Imputation of missing land carbon sequestration data in the AR6 Scenario Database

Prütz, R., Fuss, S., & Rogelj, J. ORCID: https://orcid.org/0000-0003-2056-9061 (2024). Imputation of missing land carbon sequestration data in the AR6 Scenario Database. 10.5281/zenodo.10696653.

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Abstract

This repository is linked to the following preprint:

Prütz, R., Fuss, S., and Rogelj, J.: Imputation of missing IPCC AR6 data on land carbon sequestration, Earth Syst. Sci. Data Discuss. [preprint], https://doi.org/10.5194/essd-2024-68, in review, 2024.

This repository includes:

An imputation dataset for missing land carbon sequestation data of the AR6 Scenario Database for global scenarios and R10 scenario variants

Code to test, compare and visualize the performance of regression models to predict missing land removal data

Code to compare and visualize available AR6 land removal data and existing AR6 data reanalyses

The following two datasets are required to replicate the analysis:

Byers, E., Krey, V., Kriegler, E., Riahi, K., Schaeffer, R., Kikstra, J., Lamboll, R., Nicholls, Z., Sandstad, M., Smith, C., van der Wijst, K., Al -Khourdajie, A., Lecocq, F., Portugal-Pereira, J., Saheb, Y., Stromman, A., Winkler, H., Auer, C., Brutschin, E., … van Vuuren, D. (2022). AR6 Scenarios Database [Data set]. In Climate Change 2022: Mitigation of Climate Change (1.1). Intergovernmental Panel on Climate Change. https://doi.org/10.5281/zenodo.7197970

Gidden, M., Gasser, T., Grassi, G., Forsell, N., Janssens, I., Lamb, W. F., Minx, J., Nicholls, Z., Steinhauser, J., & Riahi, K. (2023). Dataset for Gidden et.al. 2023 Updated AR6 Mitigation Benchmarks using National Emissions Inventories (Version v2) [Data set]. Zenodo. https://doi.org/10.5281/zenodo.10158920

The variable imputation is based on the dataset by Byers et al. (2022). The dataset by Gidden et al. (2023) is used for variable comparison.

Item Type:	Data
Additional Information:	Creative Commons Attribution 4.0 International
Research Programs:	Energy, Climate, and Environment (ECE) Energy, Climate, and Environment (ECE) > Integrated Assessment and Climate Change (IACC) Energy, Climate, and Environment (ECE) > Transformative Institutional and Social Solutions (TISS)
Depositing User:	Luke Kirwan
Date Deposited:	09 Jan 2025 14:37
Last Modified:	09 Jan 2025 14:37
URI:	https://pure.iiasa.ac.at/20290

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