disclosed with their limits. Design of the process, not a record of a run.

Fig. 02Nodes carry their type, two metric rows and a state; connectors show what feeds what; dashed frames name the owners; the timeline is the cadence. Design of the pipeline, not a record of a run.

08Sources

Where the evidence comes from.

Named public datasets and institutional records, each with its licence class. Sources by agreement are used only under their terms and never republished.

SourceWhat it givesLicence class
NGFS Scenarios Portal and databaseLong-term and short-term climate scenarios with variablesFree, NGFS terms
ECB economy-wide climate stress test and supervisory exercise reportsMethods and results of euro area exercisesFree, ECB terms
Bank of England Climate Biennial Exploratory Scenario reportExploratory scenario exercise for banks and insurersFree, Bank of England terms
Federal Reserve pilot climate scenario analysis reportExploratory exercise with large United States banksPublic domain
IPCC AR6 scenario databaseEmissions and climate pathwaysFree, terms per dataset
09Decisions

Who decides, and what the evidence serves.

Climate and Nature Financial Risk prepares evidence. The decisions below are taken by the authorities named, under their own rules, and never by the platform.

Who decidesThe questionEvidence this page serves
Supervisors and central banksWhich scenarios to use and how results inform supervisionScenario design, exercise findings and limits
Bank, insurer and investor boardsHow scenario results inform strategy and risk appetiteInternal and supervisory scenario results
Disclosure preparersHow to report scenario analysis under IFRS S2Standard requirements and peer practice
The NGFSHow scenarios are updatedUser feedback and research

Outputs this topic produces

  • Guide to climate scenario families and their assumptions
  • Method note on translating scenarios to credit and market risk
  • Brief on the limits of damage functions
  • Questions for boards using scenario results
10Core questions

What scenario designers ask.

  • What question is the scenario meant to answer, and over what horizon?
  • Which pathways, such as orderly, disorderly or hot-house futures, are relevant?
  • How are physical and transition effects combined?
  • How sensitive are results to assumptions, and how should they be communicated?
11Mechanisms

Why scenarios rather than forecasts.

Climate and nature risks unfold over decades under deep uncertainty about policy, technology and the climate system. History is a poor guide, and probabilities for different futures are not well defined. Scenarios address this by exploring a range of internally consistent futures, often based on reference sets such as those published by the Network for Greening the Financial System.

Scenario results depend heavily on their assumptions and on the models used to translate them into economic and financial terms. Many models have historically understated physical damages, omitted tipping points and assumed smooth adjustment, which may make severe outcomes look milder than they could be.

12Methods and data

Building and using scenarios.

  1. 01

    Reference scenarios

    Using shared pathways for comparability, with scenario design and stress testing. Reference scenarios may not fit every institution's question.

  2. 02

    Integrated assessment and macro models

    Linking emissions, policy and the economy, with financial economics and macro-finance. Damage functions are a known weakness.

  3. 03

    Sector and asset translation

    Mapping macro paths to sectors and assets. Each translation step adds uncertainty.

  4. 04

    Sensitivity and reverse stress testing

    Testing which assumptions matter most and what would cause severe outcomes.

13Methods

How it is studied, and what the methods cannot say.

14Questions

Questions and answers.

Are climate scenarios forecasts?
No. They are internally consistent pathways used to explore how outcomes could differ under different policy and climate assumptions.
What are the NGFS scenarios?
Reference climate scenarios published by the Network for Greening the Financial System, covering orderly, disorderly and hot-house world paths, with long-term and short-term variants.
Why do climate stress tests show small losses?
Often because of static balance sheets, short horizons, damage functions that omit tail effects and limited second-round effects. Exercises state these limits.
Is a climate scenario a forecast?
No. It is a plausible, internally consistent description of one possible future, used to explore vulnerabilities rather than predict outcomes.
Why might scenarios understate risk?
Because many models use damage functions that understate severe impacts, omit tipping points and assume orderly adjustment.
Does the platform run scenarios for individual firms?
No. It publishes method guidance and sector examples. Institutions run their own analyses.
What is reverse stress testing?
Starting from a severe outcome and working backwards to identify which combinations of events could cause it.
Climate and Nature Financial Risk

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