G-P17 · NETWORK · counterpartsGCRI dossier · service level R0
GCRIFuture of Work and SkillsIn development
The same field across the Consortium

The same field across the Consortium

Where work and skills, society and human development and artificial intelligence are studied as science at GCRI, governed at GRF and understood financially at GRA, with links to each counterpart platform.

Make an enquiry Back to Future of Work and Skills
Publisher
The Global Centre for Risk and Innovation
Field
Work and skills, Society and human development, Artificial intelligence
Status
In development
Service level
R0: information and enquiries

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Layers 2

People and exposure

Latest available

NASA GIBS / EOSDIS · ASTER GDEM (METI, NASA) · Natural Earth

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Population density, night-time lights, air quality, heat and floods, framed on Southeast Asia.Satellite and model products as NASA publishes them, each with its own date; indicators, not assessments of any place; claim ceiling INTEGRATED.

Data: NASA GIBS · ASTER GDEM · Natural EarthSources and licences

  • We acknowledge the use of imagery provided by services from NASA's Global Imagery Browse Services (GIBS), part of NASA's Earth Science Data and Information System (ESDIS). Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • We acknowledge the use of imagery provided by services from NASA's Global Imagery Browse Services (GIBS), part of NASA's Earth Science Data and Information System (ESDIS). Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • Center for International Earth Science Information Network (CIESIN), Columbia University. 2018. Gridded Population of the World, Version 4 (GPWv4): Population Density, Revision 11. NASA Socioeconomic Data and Applications Center (SEDAC). Licensed under CC BY 4.0. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). CC BY 4.0
  • VIIRS Black Marble night-time lights, NASA Goddard Space Flight Center; distributed by the NASA Level-1 and Atmosphere Archive and Distribution System (LAADS DAAC); imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • OMI nitrogen dioxide (Aura) and OMPS aerosol index (Suomi NPP), NASA; distributed by the NASA GES DISC; imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • VIIRS near-real-time products (flood, land surface temperature, snow cover, corrected reflectance), NASA LANCE; imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • ASTER GDEM is a product of METI and NASA (ASTER Global Digital Elevation Model V003, NASA LP DAAC); imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • Made with Natural Earth. Free vector and raster map data @ naturalearthdata.com. Public domain
  • Globe: MapLibre GL JS 6.9.1, BSD-3-Clause, © MapLibre contributors.

Layers and dates

  • Population density, 2020: Population: CIESIN, Columbia University, Gridded Population of the World v4.11 (2018), NASA SEDAC, CC BY 4.0 · static
  • Night-time lights, daily: VIIRS Black Marble (VNP46A2), NASA LAADS DAAC · 12 Oct 2026
  • Nitrogen dioxide, lower atmosphere column: OMI Aura, NASA GES DISC · 10 Oct 2026
  • Land surface temperature, day, 8-day composite: VIIRS NOAA-20 Level 3, 8-day, NASA LANCE · 14 Sep 2026
  • Flood water, 3-day composite: VIIRS Global Flood Product, NASA LANCE · 14 Oct 2026

STEM methods
5
Canonical methods this field applies
Topics
8
Subject pages in the field
Counterparts
5
Platforms in shared fields at GCRI, GRF and GRA
Report series
2
Nexus Reports series it contributes to
01In brief

The short answer.

Future of Work and Skills counterparts are the platforms at GRF and GRA that work on the same fields under other mandates, among them Innovation Nexus and AI and Digital Governance at GRF as well as Institutional Funds Nexus and AI and Financial Model Risk at GRA. GCRI studies a field as science, GRF governs it and GRA builds shared financial understanding of it, so each counterpart shows another side of work and skills.

02Canvas

One field, three institutions.

Canvas · one field, three institutionsDesign, not a record
One field, three institutions: Future of Work and Skills and its counterpartsGCRI studies the field as science, GRF governs and convenes it, GRA builds shared financial understanding; the Nexus Universe tests work across them and the competent authorities decide. Design of the arrangement, not a record.

Fig.How GCRI, GRF and GRA share one field while the authorities decide. Design, not a record.

03Counterparts

Platforms in the same field.

04Three sides

How work and skills science meets governance and finance.

AI and digital governance is GRF's; institutional funds and pension exposure are GRA's. Future of Work and Skills supplies the labour evidence; the chapter covers education and skills.

05Field gateways

One gateway per field.

06Key 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
Counterpart platformA platform at another Consortium institution that works in a shared field under a different mandate: science at GCRI, governance at GRF or financial understanding at GRA.
Field gatewayA GCRI page for one field that links the platforms studying it as science, governing it and building financial understanding of it, with the methods they share.
Science-policy interfaceThe arrangements through which scientific evidence reaches public decisions, including advisory committees, chief scientific advisers, academies and intergovernmental assessments.
07Sources

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.

08Connected

Where this page leads across the Consortium.

Counterpart05
09Questions

Questions and answers.

Why three institutions?
Each brings a different mandate: science and evidence at GCRI, governance and convening at GRF, and shared financial-sector understanding at GRA.
Related

Around Future of Work and Skills.

Future of Work and Skills

Bring your expertise to this field.

The current service level is R0: information and enquiries. 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.

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