{ "_id": "6a12d198acfb0bcc41d226c1", "Package": "carbonpredict", "Title": "Predict Carbon Emissions for UK SMEs", "Version": "2.0.1", "Authors@R": "c(\nperson(\"Hamza\", \"Suleman\", , \"Hamza.Suleman@lloydsbanking.com\", role = c(\"aut\", \"cre\", \"cph\")),\nperson(\"Alec\", \"Phillpotts\", , \"ee21ap@leeds.ac.uk\", role = c(\"ctb\", \"aut\")),\nperson(\"Jasmine\", \"Wells\", , \"ee21jjw@leeds.ac.uk\", role = c(\"ctb\", \"aut\")),\nperson(\"David\", \"Leake\", , \"David.Leake@lloydsbanking.com\", role = c(\"ctb\", \"aut\")))", "Description": "Predict Scope 1, 2 and 3 carbon emissions for UK Small and\nMedium-sized Enterprises (SMEs), using Standard Industrial\nClassification (SIC) codes and annual turnover data, as well as\nScope 1 carbon emissions for UK farms. The 'carbonpredict'\npackage provides single and batch prediction, plotting, and\nworkflow tools for carbon accounting and reporting. The package\nutilises pre-trained models, leveraging rich classified\ntransaction data to accurately predict Scope 1, 2 and 3 carbon\nemissions for UK SMEs as well as identifying emissions\nhotspots. It also provides Scope 1 carbon emissions predictions\nfor UK farms of types: Cereals ex. rice, Dairy, Mixed farming,\nSheep and goats, Cattle & buffaloes, Poultry, Animal production\nand Support for crop production. The methodology used to\nproduce the estimates in this package is fully detailed in the\nfollowing peer-reviewed publications: Phillpotts, A., Owen. A.,\nNorman, J., Trendl, A., Gathergood, J., Jobst, Norbert., Leake,\nD. (2025) \"Bridging the SME Reporting\nGap: A New Model for Predicting Scope 1 and 2 Emissions\" and\nWells, J., Trendl, A., Owen, A., Barrett, J., Gridley, J.,\nJobst, N., Leake, D. (2025) \"A\nScalable Tool for Farm-Level Carbon Accounting: Evidence from\nUK Agriculture\".", "License": "MIT + file LICENSE", "URL": "https://github.com/david-leake/carbonpredict", "Encoding": "UTF-8", "Roxygen": "list(markdown = TRUE)", "RoxygenNote": "7.3.3", "Config/testthat/edition": "3", "Config/pak/sysreqs": "cmake libglpk-dev make libicu-dev libuv1-dev\nlibxml2-dev", "Repository": "https://david-leake.r-universe.dev", "Date/Publication": "2026-01-23 14:45:43 UTC", "RemoteUrl": "https://github.com/david-leake/carbonpredict", "RemoteRef": "HEAD", "RemoteSha": "a143d36ac82acebe31d8b63c4efa29846f46cdbe", "NeedsCompilation": "no", "Packaged": { "Date": "2026-05-24 10:14:48 UTC", "User": "root" }, "Author": "Hamza Suleman [aut, cre, cph],\nAlec Phillpotts [ctb, aut],\nJasmine Wells [ctb, aut],\nDavid Leake [ctb, aut]", "Maintainer": "Hamza Suleman ", "MD5sum": "1bd33045bcd80e6d0fe2c346e1c5119a", "_user": "david-leake", "_type": "src", "_file": "carbonpredict_2.0.1.tar.gz", "_fileid": "5b36be1c04f56966bf7f27afb0ce0a4649eeae0e2f9168030cce427c1372a446", "_filesize": 4974267, "_sha256": "5b36be1c04f56966bf7f27afb0ce0a4649eeae0e2f9168030cce427c1372a446", "_created": "2026-05-24T10:14:48.000Z", "_published": "2026-05-24T10:23:19.975Z", "_distro": "noble", "_jobs": [ { "job": 77589603871, "time": 460, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7184346922" }, { "job": 77589603862, "time": 472, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7184348030" }, { "job": 77589603879, "time": 285, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7184330896" }, { "job": 77589603867, "time": 341, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7184335842" }, { "job": 77589422554, "time": 174, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7184304080" }, { "job": 77589603872, "time": 126, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7184316152" }, { "job": 77589603889, "time": 371, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7184338717" }, { "job": 77589603891, "time": 380, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7184339856" }, { "job": 77589603868, "time": 361, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7184337631" } ], "_buildurl": "https://github.com/r-universe/david-leake/actions/runs/26358447456", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/david-leake/carbonpredict", "_commit": { "id": "a143d36ac82acebe31d8b63c4efa29846f46cdbe", "author": "Hamza-Suleman ", "committer": "Hamza-Suleman ", "message": "version 2.0.1 - update ref to Jasmines paper\n", "time": 1769179543 }, "_maintainer": { "name": "Hamza Suleman", "email": "hamza.suleman@lloydsbanking.com", "login": "hamza-suleman-lbg", "description": "", "uuid": 182782044 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.5.0", "role": "Depends" }, { "package": "dplyr", "role": "Imports" }, { "package": "ggplot2", "role": "Imports" }, { "package": "progress", "role": "Imports" }, { "package": "lmerTest", "role": "Imports" }, { "package": "networkD3", "role": "Imports" }, { "package": "htmltools", "role": "Imports" }, { "package": "htmlwidgets", "role": "Imports" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" }, { "package": "mockery", "role": "Suggests" }, { "package": "png", "role": "Suggests" }, { "package": "grid", "role": "Suggests" } ], "_owner": "david-leake", "_selfowned": true, "_usedby": 0, "_updates": [ { "week": "2025-22", "n": 1 }, { "week": "2025-32", "n": 3 }, { "week": "2025-33", "n": 1 }, { "week": "2025-34", "n": 6 }, { "week": "2025-35", "n": 1 }, { "week": "2025-39", "n": 13 }, { "week": "2025-40", "n": 4 }, { "week": "2025-41", "n": 3 }, { "week": "2025-44", "n": 1 }, { "week": "2026-04", "n": 1 } ], "_tags": [], "_stars": 1, "_contributors": [ { "user": "hamza-suleman", "count": 33, "uuid": 92225185 }, { "user": "ee21ap", "count": 9, "uuid": 126184935 }, { "user": "david-leake", "count": 1, "uuid": 44639167 } ], "_userbio": { "uuid": 44639167, "type": "user", "name": "David E Leake", "description": "Lead Behavioural Scientist at Lloyds Banking Group" }, "_downloads": { "count": 197, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/carbonpredict" }, "_devurl": "https://github.com/david-leake/carbonpredict", "_searchresults": 20, "_rbuild": "4.6.0", "_assets": [ "extra/carbonpredict.html", "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/readme.html", "extra/readme.md", "manual.pdf" ], "_homeurl": "https://github.com/david-leake/carbonpredict", "_realowner": "david-leake", "_cranurl": true, "_releases": [ { "version": "1.0.0", "date": "2025-10-14" }, { "version": "2.0.0", "date": "2025-10-29" }, { "version": "2.0.1", "date": "2026-01-23" } ], "_exports": [ "batch_predict_emissions", "batch_sme_plots", "farms_scope1", "plot_scope3_emissions", "plot_sme_emissions", "sme_emissions_profile", "sme_scope1", "sme_scope2", "sme_scope3", "sme_scope3_hotspots" ], "_help": [ { "page": "batch_predict_emissions", "title": "Batch Predict Emissions", "topics": [ "batch_predict_emissions" ] }, { "page": "batch_sme_plots", "title": "Batch SME Plots", "topics": [ "batch_sme_plots" ] }, { "page": "farms_scope1", "title": "Predict Farm Scope 1 Emissions", "topics": [ "farms_scope1" ] }, { "page": "plot_scope3_emissions", "title": "Plot Scope 3 Emissions Breakdown", "topics": [ "plot_scope3_emissions" ] }, { "page": "plot_sme_emissions", "title": "Plot SME Emissions", "topics": [ "plot_sme_emissions" ] }, { "page": "sme_emissions_profile", "title": "SME Emissions Profile", "topics": [ "sme_emissions_profile" ] }, { "page": "sme_scope1", "title": "Predict SME Scope 1 Emissions", "topics": [ "sme_scope1" ] }, { "page": "sme_scope2", "title": "Predict SME Scope 2 Emissions", "topics": [ "sme_scope2" ] }, { "page": "sme_scope3", "title": "Predict SME Scope 3 Emissions", "topics": [ "sme_scope3" ] }, { "page": "sme_scope3_hotspots", "title": "Predict Top 5 SME Scope 3 Emissions Hotspots", "topics": [ "sme_scope3_hotspots" ] } ], "_readme": "https://github.com/david-leake/carbonpredict/raw/HEAD/README.md", "_rundeps": [ "base64enc", "boot", "bslib", "cachem", "cli", "cpp11", "crayon", "data.tree", "digest", "dplyr", "evaluate", "farver", "fastmap", "fontawesome", "fs", "generics", "ggplot2", "glue", "gtable", "highr", "hms", "htmltools", "htmlwidgets", "igraph", "isoband", "jquerylib", "jsonlite", "knitr", "labeling", "lattice", "lifecycle", "lme4", "lmerTest", "magrittr", "MASS", "Matrix", "memoise", "mime", "minqa", "networkD3", "nlme", "nloptr", "numDeriv", "pillar", "pkgconfig", "prettyunits", "progress", "R6", "rappdirs", "rbibutils", "RColorBrewer", "Rcpp", "RcppEigen", "Rdpack", "reformulas", "rlang", "rmarkdown", "S7", "sass", "scales", "stringi", "tibble", "tidyselect", "tinytex", "utf8", "vctrs", "viridisLite", "withr", "xfun", "yaml" ], "_score": 4.301029995663981, "_indexed": true, "_nocasepkg": "carbonpredict", "_universes": [ "david-leake", "hamza-suleman-lbg" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "2.0.1", "date": "2026-05-24T10:17:00.000Z", "distro": "noble", "commit": "a143d36ac82acebe31d8b63c4efa29846f46cdbe", "fileid": "ea9e74e42418c8f2ae83cab7d1b6eb4b88c0b0d51997b0c0da000004dea4f82b", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/david-leake/actions/runs/26358447456" }, { "r": "4.6.0", "os": "linux", "version": "2.0.1", "date": "2026-05-24T10:17:09.000Z", "distro": "noble", "commit": "a143d36ac82acebe31d8b63c4efa29846f46cdbe", "fileid": "9717ea2b5bacbf997f151dfb095aed2b905d9f3ff4601f95701846de117e3d60", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/david-leake/actions/runs/26358447456" }, { "r": "4.5.3", "os": "mac", "version": "2.0.1", "date": "2026-05-24T10:16:11.000Z", "commit": "a143d36ac82acebe31d8b63c4efa29846f46cdbe", "fileid": "4d6e97c25299efc0b79bccd65144a3bbe1b948c7f84e5426eef204d63be30cb5", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/david-leake/actions/runs/26358447456" }, { "r": "4.6.0", "os": "mac", "version": "2.0.1", "date": "2026-05-24T10:16:31.000Z", "commit": "a143d36ac82acebe31d8b63c4efa29846f46cdbe", "fileid": "5175b0e70e741c9a59b8001cca3779871d8a6dd206e873c8bfcd94a4762a0d9c", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/david-leake/actions/runs/26358447456" }, { "r": "4.6.0", "os": "wasm", "version": "2.0.1", "date": "2026-05-24T10:17:12.000Z", "commit": "a143d36ac82acebe31d8b63c4efa29846f46cdbe", "fileid": "b979d28054ab0da2f61d0253a59e2eca7fa0bbddfafa5283dc3d00115546a553", "status": "success", "buildurl": "https://github.com/r-universe/david-leake/actions/runs/26358447456" }, { "r": "4.7.0", "os": "win", "version": "2.0.1", "date": "2026-05-24T10:16:17.000Z", "commit": "a143d36ac82acebe31d8b63c4efa29846f46cdbe", "fileid": "8f43d59a56e8d9283b023559709f64c5fbbeb38f6270f30479b251a2a8f367a2", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/david-leake/actions/runs/26358447456" }, { "r": "4.5.3", "os": "win", "version": "2.0.1", "date": "2026-05-24T10:16:18.000Z", "commit": "a143d36ac82acebe31d8b63c4efa29846f46cdbe", "fileid": "a01d3b61b590ff4c09f8d5221f30232fc4f198aacca1571c412679b5905f8f26", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/david-leake/actions/runs/26358447456" }, { "r": "4.6.0", "os": "win", "version": "2.0.1", "date": "2026-05-24T10:15:59.000Z", "commit": "a143d36ac82acebe31d8b63c4efa29846f46cdbe", "fileid": "fab84f3d1f9a032e44eb1f80905eef328070074a8a407999b4d72c1e754b1b12", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/david-leake/actions/runs/26358447456" } ] }