DeDuCE: Deforestation and carbon emissions due to agriculture and forestry activities from 2001-2022

Overview

This dataset provides country-level estimates of agriculture and forestry-driven deforestation and associated carbon emissions for the period 2001-2022. A sub-national level attribution dataset is available for Brazil. Generated by the Deforestation Driver and Carbon Emission (DeDuCE) model, it amalgamates remotely sensed datasets with extensive agricultural statistics to estimate deforestation attributable to agricultural and forestry activities globally. Developed utilizing Google Earth Engine and Python, DeDuCE comprehensively covers over 9300 unique country-commodity footprints across 179 countries and 184 commodities within the specified period, presenting an unmatched scope and granularity of data.

Documentation

The manuscript detailing the dataset is currently archived at EarthArXiV: Singh, C., & Persson, U. M. (2024). Global patterns of commodity-driven deforestation and associated carbon emissions. https://doi.org/10.31223/X5T69B

The insights from this dataset can also be viewed at: https://www.deforestationfootprint.earth

Repository contents

The input and output/data generated by the model are archived here at Zenodo, and their description is available in 'README (files in the directory).txt'.

The columns of the (final) dataset 'DeDuCE_Deforestation_attribution_v1.0.1 (2001-2022).xlsx' in the folder 'Final Attribution Results' represent the following:

Continent/Country group: All countries are divided into 8 geographical regions

ISO: Three-letter country codes defined by ISO

Producer country: Country of deforestation

Year: Year of deforestation, ranges from 2001-2022 

Commodity group: All commodities are divided into 11 commodity groups

Commodity: Name of commodity aligning with FAOSTAT

Deforestation attribution, unamortized (ha): Annual deforestation estimates

Deforestation risk, amortized (ha): 5-year amortised deforestation estimates

Deforestation emissions excl. peat drainage, unamortized (MtCO2): Annual estimates of carbon emissions (based on AGB, BGB, deadwood, litter, soil organic carbon and carbon stock of replacing commodity)

Deforestation emissions excl. peat drainage, amortized (MtCO2): 5-year amortised carbon emission estimates, excluding carbon emissions from peatland drainage 

Peatland drainage emissions (MtCO2): Annual estimates of carbon emissions from peatland drainage 

Deforestation emissions incl. peat drainage, amortized (MtCO2): 5-year amortised carbon emission estimates, including emissions from peatland drainage

Quality Index: Flagging deforestation estimates 

Contact

If you have any questions, you can contact us at:        

      Chandrakant Singh and U. Martin Persson         Email: [e-mail] and [e-mail]         Physical Resource Theory, Department of Space, Earth & Environment,         Chalmers University of Technology, Gothenburg, Sweden