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 tables8 notesNR-COUNTRY-DEU-2026-BASELINE

Contents

A.1Methods

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

Table A.1Methods
No.	Derivation	Calculation	Result
(1)	2030 target in tonnes	1,251 × 0.35	≈ 438 Mt
(2)	Annual cut needed to 2030	(649 − 438) ÷ 6	≈ 35 Mt a year
(3)	Change in emissions, 2023 to 2024	649 ÷ 672 − 1	≈ −3.4%
(4)	Homes without natural-hazard cover	100 − 54	≈ 46%

Table A.2Coupling strength scale (matrix and model card)
Strength	Definition
STRONG	a disruption in the source system has historically changed the target system’s service or output within one season
MODERATE	an effect is documented but buffered or slower
WEAK	an effect is plausible but not documented at national scale

Table A.3Status grammar
Label	Rule
Reported	value as issued by its source, with year
Inferred	reasoned from cited evidence; never a measurement
Estimated	Nexus analytical value with stated method
Scenario	conditional on stated assumptions
Expert input	structured editorial judgement awaiting evidence

A.2Model card, National Model v0

Model ID: MDL-DEU-NATIONAL · v0.1
Purpose: represent Germany as coupled water, energy, food, health and biodiversity systems with forcing and transmission layers
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 evidence and analogue events
Validation: none yet, first validation against Q1 2027 Foundry evidence
Uncertainty: qualitative; strengths are hypotheses, not measurements
Domain of validity: national scale; not for Land, plant or asset-level use
Reproducibility: strength table and sources published in this edition

20couplings

typed in v0

9strong

documented within one season

7moderate

documented, buffered

4weak

plausible, undocumented

A.3The baseline evidence cut

Every Nexus edition is published from a frozen evidence cut. The baseline cut is documentary: it pins the exact edition of every source cited. Model runs begin with the first Foundry cut in Q1 2027.

Cut ID: NQ-DEU-2026-Q0-1
Type: baseline documentary cut
Resolution policy: pinned · as of 30 September 2026
Sources pinned: 40 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: NQ-DEU-2027-Q1-1 at the Q1 2027 close

Lineage

01
source edition
02
pinned citation
03
finding
04
page
05
publication record

Table A.4From the baseline cut to the first Foundry cut
Element	Baseline 2026	Q1 2027
Sources	cited publications, pinned by edition	qualified source bindings with versions
Analysis	stated methods and editorial estimates	typed analysis specifications
Models	National Model v0 specification	model runs with receipts
Findings	twelve baseline findings	findings re-bound to the cut
Review	five passes scheduled	five passes on the exact digest

A.4Evidence age and coverage

A 2026 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
Indicator	Observed	Released	Cadence	Next release
Greenhouse-gas emissions	2024	Mar 2025	annual	Mar 2026
Warmest year on record	2024	Dec 2024	annual	annual
Heat-related deaths	2022	2023	annual	annual
Renewable electricity share	2024	2025	annual	annual
Water abstraction by sector	2019	2022	three-yearly	next survey
Natural-hazard cover	2024	2024	annual	annual
July 2021 flood losses	2021	2022	one-off	,
Population	end 2024	2025	annual	annual
Insect biomass	1989–2016	2017	one-off	new studies
Forest damage	2018–2021	2022	periodic	forest survey

Table A.6Coverage by system at baseline
System	Coverage	Thinnest dimension
Climate forcing	GOOD	local heavy-rain extremes
Energy	GOOD	flexibility after coal
Water	GOOD	small-catchment flood exposure
Food	PARTIAL	yield losses by Land
Health	GOOD	surge capacity
Biodiversity	GOOD	recent insect trends
Finance	GOOD	loss sharing under reform
Digital and cyber	THIN	dependency mapping

A.5Evidence cards, two anchor sources

Issued by the Umweltbundesamt each March and checked by the expert council on climate [3]. Coverage 1990–2024. Role: binds CLI-001 and CLI-002.

EVD-DEU-001

Greenhouse-gas emissions 2024, provisional estimate¹

Issued by the federal interior ministry with the Länder. Covers deaths, damage, relief and reconstruction. Role: binds WAT-004.

EVD-DEU-002

Report on the 2021 flood disaster¹⁴

Table A.7Quality dimensions at baseline
Dimension	EVD-CAN-001	EVD-CAN-002
Completeness	all sectors and gases	deaths, damage and relief
Timeliness	about three months after the year	about a year after the event
Revision	final inventory replaces the estimate	reconstruction figures updated
Method transparency	methods published	sources listed
External validation	expert council review³	Land reports

Evidence cards to follow in Q1 2027

Natural hazards report¹³, cover rates
Heat mortality reports⁴⁵, estimation method
Water statistics¹², abstraction survey
Forest damage survey²⁰, satellite method

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
Group	Area	Items	Pass	N/A	Pending
D1	Identity and scope	8	8	0	0
D2	Source and data	12	9	1	2
D3	Analysis and models	12	3	8	1
D4	Findings and claims	9	8	0	1
D5	Figures, tables, maps	10	6	2	2
D6	Editorial and citations	10	8	0	2
D7	Review and approval	13	0	0	13
D8	Artefact and design	12	7	0	5
D9	Registry and release	9	0	0	9

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
Status	What it means
Observed	Measured directly and published by the source.
Reported	Published statistics of an official or institutional source.
Declared	Stated by the body concerned; not independently measured.
Estimated	A Nexus estimate from cited evidence, with its method in Annex A.
Modelled	Produced by a stated model from cited inputs.
Inferred	Reasoned from cited evidence; not measured.
Forecast	A projection by the cited source.
Simulated	A simulation result under stated assumptions.
Scenario	A conditional statement under stated assumptions; never a prediction.
Expert input	Expert judgement, recorded with its basis.
Candidate	Proposed 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.

Step	What happens	Source
01 Evidence arrives from the pillars	Foundry 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 sealed	On 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 assembled	The edition is drafted from its template and content pack. Agents may draft; they never publish and never decide.
04 The keys turn	At the publisher of record the truth key comes first: every value is checked against its source or stated method before the meaning and capital keys turn. No edition moves on until every key has been turned by a named steward.
05 The gate opens	A 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 deposited	The 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 sites	Only then do the five Reports sites show the edition as published, each reading it through its own lens.
08 Corrections go to Standards	Method 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 GCRI Canada (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
Term	Meaning
Baseline Edition	the inaugural annual edition that fixes the reference state for the series
WEFH+B	water, energy, food, health and biodiversity, the national nexus core
Coupling	a typed dependency through which one system transmits to another
Protection gap	the share of losses not covered by insurance
Capability ladder	LISTED → EXISTS → ADEQUATE → TESTED → DEMONSTRATED
EQL	evidence-quality level, 1–5
Evidence cut	a frozen resolution of exact sources and versions
NNC · NLC · NWG	National Nexus Consortium · National Leadership Council · National Working Groups

Table A.11Abbreviations used in this edition
Abbreviation	Expansion
BBK	Federal Office of Civil Protection and Disaster Assistance
BfG	Federal Institute of Hydrology
BfN	Federal Agency for Nature Conservation
BMEL	Federal Ministry of Food and Agriculture
BMI	Federal Ministry of the Interior
BNetzA	Federal Network Agency
Destatis	Federal Statistical Office
DWD	German Meteorological Service
ERK	Expert Council on Climate Change
GDV	German Insurance Association
KAnG	Federal Climate Adaptation Act
KSG	Federal Climate Change Act
RKI	Robert Koch Institute
UBA	German Environment Agency

A.10Technical annex

Table A.12Technical annex
Item	Annex	Contents	Status
A.1	Indicator definitions	the baseline indicator set, with units and sources	IN THIS EDITION
A.2	Coupling strengths	the twenty-cell matrix and its rationale	IN THIS EDITION
A.3	Scenario specification	SCN-DEU-HDR-01 assumptions and signposts	IN THIS EDITION
A.4	Capability placements	rung evidence for fifteen functions	IN THIS EDITION
A.5	Model diagnostics	first runs and validation	Q1 2027
A.6	Sensitivity analyses	influence of coupling strengths	Q2 2027
A.7	Land notes	atlas cards for the sixteen Länder	Q2 2027
A.8	Review statements	pass-by-pass review record	AT RELEASE

A.1 · indicator definition, greenhouse-gas emissions

Construct: annual greenhouse-gas emissions in Germany, excluding land use
Unit: Mt CO₂e
Scope: Climate Change Act perimeter
Source: UBA provisional estimate¹
Revision: replaced by the final inventory
Known limits: excludes emissions embodied in imports

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

1Umweltbundesamt (ed.), Treibhausgas-Emissionen in Deutschland 2024: Vorjahresschätzung. UBA, Dessau-Roßlau, March 2025.back
14Bundesministerium des Innern und für Heimat (ed.), Bericht zur Hochwasserkatastrophe 2021: Katastrophenhilfe, Wiederaufbau und Evaluierungsprozesse. BMI, Berlin, 2022.back
3Expertenrat für Klimafragen (ed.), Prüfbericht zur Berechnung der deutschen Treibhausgasemissionen für das Jahr 2024. ERK, Berlin, 2025.back
13Gesamtverband der Deutschen Versicherungswirtschaft (ed.), Naturgefahrenreport 2024. GDV, Berlin, 2024.back
4Robert Koch-Institut (ed.), “Hitzebedingte Mortalität in Deutschland 2022,” Epidemiologisches Bulletin. RKI, Berlin, 2023.back
5Robert Koch-Institut (ed.), Hitzebedingte Mortalität in Deutschland 2023 und 2024. RKI, Berlin, 2024–2025.back
12Statistisches Bundesamt (ed.), Nichtöffentliche und öffentliche Wasserversorgung und Abwasserentsorgung 2019. Destatis, Wiesbaden, 2022.back
20Thünen-Institut (ed.), Satellitengestützte Erfassung der Waldschäden in Deutschland 2018–2021. Thünen-Institut, Braunschweig, 2022.back

Cite this annex

Valadbaygi, S. (Ed.). (2026). Annex A: Methodology. In Germany Systems Risk and Resilience Report 2026: The State of Germany’s Interdependent Systems (Baseline Edition 2026, Report No. NR-COUNTRY-DEU-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