{ "_id": "6a27ae5324555f66ed534e65", "Package": "convoSPAT", "Type": "Package", "Title": "Convolution-Based Nonstationary Spatial Modeling", "Version": "1.2.5", "Date": "2017-12-13", "Authors@R": "person(\"Mark D.\", \"Risser\", email = \"markdrisser@gmail.com\",\nrole = c(\"aut\", \"cre\"))", "Description": "Fits convolution-based nonstationary Gaussian process\nmodels to point-referenced spatial data. The nonstationary\ncovariance function allows the user to specify the underlying\ncorrelation structure and which spatial dependence parameters\nshould be allowed to vary over space: the anisotropy, nugget\nvariance, and process variance. The parameters are estimated\nvia maximum likelihood, using a local likelihood approach. Also\nprovided are functions to fit stationary spatial models for\ncomparison, calculate the Kriging predictor and standard\nerrors, and create various plots to visualize nonstationarity.", "License": "MIT + file LICENSE", "LazyData": "TRUE", "URL": "http://github.com/markdrisser/convoSPAT", "RoxygenNote": "5.0.1", "Config/pak/sysreqs": "make", "Repository": "https://markdrisser.r-universe.dev", "Date/Publication": "2017-12-13 20:03:51 UTC", "RemoteUrl": "https://github.com/markdrisser/convospat", "RemoteRef": "HEAD", "RemoteSha": "e09df2afbac2b67d902ee09265812c6bc99af197", "NeedsCompilation": "no", "Packaged": { "Date": "2026-06-08 08:01:11 UTC", "User": "root" }, "Author": "Mark D. Risser [aut, cre]", "Maintainer": "Mark D. Risser ", "MD5sum": "37bde4e1629e296d9631de16fbf25046", "_user": "markdrisser", "_type": "src", "_file": "convoSPAT_1.2.5.tar.gz", "_fileid": "03622e8514c455cb77df74ec8527a02eb9b29d21a2d8f82f85159eafe7a10626", "_filesize": 278103, "_sha256": "03622e8514c455cb77df74ec8527a02eb9b29d21a2d8f82f85159eafe7a10626", "_created": "2026-06-08T08:01:11.000Z", "_published": "2026-06-09T06:10:27.050Z", "_distro": "noble", "_jobs": [ { "job": 80256782468, "time": 173, "config": "linux-devel-x86_64", "r": "4.7.0", "check": "OK", "artifact": "7474576584" }, { "job": 80256782368, "time": 180, "config": "linux-release-x86_64", "r": "4.6.0", "check": "OK", "artifact": "7474578971" }, { "job": 80256781947, "time": 207, "config": "macos-oldrel-arm64", "r": "4.5.3", "check": "OK", "artifact": "7499793200" }, { "job": 80256781946, "time": 169, "config": "macos-release-arm64", "r": "4.6.0", "check": "OK", "artifact": "7499733444" }, { "job": 80256782138, "time": 230, "config": "source", "r": "4.6.0", "check": "OK", "artifact": "7474520939" }, { "job": 80256782238, "time": 125, "config": "wasm-release", "r": "4.6.0", "check": "OK", "artifact": "7474561005" }, { "job": 80256782476, "time": 192, "config": "windows-devel", "r": "4.7.0", "check": "OK", "artifact": "7474582973" }, { "job": 80256782508, "time": 125, "config": "windows-oldrel", "r": "4.5.3", "check": "OK", "artifact": "7474560850" }, { "job": 80256782564, "time": 154, "config": "windows-release", "r": "4.6.0", "check": "OK", "artifact": "7474570152" } ], "_buildurl": "https://github.com/r-universe/markdrisser/actions/runs/27123862692", "_status": "success", "_host": "GitHub-Actions", "_upstream": "https://github.com/markdrisser/convospat", "_commit": { "id": "e09df2afbac2b67d902ee09265812c6bc99af197", "author": "Mark D. Risser ", "committer": "Mark D. Risser ", "message": "Fix\n", "time": 1513195431 }, "_maintainer": { "name": "Mark D. Risser", "email": "markdrisser@gmail.com", "login": "markdrisser", "description": "Statistician using data science, Bayesian modeling, and computational tools to identify and quantify climate change", "uuid": 11712736 }, "_registered": true, "_dependencies": [ { "package": "R", "version": ">= 3.1.2", "role": "Depends" }, { "package": "stats", "role": "Imports" }, { "package": "graphics", "role": "Imports" }, { "package": "ellipse", "role": "Imports" }, { "package": "fields", "role": "Imports" }, { "package": "geoR", "role": "Imports" }, { "package": "MASS", "role": "Imports" }, { "package": "plotrix", "role": "Imports" }, { "package": "StatMatch", "role": "Imports" } ], "_owner": "markdrisser", "_selfowned": true, "_usedby": 0, "_updates": [], "_tags": [], "_stars": 2, "_contributors": [ { "user": "markdrisser", "count": 17, "uuid": 11712736 } ], "_userbio": { "uuid": 11712736, "type": "user", "name": "Mark Risser", "description": "Statistician using data science, Bayesian modeling, and computational tools to identify and quantify climate change" }, "_downloads": { "count": 224, "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/convoSPAT" }, "_devurl": "https://github.com/markdrisser/convospat", "_searchresults": 58, "_rbuild": "4.6.0", "_assets": [ "extra/citation.cff", "extra/citation.html", "extra/citation.json", "extra/citation.txt", "extra/contents.json", "extra/convoSPAT.html", "manual.pdf" ], "_homeurl": "https://github.com/markdrisser/convospat", "_realowner": "markdrisser", "_cranurl": true, "_releases": [ { "version": "0.1", "date": "2015-07-21" }, { "version": "1.0", "date": "2015-09-28" }, { "version": "1.1", "date": "2016-04-29" }, { "version": "1.1.1", "date": "2016-10-21" }, { "version": "1.2", "date": "2017-04-12" }, { "version": "1.2.4", "date": "2017-11-03" }, { "version": "1.2.6", "date": "2020-01-23" }, { "version": "1.2.7", "date": "2021-01-16" } ], "_exports": [ "Aniso_fit", "evaluate_CV", "f_mc_kernels", "kernel_cov", "make_global_loglik1", "make_global_loglik1_kappa", "make_global_loglik2", "make_global_loglik2_kappa", "make_global_loglik3", "make_global_loglik3_kappa", "make_global_loglik4_kappa", "make_local_lik", "mc_N", "NSconvo_fit", "NSconvo_sim" ], "_datasets": [ { "name": "simdata", "title": "Simulated nonstationary dataset", "object": "simdata", "class": [ "list" ], "fields": [], "table": false, "tojson": true }, { "name": "US.mc.grids", "title": "Mixture component grids for the western United States", "object": "USmcgrids", "class": [ "list" ], "fields": [], "table": false, "tojson": true }, { "name": "US.prediction.locs", "title": "Prediction locations for the western United States", "object": "USpredictionlocs", "class": [ "matrix", "array" ], "fields": {}, "rows": 12884, "table": true, "tojson": true }, { "name": "USprecip97", "title": "Annual precipitation measurements from the western United States, 1997", "object": "USprecip97", "class": [ "data.frame" ], "fields": [ "longitude", "latitude", "annual.ppt", "log.annual.ppt" ], "rows": 1270, "table": true, "tojson": true } ], "_help": [ { "page": "Aniso_fit", "title": "Fit the stationary spatial model", "topics": [ "Aniso_fit" ] }, { "page": "evaluate_CV", "title": "Evaluation criteria", "topics": [ "evaluate_CV" ] }, { "page": "f_mc_kernels", "title": "Calculate mixture component kernel matrices.", "topics": [ "f_mc_kernels" ] }, { "page": "kernel_cov", "title": "Calculate a kernel covariance matrix.", "topics": [ "kernel_cov" ] }, { "page": "make_global_loglik1", "title": "Constructor functions for global parameter estimation.", "topics": [ "make_global_loglik1" ] }, { "page": "make_global_loglik1_kappa", "title": "Constructor functions for global parameter estimation.", "topics": [ "make_global_loglik1_kappa" ] }, { "page": "make_global_loglik2", "title": "Constructor functions for global parameter estimation.", "topics": [ "make_global_loglik2" ] }, { "page": "make_global_loglik2_kappa", "title": "Constructor functions for global parameter estimation.", "topics": [ "make_global_loglik2_kappa" ] }, { "page": "make_global_loglik3", "title": "Constructor functions for global parameter estimation.", "topics": [ "make_global_loglik3" ] }, { "page": "make_global_loglik3_kappa", "title": "Constructor functions for global parameter estimation.", "topics": [ "make_global_loglik3_kappa" ] }, { "page": "make_global_loglik4_kappa", "title": "Constructor functions for global parameter estimation.", "topics": [ "make_global_loglik4_kappa" ] }, { "page": "make_local_lik", "title": "Constructor functions for local parameter estimation.", "topics": [ "make_local_lik" ] }, { "page": "mc_N", "title": "Calculate local sample sizes.", "topics": [ "mc_N" ] }, { "page": "NSconvo_fit", "title": "Fit the nonstationary spatial model", "topics": [ "NSconvo_fit" ] }, { "page": "NSconvo_sim", "title": "Simulate data from the nonstationary model.", "topics": [ "NSconvo_sim" ] }, { "page": "plot.Aniso", "title": "Plot of the estimated correlations from the stationary model.", "topics": [ "plot.Aniso" ] }, { "page": "plot.NSconvo", "title": "Plot from the nonstationary model.", "topics": [ "plot.NSconvo" ] }, { "page": "predict.Aniso", "title": "Obtain predictions at unobserved locations for the stationary spatial model.", "topics": [ "predict.Aniso" ] }, { "page": "predict.NSconvo", "title": "Obtain predictions at unobserved locations for the nonstationary spatial model.", "topics": [ "predict.NSconvo" ] }, { "page": "simdata", "title": "Simulated nonstationary dataset", "topics": [ "simdata" ] }, { "page": "summary.Aniso", "title": "Summarize the stationary model fit.", "topics": [ "summary.Aniso" ] }, { "page": "summary.NSconvo", "title": "Summarize the nonstationary model fit.", "topics": [ "summary.NSconvo" ] }, { "page": "US.mc.grids", "title": "Mixture component grids for the western United States", "topics": [ "US.mc.grids" ] }, { "page": "US.prediction.locs", "title": "Prediction locations for the western United States", "topics": [ "US.prediction.locs" ] }, { "page": "USprecip97", "title": "Annual precipitation measurements from the western United States, 1997", "topics": [ "USprecip97" ] } ], "_rundeps": [ "cli", "cpp11", "DBI", "dotCall64", "dplyr", "ellipse", "farver", "fields", "generics", "geoR", "ggplot2", "glue", "gtable", "isoband", "labeling", "lattice", "lifecycle", "lpSolve", "magrittr", "maps", "MASS", "Matrix", "minqa", "mitools", "numDeriv", "pillar", "pkgconfig", "plotrix", "proxy", "R6", "RColorBrewer", "Rcpp", "RcppArmadillo", "rlang", "S7", "scales", "sp", "spam", "splancs", "StatMatch", "survey", "survival", "tibble", "tidyselect", "utf8", "vctrs", "viridisLite", "withr" ], "_score": 3.0644579892269186, "_indexed": true, "_nocasepkg": "convospat", "_universes": [ "markdrisser" ], "_binaries": [ { "r": "4.7.0", "os": "linux", "version": "1.2.5", "date": "2026-06-08T08:04:12.000Z", "distro": "noble", "commit": "e09df2afbac2b67d902ee09265812c6bc99af197", "fileid": "e80476e26c06314e4b7c56dfb9f36a242478d62616079c45059b9c5643198708", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/markdrisser/actions/runs/27123862692" }, { "r": "4.6.0", "os": "linux", "version": "1.2.5", "date": "2026-06-08T08:04:16.000Z", "distro": "noble", "commit": "e09df2afbac2b67d902ee09265812c6bc99af197", "fileid": "cb5dc1298e42bd3197aef339f978da4f384656da280a84edb915a2b235be058a", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/markdrisser/actions/runs/27123862692" }, { "r": "4.5.3", "os": "mac", "version": "1.2.5", "date": "2026-06-09T06:08:47.000Z", "commit": "e09df2afbac2b67d902ee09265812c6bc99af197", "fileid": "5784a0bb9611b6405a0676b7d58370af79a6f7244af02a4e4e228aefa8c80a21", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/markdrisser/actions/runs/27123862692" }, { "r": "4.6.0", "os": "mac", "version": "1.2.5", "date": "2026-06-09T06:04:55.000Z", "commit": "e09df2afbac2b67d902ee09265812c6bc99af197", "fileid": "5edc5189582245d1b1e9074413a58cf0e7d066529943d3da54605f75de8b09c2", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/markdrisser/actions/runs/27123862692" }, { "r": "4.6.0", "os": "wasm", "version": "1.2.5", "date": "2026-06-08T08:04:26.000Z", "commit": "e09df2afbac2b67d902ee09265812c6bc99af197", "fileid": "dd4ccfcf3874f64a02234ff0ceaf1f154f419792837a4796d3b96435aa4d8948", "status": "success", "buildurl": "https://github.com/r-universe/markdrisser/actions/runs/27123862692" }, { "r": "4.7.0", "os": "win", "version": "1.2.5", "date": "2026-06-08T08:03:38.000Z", "commit": "e09df2afbac2b67d902ee09265812c6bc99af197", "fileid": "63f3f6b00e7272ff4533b085c2b191ec26ac19e36e44d3fd11a908b52296d3c9", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/markdrisser/actions/runs/27123862692" }, { "r": "4.5.3", "os": "win", "version": "1.2.5", "date": "2026-06-08T08:03:23.000Z", "commit": "e09df2afbac2b67d902ee09265812c6bc99af197", "fileid": "47f1214970861a3e4d234b8dd54eb931f0f8858d4df60221fc562920cf4bb0bb", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/markdrisser/actions/runs/27123862692" }, { "r": "4.6.0", "os": "win", "version": "1.2.5", "date": "2026-06-08T08:03:45.000Z", "commit": "e09df2afbac2b67d902ee09265812c6bc99af197", "fileid": "bc8f45f0cba35855c3d08fc56754d18be32be20643d864ac7d89be935e35b6a1", "status": "success", "check": "OK", "buildurl": "https://github.com/r-universe/markdrisser/actions/runs/27123862692" } ] }