Research Data Protocol: Quantifying the AR6 Reports

Source issue: TIBHannover/climate-knowledge-graph#18 — Quantifying the AR6 Reports and Data Protocol

Status: Ongoing / partially automated (see Update log and Open follow-up work)

Purpose

This protocol documents how document- and bibliographic-level statistics were gathered for the scientific text corpus that makes up the IPCC Sixth Assessment Report (AR6). It records, for each metric, what was counted, where the source data came from, the method used to collect it, and known limitations, so that the counts can be reproduced, corrected, or automated in future work.

Scope

In scope: the 7 main reports of AR6

Short code Report
SYR AR6 Synthesis Report: Climate Change 2023
WGI Climate Change 2021: The Physical Science Basis (Working Group I)
WGII Climate Change 2022: Impacts, Adaptation and Vulnerability (Working Group II)
WGIII Climate Change 2022: Mitigation of Climate Change (Working Group III)
SR1.5 Special Report: Global Warming of 1.5°C (2018)
SRCCL Special Report: Climate Change and Land (2019)
SROCC Special Report: The Ocean and Cryosphere in a Changing Climate (2019)

Out of scope

  • 2019 Refinement to the 2006 IPCC Guidelines for National Greenhouse Gas Inventories (the Methodology Report belonging to the AR6 cycle, but not treated as one of the main reports for this protocol).

Stats collected

  1. PDF page count and word count
  2. PDF licensing information and DOIs
  3. Citations / references (BibTeX downloads, reference counts)
  4. Author counts
  5. Wikidata entries of AR6 reports
  6. Figures count
  7. Data count (datasets / data access points)
  8. Glossary term count
  9. Report translations
  10. Acronyms count
  11. Index terms count

1. PDF page count and word count

Method

  • File size: read directly from the PDF file properties (Finder/Explorer).
  • Page count: read from the PDF file. Counted only the numbered pages of the report body (a first pass mistakenly added the roman-numeral front-matter pages on top of the page count; this was corrected in the June 2026 update, see below).
  • Word count: original pass — copy-pasted PDF text into wordcounter.net (“Basic Option”). Revised pass (June 2026) — opened the PDF in Chrome and used the “Word Count Counter Plus” browser extension.

Known limitations

  • Word counts are rough estimates: front matter, footers, references, and other non-body text were not stripped out before counting.
  • Clipboard-based counting was unreliable for very large documents.
  • Figures reported below are rounded and, in places, have been superseded by a corrected figure recorded alongside the original (shown as original → corrected).

Data

Report Source file / URL File size Page count Word count
SYR IPCC_AR6_SYR_FullVolume.pdf — https://www.ipcc.ch/report/ar6/syr/ 4.9 MB 185 + 14 pages ~94,000 → 93,806
WGI IPCC_AR6_WGI_FullReport.pdf — https://www.ipcc.ch/report/ar6/wg1/ 423.3 MB 2,409 pages ~1,925,000 → 1,925,469
WGII IPCC_AR6_WGII_FullReport.pdf — https://www.ipcc.ch/report/ar6/wg2/ 396 MB 3,068 + 12 pages ~2,513,000 → 2,514,759
WGIII IPCC_AR6_WGIII_FullReport.pdf — https://www.ipcc.ch/report/ar6/wg3/ 68.8 MB 2,042 + 11 pages ~1,642,000 → 1,642,687
SR1.5 SR15_Full_Report_HR.pdf — https://www.ipcc.ch/sr15/ 65 MB 631 pages ~511,000 → 510,684
SRCCL SRCCL_Full_Report.pdf — https://www.ipcc.ch/srccl/ 44.9 MB 908 pages ~735,000 → 734,356
SROCC SROCC_FullReport_FINAL.pdf — https://www.ipcc.ch/srocc/ 51.9 MB 766 pages ~627,000 → 627,209
Total 1,054.8 MB 10,009 pages ~8,047,000 → 8,048,970

2. PDF licensing information and DOIs

Method

  • DOIs: retrieved from the front matter of each PDF.
  • DOIs resolved via doi.org to confirm the target and licence.

Summary

Data

Report DOI Report page Licence
SYR 10.59327/IPCC/AR6-9789291691647 https://www.ipcc.ch/report/ar6/syr/ https://www.ipcc.ch/copyright/
WGI 10.1017/9781009157896 Cambridge Core CC BY-NC-ND 4.0
WGII 10.1017/9781009325844 Cambridge Core CC BY-NC-ND 4.0
WGIII 10.1017/9781009157926 Cambridge Core CC BY-NC-ND 4.0
SR1.5 10.1017/9781009157940 Cambridge Core CC BY-NC-ND 4.0
SRCCL 10.1017/9781009157988 Cambridge Core CC BY-NC-ND 4.0
SROCC 10.1017/9781009157964 Cambridge Core CC BY-NC-ND 4.0

3. Citations / references (BibTeX downloads, reference counts)

Method

  • .bib file count: counted manually on each report’s website under Chapters/Annexes → “Downloads” → “Citations (bib)”. Flagged as needing revisiting since it was a manual count.
  • Reference / citation counts: no single authoritative source exists per report, so multiple secondary sources were gathered and cross-checked (see below). Figures should be treated as estimates, not exact counts.

Reference collection

  • Zotero group collection: https://www.zotero.org/groups/2437020/semanticclimate/collections/LJKWTTYZ

Data

Report .bib files Estimated references/citations Sources
SYR 0 (no citations/references in this report) 0?
WGI ~13 13,000–19,266 Wikipedia (>14,000 papers); Zenodo analysis (>18,000 citations / >13,000 unique refs); Carbon Brief (13,500); The Conversation (14,000); Zenodo record (19,266 distinct reference strings)
WGII ~29 17,419 Wikipedia; Zenodo (17,419 DOIs cited)
WGIII ~19 ? (not yet resolved) Wikipedia
SR1.5 none found 5,000–6,099 Wikipedia (>6,000 references, 91 authors, 40 countries); Zenodo (5,099 distinct reference strings)
SRCCL none found 7,800–7,828 Wikipedia; Zenodo (7,828 distinct reference strings)
SROCC none found 6,981–7,161 Wikipedia (6,981 publications, 104 authors, 36 countries); Centre Scientifique de Monaco (6,981 cited references); Zenodo (7,161 distinct reference strings)

4. Author counts

Method

  • Counted from the “authors” listing published on each report’s landing page, and cross-checked against the IPCC authors app.
  • Duplicates (an author contributing to multiple reports) are not consolidated in the per-report table below — the same person is counted once per report they contributed to.
  • June 2026 update: all authors were collected into a spreadsheet and de-duplicated using an LLM (Claude), matching on Last name + First name → merge. This produced a de-duplicated total of 932 unique authors across all seven reports.

Data

Report Source Authors Notes
SYR Core writing team 30 IPCC authors app
WGI Authors page 234 IPCC authors app
WGII Authors page 270 IPCC authors app
WGIII Authors page 278 Archived IPCC authors app
SR1.5 Authors page 86
SRCCL Authors page 107
SROCC Authors page ~101 Archived IPCC authors app
Total (as listed per report) 1,106 Not de-duplicated across reports
Total (de-duplicated, June 2026) 932 Deduplicated across all 7 reports

5. Wikidata entries of AR6 reports

Method

  • Searched Wikidata directly for each report’s name and cross-referenced with Scholia, Reasonator, and SQID.
  • Zotero collection: https://www.zotero.org/groups/2437020/semanticclimate/collections/773CNPDW

Notes / limitations

  • Wikidata also has entries for parts of reports (e.g. the Summary for Policymakers of the SYR). Only full-report entries are listed here.

Data

Report Wikidata item(s) QID(s)
IPCC Sixth Assessment Report (overall) https://www.wikidata.org/wiki/Q103843442 Q103843442
SYR https://www.wikidata.org/wiki/Q117820486 Q117820486
WGI https://www.wikidata.org/wiki/Q108133155 Q108133155
WGII https://www.wikidata.org/wiki/Q124454848, https://www.wikidata.org/wiki/Q111109497 Q124454848, Q111109497
WGIII https://www.wikidata.org/wiki/Q123285197, https://www.wikidata.org/wiki/Q111489232 Q123285197, Q111489232
SR1.5 https://www.wikidata.org/wiki/Q57077013, https://www.wikidata.org/wiki/Q123675901 Q57077013, Q123675901
SRCCL https://www.wikidata.org/wiki/Q66310618, https://www.wikidata.org/wiki/Q114750129 Q66310618, Q114750129
SROCC https://www.wikidata.org/wiki/Q67028624, https://www.wikidata.org/wiki/Q114204629 Q67028624, Q114204629

6. Figures count

Method

  • Manually scanned and counted the figure-overview pages published on the IPCC website for each report. Flagged as unreliable; re-counted in the June 2026 update (figures below shown as original → recount where a recount happened).

Data

Report Source Figures
SYR https://www.ipcc.ch/report/ar6/syr/figures 28
WGI https://www.ipcc.ch/report/ar6/wg1/figures 511 → 515
WGII https://www.ipcc.ch/report/ar6/wg2/figures 469
WGIII https://www.ipcc.ch/report/ar6/wg3/figures 354
SR1.5 https://www.ipcc.ch/sr15/graphics/#cid_6333 89
SRCCL Individual chapter links off https://www.ipcc.ch/srccl/ (no consolidated figures repository found) 132 → 116 + 17 images from the PDF-only chapter = 133
SROCC Individual chapter links off https://www.ipcc.ch/srocc/ (no consolidated figures repository found) 89 → 90
Total 1,672 → 1,678

7. Data count

No systematic count of datasets per report has been carried out yet. This section currently records entry points for future quantification work rather than final figures.

Sources identified

  • World Data Center for Climate (WDCC): https://www.wdc-climate.de/ui/q?general_key_ss=IPCC-AR6
  • IPCC “Available Data for AR6” landing page: https://ipcc-data.org/ar6landing.html
  • IPCC Data Browser:
    • https://ipcc-browser.ipcc-data.org/browser/search?searchterm=ar6
    • https://ipcc-browser.ipcc-data.org/browser/search?keywords=IPCC-AR6
    • https://ipcc-browser.ipcc-data.org/browser/search?keywords=AR6
  • Data and code access per report (incomplete): WGI — https://www.ipcc.ch/report/ar6/wg1/resources/data-access/

8. Glossary term count

Method

  • Each report PDF contains its own glossary section, but individual reports were not counted separately — instead, the consolidated glossary repository on the IPCC website was used as the source of truth.
  • The IPCC Glossary “current terms” view (AR6 Working Group reports only) gives 925 terms in total.
  • The “Past terms” tab additionally surfaces terms from the AR6 Special Reports (SRCCL, SROCC, SR1.5).
  • June 2026 update: all terms (current + past) were copied into a spreadsheet and merged, adding Working Group attribution to each term. This produced a total of 1,274 terms.

Data files

  • Before merge: Glossary-Full.ods (attached to the source issue)
  • After merge: Glossary-Full_merged.ods (attached to the source issue)

Data

Pass Source Total terms
Initial https://apps.ipcc.ch/glossary/ (current terms, WG reports only) 925
June 2026 (merged) Current + Past terms, merged and de-duplicated with WG attribution 1,274

9. Report translations

Method

  • Manually counted the translation files listed on each report’s “Resources / Translations” page. It is not always clear what has actually been translated versus only announced/in preparation, so figures are unreliable and need double-checking.

Data

Report Source Full-report translations Notes
SYR https://www.ipcc.ch/report/ar6/syr/resources/translations/ 5 (in preparation) 2 × SPM
WGI https://www.ipcc.ch/report/ar6/wg1/resources/translations/ 5 2, partial
WGII https://www.ipcc.ch/report/ar6/wg2/resources/translations/ 5 3 × SPM
WGIII https://www.ipcc.ch/report/ar6/wg3/resources/translations/ 5 1 × SPM
SR1.5 https://www.ipcc.ch/sr15/download/ (“UN and other languages”) 5 4 × SPM
SRCCL https://www.ipcc.ch/srccl/download/ (“SPM in UN Languages” / “SPM in other languages”) 5 × SPM 3 × SPM
SROCC https://www.ipcc.ch/srocc/download/ (“UN and other languages”) 5 × SPM 5 × SPM

10. Acronyms count

Method

  • Acronym lists were copied from each report’s PDF (typically an annex) into plain text files, then manually corrected for line breaks introduced by the copy/paste. This is not 100% accurate and needs to be automated.
  • June 2026 update: source data likely came from a prior scrape; the exact scrape method could not be reconstructed. Removing duplicates from the collected spreadsheet gives an approximate total of 1,931 acronyms.

Source text files (extracted from PDFs, attached to the source issue)

  • syr-acronyms.txt, wg1-acronyms.txt, wg2-acronyms.txt, wg3-acronyms.txt, SR15-acronyms.txt, SRCCL-acronyms.txt, SROCC-acronyms.txt

Data

Report Source Acronyms
SYR https://www.ipcc.ch/report/ar6/syr/annexes-and-index/#annex-ii ~90
WGI (annex, see acronym text file) ~521
WGII https://www.ipcc.ch/report/ar6/wg2/chapter/annex-iii/ ~692
WGIII (annex, see acronym text file) ~548
SR1.5 (annex, see acronym text file) ~566
SRCCL (annex, see acronym text file) ~430
SROCC (annex, see acronym text file) ~194
De-duplicated total (June 2026) ~1,931

11. Index terms count

Method

  • Very rough manual estimates from each report’s index, counted/estimated directly from the PDFs. Explicitly flagged as far from 100% accurate and in need of automation.
  • Only main (bold) index terms were counted; each of these can have many (sometimes hundreds of) sub-terms that were not counted individually.

Data

Report Index terms (main/bold terms only)
SYR ~227
WGI ~1,138
WGII ~1,054
WGIII ~1,005
SR1.5 ~526
SRCCL ~1,036
SROCC ~477

Update log

  • 2025-07 to 2025-11: Initial data collection across all 11 metrics, recorded directly in the source issue by @oldenbourglaura.
  • 2026-06: Revision pass — corrected page counts (removed double-counted front matter), switched word-count tooling (Chrome “Word Count Counter Plus” extension), re-counted figures, de-duplicated authors (932 total), merged glossary terms (1,274 total), and de-duplicated acronyms (~1,931 total). Licensing/DOI, translations, and index term figures were not updated in this pass.

Open follow-up work

Noted by @mrchristian (2025-09-16) as still required:

  1. Re-run/validate counts using GROBID for structured extraction from the PDFs (tracked in issue #27).
  2. Locate and document the canonical source of each report (status and format — PDF, web, per-language availability, etc.) rather than relying on ad hoc download links.
  3. Establish formal dimensions/quantities for the report corpus (tracked in issue #23, marked as a duplicate of this protocol’s source issue).
  4. Consolidate lists of authors, acronyms, and index terms (tracked in issue #33, completed).

Additional reference material: semanticClimate’s listing of AR6 report parts — https://semanticclimate.github.io/p/en/posts/ipcc_resources/, and GERICS’s “IPCC AR6 made easy” summary — https://www.gerics.de/products_and_publications/publications/detail/102556/index.php.en