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Historical Vetting|Emissions|CO2|AFOLU

Why this criterion? This scenario reports CO2 emissions from agriculture, forestry, and land-use that are inconsistent with historical values. This is a concern because the underlying modelling likely makes false assumptions on the remaining GHG emissions budget and the mitigation effort required to reach net-zero emissions.

Why this threshold? Historical values for CO2 emissions from agriculture, forestry, and land-use are provided by EDGAR Community GHG Database (2025), Food and Agriculture Organization of the United Nations (2026), Friedlingstein (2026), Hansis (2015), Houghton (2023), Gasser (2023), Gütschow (2025), and Qin (2024).

The thresholds are derived from these sources as follows:
• 2010, 2015, and 2020: ±20% deviation will lead to exclusion.
• 2025: ±30% deviation will lead to exclusion.

Note that these ranges not only give models some leeway to deviate, but also account for uncertainty in the underlying data sources. To further account for uncertainty in the historical values, the most permissible source of all sources for each variable, region, and period is used to set the threshold.

The threshold for 2025 is set to the value reported for 2020.

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Reference data

Dataset Source Description
EDGAR-2025 EDGAR Community GHG Database (2025) Based on EDGAR Community GHG Database (2025).
EDGAR-2025-extrapol25 EDGAR Community GHG Database (2025) Data from EDGAR Community GHG Database (2025) extrapolated to 2025.
FAOSTAT-2026 Food and Agriculture Organization of the United Nations (2026) Based on Food and Agriculture Organization of the United Nations (2026).
Hansis-2015 Hansis (2015) Based on Hansis (2015).
Hansis-2015-extrapol25 Hansis (2015) Data from Hansis (2015) extrapolated to 2025.
Houghton-2023 Houghton (2023) Based on Houghton (2023).
Houghton-2023-extrapol25 Houghton (2023) Data from Houghton (2023) extrapolated to 2025.
OSCAR-GCB-2023 Gasser (2023) Based on Gasser (2023).
OSCAR-GCB-2023-extrapol25 Gasser (2023) Data from Gasser (2023) extrapolated to 2025.
PRIMAP-2025-v2p7-HISTTP Gütschow (2025) Based on Gütschow (2025). Uses HISTTP data, which is the third-party priority scenario.
PRIMAP-2025-v2p7-HISTTP-extrapol25 Gütschow (2025) Data from Gütschow (2025) extrapolated to 2025. Uses HISTTP data, which is the third-party priority scenario.
Qin-2024 Qin (2024) Based on Qin (2024).
Qin-2024-extrapol25 Qin (2024) Data from Qin (2024) extrapolated to 2025.

Sources

Identifier Bibliographic information Links

EDGAR-2025

EDGAR Community GHG Database. EDGAR (Emissions Database for Global Atmospheric Research) Community GHG Database. Dataset, 2025. A collaboration between the European Commission Joint Research Centre (JRC) and the International Energy Agency (IEA), comprising IEA-EDGAR CO\(_2\), EDGAR CH\(_4\), EDGAR N\(_2\)O, and EDGAR F-GASES version EDGAR_2025_GHG.

FAOSTAT-2026

Food and Agriculture Organization of the United Nations. FAOSTAT. Databases: Land Use, Land Cover, Emissions totals, Emissions from Forests, Emissions from Crops, Emissions from Livestock, Emissions from Fires, Emissions from Drained organic solids. 2026. FAOSTAT Database Recommended citation style per FAO: "FAO. [Year of last update]. [Name of database: Name of dataset]. [Accessed on DD Month YYYY]. [URL]. Licence: CC-BY-4.0.". URL

OSCAR-GCB-2023

Thomas Gasser and Gaurav Shrivastav. OSCAR contribution to the Global Carbon Budget 2023. 2023. DOI

PRIMAP-2025-v2p7

Johannes Gütschow, Daniel Busch, and Mika Pflüger. The PRIMAP-hist national historical emissions time series (1750-2024) v2.7. September 2025. DOI

Houghton-2023

R. A. Houghton and A. Castanho. Annual emissions of carbon from land use, land-use change, and forestry from 1850 to 2020. Earth System Science Data, 15:2025–2054, 2023. DOI
PDF

Hansis-2015

E. Hansis, S. J. Davis, and J. Pongratz. Relevance of methodological choices for accounting of land use change carbon fluxes. Global Biogeochemical Cycles, 29:1230–1246, 2015. DOI

Qin-2024

Z. Qin, Y. Zhu, J. G. Canadell, M. Chen, T. Li, U. Mishra, and W. Yuan. Global spatially explicit carbon emissions from land-use change over the past six decades (1961–2020). One Earth, 7:835–847, 2024. DOI

GCB-2025

Pierre Friedlingstein, Michael O'Sullivan, Matthew W. Jones, Robbie M. Andrew, Dorothee C. E. Bakker, Judith Hauck, Peter Landschützer, Corinne Le Quéré, Hongmei Li, Ingrid T. Luijkx, Glen P. Peters, Wouter Peters, Julia Pongratz, Clemens Schwingshackl, Stephen Sitch, Josep G. Canadell, Philippe Ciais, Kjetil Aas, Simone R. Alin, Peter Anthoni, Leticia Barbero, Nicholas R. Bates, Nicolas Bellouin, Alice Benoit-Cattin, Carla F. Berghoff, Raffaele Bernardello, Laurent Bopp, Ida Bagus Mandhara Brasika, Matthew A. Chamberlain, Naveen Chandra, Frédéric Chevallier, Louise P. Chini, Nathan O. Collier, Thomas H. Colligan, Margot Cronin, Laique M. Djeutchouang, Xinyu Dou, Matt P. Enright, Kazutaka Enyo, Michael Erb, Wiley Evans, Richard A. Feely, Liang Feng, Daniel J. Ford, Adrianna Foster, Filippa Fransner, Thomas Gasser, Marion Gehlen, Thanos Gkritzalis, Jefferson Goncalves De Souza, Giacomo Grassi, Luke Gregor, Nicolas Gruber, Bertrand Guenet, Özgür Gürses, Kirsty Harrington, Ian Harris, Jens Heinke, George C. Hurtt, Yosuke Iida, Tatiana Ilyina, Akihiko Ito, Andrew R. Jacobson, Atul K. Jain, Tereza Jarníková, Annika Jersild, Fei Jiang, Steve D. Jones, Etsushi Kato, Ralph F. Keeling, Kees Klein Goldewijk, Jürgen Knauer, Yawen Kong, Jan Ivar Korsbakken, Charles Koven, Taro Kunimitsu, Xin Lan, Junjie Liu, Zhiqiang Liu, Zhu Liu, Claire Lo Monaco, Lei Ma, Gregg Marland, Patrick C. McGuire, Galen A. McKinley, Joe R. Melton, Natalie Monacci, Erwan Monier, Eric J. Morgan, David R. Munro, Jens D. Müller, Shin-Ichiro Nakaoka, Lorna R. Nayagam, Yosuke Niwa, Tobias Nutzel, Are Olsen, Abdirahman M. Omar, Naiqing Pan, Sudhanshu Pandey, Denis Pierrot, Zhangcai Qin, Pierre Regnier, Gregor Rehder, Laure Resplandy, Alizée Roobaert, Thais M. Rosan, Christian Rödenbeck, Jörg Schwinger, Ingunn Skjelvan, T. Luke Smallman, Victoria Spada, Mohanan G., Sreeush, Qing Sun, Adrienne J. Sutton, Colm Sweeney, Didier Swingedouw, Roland Séférian, Shintaro Takao, Hiroaki Tatebe, Hanqin Tian, Xiangjun Tian, Bronte Tilbrook, Hiroyuki Tsujino, Francesco Tubiello, Erik van Ooijen, Guido R. van der Werf, Sebastiaan J. van de Velde, Anthony P. Walker, Rik Wanninkhof, Xiaojuan Yang, Wenping Yuan, Xu Yue, and Jiye Zeng. Global Carbon Budget 2025. Earth System Science Data, 18(5):3211–3288, May 2026. DOI