The Carbon Module extends the capacity of the Timber market Model for policy-Based Analysis (TiMBA), operated at the Thünen-Insitute of Forestry, to quantify carbon stocks and stock changes in forest biomass and harvested wood products (HWP) for 180 countries from 1990 into the future via scenario calculations (until max 2100). The open-source package was recently published in the peer-reviewed journal SoftwareX. Enabled through its modular structure, the Carbon Module enables the analysis of climate-related research questions beyond traditional timber market assessments.
Built on official statistics from the Food and Agriculture Organization (FAO) and simulation results from TiMBA, the Carbon Module provides transparent, reproducible, and policy-relevant estimates in line with IPCC guidelines. An integrated interactive dashboard allows users to dynamically explore and visualize the results.
By facilitating transparent carbon accounting, the Carbon Module supports both research and policymaking, enabling evidence-based evaluations of the forest sector’s contribution to climate change mitigation.
Honkomp T (2026) Carbon module: An open-source python package for global forest carbon accounting. SoftwareX 34:102588, DOI:10.1016/j.softx.2026.102588
https://literatur.thuenen.de/digbib_extern/dn070999.pdf- Project
Carbon Leak - Carbon leakage effects - GitHub








