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BioCro PEcAn workflow | ||
====================== | ||
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```{r, echo=FALSE,warning=FALSE} | ||
require(PEcAn.all) | ||
``` | ||
### Load PEcAn settings file. | ||
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Open and read in settings file for PEcAn run. | ||
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```{r, echo=FALSE,warning=FALSE} | ||
settings <- read.settings(system.file("pecan.biocro.xml", | ||
package = "PEcAn.BIOCRO")) | ||
model <- settings$model$name | ||
``` | ||
### Run PEcAn workflow | ||
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```{r, echo=FALSE,warning=FALSE,cache=TRUE} | ||
settings$pfts$pft$name <- "ebifarm.pavi" | ||
get.trait.data() # Query the trait database for data and priors | ||
run.meta.analysis() # Run the PEcAn meta.analysis | ||
``` | ||
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```{r, echo=FALSE,warning=FALSE,cache=TRUE} | ||
run.write.configs(model) # Calls model specific write.configs e.g. write.config.ed.R | ||
## load met data | ||
start.model.runs(model) # Start ecosystem model runs | ||
get.model.output(model) # Get results of model runs | ||
#run.sensitivity.analysis() # Run sensitivity analysis and variance decomposition on model output | ||
#run.ensemble.analysis() # Run ensemble analysis on model output. | ||
# OPTIONAL: run.ensemble.analysis(plot.timeseries=TRUE) to get an esemble | ||
# time-series output for the target variables set in the PEcAn.xml file | ||
### PEcAn workflow run complete | ||
print("---------- PEcAn Workflow Complete ----------") | ||
#--------------------------------------------------------------------------------------------------# | ||
``` |
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@@ -5,9 +5,12 @@ Version: 1.0 | |
Date: 2013-02-21 | ||
Author: David LeBauer | ||
Maintainer: David LeBauer <[email protected]> | ||
Description: PEcAn integration and model skill testing | ||
Depends: plotrix | ||
Description: PEcAn integration and model skill testing | ||
Depends: | ||
plotrix | ||
License: FreeBSD + file LICENSE | ||
Copyright: Authors | ||
LazyLoad: yes | ||
LazyData: FALSE | ||
LazyData: FALSE | ||
Collate: | ||
'' |
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exportPattern("^[[:alpha:]]+") | ||
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library(ncdf4) | ||
library(PEcAn.utils) | ||
ed2.2008 <- nc_open ('../output/PEcAn_9/out/9/2004.nc'); | ||
xx <- nc_open ('../output/PEcAn_1/out/1/2004.nc') | ||
read.output(run.id=1, outdir='../output/PEcAn_1/out/1', | ||
start.year=2004, end.year=2009, | ||
variables="GPP", | ||
model="SIPNET") |
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#------------------------------------------------------------------------------- | ||
# Copyright (c) 2012 University of Illinois, NCSA. | ||
# All rights reserved. This program and the accompanying materials | ||
# are made available under the terms of the | ||
# University of Illinois/NCSA Open Source License | ||
# which accompanies this distribution, and is available at | ||
# http://opensource.ncsa.illinois.edu/license.html | ||
#------------------------------------------------------------------------------- | ||
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##' plot taylor diagram for benchmark sites | ||
##' @title Taylor Diagram | ||
##' @param runid a numeric vector with the id(s) of one or more runs (folder in runs) to plot | ||
<<<<<<< HEAD | ||
new.taylor <- function(dataset,runid,siteid){ | ||
attach(dataset) | ||
for(run in runid){ | ||
for (si in siteid){ | ||
if (run==runid[1]&&si==siteid[1]){ | ||
taylor.diagram(obs[site %in% si],get(paste("model",run,sep=""))[site %in% si],pos.cor=FALSE) | ||
R <- cor(obs[site %in% si],get(paste("model",run,sep=""))[site %in% si],use="pairwise") | ||
sd.f <- sd(get(paste("model",run,sep=""))[site %in% si]) | ||
lab=paste(paste("model",run,sep=""), paste("site",si,sep="")) | ||
text(sd.f * R, sd.f * sin(acos(R)), labels=lab,pos=3) | ||
} | ||
else { | ||
taylor.diagram(obs[site %in% si],get(paste("model",run,sep=""))[site %in% si],pos.cor=FALSE,add=TRUE) | ||
R <- cor(obs[site %in% si],get(paste("model",run,sep=""))[site %in% si],use="pairwise") | ||
sd.f <- sd(get(paste("model",run,sep=""))[site %in% si]) | ||
lab=paste(paste("model",run,sep=""), paste("site",si,sep="")) | ||
text(sd.f * R, sd.f * sin(acos(R)), labels=lab,pos=3) | ||
} | ||
} | ||
} | ||
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} |
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"","site","date","obs","model1","model2" | ||
"1",1,2001,8.75751883891639,14.4636635852943,14.8594772436841 | ||
"2",1,2001,5.570600225645,13.7817039636525,12.831613781413 | ||
"3",1,2002,12.2498618362862,14.7569321148247,12.532613479884 | ||
"4",2,2003,9.91013278196954,14.3464089021932,8.58774284830218 | ||
"5",2,2004,9.96761947380211,12.2236949500956,11.5655498346741 | ||
"6",3,2005,11.8876724213706,6.03194491240988,14.2538246805991 |
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#------------------------------------------------------------------------------- | ||
# Copyright (c) 2012 University of Illinois, NCSA. | ||
# All rights reserved. This program and the accompanying materials | ||
# are made available under the terms of the | ||
# University of Illinois/NCSA Open Source License | ||
# which accompanies this distribution, and is available at | ||
# http://opensource.ncsa.illinois.edu/license.html | ||
#------------------------------------------------------------------------------- | ||
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#--------------------------------------------------------------------------------------------------# | ||
##' | ||
##' generate benchmarking inputs table | ||
##' @title Generate benchmarking inputs | ||
##' @param runid the id of the run (folder in runs) to execute | ||
set.seed(1) | ||
<<<<<<< HEAD:qaqc/inst/extdata/extdata.R | ||
testdata=data.frame(site=c(1,1,1,2,2,3),time=c(2001,2001,2002,2003,2004,2005),obs=rnorm(6,10,2),model1=rnorm(6,10,3)+2,model2=rnorm(6,11,3)+2) | ||
write.csv(testdata, file="/home/carya/pecan/qaqc/inst/extdata/testdata.csv") | ||
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read.csv(system.file("extdata/testdata.csv", package = "PEcAn.qaqc")) | ||
======= | ||
data=data.frame(site=c(1,1,1,2,2,3),date=c(2001,2001,2002,2003,2004,2005),obs=rnorm(6,10,2),model1=rnorm(6,10,3)+2,model2=rnorm(6,11,3)+2) | ||
write.csv(data, file="/home/carya/pecan/qaqc/inst/extdata/data.csv") | ||
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read.csv(system.file("extdata/data.csv", package = "PEcAn.qaqc")) | ||
>>>>>>> 2e67e66597e65e855e75f651c1f13bae015c21af:qaqc/inst/extdata/extdata.R |
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#------------------------------------------------------------------------------- | ||
# Copyright (c) 2012 University of Illinois, NCSA. | ||
# All rights reserved. This program and the accompanying materials | ||
# are made available under the terms of the | ||
# University of Illinois/NCSA Open Source License | ||
# which accompanies this distribution, and is available at | ||
# http://opensource.ncsa.illinois.edu/license.html | ||
#------------------------------------------------------------------------------- | ||
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library("plotrix") | ||
<<<<<<< HEAD | ||
set.seed(5) | ||
testdata <- data.frame(site=c(1,1,1,2,2,3), | ||
date=c(2001,2001,2002,2003,2004,2005), | ||
obs=rnorm(6,10,2),model1=rnorm(6,10,3),model2=rnorm(6,10,3)) | ||
======= | ||
set.seed(1) | ||
testdata <- data.frame(site=c(1,1,1,2,2,3), | ||
date=c(2001,2001,2002,2003,2004,2005), | ||
obs=rnorm(6,10,2),model1=rnorm(6,10,3)+2,model2=rnorm(6,11,3)+2) | ||
>>>>>>> 2e67e66597e65e855e75f651c1f13bae015c21af | ||
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taylor.diagram(testdata$obs,testdata$model1,pos.cor=FALSE) | ||
taylor.diagram(testdata$obs,model=testdata$model2,add=TRUE,col="blue") |
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Title | ||
============ | ||
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looking at how read.output works | ||
------ | ||
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```{r, echo=FALSE, message=FALSE} | ||
library(ncdf4) | ||
library(PEcAn.utils) | ||
ed2.2008 <- nc_open ('../output/PEcAn_9/out/9/2004.nc'); | ||
xx <- nc_open ('../output/PEcAn_13/out/13/2004.nc') | ||
read.output(run.id=1, outdir='../output/PEcAn_1/out/1', | ||
start.year=2004, end.year=2009, | ||
variables="GPP", | ||
model="SIPNET") | ||
``` | ||
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```{r fig.width=7, fig.height=6} | ||
``` |
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<!DOCTYPE html> | ||
<!-- saved from url=(0014)about:internet --> | ||
<html> | ||
<head> | ||
<meta http-equiv="Content-Type" content="text/html; charset=utf-8"/> | ||
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<title></title> | ||
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<style type="text/css"> | ||
body, td { | ||
font-family: sans-serif; | ||
background-color: white; | ||
font-size: 12px; | ||
margin: 8px; | ||
} | ||
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tt, code, pre { | ||
font-family: 'DejaVu Sans Mono', 'Droid Sans Mono', 'Lucida Console', Consolas, Monaco, monospace; | ||
} | ||
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h1 { | ||
font-size:2.2em; | ||
} | ||
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h2 { | ||
font-size:1.8em; | ||
} | ||
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h3 { | ||
font-size:1.4em; | ||
} | ||
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h4 { | ||
font-size:1.0em; | ||
} | ||
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h5 { | ||
font-size:0.9em; | ||
} | ||
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h6 { | ||
font-size:0.8em; | ||
} | ||
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a:visited { | ||
color: rgb(50%, 0%, 50%); | ||
} | ||
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pre { | ||
margin-top: 0; | ||
max-width: 95%; | ||
border: 1px solid #ccc; | ||
white-space: pre-wrap; | ||
} | ||
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pre code { | ||
display: block; padding: 0.5em; | ||
} | ||
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code.r, code.cpp { | ||
background-color: #F8F8F8; | ||
} | ||
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table, td, th { | ||
border: none; | ||
} | ||
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blockquote { | ||
color:#666666; | ||
margin:0; | ||
padding-left: 1em; | ||
border-left: 0.5em #EEE solid; | ||
} | ||
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hr { | ||
height: 0px; | ||
border-bottom: none; | ||
border-top-width: thin; | ||
border-top-style: dotted; | ||
border-top-color: #999999; | ||
} | ||
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@media print { | ||
* { | ||
background: transparent !important; | ||
color: black !important; | ||
filter:none !important; | ||
-ms-filter: none !important; | ||
} | ||
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body { | ||
font-size:12pt; | ||
max-width:100%; | ||
} | ||
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a, a:visited { | ||
text-decoration: underline; | ||
} | ||
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hr { | ||
visibility: hidden; | ||
page-break-before: always; | ||
} | ||
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pre, blockquote { | ||
padding-right: 1em; | ||
page-break-inside: avoid; | ||
} | ||
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tr, img { | ||
page-break-inside: avoid; | ||
} | ||
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img { | ||
max-width: 100% !important; | ||
} | ||
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@page :left { | ||
margin: 15mm 20mm 15mm 10mm; | ||
} | ||
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@page :right { | ||
margin: 15mm 10mm 15mm 20mm; | ||
} | ||
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p, h2, h3 { | ||
orphans: 3; widows: 3; | ||
} | ||
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h2, h3 { | ||
page-break-after: avoid; | ||
} | ||
} | ||
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</style> | ||
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</head> | ||
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<body> | ||
<pre><code>## Error in R_nc4_open: No such file or directory | ||
</code></pre> | ||
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<pre><code>## Error: Error in nc_open trying to open file | ||
## ../output/PEcAn_9/out/9/2004.nc | ||
</code></pre> | ||
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<pre><code>## Error in R_nc4_open: No such file or directory | ||
</code></pre> | ||
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<pre><code>## Error: Error in nc_open trying to open file | ||
## ../output/PEcAn_1/out/1/2004.nc | ||
</code></pre> | ||
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<pre><code>## 2013-03-07 15:24:53 WARN [<text>#5: read.output(run.id = 1, outdir = "../output/PEcAn_1/out/1", ] : File conversion function model2netcdf does not exist for SIPNET | ||
</code></pre> | ||
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<pre><code>## [1] NA | ||
</code></pre> | ||
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</body> | ||
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</html> | ||
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``` | ||
## Error in R_nc4_open: No such file or directory | ||
``` | ||
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``` | ||
## Error: Error in nc_open trying to open file | ||
## ../output/PEcAn_9/out/9/2004.nc | ||
``` | ||
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``` | ||
## Error in R_nc4_open: No such file or directory | ||
``` | ||
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``` | ||
## Error: Error in nc_open trying to open file | ||
## ../output/PEcAn_1/out/1/2004.nc | ||
``` | ||
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``` | ||
## 2013-03-07 15:24:53 WARN [<text>#5: read.output(run.id = 1, outdir = "../output/PEcAn_1/out/1", ] : File conversion function model2netcdf does not exist for SIPNET | ||
``` | ||
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``` | ||
## [1] NA | ||
``` | ||
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