carbonpredict: Predict Carbon Emissions for UK SMEs
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 publication in the Journal of Industrial Ecology: 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".
| Version: |
2.0.0 |
| Depends: |
R (≥ 3.5.0) |
| Imports: |
dplyr, ggplot2, progress, lmerTest, networkD3, htmltools, htmlwidgets |
| Suggests: |
testthat (≥ 3.0.0), mockery, png, grid |
| Published: |
2025-10-29 |
| DOI: |
10.32614/CRAN.package.carbonpredict |
| Author: |
Hamza Suleman [aut, cre, cph],
Alec Phillpotts [ctb, aut],
Jasmine Wells [ctb, aut],
David Leake [ctb, aut] |
| Maintainer: |
Hamza Suleman <Hamza.Suleman at lloydsbanking.com> |
| License: |
MIT + file LICENSE |
| URL: |
https://github.com/david-leake/carbonpredict |
| NeedsCompilation: |
no |
| Materials: |
README |
| CRAN checks: |
carbonpredict results |
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