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proftable <- function(file) { | |
require(plyr) | |
sample.interval <- as.numeric(strsplit(readLines(file, 1), "=")[[1L]][2L])/1e+06 | |
profdata <- as.matrix(read.table(file, header=FALSE, sep=" ", colClasses="character", skip=1, fill=TRUE, na.strings="")) | |
total.time <- nrow(profdata)*sample.interval | |
stacktable <- data.frame(table(aaply(profdata, 1, function(x) paste(rev(na.omit(x)), collapse=" > ")))) | |
names(stacktable) <- c("Stack","PctTime") | |
stacktable$PctTime <- 100*stacktable$PctTime/nrow(profdata) | |
stacktable <- stacktable[order(stacktable$PctTime, decreasing=TRUE), c("PctTime", "Stack")] | |
rownames(stacktable) <- NULL |
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#' Use the data editor for a CSV file | |
#' | |
#' This function loads a CSV file, lets the user edit it in the native data | |
#' editor, then re-saves it, prompting the user for a new name if desired. | |
#' | |
fix.csv <- function(file, new.name=TRUE, sep=",", comment.char="") { | |
tmpframe <- read.csv(file, sep=sep,quote="", colClasses="character", | |
stringsAsFactors=FALSE, comment.char="", | |
blank.lines.skip=FALSE, na.strings="") | |
tmpframe <- edit(tmpframe) |
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#' Use the data editor for a CSV file | |
#' | |
#' This function loads a CSV file, lets the user edit it in the native data | |
#' editor, then re-saves it, prompting the user for a new file name if desired. | |
#' | |
fix.csv <- function(file, new.name=TRUE, sep=",", comment.char="") { | |
tmpframe <- read.csv(file, sep=sep,quote="", colClasses="character", | |
stringsAsFactors=FALSE, comment.char="", | |
blank.lines.skip=FALSE, na.strings="") | |
tmpframe <- edit(tmpframe) |
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A discrete time, age-structured model of a salmon population (semelparous) that can live to age 5, with fishing and environmental stochasticity (by Lauren Yamane, presented to UC Davis R Users' Group) | |
======================================================== | |
Parameter values | |
```{r parameters, comment="#"} | |
a=60 #alpha for Beverton-Holt stock-recruitment curve | |
b=0.00017 #beta for Beverton-Holt | |
tf=2000 #number of time steps | |
N0=c(100,0,0,0,0) #initial population vector for 5 age classes | |
s=0.28 #survival rate with fishing |
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## Some examples using the package plyr | |
library(plyr) | |
## Example dataset from ggplot | |
library(ggplot2) | |
data(mpg) | |
str(mpg) |
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Noam Ross | |
--------- | |
### 13-01-22 14:50:15 | |
Abstract | |
======== | |
Forest disease spreads through plant communities structured by species composition, age distribution, and spatial arrangement. I propose to examine the consequences of the interaction of these components of population structure on a model systems of *Phytophthora ramorum* invasion in California redwood forests. First, I will compare the dynamic behavior of a series of epidemiological models that include different configurations of population structures. Then I will fit these models to time-series data from a network of disease monitoring plots to determine what components of forest population structure are most important for prediction of disease spread. Using the most parsimoniuous models, I will determine optimal schedules of treatment to minimize the probability of disease outbreak. |
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time15 | RUB_sol | MFA_sol | NFA_sol | NFY_sol | SFY_baro_air | NFA_baro_air | |
---|---|---|---|---|---|---|---|
4/30/2012 0:15 | 11.929 | 12.689 | 11.26 | 8.19 | 9.43 | 13.134 | |
4/30/2012 0:30 | 11.879 | 12.627 | 11.28 | 8.18 | 9.25 | 12.925 | |
4/30/2012 0:45 | 11.828 | 12.57 | 11.26 | 8.21 | 9.03 | 12.736 | |
4/30/2012 1:00 | 11.779 | 12.511 | 11.23 | 8.22 | 8.82 | 12.605 | |
4/30/2012 1:15 | 11.73 | 12.459 | 11.17 | 8.23 | 8.6 | 12.455 | |
4/30/2012 1:30 | 11.682 | 12.397 | 11.15 | 8.24 | 8.42 | 12.335 | |
4/30/2012 1:45 | 11.635 | 12.353 | 11.13 | 8.27 | 8.22 | 12.206 | |
4/30/2012 2:00 | 11.589 | 12.296 | 11.08 | 8.28 | 8.06 | 12.083 | |
4/30/2012 2:15 | 11.545 | 12.25 | 11.03 | 8.29 | 7.89 | 11.95 |
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4/30/2012 0:15 | 11.929 | 12.689 | 11.26 | 8.19 | 9.43 | 13.134 | |
---|---|---|---|---|---|---|---|
4/30/2012 0:30 | 11.879 | 12.627 | 11.28 | 8.18 | 9.25 | 12.925 | |
4/30/2012 0:45 | 11.828 | 12.57 | 11.26 | 8.21 | 9.03 | 12.736 | |
4/30/2012 1:00 | 11.779 | 12.511 | 11.23 | 8.22 | 8.82 | 12.605 | |
4/30/2012 1:15 | 11.73 | 12.459 | 11.17 | 8.23 | 8.6 | 12.455 | |
4/30/2012 1:30 | 11.682 | 12.397 | 11.15 | 8.24 | 8.42 | 12.335 | |
4/30/2012 1:45 | 11.635 | 12.353 | 11.13 | 8.27 | 8.22 | 12.206 | |
4/30/2012 2:00 | 11.589 | 12.296 | 11.08 | 8.28 | 8.06 | 12.083 | |
4/30/2012 2:15 | 11.545 | 12.25 | 11.03 | 8.29 | 7.89 | 11.95 |
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4/30/2012 0:15 | 11.929 | 12.689 | 11.26 | 8.19 | 9.43 | 13.134 | |
---|---|---|---|---|---|---|---|
4/30/2012 0:30 | 11.879 | 12.627 | 11.28 | 8.18 | 9.25 | 12.925 | |
4/30/2012 0:45 | 11.828 | 12.57 | 11.26 | 8.21 | 9.03 | 12.736 | |
4/30/2012 1:00 | 11.779 | 12.511 | 11.23 | 8.22 | 8.82 | 12.605 | |
4/30/2012 1:15 | 11.73 | 12.459 | 11.17 | 8.23 | 8.6 | 12.455 | |
4/30/2012 1:30 | 11.682 | 12.397 | 11.15 | 8.24 | 8.42 | 12.335 | |
4/30/2012 1:45 | 11.635 | 12.353 | 11.13 | 8.27 | 8.22 | 12.206 | |
4/30/2012 2:00 | 11.589 | 12.296 | 11.08 | 8.28 | 8.06 | 12.083 | |
4/30/2012 2:15 | 11.545 | 12.25 | 11.03 | 8.29 | 7.89 | 11.95 |
We can make this file beautiful and searchable if this error is corrected: It looks like row 3 should actually have 41 columns, instead of 39 in line 2.
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"","X","Lake.ID","Name","treatment","shorline","sizehectars","elevation","UTM.zone","northing","easting","BUBO.breeding","BUBO.breeding2","PSRE.breeding.Y.N","RACA.y.n","veg.extent","X..of.transects.with.veg","bank.slope","silt.0.1.","silt.total","X10cm.area","vegetated.area","RACA.1K","lakes.1k","dist.ave","ls","raca.basin","fish.basin","lakes.basin","co.lakes.basin","ls2","woody","herbacious","unveg","total","woodyprop","herbprop","unvegprop","logveg","archerb","arcsilt" | |
"1",1,531,"Mill Creek",0,377.96,0.713,2008.9368,10,518882,4565085,"y",1,"n","y",0.691,0.682,0.308095216,0.6818,0.71212,111.5,261.17,3,4,0.5538,0.75,3,0,3,0,1,6082255.229,54367.17182,1399749.194,7536371.595,0.807053521,0.007213972,0.185732508,2.41692328905509,0.0850375574910141,1.00445938904933 | |
"2",2,533,"East Boulder",1,1356.4,11.4,2034.8448,10,518069,4564441,"y",1,"y","y",2.28,0.292,0.092475736,0.376,0.3472,980.56,3092.59,5,10,0.8268,0.5,4,4,8,2,0.5,5699686.549,1302747.189,1470012.242,8472445.979,0.67273212,0.15376282,0.173505059,3.4903223 |