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###############################################################################
# #
# Spawning Stock Biomass Per Recruit Analysis #
# #
###############################################################################
sbpr<-function(age=NULL,ssbwgt=NULL,partial=NULL,pmat=pmat,M=NULL,pF=NULL, pM=NULL,MSP=40,plus=FALSE,oldest=NULL,maxF=2,incrF=0.0001,graph=TRUE){
if(is.null(age))
stop ("age vector is missing")
if(is.null(ssbwgt))
stop (" ssbwgt vector is missing.")
if(is.null(partial))
stop ("partial recruitment vector is missing.")
if(is.null(pmat))
stop ("pmat vector is missing.")
if(is.null(M))
stop ("M value or vector is missing")
if(is.null(pF))
stop ("pF value is missing.")
if(is.null(pM))
stop ("pM value is missing.")
if(plus==TRUE & is.null(oldest)) stop("oldest must be specified for plus group calculation.")
if(any(length(age)!=c(length(age),length(ssbwgt),length(partial),length(pmat))))
stop("Length of vectors unequal")
if(length(M)==1) M<-rep(M,length(age))
data<-as.data.frame(cbind(age,ssbwgt,partial,M,pmat,pF,pM))
SPR<-as.data.frame(cbind(rep(NA,ceiling(maxF/incrF)+1),
rep(NA,ceiling(maxF/incrF)+1)))
names(SPR)<-c("F","SPR")
if(plus==TRUE){
len<-oldest-min(data$age)+1
if(oldest>max(data$age)){
pdata<-data[rep(length(data$age),times=oldest-data$age[length(data$age)]), ]
pdata$age<-seq(max(data$age)+1,oldest,1)
data<-rbind(data,pdata)}
}
if(plus==FALSE) len<-max(data$age)-min(data$age)+1
#Calculate Spawning Stock Per Recruit
F<-0
for (i in 1:length(SPR$F))
{
data$SB<-exp(-(data$partial*data$pF*F+data$pM*data$M))
data$S<-cumprod(exp(-(data$partial*F+data$M)))
data$psb[1]<-1
for(y in 2:len)
{
data$psb[y]<-data$S[y-1]
}
data$SPR<-data$psb*data$SB*data$ssbwgt*data$pmat
SPR$SPR[i]<-sum(data$SPR)
SPR$F[i]<-F
F<-F+incrF
}
SPR$PSPR<-SPR$SPR/SPR$SPR[1]*100
sss<-NULL
###Calculate F for percent MSP
getF<-function(x){
data$SB<-exp(-(data$partial*data$pF*x+data$pM*data$M))
data$S<-cumprod(exp(-(data$partial*x+data$M)))
data$psb[1]<-1
for(y in 2:len)
{
data$psb[y]<-data$S[y-1]
}
data$SPR<-data$psb*data$SB*data$ssbwgt*data$pmat
sss<<-sum(data$SPR)
return(((sum(data$SPR)/SPR$SPR[1]*100)-MSP)^2)
}
Fsp<-optimize(getF,c(0,maxF),tol=0.0000001)[1]
ans<-NULL
ans<-matrix(NA,1L,2L)
ans<-rbind(cbind(Fsp,sss))
dimnames(ans)<-list(c(paste("F at ",MSP,"%MSP",sep="")),c("F","SSB_Per_Recruit"))
outpt<-list(ans,SPR);names(outpt)<-c("Reference_Point","F_vs_SPR")
if(graph==TRUE){
par(mfrow=c(1,2))
plot(SPR[,2]~SPR[,1],ylab="SPR",xlab="F",type="l")
plot(SPR[,3]~SPR[,1],ylab="% Max SPR",xlab="F",type="l")
}
return(outpt)
}
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