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Package: Bclim | ||
Type: Package | ||
Title: Bayesian Palaeoclimate Reconstruction from Pollen | ||
Version: 2.1 | ||
Date: 2012-06-18 | ||
Version: 2.2 | ||
Date: 2013-01-23 | ||
Author: Andrew Parnell, Thinh Doan and James Sweeney | ||
Maintainer: Andrew Parnell <Andrew.Parnell@ucd.ie> | ||
Depends: mclust, hdrcde, statmod, MASS | ||
Suggests: Bchron, doMC, foreach | ||
Description: This package takes pollen/time data from lake cores and | ||
produces a Bayesian posterior distribution of palaeoclimate | ||
from that location after fitting a non-linear non-Gaussian | ||
state-space model. | ||
License: GPL (> 2) | ||
Packaged: 2012-06-21 11:28:30 UTC; andrewparnell | ||
state-space model. This latest version fixes a bug where | ||
volatilities were estimated incorrectly | ||
License: GPL (>= 2) | ||
Packaged: 2013-01-23 13:15:04 UTC; aparnell | ||
Repository: CRAN | ||
Date/Publication: 2012-06-22 05:42:18 | ||
Date/Publication: 2013-01-23 16:20:13 |
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80b2f4ee1626d401c712ddd63d3ccea0 *DESCRIPTION | ||
af121cad74c504d64bd80caf0a2640f8 *NAMESPACE | ||
3055d527f9894b4cb6ee8d6b238ac748 *DESCRIPTION | ||
8e419122bd6a5b07a3a495d573138afc *NAMESPACE | ||
5f2912b0a548a38cd6d4eb0cf7b7e477 *R/Bclim-internal.R | ||
c6f874826f8e6697c8eec0b90413f529 *R/Bclim.R | ||
f776eb835eb11d4c792b0cf2cca720e5 *R/BclimCompile.R | ||
a620ff083452b9c4b375ecc23fcbc3c4 *R/BclimInterp.R | ||
4cff32608adc1207131105a1982713e9 *R/BclimInterp.R | ||
af57a23af5cd03c0f897ade4349cb3d2 *R/BclimLayer.R | ||
761805ea8ab41e32ec315b2065eb6a55 *R/BclimMCMC.R | ||
645e6ad9edbe2262d5a66f6c631b8e42 *R/BclimMixPar.R | ||
041a88b7f1a4e3db237178fe3c5422f8 *R/BclimMCMC.R | ||
c382207be84fe453dc5d4b7c35c4da95 *R/BclimMixPar.R | ||
89588b14f7687294d938dd3f7ca1b1cc *R/BclimMixSer.R | ||
856245e1980b34b2eea6bb3f130c9c08 *R/BclimRun.R | ||
5a49d5a089a94c542e156c58340dd6c7 *R/IGb.R | ||
49e12baf19dd1ca736d363d561343e18 *R/IGp.R | ||
159639435b3bc30535e839516d5b7cf6 *R/IGrv.R | ||
ae7de8c8b413e9cd687dcacab7ec7a3a *R/NIGB.R | ||
c4c4b74e9f3177cf7ef6130e01636081 *R/NIGp3.R | ||
f48b41d0a322f1bfa36fac12444f3bd4 *R/NIGB.R | ||
3c8d4d5c7857fb8cf3a1eb8a841642f2 *R/NIGp3.R | ||
9b83e343f86b627f055a360f78511deb *R/plotBclim.R | ||
d385f12dbe1227314f75a2b58b53e2ea *R/plotBclimVol.R | ||
54dbbd2174637d2b96a74f65066706ea *R/zzz.R | ||
79d3bbeec2f031b8b540de2d8291df8f *man/Bclim-package.Rd | ||
1baa9cbbb86f16e4b508a30b5a6f2e85 *man/BclimCompile.Rd | ||
3604dcb5b47d278420a3357235e6797f *man/BclimInterp.Rd | ||
eba7fbd97a896a794b26ebcee5e784fc *man/Bclim-package.Rd | ||
3b3ae1db0dd7153c87186a432aeff7c6 *man/BclimCompile.Rd | ||
844027ba79272149b55c70e30dde004a *man/BclimInterp.Rd | ||
cb66a992d9bdf6fdd8f0c9449f573f4f *man/BclimLayer.Rd | ||
d8a8f65896e65e2fb267f8e42265de98 *man/BclimMCMC.Rd | ||
8e663516c0b187ae1ae3eeb99b45a8a6 *man/BclimMixPar.Rd | ||
e84429c8ecbf2f98bcdefe298eab802e *man/BclimMixSer.Rd | ||
3b2c60bb1b8212f936d4d8f9829ebfeb *man/BclimRun.Rd | ||
b0a7474ed56d099f97d9633de18b009b *man/plotBclim.Rd | ||
11f1d95937b7b6d8c1cf8d48f909fd28 *man/plotBclimVol.Rd | ||
27c1cba70042855c1032932a5c7f3626 *src/BclimMCMC3D.c | ||
fd2b950219625b2cc6fed00790569963 *man/BclimMCMC.Rd | ||
bc6b60f2b815ecf01afe6d3379879482 *man/BclimMixPar.Rd | ||
d3e0c28f0ba477c4b69f042d18564b1f *man/BclimMixSer.Rd | ||
d098a650d48d745dfcd4ef089baa1cb4 *man/BclimRun.Rd | ||
2a5fdad1ccd8655ef2a5a9457b876578 *man/NIGB.Rd | ||
78acf6ecd9f34501621bb24312632701 *man/NIGp3.Rd | ||
f46732a1c4585ce1457b92572090dde7 *man/plotBclim.Rd | ||
d869628c17b2764282187b609858549e *man/plotBclimVol.Rd | ||
5b72d41aaa4cd831235669faa9f3e617 *src/BclimMCMC3D.c | ||
efa94aa42c370a9851dca166219f9c0f *src/PalaeoRecon3D.c | ||
9594b50dc5caaf135522c553475a55a9 *src/use.c | ||
effde32cdc7ea252698c65b8e9b48b58 *src/use.c | ||
1c8929a0e47b44cb06b0586a95adbbac *src/use.h |
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exportPattern("^[[:alpha:]]+") | ||
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useDynLib(Bclim) | ||
|
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export(Bclim, BclimLayer, BclimMixPar, BclimMixSer, BclimMCMC, BclimCompile, BclimInterp, plotBclim, plotBclimVol) |
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.Random.seed <- | ||
c(403L, 10L, 1579219043L, 450026753L, 1134948464L, -205808626L, | ||
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1918355060L, 1016465410L, 1168142999L, 689904737L, 333723814L, | ||
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1675311662L, 804659419L, -1920606787L, -967529686L, -65084472L, | ||
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1243023464L, -1478943674L, 812944852L) | ||
.onAttach <- | ||
function(libname, pkgname) { | ||
Bclimver <- read.dcf(file=system.file("DESCRIPTION", package=pkgname), | ||
fields="Version") | ||
packageStartupMessage(paste(pkgname, Bclimver)) | ||
packageStartupMessage("Welcome to Bclim. Type help(Bclim) to get started.") | ||
packageStartupMessage("See http://mathsci.ucd.ie/~parnell_a/Bclim.html for updates, bugs and a tutorial.") | ||
} |
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Bclim <- | ||
function(pollen.loc,chron.loc,core.name="Core",time.grid=seq(0,14,length=100),rsfile,nchrons=10000,parallel=FALSE,save.as.you.go=TRUE) { | ||
|
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if(!file.exists(pollen.loc)) stop(cat("Pollen data not found. Check",pollen.loc)) | ||
if(!file.exists(chron.loc)) stop(cat("Chronology data not found. Check",chron.loc)) | ||
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pollen.data <- as.matrix(read.table(pollen.loc,header=TRUE)) | ||
temp.chron <- read.table(chron.loc,nrows=5) | ||
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# Some error handling | ||
if(ncol(pollen.data)!=28) stop("Number of pollen taxa should be 28") | ||
if(nrow(pollen.data)!=ncol(temp.chron)) stop("Number of columns in chronology should be the same | ||
as the number of rows in the pollen data") | ||
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### Run Stage 1 - calculate layer posteriors | ||
cat("Stage 1 of 4: calculating layer posteriors...\n") | ||
step1filename <- paste(gsub(" ","_",core.name),"_step1.RData",sep="") | ||
if(!file.exists(step1filename)) { | ||
step1 <- BclimLayer(pollen.loc,rsfile) | ||
if(save.as.you.go) save(step1,file=paste(gsub(" ","_",core.name),"_step1.RData",sep="")) | ||
} else { | ||
load(step1filename) | ||
} | ||
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### Run Stage 2 | ||
cat("Stage 2 of 4: approximating as mixtures of Gaussians...\n") | ||
step2filename <- paste(gsub(" ","_",core.name),"_step2.RData",sep="") | ||
if(!file.exists(step2filename)) { | ||
if(parallel) { | ||
step2 <- BclimMixPar(step1) | ||
} else { | ||
step2 <- BclimMixSer(step1) | ||
} | ||
if(save.as.you.go) save(step2,file=paste(gsub(" ","_",core.name),"_step2.RData",sep="")) | ||
} else { | ||
load(step2filename) | ||
} | ||
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### Run Stage 3 | ||
cat("Stage 3 of 4: estimating parameters...\n") | ||
step2$Chronsfile <- chron.loc | ||
step3filename <- paste(gsub(" ","_",core.name),"_step3.RData",sep="") | ||
if(!file.exists(step3filename)) { | ||
step3 <- BclimMCMC(step2,chron.loc,nchron=nchrons) | ||
if(save.as.you.go) save(step3,file=paste(gsub(" ","_",core.name),"_step3.RData",sep="")) | ||
} else { | ||
load(step3filename) | ||
} | ||
|
||
### Run Stage 4 | ||
cat("Stage 4 of 4: interpolating onto grid...\n") | ||
step4filename <- paste(gsub(" ","_",core.name),"_step4.RData",sep="") | ||
if(!file.exists(step4filename)) { | ||
step4 <- BclimInterp(step2,step3,time.grid) | ||
if(save.as.you.go) save(step4,file=paste(gsub(" ","_",core.name),"_step4.RData",sep="")) | ||
} else { | ||
load(step4filename) | ||
} | ||
|
||
# Output results | ||
cat("Compiling results...\n") | ||
results <- BclimCompile(step1,step2,step3,step4,core.name=core.name) | ||
cat("Done!\n") | ||
return(results) | ||
} |
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