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GCRI · Society and Human Development

Reviewed models and scenarios

Model descriptions for Society and Human Development are published here once reviewed, with their assumptions, evidence and validation. They describe models; they are not live simulations.

01Workspace

The workspace for reviewed models and scenarios.

Pipeline

Reviewed models and scenarios · Workspace WS-02 · Example interface, not a record

One stage waitingGCRI · Society and Human Development

Stages

  1. Ingest5 sources
  2. Validateschema · licence
  3. Transformversioned
  4. ModelSocial
  5. Testheld-out
  6. Releasewith limits

Artefacts

Household surveyv5.6To checkSURVEY
Displacement trackingv3.9OpenREPORTED
Social registryv6.5To checkPublished statistics
School recordsv3.6OpenREPORTED

Compute quota

share used vs alert level

CPU hours43 used of 80 used limitStorage69 used of 90 used limitGPU hours40 used of 70 used limit
Pipeline.Illustrative interface; not live data.

Society and Human Development · Pipeline. Pipeline: example names and illustrative values, not a record.

02What is shown

Released, referenced and rights-cleared.

  • Time and space reference for every view.
  • Sources and licence.
  • Uncertainty and known limits.
  • Version and date of release.
03Model classes

The kinds of model human development work relies on.

Model classOpen examplesQuestion it answersValidation
Small-area estimationSurvey and census modelsLocal povertyCensus validation
Displacement modelsAgent-based and statistical modelsMovement after shocksObserved displacement
04Process

How the process runs.

Process explorer · Process

Reviewed models and scenarios: Hazard, exposure, vulnerability

10 steps4 stages

Process

Reviewed models and scenarios: Hazard, exposure, vulnerability

In IPCC AR6 Working Group II, climate risk results from interactions between hazards and a system’s exposure and vulnerability, and responses can add risk.

  1. 01 Drivers

    1. 01HazardDataset · Local authorityThe potential occurrence of a natural or human-induced physical event or trend that may harm people, property, services or ecosystems.
    2. 02ExposureDataset · Local authorityThe presence of people, livelihoods, species, ecosystems, infrastructure or assets in places and settings that could be adversely affected.
    3. 03SensitivityDataset · Local authorityThe degree to which a system or species is affected, either adversely or beneficially, by climate variability or change.
    4. 04Capacity to cope and adaptDataset · Local authorityThe ability of systems, institutions, humans and other organisms to adjust to damage, take opportunities or respond to consequences.
  2. 02 Assessment

    1. 05Risk from responsesComponent · Local authorityRisks from climate responses arise when responses miss their objectives, or from trade-offs or negative side effects.
    2. 06VulnerabilityComponent · Local authorityThe propensity or predisposition to be adversely affected. It includes sensitivity to harm and lack of capacity to cope and adapt.
    3. 07RiskModel · Society and Human DevelopmentRisk results from dynamic interactions between hazards and the system’s exposure and vulnerability. Each may be uncertain and change.
  3. 03 Response

    1. 08Risk management and responseStep · Local authorityRisk management is plans, actions, strategies or policies that reduce the likelihood or size of adverse consequences.
    2. 09Residual riskRecord · Local authorityThe climate impact risk that remains after adaptation and mitigation efforts. Adaptation can redistribute risk between areas and groups.
  4. 04 Decision

    1. 10Decision by the responsible partyDecision · Local authorityThe framing names no single decision maker. Decisions on responses rest with the responsible party under its own rules.

Outline of an external standard or method, from its public sources. It describes what the framework says, not a record of any run. It does not show that Nexus or any partner performs, certifies or approves a step. A gate is a step of the method, never a Nexus approval.

05Status

Releases appear as they are reviewed.

Analysis runs in Foundry; reviewed releases are listed here.

06Sources

Where this page’s references lead.

The bodies and documents this page is read against. Status and editions change; each link goes to the issuing body.

07Questions

Questions and answers.

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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.

GCRISociety and Human DevelopmentCountry Systems Risk and ResilienceEvidence Brief
Society and Human Development

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