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.

9 min read0 figures8 tables16 notesNR-SECTOR-EO-GLOBAL-2026-BASELINE

Contents
  1. ·Edition home
  2. ·Executive summary
  3. 1Observation is where evidence begins
  4. 2Key findings
  5. 3Systems and sectors at baseline
  6. 4Risks and capability
  7. 5Observation gap under an extreme season
  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: Earth observation across ten clusters
    4. B.4 Observing card: Copernicus Sentinel constellation and data ecosystem
    5. B.5 How countries appear in the Earth observation 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
Global temperature above 1850 to 1900 (WMO)1.43°C2025Reported3
Global temperature above 1850 to 1900 (Copernicus)1.47°C2025Reported4
Sea level rise rate4.75mm a year2025Reported3
Objects larger than 10 cm in orbit (modelled)54,000objects2024Reported1
Active payloads among them (modelled)9,300payloads2024Reported1
Intact objects re-entering1,200objects2025Reported1
Copernicus data online78PB2024Reported9
Data delivered by Copernicus Data Space Ecosystem200PB2024Reported9
Landsat products downloaded145million2025Reported10
ESA Earth Observation Programme subscriptions3.4EUR billion2025Reported7
ESA subscriptions, all programmes22.3EUR billion2025Reported7
Institutional space budgets106EUR billion2023Reported24
Countries with multi-hazard early warning119countries2025Reported2
Forest area4.14billion ha2025Reported6
Gross deforestation rate, 2015 to 202510.9million ha a year2025Reported6
GEO members117members2026Reported19
Landsat 8 availability below 50% (projected)2030year2026Scenario10
Terra end of science (projected)Feb 2027date2026Scenario12

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

  • CLI
  • INF
  • DAT
  • FIN
  • HLT
  • BIO
  • AIC
  • GOV
  • WAT
  • FOO
Table B.3Global source register
SourceCategoryCoveragePeriodCadenceRole
WMO State of the Global Climate 20253intergovernmental agencyglobal2025annualclimate indicators
Copernicus Global Climate Highlights 20254EU service operated by ECMWFglobal2025annualtemperature
ESA Space Environment Report1space agencyglobal2025annualorbital environment
Copernicus Data Space Ecosystem report9EU programme data serviceglobal2024annualdata access
USGS Landsat statistics10national agencyglobal2025annualdata access
ESA Council CM25 documents78space agencyEurope2025triennialfunding
UNDRR and WMO status report2UN agenciesglobal2025annualearly warning
FAO Global Forest Resources Assessment6UN agencyglobal2025every five yearsforest extent
GCOS Implementation Plan16intergovernmental programmeglobal2022periodicobserving gaps
GEO membership document19intergovernmental initiativeglobal2026annualcoordination

B.3Regional reading: Earth observation 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: Earth observation across ten clusters
RegionPrincipal hazardsSystems most exposedBaseline evidence
North Americarecord continuity of Landsat and NASA flagshipsland, climate, weatherUSGS statistics10; NASA mission note12
South Americaforest loss and fire in primary forestforests, climateWRI tree cover loss data5
Europeopen data hub and programme fundingdata, climate, financeCDSE report9; ESA subscriptions7
Eurasianot bound in this editionnot boundregional statistics (not bound)
Middle East and North Africanot bound in this editionnot boundregional statistics (not bound)
Africain situ gaps; lowest warning scoreswarning, food, healthGCOS plan16; early warning status2
South Asianew radar mission with an Indian partnerland, ice, hazardsNASA mission page13
East Asiahighest regional early warning coverage in Asia-Pacificwarning, climateearly warning status2
ASEANin situ gaps in Southeast Asiawarning, forestsGCOS plan16
Oceania-Pacificsmall island developing States at 43% warning coveragewarning, oceanearly warning status2

B.4Observing card: Copernicus Sentinel constellation and data ecosystem

  • constellation
  • open data
  • cloud archive
  • Europe
Systems in view
climate, land, ocean, hazards, data
Defining events
Sentinel-1D reached orbit on 4 November 202514
Couplings
EO → CLI records; EO → FOO crop monitoring; EO → HLT warning
Capability evidence
nearly 80 PB online and more than 200 PB delivered in 20249
Gaps
2025 use statistics; ground segment contingency
Agenda items
O-02 · O-03

The data service reports nearly 80 PB online, up to 40 TB of new data a day across the programme and nearly 290,000 registered users [9].

DATA

Open access at scale

Sentinel-1D is the last of the first Sentinel-1 series [14]. Continuity of the series depends on follow-on missions funded in the ESA programmes [7].

SECURITY

Constellation continuity

The annual report is an operator account of use and performance, not an independent evaluation [9].

LEARNING

Public annual report

B.5How countries appear in the Earth observation edition

Countries enter the Earth observation edition through the observation and data 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 Earth observation 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-EO-GLOBAL-2026-BASELINE-v1.0.0
Print editionPDFAt releaseA4 portrait · screen, print and archival PDF, signed with the web edition at release.NR-SECTOR-EO-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-EO-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-EO-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-EO-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. 3WMO (ed.), State of the Global Climate 2025, one-page summary of the report released 23 March 2026. World Meteorological Organization, Geneva. Observation year 2025 (greenhouse gases 2024). Accessed 2026-11-03.back
  2. 4Copernicus Climate Change Service (ed.), Global Climate Highlights 2025. ECMWF, Reading, for the European Commission. Observation year 2025. Accessed 2026-11-03.back
  3. 1ESA Space Debris Office (ed.), ESA’s Annual Space Environment Report, issue 10.0, 1 May 2026. European Space Agency, ESOC, Darmstadt. Observation year 2025 (modelled population at reference epoch August 2024). Accessed 2026-11-03.back
  4. 9Copernicus Data Space Ecosystem (ed.), Annual Report 2024. European Space Agency and consortium partners, Paris. Observation year 2024. Accessed 2026-11-03.back
  5. 10USGS National Land Imaging Program (ed.), NLI Update to the National Geospatial Advisory Committee, March and April 2026 (fiscal year 2025 archive statistics; Landsat 8 and 9 status). US Geological Survey, Reston. Observation year 2025. Accessed 2026-11-03.back
  6. 7ESA (ed.), FutureEO after CM25 (Floberghagen), presentation on the outcome of the November 2025 ministerial meeting for the Earth Observation Programme. European Space Agency, Paris. Observation year 2025. Accessed 2026-11-03.back
  7. 24ESA (ed.), The Space Economy in 2023, ESA space economy report, published December 2024 (title page not present in the extracted text; section 2 headed The Space Economy in 2023). European Space Agency, Paris. Observation year 2023. Accessed 2026-11-03.back
  8. 2UNDRR and WMO (eds.), Global Status of Multi-Hazard Early Warning Systems 2025, as reported in the WMO press release of 12 November 2025, Early warning systems reach new heights, but critical gaps jeopardise global progress (the report itself was not opened). World Meteorological Organization, Geneva. Observation year 2025. Accessed 2026-11-03.back
  9. 6FAO (ed.), Global deforestation slows, but forests remain under pressure, FAO report shows, release on the Global Forest Resources Assessment 2025, 21 October 2025. Food and Agriculture Organization of the United Nations, Rome. Observation year 2025. Accessed 2026-11-03.back
  10. 19GEO Secretariat (ed.), GEO-21 Info 1.8 (Rev1): New Members, Participating Organizations and Associates. Group on Earth Observations, Geneva. Observation year 2026. Accessed 2026-11-03.back
  11. 12NASA (ed.), Terra: The End of an Era (with end-of-science projections for Terra, Aqua and Aura). National Aeronautics and Space Administration, Washington. Observation year 2026. Accessed 2026-11-03.back
  12. 5World Resources Institute and Global Forest Watch (eds.), Global Forest Watch’s 2025 Tree Cover Loss Data Explained (with University of Maryland GLAD tree cover loss data and comparison with JRC and PRODES series). WRI, Washington. Observation year 2025. Accessed 2026-11-03.back
  13. 8ESA Council (ed.), Subscription to optional programmes at the CM25, ESA/C-M(2025)100, rev. 5, Paris, 1 December 2025. European Space Agency, Paris. Observation year 2025. Accessed 2026-11-03.back
  14. 16GCOS (ed.), The 2022 GCOS Implementation Plan (GCOS-244), abstract and summary of themes, as held in the AWI EPIC repository (the full plan was not opened). World Meteorological Organization, Geneva. Observation year 2022. Accessed 2026-11-03.back
  15. 13NASA (ed.), NISAR mission page (launch 30 July 2025; joint mission with the Indian Space Research Organisation). National Aeronautics and Space Administration, Washington. Observation year 2025. Accessed 2026-11-03.back
  16. 14ESA (ed.), Sentinel-1D reaches orbit on Ariane 6, 4 November 2025. European Space Agency, Paris. Observation year 2025. Accessed 2026-11-03.back

Cite this annex

Valadbaygi, S. (Ed.). (2026). Annex B: Data appendix. In Global Earth Observation Risk and Resilience Report 2026: Baseline Edition, The State of the World’s Earth Observation and Planetary Intelligence. (Baseline Edition 2026, Report No. NR-SECTOR-EO-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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