Predict Carbon Emissions for UK SMEs R package carbonpredict version 2.0.1 Predict Scope 1, 2 and 3 carbon emissions for UK Small and Medium-sized Enterprises (SMEs), using Standard Industrial Classification (SIC) codes and annual turnover data, as well as Scope 1 carbon emissions for UK farms. The 'carbonpredict' package provides single and batch prediction, plotting, and workflow tools for carbon accounting and reporting. The package utilises pre-trained models, leveraging rich classified transaction data to accurately predict Scope 1, 2 and 3 carbon emissions for UK SMEs as well as identifying emissions hotspots. It also provides Scope 1 carbon emissions predictions for UK farms of types: Cereals ex. rice, Dairy, Mixed farming, Sheep and goats, Cattle & buffaloes, Poultry, Animal production and Support for crop production. The methodology used to produce the estimates in this package is fully detailed in the following peer-reviewed publications: Phillpotts, A., Owen. A., Norman, J., Trendl, A., Gathergood, J., Jobst, Norbert., Leake, D. (2025) <doi:10.1111/jiec.70106> "Bridging the SME Reporting Gap: A New Model for Predicting Scope 1 and 2 Emissions" and Wells, J., Trendl, A., Owen, A., Barrett, J., Gridley, J., Jobst, N., Leake, D. (2025) <doi:10.1088/1748-9326/ae20ab> "A Scalable Tool for Farm-Level Carbon Accounting: Evidence from UK Agriculture". Software Depends: R (>= 3.5.0) Imports: dplyr, ggplot2, progress, lmerTest, networkD3, htmltools, htmlwidgets Suggests: testthat (>= 3.0.0), mockery, png, grid Hamza Suleman <Hamza.Suleman@lloydsbanking.com> Comprehensive R Archive Network (CRAN) Hamza Suleman [aut, cre, cph], Alec Phillpotts [ctb, aut], Jasmine Wells [ctb, aut], David Leake [ctb, aut] MIT + file LICENSE (https://CRAN.R-project.org/package=carbonpredict/LICENSE) 2026-01-23 application/tgz https://CRAN.R-project.org/package=carbonpredict doi:10.32614/CRAN.package.carbonpredict