Draft, not yet released. In stewardship review. Not indexed until the first approved release.

Data appendix

The indicator set with its sources, the source registers, the licences of every kind of material and the formats of the edition.

10 min read0 figures8 tables17 notesNR-SECTOR-CITIES-GLOBAL-2026-BASELINE

Contents
  1. ·Edition home
  2. ·Executive summary
  3. 1Cities are where the systems meet
  4. 2Key findings
  5. 3Systems and sectors at baseline
  6. 4Risks and capability
  7. 5Heat wave followed by flooding in a subsiding coastal city
  8. 6Readings from the other desks
  9. 7The 2027 agenda
  10. 8Systems in depth
  11. AMethodology
  12. BData appendix
    1. B.1 The indicator set
    2. B.2 Global source register
    3. B.3 Regional reading: cities across ten clusters
    4. B.4 City-region card: low-lying delta and coastal cities
    5. B.5 How countries appear in the cities edition
    6. B.6 Licences
    7. B.7 Formats and provenance
  13. CReferences and record
  14. ·Complete edition, for print

B.1The indicator set

Table B.1Global baseline indicator set
IndicatorValueUnitYearStateSource
People in cities, Degree of Urbanisation45%2025Reported1
Urban population, national definitions57.8%2025Reported2
Urban population4.75billion2025Reported2
Megacities33cities2025Reported1
Population in slums, UN database24.8%2022Reported3
Population in slums, World Bank23.2%2022Reported2
Urban GHG emissions, consumption basis29GtCO2-eq2020Reported6
Urban GHG emissions, 2050 moderate case34GtCO2-eq2050Scenario6
Extreme heat exposure119billion person-days2016Reported14
People exposed to a 1-in-100-year flood1.81billion2020 gridReported13
PM2.5, urban, population-weighted27.3µg/m32023Reported3
PM2.5, rural, population-weighted15.7µg/m32023Reported3
Safely managed sanitation, urban65.8%2024Reported2
Convenient access to public transport60.9%2020Reported3
Convenient access to open public space44.2%2020Reported3
Subnational share of public investment39.5%2020Reported22
Subnational share of public spending21.5%2020Reported22
Heat-related deaths a year489,000deaths2000 to 2019Reported10

B.2Global source register

The governed source set behind this edition. Each source keeps its authority, coverage, cadence and role; categories describe origin, not truth.

Domains bound by the register

  • SYS
  • HLT
  • CLI
  • WAT
  • INF
  • FIN
  • BIO
  • ENE
  • FOO
  • MIN
Table B.3Global source register
SourceCategoryCoveragePeriodCadenceRole
UN DESA World Urbanization Prospects 20251intergovernmental agencyglobal2025biennialsettlement
World Bank World Development Indicators2intergovernmental agencyglobal2025annualurban series
UN Statistics Division SDG database3UN statistics agencyglobal2020 to 2024annualGoal 11 series
SDG Report 2025, Goal 114UN agenciesglobal2022 to 2025annualhousing, flood, waste
IPCC AR6 Working Group III chapter 86assessmentglobal2020cycleurban emissions
IPCC AR6 Working Group II chapter 67assessmentglobal2020cycleurban risk
WHO fact sheets8910UN agencyglobal2019 to 2026as updatedair, road, heat
OECD and UCLG observatory22intergovernmental organisation135 countries2020triennialsubnational finance
UN-Habitat World Cities Report 202412UN agencyglobal2024biennialfinance, climate
Rentschler et al.13peer-reviewedglobal2020 gridone-offflood exposure

B.3Regional reading: cities across ten clusters

Map plates follow with the regional Baseline Editions, when boundary sources and public-safe resolutions are bound. This page gives the regional reading in table form and ranks no region.

Table B.4Regional reading: cities across ten clusters
RegionPrincipal hazardsSystems most exposedBaseline evidence
North Americahousing cost burden 21.4% in Europe and Northern America; waste collection near universalhousing, servicesSDG Report 20254
South Americaurban emissions share 55% to 66% from 2000 to 2015 in Latin America and the Caribbean; waste collection 90.6%housing, servicesIPCC6; SDG Report4
Europeheat deaths: 36% of the global total and 61,672 excess deaths in 2022; EU buildings directive and mission citiesheat, buildingsWHO10; EU law2023
Eurasiaurban emissions share 57% to 62%, per capita 9.8 tCO2-eqpower, buildingsIPCC6
Middle East and North Africahousing cost burden 36.9% in Northern Africa and Western Asia; per capita urban emissions 9.6 tCO2-eq in the Middle Easthousing, powerSDG Report4; IPCC6
Africaurban emissions share 28% to 38%; waste collection 62.6% in Sub-Saharan Africa; housing cost burden 43.5%housing, servicesIPCC6; SDG Report4
South Asiaabout 390 million people flood-exposed in India; growth concentrated in Asiaflood, housingRentschler13; IPCC7
East Asiaabout 395 million flood-exposed in China; over one third of shrinking cities are in Chinaflood, ageing citiesRentschler13; UN DESA1
ASEANJakarta is the largest city on the new UN method at nearly 42 million; delta subsidenceflood, subsidenceUN DESA1; Nature16
Oceania-Pacificwaste collection 98.9% in Australia and New ZealandservicesSDG Report4

B.4City-region card: low-lying delta and coastal cities

  • delta
  • coastal
  • low-lying
  • subsiding
Systems in view
housing, drainage, power, transport, health
Defining evidence
delta surface-elevation loss across 40 deltas16; 48 major coastal cities26
Couplings
CLI → WAT flood; WAT → HLT illness; WAT → INF disruption
Capability evidence
110 countries report local risk reduction strategies4
Gaps
city-level loss series; adaptation plans in force
Agenda items
C-01 · C-07

Subsidence can exceed absolute sea-level rise as the main driver of relative sea-level rise in most of 40 deltas studied this century [16].

SUBSIDENCE

Sinking land

More than 1 billion people in low-lying cities and settlements are expected to be at risk from coastal hazards by 2050 [7].

EXPOSURE

Low-lying settlement

The studies assess regions and delta groups, not individual municipalities, and attribute no liability [16] [26].

LEARNING

Evidence limits

B.5How countries appear in the cities edition

Countries enter the cities edition through the urban chapters of their own national editions, on one card grammar. They are read against peer distributions and thresholds, never ranked.

Table B.5How countries appear in the cities edition
Card fieldWhat it showsSource
WEFH+B stateeach core system against peer distribution bandsnational edition
Couplingsthe national dependency matrixnational edition
Risk objectsthe national risk portfolionational edition
Capability rungsthe national capability laddernational edition
Evidence ageoldest and newest source datesnational source register

Editions in the 2026 Baseline programme

26national

countries and unions

10regional

clusters

16global

flagship and sector

14strategic

systems reports

20frontier

technology reports

How to read a country card

  • Each system is shown against the distribution of its peers, with thresholds where they exist
  • Couplings and risk objects come from the country’s own national edition
  • Capability rungs record evidence, not a judgement of institutions
  • Evidence age is printed, so older national data are visible as such
Table B.6National Baseline Editions in the 2026 programme
WaveCountries and unionsState
W0CanadaISSUED
W1United States, United Kingdom, France, Germany, Italy, Japan, European Union, SwitzerlandPLANNED
W2Mexico, Brazil, Argentina, Türkiye, Russian Federation, Saudi Arabia, United Arab Emirates, South Africa, Senegal, Kenya, African Union, India, China, Republic of Korea, Indonesia, Singapore, AustraliaPLANNED

B.6Licences

Table B.7Licences of each kind of material
MaterialLicence
TextCC BY 4.0
Dataon the licence of each source; Nexus tables CC BY 4.0
FiguresNexus figures CC BY 4.0; third-party as credited
Mapsboundary source and licence printed on each plate
MetadataCC0 1.0, as Zenodo publishes it
Third-party data, figures and textThe source’s own licence, credited where it is used; never relicensed
Nexus-authored text, tables and figures: CC BY 4.0 (SPDX CC-BY-4.0). Map plates print their boundary source and licence.

B.7Formats and provenance

Table B.8This edition in every format
FormatKindStateWhat it isIdentifier
Web editionHTMLOn this siteDraft in stewardship review; every value resolves to its source.NR-SECTOR-CITIES-GLOBAL-2026-BASELINE-v1.0.0
Print editionPDFAt releaseA4 portrait · screen, print and archival PDF, signed with the web edition at release.NR-SECTOR-CITIES-GLOBAL-2026-BASELINE-v1.0.0
Indicator dataCSV · JSONOn this site18 indicators with unit, year, status and source; the machine-readable copy ships with the evidence bundle at release.NR-SECTOR-CITIES-GLOBAL-2026-BASELINE data release v1
FiguresSVG · PNGOn this site4 on the web edition: headline figure, figure 1.3, coupling instrument, capability ladder.FIG-SECTOR-CITIES-GLOBAL-2026-BASELINE-*
SlidesPDFNot recordedNo slide deck is recorded for this edition.
Evidence briefHTML · PDFNot recordedNo evidence brief is recorded for this edition.
Dataset with DOIDataCiteAt releaseConcept and version DOI are minted at deposit; none is recorded yet.

Provenance

Edition pack
The edition’s content pack (JSON), from which the print and web editions are built
Evidence cut
DC-SECTOR-CITIES-GLOBAL-2026-B0, closed 30 September 2026
Reproducibility
sourced values cited; analytical values reproducible from stated parameters
Self-check
14 of 23 at evidence close; a fail on any item blocks release
Review
five passes scheduled before release (in Annex C)
Publisher of record
The Global Centre for Risk and Innovation (GCRI) for the Nexus Consortium
Corrections
Registry correction pathway; upheld corrections are published as notices with a new version

Notes

Numbers are the edition’s reference numbers, so a note reads the same in every chapter. The full list, with every source and its licence, is in Annex C. Annex C, references

  1. 1UN DESA Population Division (ed.), World Urbanization Prospects 2025: Summary of Results (publication page and press release; 45% of 8.2 billion people in cities, 33 megacities, more than 12,000 cities, Degree of Urbanisation). United Nations, New York, November 2025. Observation year 2025. Accessed 2026-11-03.back
  2. 2DATA VINTAGE AFTER CLOSE: World Bank (ed.), World Development Indicators, API extract of urban population, total population, urban agglomerations, urban access to electricity, clean cooking, safely managed drinking water and sanitation, slum share (database updated 8 October 2026). World Bank, Washington. Observation year 2025 (population) and 2024 (access). Accessed 2026-11-03.back
  3. 3UN Statistics Division (ed.), Global SDG Indicators Database, API extract of series EN_LND_SLUM, EN_ATM_PM25, EN_ACS_URB_OPENSP, SP_TRN_PUBL, EN_REF_WASCOL and SD_CPA_UPRDP (release 2026.Q3.G.01). United Nations, New York. Observation year 2024 (slums), 2023 (PM2.5) and 2020 (transport, open space). Accessed 2026-11-03.back
  4. 6IPCC (ed.), Urban systems and other settlements, chapter 8 in Climate Change 2022: Mitigation of Climate Change, Contribution of Working Group III to the Sixth Assessment Report of the IPCC (downloaded chapter, executive summary read). IPCC, Geneva, 2022. Observation year 2020. Accessed 2026-11-03.back
  5. 14Tuholske, C. et al., Global urban population exposure to extreme heat, Proceedings of the National Academy of Sciences 118(41), e2024792118 (open access full text, PMC). National Academy of Sciences, Washington, 2021. Observation year 2016 (series 1983 to 2016). Accessed 2026-11-03.back
  6. 13Rentschler, J., Salhab, M. and Jafino, B.A., Flood exposure and poverty in 188 countries, Nature Communications 13, 3527 (open access full text, PMC). Springer Nature, London, 2022. Observation year 2020 (population grid). Accessed 2026-11-03.back
  7. 22OECD and UCLG (eds.), World Observatory on Subnational Government Finance and Investment, 2022 highlights (135 countries; 2020 data). Organisation for Economic Co-operation and Development, Paris, and United Cities and Local Governments, Barcelona. Observation year 2020. Accessed 2026-11-03.back
  8. 10WHO (ed.), Climate change, heat and health, fact sheet (about 489,000 heat-related deaths a year, 2000 to 2019; Europe summer 2022). World Health Organization, Geneva. Observation year 2019. Accessed 2026-11-03.back
  9. 4United Nations (ed.), The Sustainable Development Goals Report 2025, Goal 11 (housing, flood, local risk reduction strategies, waste collection, national urban policies). United Nations, New York. Observation year 2024 (indicator data 2010 to 2024). Accessed 2026-11-03.back
  10. 7IPCC (ed.), Cities, settlements and key infrastructure, chapter 6 in Climate Change 2022: Impacts, Adaptation and Vulnerability, Contribution of Working Group II to the Sixth Assessment Report of the IPCC (downloaded chapter, executive summary read). IPCC, Geneva, 2022. Observation year 2020. Accessed 2026-11-03.back
  11. 8WHO (ed.), Ambient (outdoor) air pollution, fact sheet (4.2 million premature deaths in 2019; 99% of people above guideline levels). World Health Organization, Geneva. Observation year 2019. Accessed 2026-11-03.back
  12. 9WHO (ed.), Road traffic injuries, fact sheet (page dated 20 July 2026; about 1.16 million deaths a year). World Health Organization, Geneva. Observation year 2026 (page date). Accessed 2026-11-03.back
  13. 12UN-Habitat (ed.), World Cities Report 2024: Cities and Climate Action, key messages (report page; cities receive less than 20% of climate finance needed). United Nations Human Settlements Programme, Nairobi. Observation year 2024. Accessed 2026-11-03.back
  14. 20European Parliament and Council (eds.), Directive (EU) 2024/1275 of 24 April 2024 on the energy performance of buildings (recast), Official Journal of the European Union (downloaded text; Articles 7 and 12 read). Publications Office of the European Union, Luxembourg. Observation year 2024. Accessed 2026-11-03.back
  15. 23European Commission (ed.), EU Mission: climate-neutral and smart cities (mission page; 112 cities, 107 labelled). European Commission, Brussels. Observation year 2026 (page). Accessed 2026-11-03.back
  16. 16Global subsidence of river deltas, Nature (2026), open access full text, PMC. Springer Nature, London. Observation year 2026 (40 deltas, satellite radar). Accessed 2026-11-03.back
  17. 26Sinking cities, rising seas, Communications Engineering (2022), commentary on a Nature Sustainability study of relative land subsidence in 48 major coastal cities (open access full text, PMC). Springer Nature, London. Observation year 2022. Accessed 2026-11-03.back

Cite this annex

Valadbaygi, S. (Ed.). (2026). Annex B: Data appendix. In Global Cities Risk and Resilience Report 2026: Baseline Edition, The State of the World’s Cities and Urban Systems. (Baseline Edition 2026, Report No. NR-SECTOR-CITIES-GLOBAL-2026-BASELINE) [Draft under review]. The Global Centre for Risk and Innovation (GCRI).

Every citation form of the whole report, BibTeX and RIS included, is on the edition home. Cite this report

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CC BY 4.0 Free to read. Text and figures: CC BY 4.0. Data: CC0 1.0. Authors keep copyright. Published by GCRI Canada.

Sector signature

The sectors behind Global Cities and Urban Systems.

A reading aid: the sectors the findings run through and how strongly they depend on each other.

Select corners · hover lines6 / 15 relations

Context

Infrastructure and its partners

Infrastructure gives pipes, dams and treatment works to water (0.6), transmission and fuel logistics to energy (0.6) and access to care to health (0.5).

W · E · I · F · H · B

Sectors
4 of 6
Relations
6 of 15
Coupling
0.46 share of total

Strongest relations in play

  • Energy → Infrastructure · power for transport and telecoms0.8
  • Water → Energy · cooling water and hydropower0.6
  • Infrastructure → Water · pipes, dams and treatment works0.6
  • Water → Health · drinking water and sanitation0.7
Teaching values for a typical city-region, not measurements for any place. Coupling is the summed strength of the relations in play, as a share of all fifteen.
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