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% Generated by roxygen2: do not edit by hand
% Please edit documentation in R/DATA_doby.R
\docType{data}
\name{codstom}
\alias{codstom}
\title{Diet of Atlantic cod in the Gulf of St. Lawrence (Canada)}
\format{
A data frame with 10000 observations on the following 10 variables.
\describe{
\item{\code{region}}{a factor with levels \code{SGSL} \code{NGSL}
representing the southern and northern Gulf of St. Lawrence, respectively}
\item{\code{ship.type}}{a factor with levels \code{2} \code{3} \code{31}
\code{34} \code{90} \code{99}}
\item{\code{ship.id}}{a factor with levels \code{11558} \code{11712}
\code{136148} \code{136885}
\code{136902} \code{137325} \code{151225} \code{151935} \code{99433}}
\item{\code{trip}}{a factor with levels \code{10} \code{11}
\code{12} \code{179} \code{1999}
\code{2} \code{2001} \code{20020808} \code{3} \code{4} \code{5}
\code{6} \code{7} \code{8}
\code{88} \code{9} \code{95}}
\item{\code{set}}{a numeric vector}
\item{\code{fish.id}}{a numeric vector}
\item{\code{fish.length}}{a numeric vector, length in mm}
\item{\code{prey.mass}}{a numeric vector, mass of item in stomach, in g}
\item{\code{prey.type}}{a factor with levels \code{Ammodytes_sp}
\code{Argis_dent}
\code{Chion_opil} \code{Detritus} \code{Empty} \code{Eualus_fab}
\code{Eualus_mac} \code{Gadus_mor} \code{Hyas_aran}
\code{Hyas_coar}
\code{Lebbeus_gro} \code{Lebbeus_pol} \code{Leptocl_mac}
\code{Mallot_vil}
\code{Megan_norv} \code{Ophiuroidea} \code{Other} \code{Paguridae}
\code{Pandal_bor} \code{Pandal_mon} \code{Pasiph_mult}
\code{Sabin_sept}
\code{Sebastes_sp} \code{Them_abys} \code{Them_comp} \code{Them_lib}}
}
}
\source{
Small subset from a larger dataset (more stomachs, more variables,
more \code{prey.types}) collected by D. Chabot and M. Hanson, Fisheries &
Oceans Canada \email{chabotd@dfo-mpo.gc.ca}.
}
\usage{
codstom
}
\description{
Stomach content data for Atlantic cod (\emph{Gadus morhua}) in the Gulf of
St.Lawrence, Eastern Canada. Note: many prey items were of no interest for
this analysis and were regrouped into the "Other" category.
}
\details{
Cod are collected either by contracted commerical fishing vessels
(\code{ship.type} 90 or 99) or by research vessels. Commercial vessels are
identified by a unique \code{ship.id}.
Either one research vessel or several commercial vessels conduct a survey
(\code{trip}), during which a trawl, gillnets or hooked lines are set
several times. Most trips are random stratified surveys (depth-based
stratification).
Each trip takes place within one of the \code{region}s. The \code{trip}
label is only guaranteed to be unique within a region and the \code{set}
label is only guaranteed to be unique within a \code{trip}.
For each fish caught, the \code{fish.length} is recorded and the fish is
allocated a \code{fish.id}, but the \code{fish.id} is only guaranteed to be
unique within a \code{set}. A subset of the fish caught are selected for
stomach analysis (stratified random selection according to fish length; unit
of stratification is the set for research surveys, the combination ship.id
and stratum for surveys conducted by commercial vessels, although strata are
not shown in codstom).
The basic experimental unit in this data set is a cod stomach (one stomach
per fish). Each stomach is uniquely identified by a combination of
\code{region}, \code{ship.type}, \code{ship.id}, \code{trip}, \code{set},
and \code{fish.id}.
For each prey item found in a stomach, the species and mass of the prey item
are recorded, so there can be multiple observations per stomach. There may
also be several prey items with the same \code{prey.type} in the one stomach
(for example many \code{prey.types} have been recoded \code{Other}, which
produced many instances of \code{Other} in the same stomach).
If a stomach is empty, a single observation is recorded with
\code{prey.type} \code{Empty} and a \code{prey.mass} of zero.
}
\examples{
data(codstom)
str(codstom)
# removes multiple occurences of same prey.type in stomachs
codstom1 <- summaryBy(prey.mass ~
region + ship.type + ship.id + trip + set + fish.id + prey.type,
data = codstom,
FUN = sum)
# keeps a single line per stomach with the total mass of stomach content
codstom2 <- summaryBy(prey.mass ~ region + ship.type + ship.id + trip + set + fish.id,
data = codstom,
FUN = sum)
# mean prey mass per stomach for each trip
codstom3 <- summaryBy(prey.mass.sum ~ region + ship.type + ship.id + trip,
data = codstom2, FUN = mean)
\dontrun{
# wide version, one line per stomach, one column per prey type
library(reshape)
codstom4 <- melt(codstom, id = c(1:7, 9))
codstom5 <- cast(codstom4,
region + ship.type + ship.id + trip + set + fish.id + fish.length ~
prey.type, sum)
k <- length(names(codstom5))
prey_col <- 8:k
out <- codstom5[,prey_col]
out[is.na(out)] <- 0
codstom5[,prey_col] <- out
codstom5$total.content <- rowSums(codstom5[, prey_col])
}
}
\concept{dataset}
\keyword{datasets}
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