{ "_id": "6aca4900fe5cc25786e86986", "Package": "toeclim", "Type": "Package", "Title": "Time of Emergence of Climate Signals from Internal Variability", "Version": "0.1.0", "Authors@R": "person(\"Abul Kashem Faruki\", \"Fahim\", , \"farukifahim@du.ac.bd\",\nrole = c(\"aut\", \"cre\", \"cph\"),\ncomment = c(ORCID = \"0000-0002-8554-4730\"))", "Description": "Detects when a forced climate change signal emerges from\ninternal variability ('time of emergence') in annual climate\ntime series such as temperature or precipitation. The signal is\nestimated with a linear, quadratic or locally weighted smoother\nand compared with noise estimated from a baseline period.\nEmergence is defined through configurable signal-to-noise\nthresholds and persistence rules. Uncertainty in the time of\nemergence is quantified by autoregressive or moving-block\nbootstrap resampling. Helpers are provided for multi-member\nensembles, threshold sensitivity, anomaly and annual\naggregation, Mann-Kendall trend tests with trend-free\nprewhitening, and synthetic data generation. The approach\nbuilds on Hawkins and Sutton (2012) ,\nYue et al. (2002) and Sen (1968)\n.", "License": "MIT + file LICENSE", "VignetteBuilder": "knitr", "Config/testthat/edition": "3", "Encoding": "UTF-8", "LazyData": "true", "RoxygenNote": "7.3.1", "NeedsCompilation": "no", "Packaged": { "Date": "2026-10-10 14:14:37 UTC", "User": "root" }, "Author": "Abul Kashem Faruki Fahim [aut, cre, cph] (ORCID:\n)", "Maintainer": "Abul Kashem Faruki Fahim ", "Repository": "https://cran.r-universe.dev", "Date/Publication": "2026-10-10 13:53:45 UTC", "RemoteUrl": "https://github.com/cran/toeclim", "RemoteRef": "HEAD", "RemoteSha": "e97e1f74c7a167abbb75c41eb468b5e7255d6b48", "_user": "cran", "_type": "src", "_file": "toeclim_0.1.0.tar.gz", "_fileid": "https://r2.ropensci.org/e7737bcaada359542d651e91fd2c1067a9e0eb30072e91e632d0ca832e9ebc58", "_filesize": 404349, "_sha256": "e7737bcaada359542d651e91fd2c1067a9e0eb30072e91e632d0ca832e9ebc58", "_expires": "2027-01-18T14:17:34.000Z", "_created": "2026-10-10T14:14:37.000Z", "_published": "2026-10-10T14:17:36.654Z", "_buildurl": "https://github.com/r-universe/cran/actions/runs/38058651773", "_status": "success", "_host": "GitHub-Actions", "_jobs": [ { "job": 114232800202, "time": 132, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11672226692" }, { "job": 114232800219, "time": 136, "config": "linux-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11672421321" }, { "job": 114232283397, "time": 160, "config": "source", "r": "4.6.1", "check": "OK", "artifact": "11672635870" }, { "job": 114232800143, "time": 94, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "11672147652" }, { "job": 114232800203, "time": 63, "config": "windows-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "11671079535" }, { "job": 114232800212, "time": 58, "config": "windows-release-x86_64", "r": "4.6.1", "check": "OK", "artifact": "11672346314" } ], "_upstream": "https://github.com/cran/toeclim", "_commit": { "id": "e97e1f74c7a167abbb75c41eb468b5e7255d6b48", "author": "Abul Kashem Faruki Fahim ", "committer": "cran-robot ", "message": "version 0.1.0\n", "time": 1791640425 }, "_maintainer": { "name": "Abul Kashem Faruki Fahim", "email": "farukifahim@du.ac.bd", "orcid": "0000-0002-8554-4730" }, "_distro": "resolute", "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.5.0", "role": "Depends" }, { "package": "graphics", "role": "Imports" }, { "package": "grDevices", "role": "Imports" }, { "package": "stats", "role": "Imports" }, { "package": "knitr", "role": "Suggests" }, { "package": "rmarkdown", "role": "Suggests" }, { "package": "testthat", "version": ">= 3.0.0", "role": "Suggests" } ], "_owner": "cran", "_selfowned": false, "_usedby": 0, "_updates": [ { "week": "2026-41", "n": 1 } ], "_tags": [ { "name": "0.1.0", "date": "2026-10-10" } ], "_stars": 0, "_userbio": { "uuid": 6899542, "type": "organization", "name": "cran", "followers": 630, "description": "Unofficial read-only mirror of all CRAN R packages" }, "_downloads": { "count": 0, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/toeclim" }, "_searchresults": 0, "_rbuild": "4.6.1", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/manual.pdf", "extra/NEWS.html", "extra/NEWS.txt", "extra/readme.html", "extra/readme.md", "extra/toeclim.html", "LICENSE" ], "_cranurl": false, "_exports": [ "toe_annual", "toe_anomaly", "toe_emerge", "toe_ensemble", "toe_noise", "toe_prob", "toe_sensitivity", "toe_simulate", "toe_trend" ], "_datasets": [ { "name": "toe_example", "title": "Synthetic 10-member ensemble of annual temperature anomalies", "object": "toe_example", "class": [ "data.frame" ], "fields": [ "year", "forced", "member_01", "member_02", "member_03", "member_04", "member_05", "member_06", "member_07", "member_08", "member_09", "member_10" ], "rows": 201, "table": true, "tojson": true } ], "_help": [ { "page": "plot.toe", "title": "Plot a time-of-emergence analysis", "topics": [ "plot.toe" ] }, { "page": "plot.toe_ensemble", "title": "Plot ensemble time of emergence", "topics": [ "plot.toe_ensemble" ] }, { "page": "toe_annual", "title": "Aggregate sub-annual data to annual values", "topics": [ "toe_annual" ] }, { "page": "toe_anomaly", "title": "Compute anomalies relative to a baseline climatology", "topics": [ "toe_anomaly" ] }, { "page": "toe_emerge", "title": "Time of emergence of a climate signal", "topics": [ "toe_emerge" ] }, { "page": "toe_ensemble", "title": "Time of emergence across an ensemble", "topics": [ "toe_ensemble" ] }, { "page": "toe_example", "title": "Synthetic 10-member ensemble of annual temperature anomalies", "topics": [ "toe_example" ] }, { "page": "toe_noise", "title": "Estimate internal variability (noise)", "topics": [ "toe_noise" ] }, { "page": "toe_prob", "title": "Probability of emergence by a given time", "topics": [ "toe_prob" ] }, { "page": "toe_sensitivity", "title": "Sensitivity of the time of emergence to threshold choices", "topics": [ "toe_sensitivity" ] }, { "page": "toe_simulate", "title": "Simulate synthetic climate series with a known forced signal", "topics": [ "toe_simulate" ] }, { "page": "toe_trend", "title": "Robust trend test: Sen's slope with a Mann-Kendall test", "topics": [ "toe_trend" ] } ], "_readme": "https://github.com/cran/toeclim/raw/HEAD/README.md", "_rundeps": [], "_vignettes": [ { "source": "introduction.Rmd", "filename": "introduction.html", "title": "Getting started with toeclim", "engine": "knitr::rmarkdown", "headings": [ "What is time of emergence?", "A single series", "How likely is emergence by a given date?", "Sensitivity to subjective choices", "Ensembles", "Preparing real data", "Notes and limitations", "References" ], "created": "2026-10-10 13:53:45", "modified": "2026-10-10 13:53:45", "commits": 1 } ], "_score": 2.6989700043360187, "_indexed": true, "_nocasepkg": "toeclim", "_universes": [ "cran" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "0.1.0", "date": "2026-10-10T14:16:57.000Z", "distro": "resolute", "commit": "e97e1f74c7a167abbb75c41eb468b5e7255d6b48", "fileid": "https://r2.ropensci.org/fe4039df6f15c0d5f7dee3104285454d5aeac58f014b2fbfe350b8ad2d2b6fb2", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/38058651773" }, { "r": "4.6.1", "os": "linux", "version": "0.1.0", "date": "2026-10-10T14:16:58.000Z", "distro": "resolute", "commit": "e97e1f74c7a167abbb75c41eb468b5e7255d6b48", "fileid": "https://r2.ropensci.org/8e5464f35b872e3ca872f21399a1ff083ebad968004a92e32ca40921d486ef0d", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/38058651773" }, { "r": "4.6.0", "os": "wasm", "version": "0.1.0", "date": "2026-10-10T14:16:28.000Z", "commit": "e97e1f74c7a167abbb75c41eb468b5e7255d6b48", "fileid": "https://r2.ropensci.org/c39d935457ee81047b8a645880b0231ec521bdcc76201a67bed389f12f8d48d1", "status": "success", "buildurl": "https://github.com/r-universe/cran/actions/runs/38058651773" }, { "r": "4.7.0", "os": "win", "version": "0.1.0", "date": "2026-10-10T14:15:38.000Z", "commit": "e97e1f74c7a167abbb75c41eb468b5e7255d6b48", "fileid": "https://r2.ropensci.org/075ace80fc6bf682153f9cf08a3b5673281ecb2f3f9859588c454f84f71a7824", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/38058651773" }, { "r": "4.6.1", "os": "win", "version": "0.1.0", "date": "2026-10-10T14:15:39.000Z", "commit": "e97e1f74c7a167abbb75c41eb468b5e7255d6b48", "fileid": "https://r2.ropensci.org/d132616263522a2e20849364178a0c9ca110d854b194764db2011f05f003ac67", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/cran/actions/runs/38058651773" } ] }