Methodology

How the edition was made: methods, the model card, the evidence cut and its age, the acceptance record and the glossary.

9 min read0 figures12 tables6 notesNR-SECTOR-WATER-GLOBAL-2026-BASELINE

Contents
  1. ·Edition home
  2. ·Executive summary
  3. 1Water is where the systems meet
  4. 2Key findings
  5. 3Systems and sectors at baseline
  6. 4Risks and capability
  7. 5Multi-basin drought under heat
  8. 6Lenses and readings
  9. 7The 2027 agenda
  10. 8Systems in depth
  11. AMethodology
    1. A.1 Methods
    2. A.2 Model card, Water Sector Model v0
    3. A.3 The baseline evidence cut
    4. A.4 Evidence age and coverage
    5. A.5 Evidence cards, two anchor sources
    6. A.6 Publication acceptance record
    7. A.7 Status words
    8. A.8 How the edition is made, released and corrected
    9. A.9 Glossary and abbreviations
    10. A.10 Technical annex
  12. BData appendix
  13. CReferences and record
  14. ·Complete edition, for print

A.1Methods

The global baseline uses published values and four simple derivations. Each is shown in full so that any reader can reproduce it.

Table A.1Methods
No.DerivationCalculationResult
(1)Share of 2025 disaster losses from floods, storms and wildfires166 ÷ 224≈ 74%
(2)People lacking at least one WASH service (upper bound)not additive, overlapping groupsreported separately
(3)Freshwater against all-wildlife decline85 − 7312 points steeper
(4)Growth in water use over 40 years at about 1% a year1.01⁴⁰≈ 1.5×
Table A.2Coupling strength scale (matrix and model card)
StrengthDefinition
STRONGa disruption in the source system has historically changed the target system’s service or output within one season, in more than one region
MODERATEan effect is documented but buffered or slower
WEAKan effect is plausible but not documented at global scale
Table A.3Status grammar
LabelRule
Reportedvalue as issued by its source, with year
Inferredreasoned from cited evidence; never a measurement
EstimatedNexus analytical value with stated method
Scenarioconditional on stated assumptions
Expert inputstructured editorial judgement awaiting evidence

A.2Model card, Water Sector Model v0

Model ID
MDL-GS01-WATER · v0.1
Purpose
represent the global water system and its couplings to energy, food, health and biodiversity
Family
graph-based system of systems
Inputs
the cited sources of this edition; no proprietary data
Method
expert-specified coupling strengths (STRONG · MODERATE · WEAK) from assessments and analogue events
Validation
none yet, first validation against federation evidence in 2027
Uncertainty
qualitative; strengths are hypotheses, not measurements
Domain of validity
global scale; not for basin, country or asset-level use
Reproducibility
strength table and sources published in this edition
20couplings

typed in v0

11strong

documented within one season

5moderate

documented, buffered

4weak

plausible, undocumented

A.3The baseline evidence cut

Every Nexus edition is published from a frozen evidence cut. The global baseline cut is documentary: it pins the exact edition of every source cited. Federation cuts begin with the first national Foundry cuts in 2027.

Cut ID
DC-SECTOR-WATER-GLOBAL-2026-B0
Type
baseline documentary cut
Resolution policy
pinned · as of 30 September 2026
Sources pinned
48 cited sources, each at the edition and retrieval date in the references
Model runs
none at baseline, analytical values are stated with their method
Digest
computed at freeze and recorded in the publication record
Supersedes
nothing, first cut of the series
Superseded by
the 2027 water annual cut

Lineage

  1. 01

    source edition

  2. 02

    pinned citation

  3. 03

    finding

  4. 04

    page

  5. 05

    publication record

Table A.4From the baseline cut to the federation cut
ElementBaseline 20262027 global annual
Sourcescited global publications, pinned by editionnational, regional and sector cuts through one graph
Analysisstated methods and editorial estimatestyped analysis specifications
ModelsWater Sector Model v0 specificationmodel runs with receipts
Findingstwelve baseline findingsfindings re-bound to federation evidence
Reviewfive passes scheduledfive passes on the exact digest

A.4Evidence age and coverage

A 2026 global edition rests on evidence observed in many different years. This page shows each time base, so that no single year label hides older evidence.

Table A.5Evidence age and coverage
IndicatorObservedReleasedCadenceNext release
Drinking water and sanitation access2022Jul 2023biennialnext JMP update
Severe seasonal water scarcitymulti-year2016 · 2024periodicnext UNWWDR
River discharge anomalies2023Oct 2024annualannual
Glacier mass loss2023Oct 2024annualannual
Groundwater trends1980–2022Jan 2024periodicnew studies
WASH-attributable deaths20192023periodicnext WHO update
Freshwater wildlife index1970–2020Oct 2024biennial2026 edition
Wetland extent1970–2025Jul 2025periodicnext outlook
Flood and storm losses2025Jan 2026annualJan 2027
Transboundary arrangements20232024triennial2027
Table A.6Coverage by system at baseline
SystemCoverageThinnest dimension
AccessGOODreliability during droughts and floods
HydrologyGOODbasin-scale storage
CryosphereGOODglacier-fed basin flows
GroundwaterPARTIALlevels and recharge
Water qualityTHINmonitoring in fast-growing cities
Use by sectorPARTIALdata-centre and mining use
Freshwater natureGOODcondition outside monitored sites
GovernancePARTIALoperational status of arrangements

A.5Evidence cards, two anchor sources

Issued by WHO and UNICEF from household surveys, censuses and administrative data. Biennial, with service ladders from basic to safely managed. Role: binds WAT-001 and the access tiles.

EVD-GS01-001

JMP 2023 drinking water, sanitation and hygiene1

Issued by the World Meteorological Organization from hydrological observations, models and satellite products. Annual. Role: binds WAT-004 on river discharge and glacier loss.

EVD-GS01-002

State of Global Water Resources 20235

Table A.7Quality dimensions at baseline
DimensionEVD-GLB-001EVD-GLB-002
Completenessgaps in fragile settings; modelled estimatesuneven station coverage; modelled fill
Timelinessabout 18 months after the yearabout ten months after the year
Revisionseries revised as surveys arriverevised as observations improve
Method transparencymethods publishedmethods published
External validationnational statistical reviewmultiple data products compared

Evidence cards to follow in 2027

  • UNWWDR 20224, groundwater shares of withdrawals
  • Living Planet Index17, freshwater population trends
  • Global Wetland Outlook18, wetland extent method
  • Transboundary cooperation report9, arrangement coverage

A.6Publication acceptance record

Editorial self-check at evidence close. Every applicable item carries a disposition; the remaining items are review, approval and deposit.

Table A.8Publication acceptance record
GroupAreaItemsPassN/APending
D1Identity and scope8800
D2Source and data12912
D3Analysis and models12381
D4Findings and claims9801
D5Figures, tables, maps10622
D6Editorial and citations10802
D7Review and approval130013
D8Artefact and design12705
D9Registry and release9009

Publication gate

Conditions met
14 of 23 at evidence close
Blocking problems
none recorded
Open conditions
reviews, approval of the exact digest, deposit, registry pointer

Not applicable at baseline

Model runs
first runs in Q1 2027
Maps
plates in Q2 2027
Waivers
none

A.7Status words

Table A.9The status every value carries
StatusWhat it means
ObservedMeasured directly and published by the source.
ReportedPublished statistics of an official or institutional source.
DeclaredStated by the body concerned; not independently measured.
EstimatedA Nexus estimate from cited evidence, with its method in Annex A.
ModelledProduced by a stated model from cited inputs.
InferredReasoned from cited evidence; not measured.
ForecastA projection by the cited source.
SimulatedA simulation result under stated assumptions.
ScenarioA conditional statement under stated assumptions; never a prediction.
Expert inputExpert judgement, recorded with its basis.
CandidateProposed for a later edition; not yet evidence.
Evidence-quality levels (EQL 1 to 5) grade the source behind a value; they are not a score of the subject.

A.8How the edition is made, released and corrected

Every edition is built from a sealed evidence cut, reviewed under three keys, signed and deposited before any site shows it as published; corrections go to Nexus Standards as change proposals and feed the next cut.

StepWhat happensSource
01 Evidence arrives from the pillarsFoundry seals observations and indicator series, Universe hands over after-action and scenario findings, and contributions are screened at every gateway, including this site’s.
02 The cut is sealedOn the cut date the evidence is pinned under one identifier, so anyone can rebuild the edition from exactly what it was built on.
03 The edition is assembledThe edition is drafted from its template and content pack. Agents may draft; they never publish and never decide.
04 The keys turnThe Global Risks Alliance turns the capital key: its steward checks that no finding reads as advice, a rating or an underwriting decision. No edition moves on until every key has been turned by a named steward.
05 The gate opensA named approver releases one exact digest of the edition; any change after this point is a new version, never a silent edit.
06 Signed and depositedThe PDF, the web edition and the data bundle are signed together with a manifest and an RO-Crate description, and deposited on Zenodo with a concept and a version DOI.
07 Published on five sitesOnly then do the five Reports sites show the edition as published, each reading it through its own lens.
08 Corrections go to StandardsMethod and correction findings go to Nexus Standards as change proposals; citations, corrections and new contributions feed the next evidence cut.

A teaching model of the process, not a forecast and not a record of any run; dates and counts on this page come from the programme record. Sources: Reports governance at Global Risks Alliance (2026); Zenodo, repository of record for Reports deposits (2026).

Lifecycle, one state at a time: Draft, Computed, Evidence bound, Reviewed, Approved for release, Published, Corrected, Superseded. This edition is a draft.

A.9Glossary and abbreviations

Table A.10Series terms
TermMeaning
Baseline Editionthe inaugural annual edition that fixes the reference state for the series
WEFH+Bwater, energy, food, health and biodiversity, the national nexus core
Couplinga typed dependency through which one system transmits to another
Protection gapthe share of losses not covered by insurance
Capability ladderLISTED → EXISTS → ADEQUATE → TESTED → DEMONSTRATED
EQLevidence-quality level, 1–5
Evidence cuta frozen resolution of exact sources and versions
NNC · NLC · NWGNational Nexus Consortium · National Leadership Council · National Working Groups
Table A.11Abbreviations used in this edition
AbbreviationExpansion
AQUASTATFAO global information system on water and agriculture
GloFASGlobal Flood Awareness System
GRACE-FOGravity Recovery and Climate Experiment Follow-On satellites
GRDCGlobal Runoff Data Centre
HydroSOSWMO Hydrological Status and Outlook System
JMPWHO/UNICEF Joint Monitoring Programme
SDG 6Sustainable Development Goal 6, clean water and sanitation
SOLAWThe State of the World’s Land and Water Resources for Food and Agriculture
TNFDTaskforce on Nature-related Financial Disclosures
UNECEUnited Nations Economic Commission for Europe
UNWWDRUnited Nations World Water Development Report
WASHwater, sanitation and hygiene
WMOWorld Meteorological Organization

A.10Technical annex

Table A.12Technical annex
ItemAnnexContentsStatus
A.1Indicator definitionsthe global indicator set, with units and sourcesIN THIS EDITION
A.2Coupling strengthsthe twenty-cell matrix and its rationaleIN THIS EDITION
A.3Scenario specificationSCN-GS01-MBD-01 assumptions and signpostsIN THIS EDITION
A.4Capability placementsrung evidence for fifteen functionsIN THIS EDITION
A.5Model diagnosticsfirst runs and validation2027
A.6Sensitivity analysesinfluence of coupling strengths2027
A.7Basin notesbasin cards for the major shared basinsWITH REGIONAL EDITIONS
A.8Review statementspass-by-pass review recordAT RELEASE

A.1 · indicator definition, safely managed drinking water

Construct
drinking water from an improved source, on premises, available when needed and free from contamination
Unit
share and number of people
Method
JMP service ladder
Source
WHO/UNICEF JMP 20231
Uncertainty
modelled where survey data are missing
Known limits
does not measure reliability during drought or flood

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. 1WHO and UNICEF (eds.), Progress on Household Drinking Water, Sanitation and Hygiene 2000–2022: Special Focus on Gender. Joint Monitoring Programme, New York and Geneva, 2023.back
  2. 5WMO (ed.), State of Global Water Resources 2023. World Meteorological Organization, Geneva, 2024.back
  3. 4UNESCO World Water Assessment Programme (ed.), The United Nations World Water Development Report 2022: Groundwater, Making the Invisible Visible. UNESCO, Paris, 2022.back
  4. 17WWF (ed.), Living Planet Report 2024: A System in Peril. WWF, Gland, 2024.back
  5. 18Ramsar Convention Secretariat (ed.), Global Wetland Outlook 2025. Ramsar Convention Secretariat, Gland, 2025.back
  6. 9UNECE and UNESCO (eds.), Progress on Transboundary Water Cooperation: Global Status of SDG Indicator 6.5.2 and Acceleration Needs, 2024. United Nations, Geneva and Paris, 2024.back

Cite this annex

Valadbaygi, S. (Ed.). (2026). Annex A: Methodology. In Global Water Risk and Resilience Report 2026: The State of the World’s Water System (Baseline Edition 2026, Report No. NR-SECTOR-WATER-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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Global Risks AllianceGlobal Sector Risk and Resilience
Sector signature

The sectors behind Global Water.

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

Select corners · hover lines6 / 15 relations

Signature

Water and its partners

Water gives irrigation to food (0.8), cooling water and hydropower to energy (0.6) and environmental flows to biodiversity (0.6).

W · E · I · F · H · B

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

Strongest relations in play

  • Food → Biodiversity · land conversion0.6
  • Water → Energy · cooling water and hydropower0.6
  • Water → Food · irrigation0.8
  • Water → Biodiversity · environmental flows0.6
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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