From a5af655e2623a9a24a450d0dd91b79a0de342698 Mon Sep 17 00:00:00 2001 From: laurie Date: Wed, 4 Sep 2013 17:23:13 +0200 Subject: [PATCH 01/27] fixing infinite loop --- R/setSRs.R | 3 +++ inst/include/FLCoreClasses.h | 1 + src/flc.cpp | 6 ++++++ 3 files changed, 10 insertions(+) diff --git a/R/setSRs.R b/R/setSRs.R index 5a7dae6..beaa578 100644 --- a/R/setSRs.R +++ b/R/setSRs.R @@ -111,6 +111,7 @@ SRchar2code<-function(strCode){ "ricker" = 3, "segreg" = 4, "shepherd" = 5, + "taylor" = 9, "bevholt.d" = 21, "bevholt.c.a" = 22, "bevholt.c.b" = 23, @@ -134,6 +135,7 @@ SRcode2char<-function(strCode){ "3" = "ricker", "4" = "segreg", "5" = "shepherd", + "9" = "taylor", "21" = "bevholt.d", "22" = "bevholt.c.a", "23" = "bevholt.c.b", @@ -158,6 +160,7 @@ SRParams<-function(strCode){ "ricker" = 2, "segreg" = 2, "shepherd" = 3, + "taylor" = 4, "bevholt.d" = 3, "bevholt.c.a" = 3, "bevholt.c.b" = 3, diff --git a/inst/include/FLCoreClasses.h b/inst/include/FLCoreClasses.h index 315a2e9..0170a2e 100644 --- a/inst/include/FLCoreClasses.h +++ b/inst/include/FLCoreClasses.h @@ -33,6 +33,7 @@ typedef enum tagFLRConstSRR FLRConst_Ricker = 3, FLRConst_SegReg = 4, FLRConst_Shepherd = 5, + FLRConst_Taylor = 9, FLRConst_Cushing = 6, FLRConst_DerSch = 7, FLRConst_PellaT = 8, diff --git a/src/flc.cpp b/src/flc.cpp index 0b652f5..2a76689 100644 --- a/src/flc.cpp +++ b/src/flc.cpp @@ -215,6 +215,12 @@ double sr::recruits(int istock, double ssb, int iyr, int iunit, int iseason, int case FLRConst_Shepherd: returnval = param(istock,1,_yr,iunit,iseason,iarea,iter) * ssb/pow(param(istock,2,_yr,iunit,iseason,iarea,iter) + ssb,param(istock,3,_yr,iunit,iseason,iarea,iter)); break; + + case FLRConst_Taylor: + returnval = ssb * exp( -param(istock,1,_yr,iunit,iseason,iarea,iter)+ + (param(istock,1,_yr,iunit,iseason,iarea,iter)-param(istock,2,_yr,iunit,iseason,iarea,iter)* + (1-pow(ssb/param(istock,3,_yr,iunit,iseason,iarea,iter),param(istock,4,_yr,iunit,iseason,iarea,iter))))); + break; case FLRConst_SegReg: returnval = (ssb <= param(istock,2,_yr,iunit,iseason,iarea,iter) ? ssb*param(istock,1,_yr,iunit,iseason,iarea,iter) : param(istock,1,_yr,iunit,iseason,iarea,iter)*param(istock,2,_yr,iunit,iseason,iarea,iter)); From 063de84fc27ba8fa0824a062cb04d6c9d9375555 Mon Sep 17 00:00:00 2001 From: laurie Date: Tue, 8 Apr 2014 15:47:39 +0100 Subject: [PATCH 02/27] added cushing --- R/fwd.R | 2 +- R/setSRs.R | 3 +++ 2 files changed, 4 insertions(+), 1 deletion(-) diff --git a/R/fwd.R b/R/fwd.R index 9d0cc44..c90c47d 100644 --- a/R/fwd.R +++ b/R/fwd.R @@ -138,7 +138,7 @@ setMethod("fwd", signature(object="FLStock",ctrl="fwdControl"), # return(res)}) setMethod("fwd", signature(object="FLStock", ctrl="missing"), - function(object, ctrl, + fn= function(object, ctrl, sr =NULL, sr.residuals=FLQuant(1,dimnames=dimnames(rec(object))), sr.residuals.mult=TRUE, availability=NULL,maxF=2.0,...) { diff --git a/R/setSRs.R b/R/setSRs.R index beaa578..ccb9608 100644 --- a/R/setSRs.R +++ b/R/setSRs.R @@ -111,6 +111,7 @@ SRchar2code<-function(strCode){ "ricker" = 3, "segreg" = 4, "shepherd" = 5, + "cushing" = 6, "taylor" = 9, "bevholt.d" = 21, "bevholt.c.a" = 22, @@ -135,6 +136,7 @@ SRcode2char<-function(strCode){ "3" = "ricker", "4" = "segreg", "5" = "shepherd", + "6" = "cushing", "9" = "taylor", "21" = "bevholt.d", "22" = "bevholt.c.a", @@ -160,6 +162,7 @@ SRParams<-function(strCode){ "ricker" = 2, "segreg" = 2, "shepherd" = 3, + "cushing" = 2, "taylor" = 4, "bevholt.d" = 3, "bevholt.c.a" = 3, From 0f0df1f1e873719111de8464c8d4380afd8d0f42 Mon Sep 17 00:00:00 2001 From: laurie Date: Wed, 14 May 2014 19:48:45 +0200 Subject: [PATCH 03/27] propagate --- R/fwd.R | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/R/fwd.R b/R/fwd.R index c90c47d..f5cbf2f 100644 --- a/R/fwd.R +++ b/R/fwd.R @@ -19,7 +19,7 @@ setMethod("fwd", signature(object="FLStock",ctrl="fwdControl"), ## make sure slots have correct iters if (is(sr,"FLSR")) nDim=dims(params(sr))$iter else nDim=1 if (!is.null(sr.residuals)) nDim=max(nDim, dims(sr.residuals)$iter, na.rm=TRUE) - if (nDim>1) m(object)=propagate(m(object),nDim) + if (nDim>1 & dim(m(object))[6]==1) m(object)=propagate(m(object),nDim) object<-CheckNor1(object) @@ -138,7 +138,7 @@ setMethod("fwd", signature(object="FLStock",ctrl="fwdControl"), # return(res)}) setMethod("fwd", signature(object="FLStock", ctrl="missing"), - fn= function(object, ctrl, + function(object, ctrl, sr =NULL, sr.residuals=FLQuant(1,dimnames=dimnames(rec(object))), sr.residuals.mult=TRUE, availability=NULL,maxF=2.0,...) { @@ -162,7 +162,7 @@ setMethod("fwd", signature(object="FLStock", ctrl="missing"), nits=max(length(dmns$iter), length(dimnames(sr.residuals)$iter)) if (nits>1 & dims(object)$iter==1){ - stock.n(object)=propagate(stock.n(object),nits) + if(dim(stock.n(object))[6]==1) stock.n(object)=propagate(stock.n(object),nits) if (length(dimnames(sr.residuals)$iter)==1) sr.residuals=propagate(sr.residuals,nits) } From 092c7cf736f19eda87db7d3a326496676021780c Mon Sep 17 00:00:00 2001 From: laurie Date: Wed, 14 May 2014 19:50:48 +0200 Subject: [PATCH 04/27] fwd propage --- src/flc.cpp | 18 +++++++++++++----- 1 file changed, 13 insertions(+), 5 deletions(-) diff --git a/src/flc.cpp b/src/flc.cpp index 2a76689..74bfc36 100644 --- a/src/flc.cpp +++ b/src/flc.cpp @@ -57,7 +57,9 @@ FLRConstSRR get_sr(int i) case 1: return FLRConst_Mean; case 2: return FLRConst_BevHolt; case 3: return FLRConst_Ricker; - case 4: return FLRConst_SegReg; + case 4: return FLRConst_SegReg; + case 5: return FLRConst_Shepherd; + case 6: return FLRConst_Cushing; } return FLRConst_Mean; @@ -66,10 +68,12 @@ FLRConstSRR get_sr(int i) int get_sr(FLRConstSRR i) { switch(i) { - case FLRConst_Mean: return 1; - case FLRConst_BevHolt: return 2; - case FLRConst_Ricker: return 3; - case FLRConst_SegReg: return 4; + case FLRConst_Mean: return 1; + case FLRConst_BevHolt: return 2; + case FLRConst_Ricker: return 3; + case FLRConst_SegReg: return 4; + case FLRConst_Cushing: return 5; + case FLRConst_Shepherd: return 6; } return 1; @@ -208,6 +212,10 @@ double sr::recruits(int istock, double ssb, int iyr, int iunit, int iseason, int returnval = param(istock,1,_yr,iunit,iseason,iarea,iter)*ssb/(ssb+param(istock,2,_yr,iunit,iseason,iarea,iter)); break; + case FLRConst_Cushing: + returnval = param(istock,1,_yr,iunit,iseason,iarea,iter)*pow(ssb,param(istock,2,_yr,iunit,iseason,iarea,iter)); + break; + case FLRConst_Ricker: returnval = param(istock,1,_yr,iunit,iseason,iarea,iter)*ssb*exp(-param(istock,2,_yr,iunit,iseason,iarea,iter)*ssb); break; From c7949b2e441cad6fb0f09c83e8c4fec50e9b7fea Mon Sep 17 00:00:00 2001 From: laurie Date: Wed, 14 May 2014 19:50:48 +0200 Subject: [PATCH 05/27] check for n its before using propagate --- R/fwd.R | 1 - src/flc.cpp | 18 +++++++++++++----- 2 files changed, 13 insertions(+), 6 deletions(-) diff --git a/R/fwd.R b/R/fwd.R index f5cbf2f..8e0b146 100644 --- a/R/fwd.R +++ b/R/fwd.R @@ -410,4 +410,3 @@ setMethod("fwd", signature(object="FLStock", ctrl="FLQuant"), # # # # invisible(res) # # }) -# # diff --git a/src/flc.cpp b/src/flc.cpp index 2a76689..74bfc36 100644 --- a/src/flc.cpp +++ b/src/flc.cpp @@ -57,7 +57,9 @@ FLRConstSRR get_sr(int i) case 1: return FLRConst_Mean; case 2: return FLRConst_BevHolt; case 3: return FLRConst_Ricker; - case 4: return FLRConst_SegReg; + case 4: return FLRConst_SegReg; + case 5: return FLRConst_Shepherd; + case 6: return FLRConst_Cushing; } return FLRConst_Mean; @@ -66,10 +68,12 @@ FLRConstSRR get_sr(int i) int get_sr(FLRConstSRR i) { switch(i) { - case FLRConst_Mean: return 1; - case FLRConst_BevHolt: return 2; - case FLRConst_Ricker: return 3; - case FLRConst_SegReg: return 4; + case FLRConst_Mean: return 1; + case FLRConst_BevHolt: return 2; + case FLRConst_Ricker: return 3; + case FLRConst_SegReg: return 4; + case FLRConst_Cushing: return 5; + case FLRConst_Shepherd: return 6; } return 1; @@ -208,6 +212,10 @@ double sr::recruits(int istock, double ssb, int iyr, int iunit, int iseason, int returnval = param(istock,1,_yr,iunit,iseason,iarea,iter)*ssb/(ssb+param(istock,2,_yr,iunit,iseason,iarea,iter)); break; + case FLRConst_Cushing: + returnval = param(istock,1,_yr,iunit,iseason,iarea,iter)*pow(ssb,param(istock,2,_yr,iunit,iseason,iarea,iter)); + break; + case FLRConst_Ricker: returnval = param(istock,1,_yr,iunit,iseason,iarea,iter)*ssb*exp(-param(istock,2,_yr,iunit,iseason,iarea,iter)*ssb); break; From 718214c5001cfd376a0b28b3f6bf4ee4874b459b Mon Sep 17 00:00:00 2001 From: laurie Date: Sat, 9 Aug 2014 22:52:50 +0200 Subject: [PATCH 06/27] code wrong for cushing --- src/flc.cpp | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/src/flc.cpp b/src/flc.cpp index 74bfc36..e7e2466 100644 --- a/src/flc.cpp +++ b/src/flc.cpp @@ -72,9 +72,9 @@ int get_sr(FLRConstSRR i) case FLRConst_BevHolt: return 2; case FLRConst_Ricker: return 3; case FLRConst_SegReg: return 4; - case FLRConst_Cushing: return 5; - case FLRConst_Shepherd: return 6; - } + case FLRConst_Shepherd: return 5; + case FLRConst_Cushing: return 6; + } return 1; } From 1941a1abb6954396133f26f7fb11f9ecadc2f4f6 Mon Sep 17 00:00:00 2001 From: laurie Date: Wed, 29 Oct 2014 11:53:45 +0100 Subject: [PATCH 07/27] fixed bug in getVal for SSB --- R/fwd.R | 7 +++++-- src/fwdFLStock.cpp | 2 +- 2 files changed, 6 insertions(+), 3 deletions(-) diff --git a/R/fwd.R b/R/fwd.R index 8e0b146..ef7374b 100644 --- a/R/fwd.R +++ b/R/fwd.R @@ -12,8 +12,11 @@ if (!isGeneric("fwd")) setMethod("fwd", signature(object="FLStock",ctrl="fwdControl"), function(object, ctrl, - sr =NULL, sr.residuals=FLQuant(1,dimnames=dimnames(rec(object))), sr.residuals.mult=TRUE, - availability=NULL,maxF=2.0) + sr =NULL, + sr.residuals=FLQuant(1,dimnames=dimnames(rec(object))), + sr.residuals.mult=TRUE, + availability=NULL, + maxF=2.0) { if (is(sr,"FLBRP")) sr=list(params=params(sr),model=SRModelName(model(sr))) ## make sure slots have correct iters diff --git a/src/fwdFLStock.cpp b/src/fwdFLStock.cpp index 7b293ff..a4486ab 100644 --- a/src/fwdFLStock.cpp +++ b/src/fwdFLStock.cpp @@ -35,7 +35,7 @@ double fwdStk::getVal(FLRConst_Target quantity, int iyr, int iunit, int iseason value = stk.FbarDiscards( iyr, iunit, iseason, iarea, iter); break; case FLRConst_SSB: - value = SSB( iyr-1,iunit, iseason, iarea, iter); + value = SSB( iyr ,iunit, iseason, iarea, iter); break; case FLRConst_Biomass: value = stk.computeStock( iyr+1,iunit, iseason, iarea, iter); From bf92aef5de0048a2587c2cf0eaa1d2cbb038e55f Mon Sep 17 00:00:00 2001 From: laurie Date: Wed, 29 Oct 2014 13:59:50 +0100 Subject: [PATCH 08/27] vignette added --- vignettes/FLash.R | 899 +++++++++++++++++++++++++++++++++++++ vignettes/FLash.Rmd | 1037 +++++++++++++++++++++++++++++++++++++++++++ vignettes/FLash.Rnw | 4 + vignettes/FLash.pdf | Bin 0 -> 215635 bytes 4 files changed, 1940 insertions(+) create mode 100644 vignettes/FLash.R create mode 100644 vignettes/FLash.Rmd create mode 100644 vignettes/FLash.Rnw create mode 100644 vignettes/FLash.pdf diff --git a/vignettes/FLash.R b/vignettes/FLash.R new file mode 100644 index 0000000..dfd77de --- /dev/null +++ b/vignettes/FLash.R @@ -0,0 +1,899 @@ + +## ------------------------------------------------------------------------ +library(FLCore) +library(FLash) +library(FLBRP) +library(ggplotFL) + + +## ------------------------------------------------------------------------ +data(ple4) + + +## ------------------------------------------------------------------------ +#### SRR +sr =as.FLSR(ple4,model="bevholt") +sr =fmle(sr,control=list(silent=TRUE)) + + +## ------------------------------------------------------------------------ +#### BRPs +eql=FLBRP(ple4,sr=sr) +computeRefpts(eql) +eql=brp(eql) + +plot(eql) + + +## ------------------------------------------------------------------------ +ggplot(FLQuants(eql,"m","mat","stock.wt","catch.sel"))+ + geom_line(aes(age,data))+ + facet_wrap(~qname,scale="free_y") + + +## ------------------------------------------------------------------------ +stk=fwdWindow(ple4,end=2020,eql) +unlist(dims(stk)) + + +## ------------------------------------------------------------------------ +F0.1=FLQuant(refpts(eql)["f0.1","harvest",drop=T],dimnames=list(year=2009:2020)) + + +## ------------------------------------------------------------------------ +stk=fwd(stk,f=F0.1,sr=sr) + +plot(FLStocks("Historic"=ple4,"F0.1"=stk)) + + +## ------------------------------------------------------------------------ +library(plyr) + +dimnames(refpts(eql))$refpt + +refs=refpts(eql)[c("msy","f0.1","fmax","spr.30"),"harvest",drop=T] + +targetF=FLQuants(mlply(data.frame(refs), + function(refs) + FLQuant(refs,dimnames=list(year=2009:2020)))) + +names(targetF)=names(refs) + +names(targetF)[]="f" +stks=fwd(stk,targetF,sr=sr) + +plot(stks) + + +## ------------------------------------------------------------------------ +msyTargets=FLQuants(mlply(seq(0,2,.25), + function(x) + FLQuant(x*refs["msy"],dimnames=list(year=2009:2020)))) + +names(msyTargets)[]="f" + +stks=fwd(stk,msyTargets,sr=sr) + +plot(stks) + + +## ------------------------------------------------------------------------ +refpts(eql)["msy"] + +refpts(eql)["msy",c("harvest","yield")] + +msy=FLQuant(c(refpts(eql)["msy","yield"]),dimnames=list(year=2009:2020)) + +stks=fwd(stk,catch=msy,sr=sr) + +plot(stks) + + +## ------------------------------------------------------------------------ +msys=FLQuants("f" =targetF[[1]], + "catch"=msy) +stks=fwd(stk,msys,sr=sr) + +plot(stks) + + +## ------------------------------------------------------------------------ +catch=FLQuant(c(refpts(eql)["msy","yield"])*2, + dimnames=list(year=2009:2020)) + +stk=fwd(stk,catch=catch,sr=sr) + +plot(stk) + + +## ------------------------------------------------------------------------ +stk=fwd(stk,catch=catch,sr=sr,maxF=1) + +plot(stk) + + +## ------------------------------------------------------------------------ +capacity=FLQuant(1,dimnames=list(year=2009:2020)) +q =rlnorm(1,FLQuant(0,dimnames=list(year=2009:2020)),.2) +maxF =q*capacity + +stk=fwd(stk,catch=catch,sr=sr,maxF=maxF) + +plot(stk) + + +## ------------------------------------------------------------------------ +ggplot(FLQuants(eql,"catch.sel","discards.sel","landings.sel"))+ + geom_line(aes(age,data,col=qname)) + + +## ------------------------------------------------------------------------ +catch(stk)<-computeCatch(stk) + + +## ------------------------------------------------------------------------ +noDiscards=stk +discards.n(noDiscards)[,ac(2009:2020)]=0 +catch.n( noDiscards)[,ac(2009:2020)]<-landings.n(noDiscards)[,ac(2009:2020)] +catch(noDiscards)<-computeCatch(noDiscards) + +## Note adjustment of harvest +harvest(noDiscards)[,ac(2009:2020)]=harvest(stk)[,ac(2009:2020)]* + landings.n(stk)[,ac(2009:2020)]/catch.n(stk)[,ac(2009:2020)] + +noDiscards=fwd(noDiscards,f=F0.1,sr=sr) +stk =fwd(stk, f=F0.1,sr=sr) + +plot(FLStocks("No Discards"=noDiscards,"F0.1"=stk)) + + +## ------------------------------------------------------------------------ +poorFec=stk +mat(poorFec)[1:5,ac(2009:2020)]=c(0,0,0,0,.5) + +poorFec=fwd(poorFec,f=F0.1,sr=sr) + +plot(FLStocks("Reduced \nFecundity"=poorFec,"F0.1"=stk)) + + +## ------------------------------------------------------------------------ +srDev=rlnorm(100,FLQuant(0,dimnames=list(year=2009:2020)),0.3) +plot(srDev) + + +## ------------------------------------------------------------------------ +stk =fwd(stk,f=F0.1,sr=sr,sr.residuals=srDev) + + +## ------------------------------------------------------------------------ +ctrl=fwdControl(data.frame(year =2009:2018, + val =c(refpts(eql)["f0.1","harvest"]), + quantity="f")) + + +## ------------------------------------------------------------------------ +slotNames(ctrl) + + +## ------------------------------------------------------------------------ +slotNames(ctrl) +ctrl + + +## ------------------------------------------------------------------------ +target=fwdControl(data.frame(year=2009,val=0.8,quantity="f")) +stk =fwdWindow(ple4,end=2010,eql) + +stk=fwd(stk,ctrl=target,sr=eql) + +fbar(stk)[,"2009"] +ssb( stk)[,"2010"] + + +## ------------------------------------------------------------------------ +target <-fwdControl(data.frame(year=c(2009,2009), + val =c( 0.8, NA), + min =c(NA,230000), + quantity=c("f","ssb"))) + +stk=fwd(stk,ctrl=target,sr=sr) + +fbar(stk)[,"2009"] +ssb( stk)[,"2010"] + + +## ------------------------------------------------------------------------ +harvest.spwn(stk)[]=0.5 + +stk=fwd(stk,ctrl=target,sr=sr) + +fbar(stk)[, "2009"] +ssb( stk)[,c("2009","2010")] + + +## ------------------------------------------------------------------------ +albF1 =fwd(stk,ctrl=target,sr=sr) +plot(albF1) + + +## ------------------------------------------------------------------------ +ctrl =fwdControl(data.frame(year =2009:2020, + val =c(refpts(eql)["f0.1","harvest"])*0.5, + quantity="f")) +stk=fwdWindow(ple4,end=2020,eql) +albF2 =fwd(stk, ctrl=ctrl, sr=sr) + + +## ------------------------------------------------------------------------ +ctrl =fwdControl(data.frame(year =2009:2020, + val =c(refpts(eql)["f0.1","harvest"])*2.0, + quantity="f")) +albF3 =fwd(stk, ctrl=ctrl, sr=sr) + + +## ----,eval=FALSE--------------------------------------------------------- +## ## Create an FlStock object +## albF0.1=FLStocks("F0.1"=albF1,"half"=albF2,"double"=albF3) +## plot(albF0.1) +## +## ## Cut the plots +## plot(lapply(albF0.1,window,start=1990)) +## +## ## Compare alternatives +## lapply(lapply(albF0.1,window,start=2009),computeCatch) +## +## #### Total catch +## lapply(lapply(lapply(albF0.1,window,start=2009),computeCatch),sum) +## +## #### Short-term +## unlist(lapply(lapply(lapply(albF0.1,window,start=2009,end=2014),computeCatch),sum)) +## +## #### Medium-term +## unlist(lapply(lapply(lapply(albF0.1,window,start=2017,end=2021),computeCatch),sum)) +## +## #### Long-term +## unlist(lapply(lapply(lapply(albF0.1,window,start=2024,end=2028),computeCatch),sum)) + + +## ----1,eval=FALSE-------------------------------------------------------- +## #### constant catch startegies +## ctch=mean(computeCatch(albNEA)[,ac(2004:2008)]) +## +## albC=FLStocks() +## ctrl=fwdControl(data.frame(year=2009:2028,val=ctch,quantity="catch")) +## albC[["1.0"]] =fwd(stk,ctrl=ctrl,sr=sr) +## +## ctrl =fwdControl(data.frame(year=2009:2028,val=0.5*ctch,quantity="catch")) +## albC[["0.5"]] =fwd(stk,ctrl=ctrl,sr=sr) +## +## ctrl =fwdControl(data.frame(year=2009:2028,val=1.5*ctch,quantity="catch")) +## albC[["1.5"]] =fwd(stk,ctrl=ctrl,sr=sr) +## plot(albC) +## +## #### compare strategies +## plot(FLStocks(albC[[1]],albF0.1[[1]])) + + +## ----2,eval=FALSE-------------------------------------------------------- +## #### constant catch with an upper F bound +## ctrl=fwdControl(data.frame(year =rep(2009:2028,each=20), +## val =rep(c(ctch*1.5,NA),20), +## max =rep(c(NA,F0.1),20), +## quantity=rep(c("catch","f"),20))) +## albFC=fwd(stk,ctrl=ctrl,sr=sr) + + +## ----3,eval=FALSE-------------------------------------------------------- +## #### 5% F reduction +## ctrl=fwdControl(data.frame(year =rep(2009:2028,each=2), +## rel.year=c(t(array(c(2008:2027,rep(NA,20)),c(20,2)))), +## val =rep(c(0.95,NA),20), +## min =rep(c(NA,F0.1*.5),20), +## quantity=rep(c("catch","f"),20))) +## albFC=fwd(stk,ctrl=ctrl,sr=sr) +## plot(albFC) + + +## ----4,eval=FALSE-------------------------------------------------------- +## #### 10% SSB increase +## ctrl=fwdControl(data.frame(year =2009:2028, +## rel.year=2008:2027, +## min =1.10, +## quantity="ssb")) +## albSSB=fwd(stk,ctrl=ctrl,sr=sr) +## plot(albSSB) + + +## ----5,eval=FALSE-------------------------------------------------------- +## hcrF=function(iYr,SSB,Bpa,Blim,Fmin,Fmax){ +## val =pmin(Fmax,Fmax-(Fmax-Fmin)*(Bpa-SSB)/(Bpa-Blim)) +## trgt=fwdTarget(year=iYr+1,quantity="f",valueval) +## +## return(trgt)} + + +## ----6,eval=FALSE-------------------------------------------------------- +## data(ple4) +## +## # Set up the stock for the next 6 years +## pleProj =stf(ple4,6) +## +## # Set a constant recruitment based on the geometric mean of last 10 years +## mnRec = FLPar(exp(mean(log(rec(ple4)[,ac(1992:2001)])))) +## # Set ssb target to level 19 years ago +## ssbTarget = ssb(ple4)[,"1992"] +## +## ## function to minimise +## f = function(x,stk,ssbTarget,ctrl,sr) +## { +## ctrl@target[,"val"] =x +## ctrl@trgtArray[,"val",]=x +## +## ssb.=c(ssb(fwd(stk,ctrl=ctrl,sr=sr))[,"2006"]) +## +## return((ssb.-ssbTarget)^2) +## } +## +## ## Recover stock to BMY in 2006 with a constant F strategy +## ctrl=fwdControl(data.frame(year=2002:2006,val=.5,rel=2001,quantity="f")) +## +## xmin=optimize(f, c(0.1, 1.0), tol = 0.0000001, stk=pleProj, ssbTarget=ssbTarget, ctrl=ctrl, sr=list(model="mean",params=mnRec)) +## ctrl=fwdControl(data.frame(year=2002:2006,val=xmin$minimum,rel=2001,quantity="f")) +## pleProjF =fwd(pleProj,ctrl=ctrl,sr=list(model="mean", params=mnRec)) +## +## # update catch slot +## catch(pleProjF) = computeCatch(pleProjF) +## +## # Have we reached the target? +## ssbTarget +## ssb(pleProjF)[,ac(2002:2006)] +## # At what level of constant F +## fbar(pleProjF)[,ac(2002:2006)] +## # 'ave a butchers +## plot(pleProjF[,ac(1957:2006)]) +## +## plot(albSSB) + + +## ----7,eval=FALSE-------------------------------------------------------- +## +## data(ple4) +## pleProj=stf(ple4,6) +## +## ## Recover stock to the desired SSB in 2006 with a constant Catch strategy +## # Here val can be anything in the ctrl because it is overwritten in the optimisation loop +## ctrl=fwdControl(data.frame(year=2002:2006,val=c(catch(pleProj)[,"2001"]),quantity="catch")) +## +## xmin=optimize(f, c(100, 100000), tol = 0.0000001, stk=pleProj, ssbTarget=ssbTarget, ctrl=ctrl, sr=list(model="mean",params=mnRec)) +## ctrl=fwdControl(data.frame(year=2002:2006,val=xmin$minimum,quantity="catch")) +## pleProjC =fwd(pleProj,ctrl=ctrl,sr=list(model="mean", params=mnRec)) +## +## # Have we reached the target? +## ssbTarget +## ssb(pleProjC)[,ac(2002:2006)] +## # At what level of constant catch +## computeCatch(pleProjC)[,ac(2002:2006)] +## # And at what level of F +## fbar(pleProjC)[,ac(2002:2006)] +## # Update the catch slot +## catch(pleProjC) = computeCatch(pleProjC) +## # 'ave a butchers +## plot(pleProjC[,ac(1957:2006)]) + + +## ----8,eval=FALSE-------------------------------------------------------- +## # Assessment up to and including 2001 +## data(ple4) +## black.bird =stf(pleProj,nyrs=2) +## +## # set courtship and egg laying in Autumn +## black.bird@m.spwn[] =0.66 +## black.bird@harvest.spwn[]=0.66 +## +## # assessment is in year 2002, set catch constraint in 2002 and a first guess for F in 2003 +## ctrl =fwdControl(data.frame(year=2002:2003,val=c(85000,.5),quantity=c("catch","f"))) +## black.bird =fwd(black.bird, ctrl=ctrl, sr=list(model="mean", params=FLPar(25000))) +## +## # HCR specifies F=0.1 if ssb<100000, F=0.5 if ssb>300000 +## # otherwise linear increase as SSB increases +## min.ssb=100000 +## max.ssb=300000 +## min.f =0.1 +## max.f =0.5 +## +## # slope of HCR +## a. =(max.f-min.f)/(max.ssb-min.ssb) +## b. =min.f-a.*min.ssb +## +## # plot of HCR +## plot(c(0.0,min.ssb,max.ssb,max.ssb*2),c(min.f,min.f,max.f,max.f),type="l",ylim=c(0,max.f*1.25),xlim=c(0,max.ssb*2)) +## +## ## find F through iteration +## t. =999 +## i =0 +## while (abs(ctrl@target[2,"val"]-t.)>10e-6 & i<50) +## { +## t.=ctrl@target[2,"val"] ## save last val of F +## +## # calculate new F based on SSB last iter +## ctrl@target[2,"val"] =a.*c(ssb(black.bird)[,"2003"])+b. +## ctrl@trgtArray[2,"val",]=a.*c(ssb(black.bird)[,"2003"])+b. +## black.bird=fwd(black.bird, ctrl=ctrl, sr=list(model="mean", params=FLPar(25000))) +## +## # 'av a gander +## points(c(ssb(black.bird)[,"2003"]),c(ctrl@target[2,"val"]),cex=1.25,pch=19,col=i) +## print(c(ssb(black.bird)[,"2003"])) +## print(c(ctrl@target[2,"val"])) +## i=i+1 +## } +## +## # F bounds +## black.bird =fwd(black.bird, ctrl=ctrl, sr=list(model="mean",params=FLPar(25000))) +## plot(FLStocks(black.bird)) + + +## ----9,eval=FALSE-------------------------------------------------------- +## #### Create a random variable for M +## albM =stk +## m(albM)=propagate(m(albM),100) +## +## mDev=rlnorm(prod(dim(m(albM))),0,0.3) +## mean(mDev) +## var(mDev)^.5 +## +## m(albM)=m(albM)*FLQuant(mDev,dimnames=dimnames(m(albM))) +## plot(m(albM)) +## +## harvest(albM)=computeHarvest(albM) +## catch( albM)=computeCatch( albM,"all") +## +## plot(FLStocks(albM,stk28)) +## +## ctrl=fwdControl(data.frame(year=2009:2028,val=ctch,quantity="catch")) +## albM =fwd(albM,ctrl=ctrl,sr=sr) +## +## plot(albM) + + +## ----10,eval=FALSE------------------------------------------------------- +## #### Create a random variable for M +## albM1 =albM +## m(albM1)[1:3,] =m(albM)[1:3,]*2 +## +## harvest(albM1)=computeHarvest(albM1) +## catch( albM1)=computeCatch( albM1,"all") +## albM1 =fwd(albM1,ctrl=ctrl,sr=sr) +## +## albM2 =albM +## m(albM2)[,ac(2000:2028)]=m(albM)[,ac(2000:2028)]*2 +## +## harvest(albM2)=computeHarvest(albM2) +## catch( albM2)=computeCatch( albM2,"all") +## albM2 =fwd(albM2,ctrl=ctrl,sr=sr) +## +## plot(FLStocks(albM,albM1,albM2)) + + +## ----11,eval=FALSE------------------------------------------------------- +## #### process error in recruitment +## srDev=FLQuant(rlnorm(20*100,0.0,0.3),dimnames=list(year=2008:2028,iter=1:100)) +## sr=fwd(albM,ctrl=ctrl,sr=sr,sr.residuals=srDev) +## plot(sr) + + +## ----12,eval=FALSE------------------------------------------------------- +## #### SRR regime shifts +## albSV =as.FLSR(albNEA) +## model(sr)=bevholtSV() +## albSV =fmle(albSV,fixed=list(spr0(albNEA))) +## albSV1=fmle(albSV,fixed=list(spr0=spr0(albNEA),s=0.75)) +## albSV2=fmle(albSV,fixed=list(spr0=spr0(albNEA),v=0.75*params(albSV)["v"])) +## +## #### Prior for steepness +## albSV3=fmle(albSV,fixed=list(s=qnorm(seq(0.01,0.99,length.out=101),.75,.1))) +## albSV3=fwd(albSV3,ctrl=ctrl,sr=sr,sr.residuals=srDev) +## +## plot(albSV1,albSV2,albSV3) + + +## ----13,eval=FALSE------------------------------------------------------- +## #### SRR regime shifts +## albBRP=brp(FLBRP(albM)) +## refpts(albBRP) +## +## albSV3=fmle(albSV,fixed=list(s=qnorm(seq(0.01,0.99,length.out=101),.75,.1))) +## albSV3=fwd(albSV3,ctrl=ctrl,sr=sr,sr.residuals=srDev) +## +## plot(albSV1,albSV2,albSV3) + + +## ----14,eval=FALSE------------------------------------------------------- +## # F bounds +## black.bird =fwd(black.bird, ctrl=ctrl, sr=list(model="mean",params=FLPar(25000))) +## plot(FLStocks(black.bird)) + + +## ----15,eval=FALSE------------------------------------------------------- +## library(FLash) +## library(FLAssess) +## +## #### Set up a short term forecast for an FLStock object by adding extra years +## ## The default forecast is 3 years, +## alb3=stf(alb) +## +## ## Check what?s happened +## summary(alb) +## summary(alb3) +## +## ## by default future F is the mean of last 3 years +## mean(fbar(alb)[,ac(2007-(0:2))]) +## fbar(alb3)[,ac(2007+(1:3))] +## +## ## by default future F is the mean of last 3 years +## mean(fbar(alb)[,ac(2007-(0:2))]) +## fbar(alb3)[,ac(2007+(1:3))] + + +## ----16,eval=FALSE------------------------------------------------------- +## ## Constant F Projection for a 20 year projection +## stk=stf(alb,nyear=20) +## +## #### SRR +## sr =as.FLSR(alb) +## model(sr)=bevholt() +## sr =fmle(sr) +## +## #### BRPs +## albBRP=FLBRP(alb,sr=sr) +## computeRefpts(albBRP) +## +## +## albBRP=brp(albBRP) +## +## +## # Use F0.1 as fishing mortality target +## F0.1=refpts(albBRP)["f0.1","harvest",drop=T] +## #### bug +## ctrl =fwdControl(data.frame( +## year =2008:2027, +## val =F0.1, +## quantity="f")) +## +## albF1 =fwd(stk,ctrl=ctrl,sr=sr) +## +## plot(albF1) +## ctrl =fwdControl(data.frame( +## year =2008:2027, +## val =F0.1*0.5, +## quantity="f")) +## albF2 =fwd(stk, ctrl=ctrl, sr=sr) +## +## ctrl =fwdControl(data.frame( +## year =2008:2027, +## val =F0.1*2.0, +## quantity="f")) +## albF3 =fwd(stk, ctrl=ctrl, sr=sr) +## +## +## ## Create an FlStock object +## albF0.1=FLStocks("F0.1"=albF1,"half"=albF2,"double"=albF3) +## plot(albF0.1) +## +## ## Cut the plots +## plot(lapply(albF0.1,window,start=1990)) +## +## ## Compare alternatives +## lapply(lapply(albF0.1,window,start=2008),computeCatch) +## +## #### Total catch +## lapply(lapply(lapply(albF0.1,window,start=2008),computeCatch),sum) +## +## #### Short-term +## unlist(lapply(lapply(lapply(albF0.1,window,start=2008,end=2013),computeCatch),sum)) +## #### Medium-term +## unlist(lapply(lapply(lapply(albF0.1,window,start=2016,end=2020),computeCatch),sum)) +## #### Long-term +## unlist(lapply(lapply(lapply(albF0.1,window,start=2023,end=2027),computeCatch),sum)) +## + + +## ----17,eval=FALSE------------------------------------------------------- +## #### constant catch startegies +## ctch=mean(computeCatch(alb)[,ac(2003:2007)]) +## +## albC=FLStocks() +## ctrl=fwdControl(data.frame(year=2008:2027,val=ctch,quantity="catch")) +## albC[["1.0"]] =fwd(stk,ctrl=ctrl,sr=sr) +## +## ctrl =fwdControl(data.frame(year=2008:2027,val=0.5*ctch,quantity="catch")) +## albC[["0.5"]] =fwd(stk,ctrl=ctrl,sr=sr) +## +## ctrl =fwdControl(data.frame(year=2008:2027,val=1.5*ctch,quantity="catch")) +## albC[["1.5"]] =fwd(stk,ctrl=ctrl,sr=sr) +## plot(albC) +## +## #### compare startegies +## plot(FLStocks(albC[[1]],albF0.1[[1]])) +## + + +## ----18,eval=FALSE------------------------------------------------------- +## #### constant catch with an upper F bound +## ctrl=fwdControl(data.frame(year =rep(2008:2027,each=20), +## val =rep(c(ctch*1.5,NA),20), +## max =rep(c(NA,F0.1),20), +## quantity=rep(c("catch","f"),20))) +## albFC=fwd(stk,ctrl=ctrl,sr=sr) +## plot(albFC) + + +## ----19,eval=FALSE------------------------------------------------------- +## #### 5% F reduction +## ctrl=fwdControl(data.frame(year =rep(2008:2027,each=2), +## rel.year=c(t(array(c(2007:2026,rep(NA,20)),c(20,2)))), +## val =rep(c(0.95,NA),20), +## min =rep(c(NA,F0.1*.5),20), +## quantity=rep(c("catch","f"),20))) +## albFC=fwd(stk,ctrl=ctrl,sr=sr) +## plot(albFC) + + +## ----20,eval=FALSE------------------------------------------------------- +## #### 10% SSB increase +## ctrl=fwdControl(data.frame(year =2008:2027, +## rel.year=2007:2026, +## min =1.10, +## quantity="ssb")) +## albSSB=fwd(stk,ctrl=ctrl,sr=sr) +## plot(albSSB) + + +## ----21,eval=FALSE------------------------------------------------------- +## hcrF=function(iYr,SSB,Bpa,Blim,Fmin,Fmax){ +## val =pmin(Fmax,Fmax-(Fmax-Fmin)*(Bpa-SSB)/(Bpa-Blim)) +## trgt=fwdTarget(year=iYr+1,quantity="f",valueval) +## +## return(trgt)} + + +## ----22,eval=FALSE------------------------------------------------------- +## ## Ogives +## dnormal=function(x,a,sL,sR){ +## pow=function(a,b) a^b +## +## func=function(x,a,sL,sR){ +## if (x < a) return(pow(2.0,-((x-a)/sL*(x-a)/sL))) +## else return(pow(2.0,-((x-a)/sR*(x-a)/sR)))} +## +## sapply(x,func,a,sL,sR)} +## +## logistic=function(x,a50,ato95){ +## pow=function(a,b) a^b +## +## func=function(x,a50,ato95){ +## if ((a50-x)/ato95 > 5) return(0) +## if ((a50-x)/ato95 < -5) return(1) +## +## return(1.0/(1.0+pow(19.0,(a50-x)/ato95)))} +## +## sapply(x,func,a50,ato95)} +## +## prices =data.frame(rbind(cbind(Age=1:10,Price=dnormal( 1:10,3,10,20),Type="Peaking"), +## cbind(age=1:10,Price=logistic(1:10,2,3), Type="Increasing"))) +## prices$Age=as.numeric(ac(prices$Age)) +## +## p = ggplot(prices,aes(x=Age, y=Price, group=Type)) +## p = p + geom_line(aes(colour=Type)) +## p +## +## refIPrice=brp(FLBRP(alb,fbar=seq(0,1,length.out=101))) +## refPPrice=refIPrice +## +## price(refIPrice)=logistic(1:15,4,3) +## price(refPPrice)=dnormal( 1:15,5,1,5) +## +## refIPrice=brp(refIPrice) +## refPPrice=brp(refPPrice) +## +## breakEven=refIPrice +## #### bug why not no recycling +## refpts(breakEven)=refpts(as.numeric(c(refpts(refIPrice)["fmax","revenue"]*2,rep(NA,7))),refpt=c("breakEven")) +## computeRefpts(breakEven)[,"revenue"] +## +## vcost(refIPrice)=c(computeRefpts(breakEven)[,"revenue"]*0.20) +## fcost(refIPrice)=vcost(refIPrice)*4.0 +## +## vcost(refPPrice)=vcost(refIPrice) +## fcost(refPPrice)=fcost(refIPrice) +## +## refIPrice=brp(refIPrice) +## refPPrice=brp(refPPrice) +## +## price(refIPrice)=price(refIPrice)/c(refpts(refIPrice)["mey","profit"]) +## price(refPPrice)=price(refPPrice)/c(refpts(refPPrice)["mey","profit"]) +## +## refIPrice=brp(refIPrice) +## refPPrice=brp(refPPrice) +## +## plot(refPPrice) +## plot(refIPrice) + + +## ----23,eval=FALSE------------------------------------------------------- +## data(ple4) +## +## # Set up the stock for the next 6 years +## pleProj =stf(ple4,6) +## +## # Set a constant recruitment based on the geometric mean of last 10 years +## mnRec = FLPar(exp(mean(log(rec(ple4)[,ac(1992:2001)])))) +## # Set ssb target to level 19 years ago +## ssbTarget = ssb(ple4)[,"1992"] +## +## ## function to minimise +## f = function(x,stk,ssbTarget,ctrl,sr) +## { +## ctrl@target[,"val"] =x +## ctrl@trgtArray[,"val",]=x +## +## ssb.=c(ssb(fwd(stk,ctrl=ctrl,sr=sr))[,"2006"]) +## +## return((ssb.-ssbTarget)^2) +## } +## +## ## Recover stock to BMY in 2006 with a constant F strategy +## ctrl=fwdControl(data.frame(year=2002:2006,val=.5,rel=2001,quantity="f")) +## +## xmin=optimize(f, c(0.1, 1.0), tol = 0.0000001, stk=pleProj, ssbTarget=ssbTarget, ctrl=ctrl, sr=list(model="mean",params=mnRec)) +## ctrl=fwdControl(data.frame(year=2002:2006,val=xmin$minimum,rel=2001,quantity="f")) +## pleProjF =fwd(pleProj,ctrl=ctrl,sr=list(model="mean", params=mnRec)) +## +## # update catch slot +## catch(pleProjF) = computeCatch(pleProjF) +## +## # Have we reached the target? +## ssbTarget +## ssb(pleProjF)[,ac(2002:2006)] +## # At what level of constant F +## fbar(pleProjF)[,ac(2002:2006)] +## # 'ave a butchers +## plot(pleProjF[,ac(1957:2006)]) +## +## plot(albSSB) + + +## ----24,eval=FALSE------------------------------------------------------- +## data(ple4) +## pleProj=stf(ple4,6) +## +## ## Recover stock to the desired SSB in 2006 with a constant Catch strategy +## # Here val can be anything in the ctrl because it is overwritten in the optimisation loop +## ctrl=fwdControl(data.frame(year=2002:2006,val=c(catch(pleProj)[,"2001"]),quantity="catch")) +## +## xmin=optimize(f, c(100, 100000), tol = 0.0000001, stk=pleProj, ssbTarget=ssbTarget, ctrl=ctrl, sr=list(model="mean",params=mnRec)) +## ctrl=fwdControl(data.frame(year=2002:2006,val=xmin$minimum,quantity="catch")) +## pleProjC =fwd(pleProj,ctrl=ctrl,sr=list(model="mean", params=mnRec)) +## +## # Have we reached the target? +## ssbTarget +## ssb(pleProjC)[,ac(2002:2006)] +## # At what level of constant catch +## computeCatch(pleProjC)[,ac(2002:2006)] +## # And at what level of F +## fbar(pleProjC)[,ac(2002:2006)] +## # Update the catch slot +## catch(pleProjC) = computeCatch(pleProjC) +## +## plot(pleProjC[,ac(1957:2006)]) + + +## ----25,eval=FALSE------------------------------------------------------- +## # Assessment upto and including 2001 +## data(ple4) +## black.bird =stf(pleProj,nyear=2) +## +## # set courtship and egg laying in Autumn +## black.bird@m.spwn[] =0.66 +## black.bird@harvest.spwn[]=0.66 +## +## # assessment is in year 2002, set catch constraint in 2002 and a first guess for F in 2003 +## ctrl =fwdControl(data.frame(year=2002:2003,val=c(85000,.5),quantity=c("catch","f"))) +## black.bird =fwd(black.bird, ctrl=ctrl, sr=list(model="mean", params=FLPar(25000))) +## +## # HCR specifies F=0.1 if ssb<100000, F=0.5 if ssb>300000 +## # otherwise linear increase as SSB increases +## min.ssb=100000 +## max.ssb=300000 +## min.f =0.1 +## max.f =0.5 +## +## # slope of HCR +## a. =(max.f-min.f)/(max.ssb-min.ssb) +## b. =min.f-a.*min.ssb +## +## # plot of HCR +## plot(c(0.0,min.ssb,max.ssb,max.ssb*2),c(min.f,min.f,max.f,max.f),type="l",ylim=c(0,max.f*1.25),xlim=c(0,max.ssb*2)) +## +## ## find F through iteration +## t. =999 +## i =0 +## while (abs(ctrl@target[2,"val"]-t.)>10e-6 & i<50) +## { +## t.=ctrl@target[2,"val"] ## save last val of F +## +## # calculate new F based on SSB last iter +## ctrl@target[2,"val"] =a.*c(ssb(black.bird)[,"2003"])+b. +## ctrl@trgtArray[2,"val",]=a.*c(ssb(black.bird)[,"2003"])+b. +## black.bird=fwd(black.bird, ctrl=ctrl, sr=list(model="mean", params=FLPar(25000))) +## +## # 'av a gander +## points(c(ssb(black.bird)[,"2003"]),c(ctrl@target[2,"val"]),cex=1.25,pch=19,col=i) +## print(c(ssb(black.bird)[,"2003"])) +## print(c(ctrl@target[2,"val"])) +## i=i+1 +## } +## +## # F bounds +## black.bird =fwd(black.bird, ctrl=ctrl, sr=list(model="mean",params=FLPar(25000))) +## plot(FLStocks(black.bird)) + + +## ----26,eval=FALSE------------------------------------------------------- +## #### Create a random variable for M +## albM =albF1 +## m(albM)=propagate(m(albM),100) +## +## mDev=rlnorm(prod(dim(m(albM))),0,0.3) +## mean(mDev) +## var(mDev)^.5 +## +## m(albM)=m(albM)*FLQuant(mDev,dimnames=dimnames(m(albM))) +## plot(m(albM)) +## +## harvest(albM)=computeHarvest(albM) +## catch( albM)=computeCatch( albM,"all") +## +## ctrl=fwdControl(data.frame(year=2008:2027, val=c(fbar(albF1)[,ac(2008:2027)]),quantity="f")) +## albM=fwd(albM,ctrl=ctrl,sr=sr) +## +## plot(FLStocks(albM,albF1)) + + +## ----27,eval=FALSE------------------------------------------------------- +## #### Create a random variable for M +## albM1 =albM +## m(albM1)[1:3,] =m(albM)[1:3,]*2 +## +## harvest(albM1)=computeHarvest(albM1) +## catch( albM1)=computeCatch( albM1,"all") +## albM1 =fwd(albM1,ctrl=ctrl,sr=sr) +## +## albM2 =albM +## m(albM2)[,ac(2000:2027)]=m(albM)[,ac(2000:2027)]*2 +## +## harvest(albM2)=computeHarvest(albM2) +## catch( albM2)=computeCatch( albM2,"all") +## albM2 =fwd(albM2,ctrl=ctrl,sr=sr) +## +## plot(FLStocks(albM,albM1,albM2)) + + +## ----28,eval=FALSE------------------------------------------------------- +## #### process error in recruitment +## srDev=FLQuant(rlnorm(20*100,0.0,0.3),dimnames=list(year=2008:2027,iter=1:100)) +## sr=fwd(albM,ctrl=ctrl,sr=sr,sr.residuals=srDev) +## plot(sr) + + +## ----29,eval=FALSE------------------------------------------------------- +## sr =as.FLSR(alb,model="bevholtSV") +## sr1=fmle(sr,fixed=list(spr0=spr0(alb))) +## +## #### SRR regime shifts +## sr2=fmle(sr,fixed=list(spr0=spr0(alb),v=0.75*params(sr)["v"])) +## +## alb2=fwd( sr3,ctrl=ctrl,sr=sr2,sr.residuals=srDev) +## +## plot(FLStocks(sr,sr2)) + + diff --git a/vignettes/FLash.Rmd b/vignettes/FLash.Rmd new file mode 100644 index 0000000..a9719ee --- /dev/null +++ b/vignettes/FLash.Rmd @@ -0,0 +1,1037 @@ +--- +title: "FLash:::fwd for stock projection" +author: "Laurence Kell" +date: "August 13th, 2014" +output: rmarkdown::tufte_handout +--- + +# Introduction +\newthought{The precautionary approach}[^books_be] requires harvest control rules (HCRs) to trigger pre-agreed conservation and management action. This requires limit reference points to set boundaries that constrain harvesting within safe biological limits within which stocks can produce the maximum sustainable yield (MSY) and targets to ensure that management objectives are met. + +The performance of HCRs, i.e. how well they meet management objectives should be evaluated, ideally using Management Strategy Evaluation (MSE) where the HCRs is tested as part of a Management Procedure (MP). Where an MP is the combination of the data collection regime stock assessment procedure and the setting of managment regulations. HCRs can be modelled using the fwd method of FLR; see the MSE document for examples of simulation testing. + +Simulating the evolution of a stock or population (i.e. a projection) may be required after an assessment for a range of catches to allow managers to decide upon a TAC or within an MSE for a management measure set by an MP. + +fwd takes objects descibing historical stock status and assumptions about future dynamics(e.g. growth, maturity, natural mortality and recruitment dynamics), then performs a projection for future options e.g. for catches, fishing mortality. + + +# Introduction +```{r} +library(FLCore) +library(FLash) +library(FLBRP) +library(ggplotFL) +``` + + +fwd is used to make future projections, e.g. to evaluate different management options such as Total Allowable Catches (TACs) once a stock assessment has been conducted or for simulating a Harvest Control Rule (HCR) as part of a Management Strategy Evaluation (MSE). + +In this examples we use the ple4 FLSock object + +```{r} +data(ple4) +``` + +## The future +To perform a projection requires assumptions about future processes such as growth and recruitment and the effect of management on selectivity. + +Recruit is based on a stock recruitment relationship, which can be fitted to the historic time series + +```{r} +#### SRR +sr =as.FLSR(ple4,model="bevholt") +sr =fmle(sr,control=list(silent=TRUE)) +``` + +While future growth and selectivity is often assummed to be an average of recent values. In which case these can be estimated using FLBRP. An advantage of using FLBRP is then the projections and reference points will be consistent. + +```{r} +#### BRPs +eql=FLBRP(ple4,sr=sr) +computeRefpts(eql) +eql=brp(eql) + +plot(eql) +``` + +Expected parameters in the future +```{r} +ggplot(FLQuants(eql,"m","mat","stock.wt","catch.sel"))+ + geom_line(aes(age,data))+ + facet_wrap(~qname,scale="free_y") +``` + +Setting up the projection years can then be done by extending an FLStock uisng fwdWindow and passing the FLBRP object +```{r} +stk=fwdWindow(ple4,end=2020,eql) +unlist(dims(stk)) +``` + + +## Projections + +We first show how simple projections (e.g. for F and catch) can be performed. Later we show how a variety of HCRs can be simulated. + +Simulate fishing at $F_{0.1}$, first create an FLQuant with the target Fs + +```{r} +F0.1=FLQuant(refpts(eql)["f0.1","harvest",drop=T],dimnames=list(year=2009:2020)) +``` + +Then project forward, note that sr is also required +```{r} +stk=fwd(stk,f=F0.1,sr=sr) + +plot(FLStocks("Historic"=ple4,"F0.1"=stk)) +``` + +It is possible to project for different Fs i.e. alternative reference points +```{r} +library(plyr) + +dimnames(refpts(eql))$refpt + +refs=refpts(eql)[c("msy","f0.1","fmax","spr.30"),"harvest",drop=T] + +targetF=FLQuants(mlply(data.frame(refs), + function(refs) + FLQuant(refs,dimnames=list(year=2009:2020)))) + +names(targetF)=names(refs) + +names(targetF)[]="f" +stks=fwd(stk,targetF,sr=sr) + +plot(stks) +``` + +or different multipliers of $F_{MSY}$ +```{r} +msyTargets=FLQuants(mlply(seq(0,2,.25), + function(x) + FLQuant(x*refs["msy"],dimnames=list(year=2009:2020)))) + +names(msyTargets)[]="f" + +stks=fwd(stk,msyTargets,sr=sr) + +plot(stks) +``` + +Catch projections are done in a similar way e.g. for $MSY$ +```{r} +refpts(eql)["msy"] + +refpts(eql)["msy",c("harvest","yield")] + +msy=FLQuant(c(refpts(eql)["msy","yield"]),dimnames=list(year=2009:2020)) + +stks=fwd(stk,catch=msy,sr=sr) + +plot(stks) +``` + +Compare F and Catch projections, e.g. for $MSY$ and $F_{MSY}$ +```{r} +msys=FLQuants("f" =targetF[[1]], + "catch"=msy) +stks=fwd(stk,msys,sr=sr) + +plot(stks) +``` + +If the projected catch is high you could simulate high Fs, however, there will be a cap of effort and capacity so in practice such high Fs may not be realised. Therefore there is a constraint on F. +```{r} +catch=FLQuant(c(refpts(eql)["msy","yield"])*2, + dimnames=list(year=2009:2020)) + +stk=fwd(stk,catch=catch,sr=sr) + +plot(stk) +``` +i.e. maxF, this allows an upper limit to be set on F + +```{r} +stk=fwd(stk,catch=catch,sr=sr,maxF=1) + +plot(stk) +``` + +This can also be used to model capacity +```{r} +capacity=FLQuant(1,dimnames=list(year=2009:2020)) +q =rlnorm(1,FLQuant(0,dimnames=list(year=2009:2020)),.2) +maxF =q*capacity + +stk=fwd(stk,catch=catch,sr=sr,maxF=maxF) + +plot(stk) +``` + +Other quantities can be considered in projections as well as catch and F, i.e. ssb, biomass, landings, discards, f, f.catch, f.landings, f.discards, effort, costs, revenue, profit, mnsz. + +Management has two main options, i.e. setting effort (as in the examples above) or relative F-at-age by changing the selection pattern. +The selection pattern-at-age of landings is that of the catch less discards e.g. +```{r} +ggplot(FLQuants(eql,"catch.sel","discards.sel","landings.sel"))+ + geom_line(aes(age,data,col=qname)) +``` + +In the FLStock object there are therefore 3 selection pattern components, and unfortunate three ways of calculating each. fwd uses computeCatch to re-estimate the catch.n, landings.n and discards.n before calculating future selection patterns. +```{r} +catch(stk)<-computeCatch(stk) +``` + +In fwd the selection patterns are then calculated as harvest*discards.n/catch.n, harvest*landings.n/catch.n and discards.sel+landings.sel + +Simulation of gears that get rid of discarding can be done by +```{r} +noDiscards=stk +discards.n(noDiscards)[,ac(2009:2020)]=0 +catch.n( noDiscards)[,ac(2009:2020)]<-landings.n(noDiscards)[,ac(2009:2020)] +catch(noDiscards)<-computeCatch(noDiscards) + +## Note adjustment of harvest +harvest(noDiscards)[,ac(2009:2020)]=harvest(stk)[,ac(2009:2020)]* + landings.n(stk)[,ac(2009:2020)]/catch.n(stk)[,ac(2009:2020)] + +noDiscards=fwd(noDiscards,f=F0.1,sr=sr) +stk =fwd(stk, f=F0.1,sr=sr) + +plot(FLStocks("No Discards"=noDiscards,"F0.1"=stk)) +``` + + +Non stationarity is seen in many biological processes, what happens if future fecundity decreases? +```{r} +poorFec=stk +mat(poorFec)[1:5,ac(2009:2020)]=c(0,0,0,0,.5) + +poorFec=fwd(poorFec,f=F0.1,sr=sr) + +plot(FLStocks("Reduced \nFecundity"=poorFec,"F0.1"=stk)) +``` + +# Stochasticity + +Monte Carlo simulations based on future recruitment +```{r} +srDev=rlnorm(100,FLQuant(0,dimnames=list(year=2009:2020)),0.3) +plot(srDev) +``` + +```{r} +stk =fwd(stk,f=F0.1,sr=sr,sr.residuals=srDev) +``` + + +# fwdControl + +fwdControl is a more flexible but fiddly way of setting up projections. For example to replicate the $F_{0.1}$ projection above requires setting up a fwdControl object. + +This can be done using a constructor and a data.frame + +```{r} +ctrl=fwdControl(data.frame(year =2009:2018, + val =c(refpts(eql)["f0.1","harvest"]), + quantity="f")) +``` + +fwdControl is a class with 5 slots + +```{r} +slotNames(ctrl) +``` + +For now we will concerntrate on just the target and trgtArray slots. + +```{r} +slotNames(ctrl) +ctrl +``` + +target specifies the quantity for the projection (e.g. "f", "catch", "ssb", ...) and the projection year. The projection can be a target by specifying it in val. While min and max specify bounds. For example if you want to project for a target F but also to check that SSB does not fall below an SSB limit. + +An example with high F that decreases SSB a lot + +```{r} +target=fwdControl(data.frame(year=2009,val=0.8,quantity="f")) +stk =fwdWindow(ple4,end=2010,eql) + +stk=fwd(stk,ctrl=target,sr=eql) + +fbar(stk)[,"2009"] +ssb( stk)[,"2010"] +``` + +Note that it is the end of year biomass that is constrained as in this case spawning is at Jan 1st and so fishing only has an effect of SSB next year + +Constrain SSB so that it doesnt fall below 250000 +```{r} +target <-fwdControl(data.frame(year=c(2009,2009), + val =c( 0.8, NA), + min =c(NA,230000), + quantity=c("f","ssb"))) + +stk=fwd(stk,ctrl=target,sr=sr) + +fbar(stk)[,"2009"] +ssb( stk)[,"2010"] +``` + + +If a stock spawns mid year so the adult population is affected by fishing then the SSB constraint is within year, e.g. +```{r} +harvest.spwn(stk)[]=0.5 + +stk=fwd(stk,ctrl=target,sr=sr) + +fbar(stk)[, "2009"] +ssb( stk)[,c("2009","2010")] +``` + + +```{r} +albF1 =fwd(stk,ctrl=target,sr=sr) +plot(albF1) +``` + + +```{r} +ctrl =fwdControl(data.frame(year =2009:2020, + val =c(refpts(eql)["f0.1","harvest"])*0.5, + quantity="f")) +stk=fwdWindow(ple4,end=2020,eql) +albF2 =fwd(stk, ctrl=ctrl, sr=sr) +``` + + +```{r} +ctrl =fwdControl(data.frame(year =2009:2020, + val =c(refpts(eql)["f0.1","harvest"])*2.0, + quantity="f")) +albF3 =fwd(stk, ctrl=ctrl, sr=sr) +``` + + +```{r,eval=FALSE} +## Create an FlStock object +albF0.1=FLStocks("F0.1"=albF1,"half"=albF2,"double"=albF3) +plot(albF0.1) + +## Cut the plots +plot(lapply(albF0.1,window,start=1990)) + +## Compare alternatives +lapply(lapply(albF0.1,window,start=2009),computeCatch) + +#### Total catch +lapply(lapply(lapply(albF0.1,window,start=2009),computeCatch),sum) + +#### Short-term +unlist(lapply(lapply(lapply(albF0.1,window,start=2009,end=2014),computeCatch),sum)) + +#### Medium-term +unlist(lapply(lapply(lapply(albF0.1,window,start=2017,end=2021),computeCatch),sum)) + +#### Long-term +unlist(lapply(lapply(lapply(albF0.1,window,start=2024,end=2028),computeCatch),sum)) +``` + + +```{r1,eval=FALSE} +#### constant catch startegies +ctch=mean(computeCatch(albNEA)[,ac(2004:2008)]) + +albC=FLStocks() +ctrl=fwdControl(data.frame(year=2009:2028,val=ctch,quantity="catch")) +albC[["1.0"]] =fwd(stk,ctrl=ctrl,sr=sr) + +ctrl =fwdControl(data.frame(year=2009:2028,val=0.5*ctch,quantity="catch")) +albC[["0.5"]] =fwd(stk,ctrl=ctrl,sr=sr) + +ctrl =fwdControl(data.frame(year=2009:2028,val=1.5*ctch,quantity="catch")) +albC[["1.5"]] =fwd(stk,ctrl=ctrl,sr=sr) +plot(albC) + +#### compare strategies +plot(FLStocks(albC[[1]],albF0.1[[1]])) +``` + + +```{r2,eval=FALSE} +#### constant catch with an upper F bound +ctrl=fwdControl(data.frame(year =rep(2009:2028,each=20), + val =rep(c(ctch*1.5,NA),20), + max =rep(c(NA,F0.1),20), + quantity=rep(c("catch","f"),20))) +albFC=fwd(stk,ctrl=ctrl,sr=sr) +``` + + +```{r3,eval=FALSE} +#### 5% F reduction +ctrl=fwdControl(data.frame(year =rep(2009:2028,each=2), + rel.year=c(t(array(c(2008:2027,rep(NA,20)),c(20,2)))), + val =rep(c(0.95,NA),20), + min =rep(c(NA,F0.1*.5),20), + quantity=rep(c("catch","f"),20))) +albFC=fwd(stk,ctrl=ctrl,sr=sr) +plot(albFC) +``` + + +```{r4,eval=FALSE} +#### 10% SSB increase +ctrl=fwdControl(data.frame(year =2009:2028, + rel.year=2008:2027, + min =1.10, + quantity="ssb")) +albSSB=fwd(stk,ctrl=ctrl,sr=sr) +plot(albSSB) +``` + + + +```{r5,eval=FALSE} +hcrF=function(iYr,SSB,Bpa,Blim,Fmin,Fmax){ + val =pmin(Fmax,Fmax-(Fmax-Fmin)*(Bpa-SSB)/(Bpa-Blim)) + trgt=fwdTarget(year=iYr+1,quantity="f",valueval) + + return(trgt)} +``` + + +```{r6,eval=FALSE} +data(ple4) + +# Set up the stock for the next 6 years +pleProj =stf(ple4,6) + +# Set a constant recruitment based on the geometric mean of last 10 years +mnRec = FLPar(exp(mean(log(rec(ple4)[,ac(1992:2001)])))) +# Set ssb target to level 19 years ago +ssbTarget = ssb(ple4)[,"1992"] + +## function to minimise +f = function(x,stk,ssbTarget,ctrl,sr) + { + ctrl@target[,"val"] =x + ctrl@trgtArray[,"val",]=x + + ssb.=c(ssb(fwd(stk,ctrl=ctrl,sr=sr))[,"2006"]) + + return((ssb.-ssbTarget)^2) + } + +## Recover stock to BMY in 2006 with a constant F strategy +ctrl=fwdControl(data.frame(year=2002:2006,val=.5,rel=2001,quantity="f")) + +xmin=optimize(f, c(0.1, 1.0), tol = 0.0000001, stk=pleProj, ssbTarget=ssbTarget, ctrl=ctrl, sr=list(model="mean",params=mnRec)) +ctrl=fwdControl(data.frame(year=2002:2006,val=xmin$minimum,rel=2001,quantity="f")) +pleProjF =fwd(pleProj,ctrl=ctrl,sr=list(model="mean", params=mnRec)) + +# update catch slot +catch(pleProjF) = computeCatch(pleProjF) + +# Have we reached the target? +ssbTarget +ssb(pleProjF)[,ac(2002:2006)] +# At what level of constant F +fbar(pleProjF)[,ac(2002:2006)] +# 'ave a butchers +plot(pleProjF[,ac(1957:2006)]) + +plot(albSSB) +``` + + +```{r7,eval=FALSE} + +data(ple4) +pleProj=stf(ple4,6) + +## Recover stock to the desired SSB in 2006 with a constant Catch strategy +# Here val can be anything in the ctrl because it is overwritten in the optimisation loop +ctrl=fwdControl(data.frame(year=2002:2006,val=c(catch(pleProj)[,"2001"]),quantity="catch")) + +xmin=optimize(f, c(100, 100000), tol = 0.0000001, stk=pleProj, ssbTarget=ssbTarget, ctrl=ctrl, sr=list(model="mean",params=mnRec)) +ctrl=fwdControl(data.frame(year=2002:2006,val=xmin$minimum,quantity="catch")) +pleProjC =fwd(pleProj,ctrl=ctrl,sr=list(model="mean", params=mnRec)) + +# Have we reached the target? +ssbTarget +ssb(pleProjC)[,ac(2002:2006)] +# At what level of constant catch +computeCatch(pleProjC)[,ac(2002:2006)] +# And at what level of F +fbar(pleProjC)[,ac(2002:2006)] +# Update the catch slot +catch(pleProjC) = computeCatch(pleProjC) +# 'ave a butchers +plot(pleProjC[,ac(1957:2006)]) +``` + + +```{r8,eval=FALSE} +# Assessment up to and including 2001 +data(ple4) +black.bird =stf(pleProj,nyrs=2) + +# set courtship and egg laying in Autumn +black.bird@m.spwn[] =0.66 +black.bird@harvest.spwn[]=0.66 + +# assessment is in year 2002, set catch constraint in 2002 and a first guess for F in 2003 +ctrl =fwdControl(data.frame(year=2002:2003,val=c(85000,.5),quantity=c("catch","f"))) +black.bird =fwd(black.bird, ctrl=ctrl, sr=list(model="mean", params=FLPar(25000))) + +# HCR specifies F=0.1 if ssb<100000, F=0.5 if ssb>300000 +# otherwise linear increase as SSB increases +min.ssb=100000 +max.ssb=300000 +min.f =0.1 +max.f =0.5 + +# slope of HCR +a. =(max.f-min.f)/(max.ssb-min.ssb) +b. =min.f-a.*min.ssb + +# plot of HCR +plot(c(0.0,min.ssb,max.ssb,max.ssb*2),c(min.f,min.f,max.f,max.f),type="l",ylim=c(0,max.f*1.25),xlim=c(0,max.ssb*2)) + +## find F through iteration +t. =999 +i =0 +while (abs(ctrl@target[2,"val"]-t.)>10e-6 & i<50) + { + t.=ctrl@target[2,"val"] ## save last val of F + + # calculate new F based on SSB last iter + ctrl@target[2,"val"] =a.*c(ssb(black.bird)[,"2003"])+b. + ctrl@trgtArray[2,"val",]=a.*c(ssb(black.bird)[,"2003"])+b. + black.bird=fwd(black.bird, ctrl=ctrl, sr=list(model="mean", params=FLPar(25000))) + + # 'av a gander + points(c(ssb(black.bird)[,"2003"]),c(ctrl@target[2,"val"]),cex=1.25,pch=19,col=i) + print(c(ssb(black.bird)[,"2003"])) + print(c(ctrl@target[2,"val"])) + i=i+1 + } + +# F bounds +black.bird =fwd(black.bird, ctrl=ctrl, sr=list(model="mean",params=FLPar(25000))) +plot(FLStocks(black.bird)) +``` + + +```{r9,eval=FALSE} +#### Create a random variable for M +albM =stk +m(albM)=propagate(m(albM),100) + +mDev=rlnorm(prod(dim(m(albM))),0,0.3) +mean(mDev) +var(mDev)^.5 + +m(albM)=m(albM)*FLQuant(mDev,dimnames=dimnames(m(albM))) +plot(m(albM)) + +harvest(albM)=computeHarvest(albM) +catch( albM)=computeCatch( albM,"all") + +plot(FLStocks(albM,stk28)) + +ctrl=fwdControl(data.frame(year=2009:2028,val=ctch,quantity="catch")) +albM =fwd(albM,ctrl=ctrl,sr=sr) + +plot(albM) +``` + +```{r10,eval=FALSE} +#### Create a random variable for M +albM1 =albM +m(albM1)[1:3,] =m(albM)[1:3,]*2 + +harvest(albM1)=computeHarvest(albM1) +catch( albM1)=computeCatch( albM1,"all") +albM1 =fwd(albM1,ctrl=ctrl,sr=sr) + +albM2 =albM +m(albM2)[,ac(2000:2028)]=m(albM)[,ac(2000:2028)]*2 + +harvest(albM2)=computeHarvest(albM2) +catch( albM2)=computeCatch( albM2,"all") +albM2 =fwd(albM2,ctrl=ctrl,sr=sr) + +plot(FLStocks(albM,albM1,albM2)) +``` + +```{r11,eval=FALSE} +#### process error in recruitment +srDev=FLQuant(rlnorm(20*100,0.0,0.3),dimnames=list(year=2008:2028,iter=1:100)) +sr=fwd(albM,ctrl=ctrl,sr=sr,sr.residuals=srDev) +plot(sr) +``` + +```{r12,eval=FALSE} +#### SRR regime shifts +albSV =as.FLSR(albNEA) +model(sr)=bevholtSV() +albSV =fmle(albSV,fixed=list(spr0(albNEA))) +albSV1=fmle(albSV,fixed=list(spr0=spr0(albNEA),s=0.75)) +albSV2=fmle(albSV,fixed=list(spr0=spr0(albNEA),v=0.75*params(albSV)["v"])) + +#### Prior for steepness +albSV3=fmle(albSV,fixed=list(s=qnorm(seq(0.01,0.99,length.out=101),.75,.1))) +albSV3=fwd(albSV3,ctrl=ctrl,sr=sr,sr.residuals=srDev) + +plot(albSV1,albSV2,albSV3) +``` + +```{r13,eval=FALSE} +#### SRR regime shifts +albBRP=brp(FLBRP(albM)) +refpts(albBRP) + +albSV3=fmle(albSV,fixed=list(s=qnorm(seq(0.01,0.99,length.out=101),.75,.1))) +albSV3=fwd(albSV3,ctrl=ctrl,sr=sr,sr.residuals=srDev) + +plot(albSV1,albSV2,albSV3) +``` + +```{r14,eval=FALSE} +# F bounds +black.bird =fwd(black.bird, ctrl=ctrl, sr=list(model="mean",params=FLPar(25000))) +plot(FLStocks(black.bird)) +``` + +```{r15,eval=FALSE} +library(FLash) +library(FLAssess) + +#### Set up a short term forecast for an FLStock object by adding extra years +## The default forecast is 3 years, +alb3=stf(alb) + +## Check what?s happened +summary(alb) +summary(alb3) + +## by default future F is the mean of last 3 years +mean(fbar(alb)[,ac(2007-(0:2))]) +fbar(alb3)[,ac(2007+(1:3))] + +## by default future F is the mean of last 3 years +mean(fbar(alb)[,ac(2007-(0:2))]) +fbar(alb3)[,ac(2007+(1:3))] +``` + +```{r16,eval=FALSE} +## Constant F Projection for a 20 year projection +stk=stf(alb,nyear=20) + +#### SRR +sr =as.FLSR(alb) +model(sr)=bevholt() +sr =fmle(sr) + +#### BRPs +albBRP=FLBRP(alb,sr=sr) +computeRefpts(albBRP) + + +albBRP=brp(albBRP) + + +# Use F0.1 as fishing mortality target +F0.1=refpts(albBRP)["f0.1","harvest",drop=T] +#### bug +ctrl =fwdControl(data.frame( + year =2008:2027, + val =F0.1, + quantity="f")) + +albF1 =fwd(stk,ctrl=ctrl,sr=sr) + +plot(albF1) +ctrl =fwdControl(data.frame( + year =2008:2027, + val =F0.1*0.5, + quantity="f")) +albF2 =fwd(stk, ctrl=ctrl, sr=sr) + +ctrl =fwdControl(data.frame( + year =2008:2027, + val =F0.1*2.0, + quantity="f")) +albF3 =fwd(stk, ctrl=ctrl, sr=sr) + + +## Create an FlStock object +albF0.1=FLStocks("F0.1"=albF1,"half"=albF2,"double"=albF3) +plot(albF0.1) + +## Cut the plots +plot(lapply(albF0.1,window,start=1990)) + +## Compare alternatives +lapply(lapply(albF0.1,window,start=2008),computeCatch) + +#### Total catch +lapply(lapply(lapply(albF0.1,window,start=2008),computeCatch),sum) + +#### Short-term +unlist(lapply(lapply(lapply(albF0.1,window,start=2008,end=2013),computeCatch),sum)) +#### Medium-term +unlist(lapply(lapply(lapply(albF0.1,window,start=2016,end=2020),computeCatch),sum)) +#### Long-term +unlist(lapply(lapply(lapply(albF0.1,window,start=2023,end=2027),computeCatch),sum)) + +``` + +```{r17,eval=FALSE} +#### constant catch startegies +ctch=mean(computeCatch(alb)[,ac(2003:2007)]) + +albC=FLStocks() +ctrl=fwdControl(data.frame(year=2008:2027,val=ctch,quantity="catch")) +albC[["1.0"]] =fwd(stk,ctrl=ctrl,sr=sr) + +ctrl =fwdControl(data.frame(year=2008:2027,val=0.5*ctch,quantity="catch")) +albC[["0.5"]] =fwd(stk,ctrl=ctrl,sr=sr) + +ctrl =fwdControl(data.frame(year=2008:2027,val=1.5*ctch,quantity="catch")) +albC[["1.5"]] =fwd(stk,ctrl=ctrl,sr=sr) +plot(albC) + +#### compare startegies +plot(FLStocks(albC[[1]],albF0.1[[1]])) + +``` + +```{r18,eval=FALSE} +#### constant catch with an upper F bound +ctrl=fwdControl(data.frame(year =rep(2008:2027,each=20), + val =rep(c(ctch*1.5,NA),20), + max =rep(c(NA,F0.1),20), + quantity=rep(c("catch","f"),20))) +albFC=fwd(stk,ctrl=ctrl,sr=sr) +plot(albFC) +``` + +```{r19,eval=FALSE} +#### 5% F reduction +ctrl=fwdControl(data.frame(year =rep(2008:2027,each=2), + rel.year=c(t(array(c(2007:2026,rep(NA,20)),c(20,2)))), + val =rep(c(0.95,NA),20), + min =rep(c(NA,F0.1*.5),20), + quantity=rep(c("catch","f"),20))) +albFC=fwd(stk,ctrl=ctrl,sr=sr) +plot(albFC) +``` + +```{r20,eval=FALSE} +#### 10% SSB increase +ctrl=fwdControl(data.frame(year =2008:2027, + rel.year=2007:2026, + min =1.10, + quantity="ssb")) +albSSB=fwd(stk,ctrl=ctrl,sr=sr) +plot(albSSB) +``` + +```{r21,eval=FALSE} +hcrF=function(iYr,SSB,Bpa,Blim,Fmin,Fmax){ + val =pmin(Fmax,Fmax-(Fmax-Fmin)*(Bpa-SSB)/(Bpa-Blim)) + trgt=fwdTarget(year=iYr+1,quantity="f",valueval) + + return(trgt)} +``` + +```{r22,eval=FALSE} +## Ogives +dnormal=function(x,a,sL,sR){ + pow=function(a,b) a^b + + func=function(x,a,sL,sR){ + if (x < a) return(pow(2.0,-((x-a)/sL*(x-a)/sL))) + else return(pow(2.0,-((x-a)/sR*(x-a)/sR)))} + + sapply(x,func,a,sL,sR)} + +logistic=function(x,a50,ato95){ + pow=function(a,b) a^b + + func=function(x,a50,ato95){ + if ((a50-x)/ato95 > 5) return(0) + if ((a50-x)/ato95 < -5) return(1) + + return(1.0/(1.0+pow(19.0,(a50-x)/ato95)))} + + sapply(x,func,a50,ato95)} + +prices =data.frame(rbind(cbind(Age=1:10,Price=dnormal( 1:10,3,10,20),Type="Peaking"), + cbind(age=1:10,Price=logistic(1:10,2,3), Type="Increasing"))) +prices$Age=as.numeric(ac(prices$Age)) + +p = ggplot(prices,aes(x=Age, y=Price, group=Type)) +p = p + geom_line(aes(colour=Type)) +p + +refIPrice=brp(FLBRP(alb,fbar=seq(0,1,length.out=101))) +refPPrice=refIPrice + +price(refIPrice)=logistic(1:15,4,3) +price(refPPrice)=dnormal( 1:15,5,1,5) + +refIPrice=brp(refIPrice) +refPPrice=brp(refPPrice) + +breakEven=refIPrice +#### bug why not no recycling +refpts(breakEven)=refpts(as.numeric(c(refpts(refIPrice)["fmax","revenue"]*2,rep(NA,7))),refpt=c("breakEven")) +computeRefpts(breakEven)[,"revenue"] + +vcost(refIPrice)=c(computeRefpts(breakEven)[,"revenue"]*0.20) +fcost(refIPrice)=vcost(refIPrice)*4.0 + +vcost(refPPrice)=vcost(refIPrice) +fcost(refPPrice)=fcost(refIPrice) + +refIPrice=brp(refIPrice) +refPPrice=brp(refPPrice) + +price(refIPrice)=price(refIPrice)/c(refpts(refIPrice)["mey","profit"]) +price(refPPrice)=price(refPPrice)/c(refpts(refPPrice)["mey","profit"]) + +refIPrice=brp(refIPrice) +refPPrice=brp(refPPrice) + +plot(refPPrice) +plot(refIPrice) +``` + +```{r23,eval=FALSE} +data(ple4) + +# Set up the stock for the next 6 years +pleProj =stf(ple4,6) + +# Set a constant recruitment based on the geometric mean of last 10 years +mnRec = FLPar(exp(mean(log(rec(ple4)[,ac(1992:2001)])))) +# Set ssb target to level 19 years ago +ssbTarget = ssb(ple4)[,"1992"] + +## function to minimise +f = function(x,stk,ssbTarget,ctrl,sr) + { + ctrl@target[,"val"] =x + ctrl@trgtArray[,"val",]=x + + ssb.=c(ssb(fwd(stk,ctrl=ctrl,sr=sr))[,"2006"]) + + return((ssb.-ssbTarget)^2) + } + +## Recover stock to BMY in 2006 with a constant F strategy +ctrl=fwdControl(data.frame(year=2002:2006,val=.5,rel=2001,quantity="f")) + +xmin=optimize(f, c(0.1, 1.0), tol = 0.0000001, stk=pleProj, ssbTarget=ssbTarget, ctrl=ctrl, sr=list(model="mean",params=mnRec)) +ctrl=fwdControl(data.frame(year=2002:2006,val=xmin$minimum,rel=2001,quantity="f")) +pleProjF =fwd(pleProj,ctrl=ctrl,sr=list(model="mean", params=mnRec)) + +# update catch slot +catch(pleProjF) = computeCatch(pleProjF) + +# Have we reached the target? +ssbTarget +ssb(pleProjF)[,ac(2002:2006)] +# At what level of constant F +fbar(pleProjF)[,ac(2002:2006)] +# 'ave a butchers +plot(pleProjF[,ac(1957:2006)]) + +plot(albSSB) +``` + +```{r24,eval=FALSE} +data(ple4) +pleProj=stf(ple4,6) + +## Recover stock to the desired SSB in 2006 with a constant Catch strategy +# Here val can be anything in the ctrl because it is overwritten in the optimisation loop +ctrl=fwdControl(data.frame(year=2002:2006,val=c(catch(pleProj)[,"2001"]),quantity="catch")) + +xmin=optimize(f, c(100, 100000), tol = 0.0000001, stk=pleProj, ssbTarget=ssbTarget, ctrl=ctrl, sr=list(model="mean",params=mnRec)) +ctrl=fwdControl(data.frame(year=2002:2006,val=xmin$minimum,quantity="catch")) +pleProjC =fwd(pleProj,ctrl=ctrl,sr=list(model="mean", params=mnRec)) + +# Have we reached the target? +ssbTarget +ssb(pleProjC)[,ac(2002:2006)] +# At what level of constant catch +computeCatch(pleProjC)[,ac(2002:2006)] +# And at what level of F +fbar(pleProjC)[,ac(2002:2006)] +# Update the catch slot +catch(pleProjC) = computeCatch(pleProjC) + +plot(pleProjC[,ac(1957:2006)]) +``` + + +```{r25,eval=FALSE} +# Assessment upto and including 2001 +data(ple4) +black.bird =stf(pleProj,nyear=2) + +# set courtship and egg laying in Autumn +black.bird@m.spwn[] =0.66 +black.bird@harvest.spwn[]=0.66 + +# assessment is in year 2002, set catch constraint in 2002 and a first guess for F in 2003 +ctrl =fwdControl(data.frame(year=2002:2003,val=c(85000,.5),quantity=c("catch","f"))) +black.bird =fwd(black.bird, ctrl=ctrl, sr=list(model="mean", params=FLPar(25000))) + +# HCR specifies F=0.1 if ssb<100000, F=0.5 if ssb>300000 +# otherwise linear increase as SSB increases +min.ssb=100000 +max.ssb=300000 +min.f =0.1 +max.f =0.5 + +# slope of HCR +a. =(max.f-min.f)/(max.ssb-min.ssb) +b. =min.f-a.*min.ssb + +# plot of HCR +plot(c(0.0,min.ssb,max.ssb,max.ssb*2),c(min.f,min.f,max.f,max.f),type="l",ylim=c(0,max.f*1.25),xlim=c(0,max.ssb*2)) + +## find F through iteration +t. =999 +i =0 +while (abs(ctrl@target[2,"val"]-t.)>10e-6 & i<50) + { + t.=ctrl@target[2,"val"] ## save last val of F + + # calculate new F based on SSB last iter + ctrl@target[2,"val"] =a.*c(ssb(black.bird)[,"2003"])+b. + ctrl@trgtArray[2,"val",]=a.*c(ssb(black.bird)[,"2003"])+b. + black.bird=fwd(black.bird, ctrl=ctrl, sr=list(model="mean", params=FLPar(25000))) + + # 'av a gander + points(c(ssb(black.bird)[,"2003"]),c(ctrl@target[2,"val"]),cex=1.25,pch=19,col=i) + print(c(ssb(black.bird)[,"2003"])) + print(c(ctrl@target[2,"val"])) + i=i+1 + } + +# F bounds +black.bird =fwd(black.bird, ctrl=ctrl, sr=list(model="mean",params=FLPar(25000))) +plot(FLStocks(black.bird)) +``` + +```{r26,eval=FALSE} +#### Create a random variable for M +albM =albF1 +m(albM)=propagate(m(albM),100) + +mDev=rlnorm(prod(dim(m(albM))),0,0.3) +mean(mDev) +var(mDev)^.5 + +m(albM)=m(albM)*FLQuant(mDev,dimnames=dimnames(m(albM))) +plot(m(albM)) + +harvest(albM)=computeHarvest(albM) +catch( albM)=computeCatch( albM,"all") + +ctrl=fwdControl(data.frame(year=2008:2027, val=c(fbar(albF1)[,ac(2008:2027)]),quantity="f")) +albM=fwd(albM,ctrl=ctrl,sr=sr) + +plot(FLStocks(albM,albF1)) +``` + +```{r27,eval=FALSE} +#### Create a random variable for M +albM1 =albM +m(albM1)[1:3,] =m(albM)[1:3,]*2 + +harvest(albM1)=computeHarvest(albM1) +catch( albM1)=computeCatch( albM1,"all") +albM1 =fwd(albM1,ctrl=ctrl,sr=sr) + +albM2 =albM +m(albM2)[,ac(2000:2027)]=m(albM)[,ac(2000:2027)]*2 + +harvest(albM2)=computeHarvest(albM2) +catch( albM2)=computeCatch( albM2,"all") +albM2 =fwd(albM2,ctrl=ctrl,sr=sr) + +plot(FLStocks(albM,albM1,albM2)) +``` + +```{r28,eval=FALSE} +#### process error in recruitment +srDev=FLQuant(rlnorm(20*100,0.0,0.3),dimnames=list(year=2008:2027,iter=1:100)) +sr=fwd(albM,ctrl=ctrl,sr=sr,sr.residuals=srDev) +plot(sr) +``` + + +```{r29,eval=FALSE} +sr =as.FLSR(alb,model="bevholtSV") +sr1=fmle(sr,fixed=list(spr0=spr0(alb))) + +#### SRR regime shifts +sr2=fmle(sr,fixed=list(spr0=spr0(alb),v=0.75*params(sr)["v"])) + +alb2=fwd( sr3,ctrl=ctrl,sr=sr2,sr.residuals=srDev) + +plot(FLStocks(sr,sr2)) +``` + + +# Syntax + +## Biology +## Selectivity +## Monte Carlo simulation + +# Targets +## Catch and F strategies + +# Limits +## Relative targets and limits + +# Harvest Control Rules + +# Multi-annual management + +# Recovery Plans +# Long-term plans +# Technical measures + + +# fwdControl +## target +## trgtArray +## effort +## effArray +## blocks + +# Management Objectives +# Performance statistics + +# Examples +## Albacore +## Herring +## Cod +## North Sea flatfish +## Bluefin +## Mediterannean Swordfish + +# References + +# fwd diff --git a/vignettes/FLash.Rnw b/vignettes/FLash.Rnw new file mode 100644 index 0000000..908c7a1 --- /dev/null +++ b/vignettes/FLash.Rnw @@ -0,0 +1,4 @@ +%\VignetteIndexEntry{FLash} +\documentclass{article} +\begin{document} +\end{document} diff --git a/vignettes/FLash.pdf b/vignettes/FLash.pdf new file mode 100644 index 0000000000000000000000000000000000000000..89f8a6000b00819f8a5f64b09f5c842548e44089 GIT binary patch literal 215635 zcmeFZRd6ItlCCXgX0@1^nWYxAn37I0!1=4*S`eC#)eOiZ>?{R&&>@*CuwA5;$Vu; zz|2gK|JMhKPQ=W@!N?AuPQ*gb!AQu+z}nCVikBD4-oegD&l1XIB|$~QI-eEAYqFAm zCCCSb{D8Ihjv^xVoFqm$&8*biS;@5vnAwMdHDkQ9@=`NUtd-6u!t*WT(&KRHp}gm& 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zb<9!$n8Uf}pXWzM4>gXC+}YEo#p@ecnF~{8>%Q%$8_$ccDoPabi~fj90(hv##N7}g z%9u$41%Z^FvH|1yB$0>_r6<4SxRHA@<9`8Tj~#}=mfN#%sT~IrJJ20?X)vkBjR~T0ZMT6YC1`<66JrE08`GtU z&;v)tJMX|UBcu?n1TKsg<>9sgWeL)QppAMk23CSj#KY|<7^A8CZ$RP;RD&*wcNf?p zw?S8mHV2@LV(-YU0>_Z70Q>g4*ul2Jzo5AI6^uUWgOozZKoeabvHs|ppu_|j&T$QI`@CBmRfz{|&r5`DHN)8h5}s0bTEd zpDmiz&fV01s7=NF!3&)|=YV(t(ShnQoV^bB%!Taw zvJYQ{-T67;<|l{euA|hSn)kV6B&ZWWfhaVE#Rv_Sp?r>Lxx>_D z4GYNE!)Wu<7E;4xsvsex)!=N3wiOkYg}aJkQKFS#u)>vzG0A`#H!t>q;40mKT%#`5 z_hJBxS=_X@VH=VaaCDx8$I=-j_6`uPCeykhM-fh^3 zQL58x9>)IWDoNK@!y)}F#FMx!?}c~G!xop=q#&)hTC5f`c%5EGhfR1F$x{r7zI?$r`*AVQ zy9y8a=llt-mdarBZK2b<(s8ZBV4c0_+hez*RZ;vWS5Ev@=g|f&0zW8n+-E2M_R+?u zX54w}ks05pgl~@p7s3lHWx|y!ry4AJ05Vy*!?aky^E)${NZ>Rbu#|wVL^?ugK+E5O zUL3EsggYpV6d>E9WXW>T?0cVWFjZ=ex*4wP%L+f&2kct(N)TKxFxhrN6f40)Agg$JmbPGg`R{3$CxMTw$)3s+yqx& zSJu3P8qXN;J|xB}?OiwrDm=N!AJH=AE}Fn6=90Ne@GD6!#f_X(Al&Kmn@RgDMZQ$L wGBnBO+0f%~jlq9`)Zl+O{`Xku=w#sF Date: Wed, 29 Oct 2014 14:15:11 +0100 Subject: [PATCH 09/27] added knitr to compile Rmd --- DESCRIPTION | 2 ++ vignettes/FLash.Rmd | 5 +++++ 2 files changed, 7 insertions(+) diff --git a/DESCRIPTION b/DESCRIPTION index db6bf6c..552cdd2 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,9 +1,11 @@ Package: FLash Title: Aaaaahhhhhhh Version: 2.5.0 +VignetteBuilder: knitr Author: Freddy Mercury Description: Saviour of the universe Depends: R(>= 2.15.0), FLCore(>= 2.5), methods +Suggests: knitr Collate: fwdControl.R harvest.R setSRs.R validityFLSR.R FLCoreVarCon.R fwd.R pseuco.R truncVPA.R Maintainer: Prince Baron License: GPL-2 diff --git a/vignettes/FLash.Rmd b/vignettes/FLash.Rmd index a9719ee..ce970a9 100644 --- a/vignettes/FLash.Rmd +++ b/vignettes/FLash.Rmd @@ -5,6 +5,11 @@ date: "August 13th, 2014" output: rmarkdown::tufte_handout --- + + + # Introduction \newthought{The precautionary approach}[^books_be] requires harvest control rules (HCRs) to trigger pre-agreed conservation and management action. This requires limit reference points to set boundaries that constrain harvesting within safe biological limits within which stocks can produce the maximum sustainable yield (MSY) and targets to ensure that management objectives are met. From 41eba59a3d8dcc18c6777d6e99398017f879817f Mon Sep 17 00:00:00 2001 From: laurie Date: Wed, 29 Oct 2014 14:21:53 +0100 Subject: [PATCH 10/27] deleted Rnw --- vignettes/FLash.Rnw | 4 ---- 1 file changed, 4 deletions(-) delete mode 100644 vignettes/FLash.Rnw diff --git a/vignettes/FLash.Rnw b/vignettes/FLash.Rnw deleted file mode 100644 index 908c7a1..0000000 --- a/vignettes/FLash.Rnw +++ /dev/null @@ -1,4 +0,0 @@ -%\VignetteIndexEntry{FLash} -\documentclass{article} -\begin{document} -\end{document} From 401b4a5be8f8d2ce1c8a4f013cc598a1223f468f Mon Sep 17 00:00:00 2001 From: laurie Date: Thu, 30 Oct 2014 15:30:10 +0100 Subject: [PATCH 11/27] updated vignette --- vignettes/FLash.Rmd | 271 +++++++++++++++++++------------------------- vignettes/FLash.pdf | Bin 215635 -> 243119 bytes 2 files changed, 117 insertions(+), 154 deletions(-) diff --git a/vignettes/FLash.Rmd b/vignettes/FLash.Rmd index ce970a9..db0cbf4 100644 --- a/vignettes/FLash.Rmd +++ b/vignettes/FLash.Rmd @@ -59,6 +59,11 @@ eql=brp(eql) plot(eql) ``` +```{r,echo=FALSE} +stk=ple4 +save(stk,eql,sr,file="/tmp/flash.RData") +``` + Expected parameters in the future ```{r} ggplot(FLQuants(eql,"m","mat","stock.wt","catch.sel"))+ @@ -175,6 +180,28 @@ plot(stk) Other quantities can be considered in projections as well as catch and F, i.e. ssb, biomass, landings, discards, f, f.catch, f.landings, f.discards, effort, costs, revenue, profit, mnsz. + +```{r1} +f.landings=function(x) apply((harvest(x)* + landings.n(x)/ + catch.n(x))[ac( range(stk)["minfbar"]:range(stk)["maxfbar"])],2,mean) +f.discards=function(x) apply((harvest(x)* + landings.n(x)/ + catch.n(x))[ac( range(stk)["minfbar"]:range(stk)["maxfbar"])],2,mean) +mnsz =function(x) apply(stock.n(x)*stock.wt(x),2,sum)/ + apply(stock.n(x),2,sum) + +flqs=FLQuants(stk,"ssb", "biomass"=stock, + "landings", "discards", "fbar", + "f.landings", "f.discards","mnsz") + +# effort, costs, revenue, profit, . + +ggplot(flqs)+ + geom_line(aes(year,data))+ + facet_grid(qname~.,scale="free_y") +``` + Management has two main options, i.e. setting effort (as in the examples above) or relative F-at-age by changing the selection pattern. The selection pattern-at-age of landings is that of the catch less discards e.g. ```{r} @@ -296,109 +323,49 @@ ssb( stk)[,c("2009","2010")] ``` -```{r} -albF1 =fwd(stk,ctrl=target,sr=sr) -plot(albF1) -``` - - -```{r} -ctrl =fwdControl(data.frame(year =2009:2020, - val =c(refpts(eql)["f0.1","harvest"])*0.5, - quantity="f")) -stk=fwdWindow(ple4,end=2020,eql) -albF2 =fwd(stk, ctrl=ctrl, sr=sr) -``` - - -```{r} -ctrl =fwdControl(data.frame(year =2009:2020, - val =c(refpts(eql)["f0.1","harvest"])*2.0, - quantity="f")) -albF3 =fwd(stk, ctrl=ctrl, sr=sr) -``` - - -```{r,eval=FALSE} -## Create an FlStock object -albF0.1=FLStocks("F0.1"=albF1,"half"=albF2,"double"=albF3) -plot(albF0.1) - -## Cut the plots -plot(lapply(albF0.1,window,start=1990)) - -## Compare alternatives -lapply(lapply(albF0.1,window,start=2009),computeCatch) - -#### Total catch -lapply(lapply(lapply(albF0.1,window,start=2009),computeCatch),sum) - -#### Short-term -unlist(lapply(lapply(lapply(albF0.1,window,start=2009,end=2014),computeCatch),sum)) - -#### Medium-term -unlist(lapply(lapply(lapply(albF0.1,window,start=2017,end=2021),computeCatch),sum)) - -#### Long-term -unlist(lapply(lapply(lapply(albF0.1,window,start=2024,end=2028),computeCatch),sum)) -``` - - -```{r1,eval=FALSE} -#### constant catch startegies -ctch=mean(computeCatch(albNEA)[,ac(2004:2008)]) - -albC=FLStocks() -ctrl=fwdControl(data.frame(year=2009:2028,val=ctch,quantity="catch")) -albC[["1.0"]] =fwd(stk,ctrl=ctrl,sr=sr) - -ctrl =fwdControl(data.frame(year=2009:2028,val=0.5*ctch,quantity="catch")) -albC[["0.5"]] =fwd(stk,ctrl=ctrl,sr=sr) - -ctrl =fwdControl(data.frame(year=2009:2028,val=1.5*ctch,quantity="catch")) -albC[["1.5"]] =fwd(stk,ctrl=ctrl,sr=sr) -plot(albC) - -#### compare strategies -plot(FLStocks(albC[[1]],albF0.1[[1]])) -``` - +# Harvest Control Rules +```{rhcr-fc} +msy =refpts(eql)["msy", "yield"] +bmsy =refpts(eql)["msy", "ssb"] +f0.1 =refpts(eql)["f0.1","harvest"] +stk =fwdWindow(stk,end=2020,eql) -```{r2,eval=FALSE} #### constant catch with an upper F bound -ctrl=fwdControl(data.frame(year =rep(2009:2028,each=20), - val =rep(c(ctch*1.5,NA),20), - max =rep(c(NA,F0.1),20), - quantity=rep(c("catch","f"),20))) -albFC=fwd(stk,ctrl=ctrl,sr=sr) +ctrl=fwdControl(data.frame(year =rep(2009:2020,each=2), + val =rep(c(msy*0.7,NA),12), + max =rep(c(NA,f0.1),12), + quantity=rep(c("catch","f"),12))) +stk=fwd(stk,ctrl=ctrl,sr=sr) + +plot(stk[,ac(2005:2020)]) ``` +Reduce F to F0.1 but only let catch change by 15% a year +```{rhcr-F-TACconstraint} +ctrl=fwdControl(data.frame(year =rep(2009:2020,each=2), + rel.year=c(t(array(c(rep(NA,12),2008:2019),c(12,2)))), + val =rep(c(f0.1,NA),12), + min =rep(c(NA,0.85),12), + quantity=rep(c("f","catch"),12))) +stk=fwd(stk,ctrl=ctrl,sr=sr) -```{r3,eval=FALSE} -#### 5% F reduction -ctrl=fwdControl(data.frame(year =rep(2009:2028,each=2), - rel.year=c(t(array(c(2008:2027,rep(NA,20)),c(20,2)))), - val =rep(c(0.95,NA),20), - min =rep(c(NA,F0.1*.5),20), - quantity=rep(c("catch","f"),20))) -albFC=fwd(stk,ctrl=ctrl,sr=sr) -plot(albFC) +plot(stk[,ac(2005:2020)]) ``` +10% SSB increase +```{rhcr-10ssb} +ctrl=fwdControl(data.frame(year =rep(2009:2020,each=2), + rel.year=c(t(array(c(2008:2019,rep(NA,12)),c(12,2)))), + max =rep(c(f0.1,NA),12), + val =rep(c(NA,1.1),12), + quantity=rep(c("ssb","f"),12))) +stk=fwd(stk,ctrl=ctrl,sr=sr) -```{r4,eval=FALSE} -#### 10% SSB increase -ctrl=fwdControl(data.frame(year =2009:2028, - rel.year=2008:2027, - min =1.10, - quantity="ssb")) -albSSB=fwd(stk,ctrl=ctrl,sr=sr) -plot(albSSB) +plot(stk[,ac(2005:2019)]) ``` - -```{r5,eval=FALSE} +```{rhcr-func} hcrF=function(iYr,SSB,Bpa,Blim,Fmin,Fmax){ val =pmin(Fmax,Fmax-(Fmax-Fmin)*(Bpa-SSB)/(Bpa-Blim)) trgt=fwdTarget(year=iYr+1,quantity="f",valueval) @@ -407,81 +374,77 @@ hcrF=function(iYr,SSB,Bpa,Blim,Fmin,Fmax){ ``` -```{r6,eval=FALSE} -data(ple4) +Recover stock to target SSB level corresponding to the 1980s in 2020 with a constant F strategy +```{r6} +load("/tmp/flash.RData") +stk=fwdWindow(stk,end=2020,eql) -# Set up the stock for the next 6 years -pleProj =stf(ple4,6) - -# Set a constant recruitment based on the geometric mean of last 10 years -mnRec = FLPar(exp(mean(log(rec(ple4)[,ac(1992:2001)])))) -# Set ssb target to level 19 years ago -ssbTarget = ssb(ple4)[,"1992"] +ssbTarget = mean(ssb(stk)[,ac(1970:1989)]) ## function to minimise -f = function(x,stk,ssbTarget,ctrl,sr) - { - ctrl@target[,"val"] =x +f<-function(x,stk,ssbTarget,ctrl,sr){ + + # set target F for all years + ctrl@target[, "val"] =x ctrl@trgtArray[,"val",]=x - ssb.=c(ssb(fwd(stk,ctrl=ctrl,sr=sr))[,"2006"]) + # project + stk=fwd(stk,ctrl=ctrl,sr=sr) + + # Squared Difference + return((ssb(stk)[,ac(range(stk)["maxyear"])]-ssbTarget)^2)} - return((ssb.-ssbTarget)^2) - } +## control object +ctrl=fwdControl(data.frame(year=2009:2020,val=.5,rel=2008,quantity="f")) -## Recover stock to BMY in 2006 with a constant F strategy -ctrl=fwdControl(data.frame(year=2002:2006,val=.5,rel=2001,quantity="f")) +xmin=optimize(f, c(0.1, 1.0), tol = 0.0000001, stk=stk, ssbTarget=ssbTarget, + ctrl=ctrl, sr=eql) +ctrl=fwdControl(data.frame(year=2009:2020,val=xmin$minimum,rel=2008,quantity="f")) -xmin=optimize(f, c(0.1, 1.0), tol = 0.0000001, stk=pleProj, ssbTarget=ssbTarget, ctrl=ctrl, sr=list(model="mean",params=mnRec)) -ctrl=fwdControl(data.frame(year=2002:2006,val=xmin$minimum,rel=2001,quantity="f")) -pleProjF =fwd(pleProj,ctrl=ctrl,sr=list(model="mean", params=mnRec)) +stk =fwd(stk,ctrl=ctrl,sr=eql) # update catch slot -catch(pleProjF) = computeCatch(pleProjF) +catch(stk) = computeCatch(stk) # Have we reached the target? ssbTarget -ssb(pleProjF)[,ac(2002:2006)] +ssb(stk) # At what level of constant F -fbar(pleProjF)[,ac(2002:2006)] -# 'ave a butchers -plot(pleProjF[,ac(1957:2006)]) +fbar(stk) -plot(albSSB) +plot(stk)+ + geom_hline(aes()) ``` +Recover stock to the desired SSB in 2006 with a constant Catch strategy +Here val can be anything in the ctrl because it is overwritten in the optimisation loop ```{r7,eval=FALSE} +ctrl=fwdControl(data.frame(year=2009:2020,val=c(catch(stk)[,"2001"]),quantity="catch")) -data(ple4) -pleProj=stf(ple4,6) - -## Recover stock to the desired SSB in 2006 with a constant Catch strategy -# Here val can be anything in the ctrl because it is overwritten in the optimisation loop -ctrl=fwdControl(data.frame(year=2002:2006,val=c(catch(pleProj)[,"2001"]),quantity="catch")) - -xmin=optimize(f, c(100, 100000), tol = 0.0000001, stk=pleProj, ssbTarget=ssbTarget, ctrl=ctrl, sr=list(model="mean",params=mnRec)) -ctrl=fwdControl(data.frame(year=2002:2006,val=xmin$minimum,quantity="catch")) -pleProjC =fwd(pleProj,ctrl=ctrl,sr=list(model="mean", params=mnRec)) +xmin=optimize(f, c(100, 100000), tol = 0.0000001, stk=stk, + ssbTarget=ssbTarget, ctrl=ctrl, sr=sr) +ctrl=fwdControl(data.frame(year=2009:2020,val=xmin$minimum,quantity="catch")) +stkC =fwd(stk,ctrl=ctrl,sr=sr) # Have we reached the target? ssbTarget -ssb(pleProjC)[,ac(2002:2006)] +ssb(stkC)[,ac(2002:2020)] # At what level of constant catch -computeCatch(pleProjC)[,ac(2002:2006)] +computeCatch(stkC)[,ac(2002:2020)] # And at what level of F -fbar(pleProjC)[,ac(2002:2006)] +fbar(stkC)[,ac(2002:2006)] # Update the catch slot -catch(pleProjC) = computeCatch(pleProjC) +catch(stkC) = computeCatch(stkC) # 'ave a butchers -plot(pleProjC[,ac(1957:2006)]) +plot(stkC[,ac(1957:2006)]) ``` ```{r8,eval=FALSE} # Assessment up to and including 2001 data(ple4) -black.bird =stf(pleProj,nyrs=2) +black.bird =stf(stk,nyrs=2) # set courtship and egg laying in Autumn black.bird@m.spwn[] =0.66 @@ -547,7 +510,7 @@ catch( albM)=computeCatch( albM,"all") plot(FLStocks(albM,stk28)) -ctrl=fwdControl(data.frame(year=2009:2028,val=ctch,quantity="catch")) +ctrl=fwdControl(data.frame(year=2009:2020,val=ctch,quantity="catch")) albM =fwd(albM,ctrl=ctrl,sr=sr) plot(albM) @@ -563,7 +526,7 @@ catch( albM1)=computeCatch( albM1,"all") albM1 =fwd(albM1,ctrl=ctrl,sr=sr) albM2 =albM -m(albM2)[,ac(2000:2028)]=m(albM)[,ac(2000:2028)]*2 +m(albM2)[,ac(2000:2020)]=m(albM)[,ac(2000:2020)]*2 harvest(albM2)=computeHarvest(albM2) catch( albM2)=computeCatch( albM2,"all") @@ -574,7 +537,7 @@ plot(FLStocks(albM,albM1,albM2)) ```{r11,eval=FALSE} #### process error in recruitment -srDev=FLQuant(rlnorm(20*100,0.0,0.3),dimnames=list(year=2008:2028,iter=1:100)) +srDev=FLQuant(rlnorm(20*100,0.0,0.3),dimnames=list(year=2008:2020,iter=1:100)) sr=fwd(albM,ctrl=ctrl,sr=sr,sr.residuals=srDev) plot(sr) ``` @@ -821,7 +784,7 @@ plot(refIPrice) data(ple4) # Set up the stock for the next 6 years -pleProj =stf(ple4,6) +stk =stf(ple4,6) # Set a constant recruitment based on the geometric mean of last 10 years mnRec = FLPar(exp(mean(log(rec(ple4)[,ac(1992:2001)])))) @@ -842,54 +805,54 @@ f = function(x,stk,ssbTarget,ctrl,sr) ## Recover stock to BMY in 2006 with a constant F strategy ctrl=fwdControl(data.frame(year=2002:2006,val=.5,rel=2001,quantity="f")) -xmin=optimize(f, c(0.1, 1.0), tol = 0.0000001, stk=pleProj, ssbTarget=ssbTarget, ctrl=ctrl, sr=list(model="mean",params=mnRec)) +xmin=optimize(f, c(0.1, 1.0), tol = 0.0000001, stk=stk, ssbTarget=ssbTarget, ctrl=ctrl, sr=list(model="mean",params=mnRec)) ctrl=fwdControl(data.frame(year=2002:2006,val=xmin$minimum,rel=2001,quantity="f")) -pleProjF =fwd(pleProj,ctrl=ctrl,sr=list(model="mean", params=mnRec)) +stkF =fwd(stk,ctrl=ctrl,sr=list(model="mean", params=mnRec)) # update catch slot -catch(pleProjF) = computeCatch(pleProjF) +catch(stkF) = computeCatch(stkF) # Have we reached the target? ssbTarget -ssb(pleProjF)[,ac(2002:2006)] +ssb(stkF)[,ac(2002:2006)] # At what level of constant F -fbar(pleProjF)[,ac(2002:2006)] +fbar(stkF)[,ac(2002:2006)] # 'ave a butchers -plot(pleProjF[,ac(1957:2006)]) +plot(stkF[,ac(1957:2006)]) plot(albSSB) ``` ```{r24,eval=FALSE} data(ple4) -pleProj=stf(ple4,6) +stk=stf(ple4,6) ## Recover stock to the desired SSB in 2006 with a constant Catch strategy # Here val can be anything in the ctrl because it is overwritten in the optimisation loop -ctrl=fwdControl(data.frame(year=2002:2006,val=c(catch(pleProj)[,"2001"]),quantity="catch")) +ctrl=fwdControl(data.frame(year=2002:2006,val=c(catch(stk)[,"2001"]),quantity="catch")) -xmin=optimize(f, c(100, 100000), tol = 0.0000001, stk=pleProj, ssbTarget=ssbTarget, ctrl=ctrl, sr=list(model="mean",params=mnRec)) +xmin=optimize(f, c(100, 100000), tol = 0.0000001, stk=stk, ssbTarget=ssbTarget, ctrl=ctrl, sr=list(model="mean",params=mnRec)) ctrl=fwdControl(data.frame(year=2002:2006,val=xmin$minimum,quantity="catch")) -pleProjC =fwd(pleProj,ctrl=ctrl,sr=list(model="mean", params=mnRec)) +stkC =fwd(stk,ctrl=ctrl,sr=list(model="mean", params=mnRec)) # Have we reached the target? ssbTarget -ssb(pleProjC)[,ac(2002:2006)] +ssb(stkC)[,ac(2002:2006)] # At what level of constant catch -computeCatch(pleProjC)[,ac(2002:2006)] +computeCatch(stkC)[,ac(2002:2006)] # And at what level of F -fbar(pleProjC)[,ac(2002:2006)] +fbar(stkC)[,ac(2002:2006)] # Update the catch slot -catch(pleProjC) = computeCatch(pleProjC) +catch(stkC) = computeCatch(stkC) -plot(pleProjC[,ac(1957:2006)]) +plot(stkC[,ac(1957:2006)]) ``` ```{r25,eval=FALSE} # Assessment upto and including 2001 data(ple4) -black.bird =stf(pleProj,nyear=2) +black.bird =stf(stk,nyear=2) # set courtship and egg laying in Autumn black.bird@m.spwn[] =0.66 diff --git a/vignettes/FLash.pdf b/vignettes/FLash.pdf index 89f8a6000b00819f8a5f64b09f5c842548e44089..7aaa4c83b0417880a58e9686a888791790aea95f 100644 GIT binary patch delta 98250 zcmZs@1yq|$^FL04ySqz^yF0~Qi)(R;JAp!w;!Y?~TuN~Q#fnp0ibHWJ?(X`h_ulXS zecyY2=j7zsC(rE6?rgF%J2Rh5CZj|5F|c2$OUtryvhkw48k_2wMG@ev#y)}v2tulP z@oMl87U5D|#{hUWaHtt@0G>o_+?pCpXE;a}CI$peNElvL`JKBhd z2?6*a)jgUJd3+X#hOpefCaz-nkekD+*F*L9H|(>05(`oPR^PXf&@HB z6)#c^pfo990wAcyu$KrVjB zk%|yN;Dx_GkW1iSoc|^f{4*&a_y0|Vo3o}>O%oN!&HchT66J6GRaynZLDH?z{-w3J zC}toJ2c-YKAdu(J9Q`lA>Ce`*i~z#quTpF#=vZ`ps5@chM=KlN1U4_kh| z8reQev_HeOVg&0uIxooLJXM-hNhrddLi_ 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zjwtOgRpKo{sAJf>3V%UjNmfAs1MZG+?Fg@^?g2$(Plljnka93YH^;0%y^{b+Owd6? zFkB!J!)&+ed@ZAIP=ijarhsb0DB&{#`X(yXC9~d^kG+nZd_AI{STl}O#WLRsXPi^8 zjedl=k~!VHEyKsUG+ZD)n4EcMq)W(7H1Cm|4fy8({kcDLfW^?DfxjQI@BR99h;WqI zy4idOkt=X%JuivSjK#Nq(PaRDN1;#(gF0LY5<|3TDqau%&gXS|jja!y@ zOZklzfBs6xiwnZ7FOGi>GqV;-w;gSmq%a zc_Y;2jf*HZBj^h=)-oex>Y!nyH4tpd4waQQ#e2#U(c)F$aH3U7u_YRt_oy6atdR%Nv627={6Rx|CH)#oKZAWZzU_d-d+1-Ozz)YL(iP%45B@vg>eO2Gvs^br`)*mW3Hpt!!^@*Tpc zmJqnkq3m_&O~D9t@UB5$eJdN#-hK3SIG4cP(iMP5oJXp&jpMR>)8cKV-o!tC*8Ia-pIC@~WX5XUJ$Pp-JcTHr7&$9goi5&#vS98Jna4$Ob;6z`VS|BT^$48@qmT5(BYQAtHnY8sc3p^34P0hg+(tG^o; E0Oy@FIsgCw From 0986cc0b5ccdf273701c4c51c2b1b3b8a100aaa0 Mon Sep 17 00:00:00 2001 From: laurie Date: Fri, 31 Oct 2014 14:19:26 +0100 Subject: [PATCH 12/27] vignette updated and code checked --- DESCRIPTION | 2 +- NAMESPACE | 4 +- R/fwd.R | 88 ++-- R/fwdControl.R | 11 +- R/setSRs.R | 4 +- vignettes/FLash.R | 976 ++++++++++++-------------------------------- vignettes/FLash.Rmd | 247 +++++------ vignettes/FLash.pdf | Bin 243119 -> 235445 bytes 8 files changed, 470 insertions(+), 862 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index 552cdd2..5c6c657 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -6,6 +6,6 @@ Author: Freddy Mercury Description: Saviour of the universe Depends: R(>= 2.15.0), FLCore(>= 2.5), methods Suggests: knitr -Collate: fwdControl.R harvest.R setSRs.R validityFLSR.R FLCoreVarCon.R fwd.R pseuco.R truncVPA.R +Collate: fwdControl.R harvest.R setSRs.R validityFLSR.R FLCoreVarCon.R fwd.R pseuco.R truncVPA.R hcr.R Maintainer: Prince Baron License: GPL-2 diff --git a/NAMESPACE b/NAMESPACE index 05d3675..4fd690c 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -9,7 +9,9 @@ exportMethods( "fwdControl", "+", "show", - "setSR") + "setSR", + "hcr", + "tac") export( "CheckNor1", "flqCon", diff --git a/R/fwd.R b/R/fwd.R index ef7374b..fc0f5b5 100644 --- a/R/fwd.R +++ b/R/fwd.R @@ -140,41 +140,77 @@ setMethod("fwd", signature(object="FLStock",ctrl="fwdControl"), # # return(res)}) +# source('~/Desktop/flr/git/FLash/R/fwdControl.R') +# source('~/Desktop/flr/git/FLash/R/FLCoreVarCon.R') +# source('~/Desktop/flr/git/FLash/R/validityFLSR.R') +# source('~/Desktop/flr/git/FLash/R/setSRs.R') + setMethod("fwd", signature(object="FLStock", ctrl="missing"), function(object, ctrl, sr =NULL, sr.residuals=FLQuant(1,dimnames=dimnames(rec(object))), sr.residuals.mult=TRUE, availability=NULL,maxF=2.0,...) { args=list(...) - if (class(args[[1]])=="FLQuant"){ - ctrl=args[[1]] - quantity=names(args)[[1]]} - - ctrl.=apply(ctrl,1:5,mean,na.rm=TRUE) - - ctrl.=cbind(quantity=quantity,as.data.frame(ctrl.,drop=T)) - names(ctrl.)[seq(dim(ctrl.)[2])[names(ctrl.)=="data"]]="val" + + fn<-function(ctrl,quantity){ + + ctrl.=apply(ctrl,1:5,mean,na.rm=TRUE) + + dat=as.data.frame(ctrl.,drop=T) + if ("data.frame"%in%is(dat)) + ctrl.=cbind(quantity=quantity,dat) + else + ctrl.=data.frame(quantity=quantity,data=dat,year=dimnames(ctrl.)$year,stringsAsFactors=FALSE) + + names(ctrl.)[seq(dim(ctrl.)[2])[names(ctrl.)=="data"]]="val" + + ctrl.=fwdControl(ctrl.) + dmns=dimnames(ctrl.@trgtArray) + dmns$iter=dimnames(ctrl)$iter + + ctrl.@trgtArray=array(c(ctrl),dim=unlist(lapply(dmns,length)),dimnames=dmns) + ctrl.@trgtArray[,c("min","max"),][]=NA + ctrl. + } - ctrl.=fwdControl(ctrl.) - dmns=dimnames(ctrl.@trgtArray) - dmns$iter=dimnames(ctrl)$iter - - ctrl.@trgtArray=array(c(ctrl),dim=unlist(lapply(dmns,length)),dimnames=dmns) - ctrl.@trgtArray[,c("min","max"),][]=NA + if (class(args[[1]])=="FLQuants"){ + its=laply(args[[1]], function(x) dimnames(x)$iter) + }else{ its=dimnames(args[[1]])$iter} - nits=max(length(dmns$iter), length(dimnames(sr.residuals)$iter)) - + nits=as.numeric(max(its, length(dimnames(sr.residuals)$iter))) + if (nits>1 & dims(object)$iter==1){ - if(dim(stock.n(object))[6]==1) stock.n(object)=propagate(stock.n(object),nits) - if (length(dimnames(sr.residuals)$iter)==1) - sr.residuals=propagate(sr.residuals,nits) - } - - res=fwd(object,ctrl=ctrl., - sr=sr,sr.residuals,sr.residuals.mult=sr.residuals.mult, - availability=availability,maxF=maxF) - - return(res)}) + + if(dim(stock.n(object))[6]==1) + stock.n(object)=propagate(stock.n(object),nits) + + if (length(dimnames(sr.residuals)$iter)==1) + sr.residuals=propagate(sr.residuals,nits) + } + + + if (class(args[[1]])=="FLQuant"){ + ctrl =args[[1]] + quantity=names(args)[[1]] + + ctrl.=fn(ctrl,quantity) + + res=fwd(object,ctrl=ctrl., + sr=sr,sr.residuals =sr.residuals, + sr.residuals.mult=sr.residuals.mult, + availability=availability,maxF=maxF) + + }else if (class(args[[1]])=="FLQuants"){ + + res=FLStocks(llply(args[[1]],function(x) { + ctrl.=fn(x,names(args)[1]) + fwd(object,ctrl=ctrl., + sr=sr,sr.residuals,sr.residuals.mult=sr.residuals.mult, + availability=availability,maxF=maxF) + })) + } + + return(res)}) setMethod("fwd", signature(object="FLStock", ctrl="FLQuants"), function(object, ctrl, diff --git a/R/fwdControl.R b/R/fwdControl.R index a894d1d..bd64b62 100644 --- a/R/fwdControl.R +++ b/R/fwdControl.R @@ -54,12 +54,13 @@ setClass("fwdControl", validity=validFwdControl ) -if (!isGeneric("fwdControl")) { - setGeneric("fwdControl", function(object, ...){ - value <- standardGeneric("fwdControl") - value - })} +# if (!isGeneric("fwdControl")) { +# setGeneric("fwdControl", function(object, ...){ +# value <- standardGeneric("fwdControl") +# value +# })} +setGeneric("fwdControl", function(object, ...) standardGeneric("fwdControl")) setMethod("fwdControl", signature(object="data.frame"), fwdControl.<-function(object,effort=NULL,trgtArray=NULL,effArray=NULL,...){ diff --git a/R/setSRs.R b/R/setSRs.R index ccb9608..c5fd4fd 100644 --- a/R/setSRs.R +++ b/R/setSRs.R @@ -8,9 +8,7 @@ # Will eventually be expanded so that the multiple SRs can be returned. For the moment s a single SR is returned -if(!isGeneric('setSR')) - setGeneric('setSR', function(sr, ...) standardGeneric('setSR')) - +setGeneric('setSR', function(sr, ...) standardGeneric('setSR')) setMethod('setSR', signature(sr='FLSR'), function(sr,object,yrs,sr.residuals=NULL,sr.residuals.mult=TRUE,availability=NULL) { diff --git a/vignettes/FLash.R b/vignettes/FLash.R index dfd77de..d025c9b 100644 --- a/vignettes/FLash.R +++ b/vignettes/FLash.R @@ -4,6 +4,7 @@ library(FLCore) library(FLash) library(FLBRP) library(ggplotFL) +library(plyr) ## ------------------------------------------------------------------------ @@ -15,6 +16,8 @@ data(ple4) sr =as.FLSR(ple4,model="bevholt") sr =fmle(sr,control=list(silent=TRUE)) +plot(sr) + ## ------------------------------------------------------------------------ #### BRPs @@ -24,34 +27,40 @@ eql=brp(eql) plot(eql) - ## ------------------------------------------------------------------------ ggplot(FLQuants(eql,"m","mat","stock.wt","catch.sel"))+ geom_line(aes(age,data))+ facet_wrap(~qname,scale="free_y") +## ----,echo=FALSE--------------------------------------------------------- +stk=ple4 +save(stk,eql,sr,file="/tmp/flash.RData") + + ## ------------------------------------------------------------------------ stk=fwdWindow(ple4,end=2020,eql) -unlist(dims(stk)) ## ------------------------------------------------------------------------ -F0.1=FLQuant(refpts(eql)["f0.1","harvest",drop=T],dimnames=list(year=2009:2020)) +refpts(eql)["msy",c("harvest","yield","rec","ssb")] +benchMarks=refpts(eql)["msy",c("harvest","yield","rec","ssb")] +f0.1 =refpts(eql)["f0.1","harvest",drop=T] ## ------------------------------------------------------------------------ -stk=fwd(stk,f=F0.1,sr=sr) +hvt=FLQuant(f0.1,dimnames=list(year=2009:2020)) +stk=fwd(stk,f=hvt,sr=sr) -plot(FLStocks("Historic"=ple4,"F0.1"=stk)) +plot(stk)+ + geom_vline(aes(xintercept=2009),col="green")+ + geom_hline(aes(yintercept=data),col="red", + data=transform(as.data.frame(benchMarks), + qname=c("Harvest","Catch","Rec","SSB")[quantity])) ## ------------------------------------------------------------------------ -library(plyr) - -dimnames(refpts(eql))$refpt - -refs=refpts(eql)[c("msy","f0.1","fmax","spr.30"),"harvest",drop=T] +refs=refpts(eql)[c("msy","f0.1","fmax"),"harvest",drop=T] targetF=FLQuants(mlply(data.frame(refs), function(refs) @@ -60,40 +69,35 @@ targetF=FLQuants(mlply(data.frame(refs), names(targetF)=names(refs) names(targetF)[]="f" -stks=fwd(stk,targetF,sr=sr) - -plot(stks) +stks=fwd(stk,f=targetF,sr=sr) +plot(FLStocks(llply(stks, function(x) window(x, start=2000)))) ## ------------------------------------------------------------------------ -msyTargets=FLQuants(mlply(seq(0,2,.25), - function(x) - FLQuant(x*refs["msy"],dimnames=list(year=2009:2020)))) +TACs=FLQuants(mlply(seq(0,1,.1), + function(x) + FLQuant(x*c(refpts(eql)["msy","yield"]),dimnames=list(year=2009:2020)))) -names(msyTargets)[]="f" +names(TACs)[]="catch" -stks=fwd(stk,msyTargets,sr=sr) +stks=fwd(stk,TACs,sr=sr) +names(stks)=seq(0,1,.1) plot(stks) -## ------------------------------------------------------------------------ -refpts(eql)["msy"] - -refpts(eql)["msy",c("harvest","yield")] - -msy=FLQuant(c(refpts(eql)["msy","yield"]),dimnames=list(year=2009:2020)) - -stks=fwd(stk,catch=msy,sr=sr) - -plot(stks) - ## ------------------------------------------------------------------------ msys=FLQuants("f" =targetF[[1]], - "catch"=msy) + "catch"=TACs[[ 6]]) stks=fwd(stk,msys,sr=sr) +names(stks)=names(msys) +plot(stks) + +## ------------------------------------------------------------------------ +stks=fwd(stk,f=targetF,sr=sr) +names(stks)=1:2 plot(stks) @@ -106,11 +110,6 @@ stk=fwd(stk,catch=catch,sr=sr) plot(stk) -## ------------------------------------------------------------------------ -stk=fwd(stk,catch=catch,sr=sr,maxF=1) - -plot(stk) - ## ------------------------------------------------------------------------ capacity=FLQuant(1,dimnames=list(year=2009:2020)) @@ -122,6 +121,27 @@ stk=fwd(stk,catch=catch,sr=sr,maxF=maxF) plot(stk) +## ----1------------------------------------------------------------------- +f.landings=function(x) apply((harvest(x)* + landings.n(x)/ + catch.n(x))[ac( range(stk)["minfbar"]:range(stk)["maxfbar"])],2,mean) +f.discards=function(x) apply((harvest(x)* + landings.n(x)/ + catch.n(x))[ac( range(stk)["minfbar"]:range(stk)["maxfbar"])],2,mean) +mnsz =function(x) apply(stock.n(x)*stock.wt(x),2,sum)/ + apply(stock.n(x),2,sum) + +flqs=FLQuants(stk,"ssb", "biomass"=stock, + "landings", "discards", "fbar", + "f.landings", "f.discards","mnsz") + +# effort, costs, revenue, profit, . + +ggplot(flqs)+ + geom_line(aes(year,data))+ + facet_grid(qname~.,scale="free_y") + + ## ------------------------------------------------------------------------ ggplot(FLQuants(eql,"catch.sel","discards.sel","landings.sel"))+ geom_line(aes(age,data,col=qname)) @@ -130,7 +150,6 @@ ggplot(FLQuants(eql,"catch.sel","discards.sel","landings.sel"))+ ## ------------------------------------------------------------------------ catch(stk)<-computeCatch(stk) - ## ------------------------------------------------------------------------ noDiscards=stk discards.n(noDiscards)[,ac(2009:2020)]=0 @@ -140,7 +159,9 @@ catch(noDiscards)<-computeCatch(noDiscards) ## Note adjustment of harvest harvest(noDiscards)[,ac(2009:2020)]=harvest(stk)[,ac(2009:2020)]* landings.n(stk)[,ac(2009:2020)]/catch.n(stk)[,ac(2009:2020)] +harvest(noDiscards)<-computeHarvest(noDiscards) +F0.1=FLQuant(f0.1,dimnames=list(year=2009:2020)) noDiscards=fwd(noDiscards,f=F0.1,sr=sr) stk =fwd(stk, f=F0.1,sr=sr) @@ -163,7 +184,7 @@ plot(srDev) ## ------------------------------------------------------------------------ stk =fwd(stk,f=F0.1,sr=sr,sr.residuals=srDev) - +plot(stk) ## ------------------------------------------------------------------------ ctrl=fwdControl(data.frame(year =2009:2018, @@ -191,10 +212,10 @@ ssb( stk)[,"2010"] ## ------------------------------------------------------------------------ -target <-fwdControl(data.frame(year=c(2009,2009), - val =c( 0.8, NA), - min =c(NA,230000), - quantity=c("f","ssb"))) +target<-fwdControl(data.frame(year=c(2009,2009), + val =c( 0.8, NA), + min =c(NA,230000), + quantity=c("f","ssb"))) stk=fwd(stk,ctrl=target,sr=sr) @@ -211,689 +232,236 @@ fbar(stk)[, "2009"] ssb( stk)[,c("2009","2010")] -## ------------------------------------------------------------------------ -albF1 =fwd(stk,ctrl=target,sr=sr) -plot(albF1) +## ----hcr-fc-------------------------------------------------------------- +msy =refpts(eql)["msy","yield"] +stk =fwdWindow(ple4,end=2020,eql) +#### constant catch with an upper F bound +ctrl=fwdControl(data.frame(year =rep(2009:2020,each=2), + val =rep(c(msy*0.7,NA),12), + max =rep(c(NA,f0.1),12), + quantity=rep(c("catch","f"),12))) +stk=fwd(stk,ctrl=ctrl,sr=sr) -## ------------------------------------------------------------------------ -ctrl =fwdControl(data.frame(year =2009:2020, - val =c(refpts(eql)["f0.1","harvest"])*0.5, - quantity="f")) -stk=fwdWindow(ple4,end=2020,eql) -albF2 =fwd(stk, ctrl=ctrl, sr=sr) +plot(stk[,ac(2005:2020)]) -## ------------------------------------------------------------------------ -ctrl =fwdControl(data.frame(year =2009:2020, - val =c(refpts(eql)["f0.1","harvest"])*2.0, - quantity="f")) -albF3 =fwd(stk, ctrl=ctrl, sr=sr) - - -## ----,eval=FALSE--------------------------------------------------------- -## ## Create an FlStock object -## albF0.1=FLStocks("F0.1"=albF1,"half"=albF2,"double"=albF3) -## plot(albF0.1) -## -## ## Cut the plots -## plot(lapply(albF0.1,window,start=1990)) -## -## ## Compare alternatives -## lapply(lapply(albF0.1,window,start=2009),computeCatch) -## -## #### Total catch -## lapply(lapply(lapply(albF0.1,window,start=2009),computeCatch),sum) -## -## #### Short-term -## unlist(lapply(lapply(lapply(albF0.1,window,start=2009,end=2014),computeCatch),sum)) -## -## #### Medium-term -## unlist(lapply(lapply(lapply(albF0.1,window,start=2017,end=2021),computeCatch),sum)) -## -## #### Long-term -## unlist(lapply(lapply(lapply(albF0.1,window,start=2024,end=2028),computeCatch),sum)) - - -## ----1,eval=FALSE-------------------------------------------------------- -## #### constant catch startegies -## ctch=mean(computeCatch(albNEA)[,ac(2004:2008)]) -## -## albC=FLStocks() -## ctrl=fwdControl(data.frame(year=2009:2028,val=ctch,quantity="catch")) -## albC[["1.0"]] =fwd(stk,ctrl=ctrl,sr=sr) -## -## ctrl =fwdControl(data.frame(year=2009:2028,val=0.5*ctch,quantity="catch")) -## albC[["0.5"]] =fwd(stk,ctrl=ctrl,sr=sr) -## -## ctrl =fwdControl(data.frame(year=2009:2028,val=1.5*ctch,quantity="catch")) -## albC[["1.5"]] =fwd(stk,ctrl=ctrl,sr=sr) -## plot(albC) -## -## #### compare strategies -## plot(FLStocks(albC[[1]],albF0.1[[1]])) - - -## ----2,eval=FALSE-------------------------------------------------------- -## #### constant catch with an upper F bound -## ctrl=fwdControl(data.frame(year =rep(2009:2028,each=20), -## val =rep(c(ctch*1.5,NA),20), -## max =rep(c(NA,F0.1),20), -## quantity=rep(c("catch","f"),20))) -## albFC=fwd(stk,ctrl=ctrl,sr=sr) - - -## ----3,eval=FALSE-------------------------------------------------------- -## #### 5% F reduction -## ctrl=fwdControl(data.frame(year =rep(2009:2028,each=2), -## rel.year=c(t(array(c(2008:2027,rep(NA,20)),c(20,2)))), -## val =rep(c(0.95,NA),20), -## min =rep(c(NA,F0.1*.5),20), -## quantity=rep(c("catch","f"),20))) -## albFC=fwd(stk,ctrl=ctrl,sr=sr) -## plot(albFC) - - -## ----4,eval=FALSE-------------------------------------------------------- -## #### 10% SSB increase -## ctrl=fwdControl(data.frame(year =2009:2028, -## rel.year=2008:2027, -## min =1.10, -## quantity="ssb")) -## albSSB=fwd(stk,ctrl=ctrl,sr=sr) -## plot(albSSB) - - -## ----5,eval=FALSE-------------------------------------------------------- -## hcrF=function(iYr,SSB,Bpa,Blim,Fmin,Fmax){ -## val =pmin(Fmax,Fmax-(Fmax-Fmin)*(Bpa-SSB)/(Bpa-Blim)) -## trgt=fwdTarget(year=iYr+1,quantity="f",valueval) -## -## return(trgt)} - - -## ----6,eval=FALSE-------------------------------------------------------- -## data(ple4) -## -## # Set up the stock for the next 6 years -## pleProj =stf(ple4,6) -## -## # Set a constant recruitment based on the geometric mean of last 10 years -## mnRec = FLPar(exp(mean(log(rec(ple4)[,ac(1992:2001)])))) -## # Set ssb target to level 19 years ago -## ssbTarget = ssb(ple4)[,"1992"] -## -## ## function to minimise -## f = function(x,stk,ssbTarget,ctrl,sr) -## { -## ctrl@target[,"val"] =x -## ctrl@trgtArray[,"val",]=x -## -## ssb.=c(ssb(fwd(stk,ctrl=ctrl,sr=sr))[,"2006"]) -## -## return((ssb.-ssbTarget)^2) -## } -## -## ## Recover stock to BMY in 2006 with a constant F strategy -## ctrl=fwdControl(data.frame(year=2002:2006,val=.5,rel=2001,quantity="f")) -## -## xmin=optimize(f, c(0.1, 1.0), tol = 0.0000001, stk=pleProj, ssbTarget=ssbTarget, ctrl=ctrl, sr=list(model="mean",params=mnRec)) -## ctrl=fwdControl(data.frame(year=2002:2006,val=xmin$minimum,rel=2001,quantity="f")) -## pleProjF =fwd(pleProj,ctrl=ctrl,sr=list(model="mean", params=mnRec)) -## -## # update catch slot -## catch(pleProjF) = computeCatch(pleProjF) -## -## # Have we reached the target? -## ssbTarget -## ssb(pleProjF)[,ac(2002:2006)] -## # At what level of constant F -## fbar(pleProjF)[,ac(2002:2006)] -## # 'ave a butchers -## plot(pleProjF[,ac(1957:2006)]) -## -## plot(albSSB) - - -## ----7,eval=FALSE-------------------------------------------------------- -## -## data(ple4) -## pleProj=stf(ple4,6) -## -## ## Recover stock to the desired SSB in 2006 with a constant Catch strategy -## # Here val can be anything in the ctrl because it is overwritten in the optimisation loop -## ctrl=fwdControl(data.frame(year=2002:2006,val=c(catch(pleProj)[,"2001"]),quantity="catch")) -## -## xmin=optimize(f, c(100, 100000), tol = 0.0000001, stk=pleProj, ssbTarget=ssbTarget, ctrl=ctrl, sr=list(model="mean",params=mnRec)) -## ctrl=fwdControl(data.frame(year=2002:2006,val=xmin$minimum,quantity="catch")) -## pleProjC =fwd(pleProj,ctrl=ctrl,sr=list(model="mean", params=mnRec)) -## -## # Have we reached the target? -## ssbTarget -## ssb(pleProjC)[,ac(2002:2006)] -## # At what level of constant catch -## computeCatch(pleProjC)[,ac(2002:2006)] -## # And at what level of F -## fbar(pleProjC)[,ac(2002:2006)] -## # Update the catch slot -## catch(pleProjC) = computeCatch(pleProjC) -## # 'ave a butchers -## plot(pleProjC[,ac(1957:2006)]) +## ----hcr-F-TACconstraint------------------------------------------------- +ctrl=fwdControl(data.frame(year =rep(2009:2020,each=2), + rel.year=c(t(array(c(rep(NA,12),2008:2019),c(12,2)))), + val =rep(c(f0.1,NA),12), + min =rep(c(NA,0.85),12), + quantity=rep(c("f","catch"),12))) +stk=fwd(stk,ctrl=ctrl,sr=sr) + +plot(stk[,ac(2005:2020)]) + + +## ----hcr-10ssb----------------------------------------------------------- +ctrl=fwdControl(data.frame(year =rep(2009:2020,each=2), + rel.year=c(t(array(c(rep(NA,12),2008:2019),c(12,2)))), + max =rep(c(f0.1,NA),12), + val =rep(c(NA,1.1),12), + quantity=rep(c("f","ssb"),12))) +stk=fwd(stk,ctrl=ctrl,sr=sr) + +plot(stk[,ac(2005:2019)]) + + +## ----hcr-func------------------------------------------------------------ +hcrF=function(iYr,SSB,Bpa,Blim,Fmin,Fmax){ + val =pmin(Fmax,Fmax-(Fmax-Fmin)*(Bpa-SSB)/(Bpa-Blim)) + trgt=fwdTarget(year=iYr+1,quantity="f",valueval) + + return(trgt)} + +# for (iYr in 2009:2020){ +# +# ctrl@trgtArray[2,"val", ]<-c(hcr(apply(ssb(MP[,ac(iYr)]),6,mean),MPbrp@refpts["f0.1",,],Ftar,Btrig,Fmin,Blim)) +# +# OM <-fwd(OM,ctrl=ctrl,sr=list(model="bevholt",params=srPar),sr.residuals=srRsdl) +# +# } + + +## ----6------------------------------------------------------------------- +ssbTarget = mean(ssb(stk)[,ac(1970:1989)]) + +## function to minimise +f<-function(x,stk,ssbTarget,ctrl,sr){ + + # set target F for all years + ctrl@target[, "val"] =x + ctrl@trgtArray[,"val",]=x + + # project + stk=fwd(stk,ctrl=ctrl,sr=sr) + + # Squared Difference + return((ssb(stk)[,ac(range(stk)["maxyear"])]-ssbTarget)^2)} + +## control object +ctrl=fwdControl(data.frame(year=2009:2020,val=.5,rel=2008,quantity="f")) + +xmin=optimize(f, c(0.1, 1.0), tol = 0.0000001, stk=stk, ssbTarget=ssbTarget, + ctrl=ctrl, sr=eql) +ctrl=fwdControl(data.frame(year=2009:2020,val=xmin$minimum,rel=2008,quantity="f")) + +stk =fwd(stk,ctrl=ctrl,sr=eql) + +# update catch slot +catch(stk) = computeCatch(stk) + +# Have we reached the target? +ssbTarget +ssb(stk) +# At what level of constant F +fbar(stk) + +plot(stk)+ + geom_hline(aes(yintercept=data),data=data.frame(data=ssbTarget,qname="SSB"),col="red") + + +## ----7------------------------------------------------------------------- +ctrl=fwdControl(data.frame(year=2009:2020,val=c(catch(stk)[,"2001"]),quantity="catch")) + +xmin=optimize(f, c(100, 100000), tol = 0.0000001, stk=stk, + ssbTarget=ssbTarget, ctrl=ctrl, sr=sr) +ctrl=fwdControl(data.frame(year=2009:2020,val=xmin$minimum,quantity="catch")) +stkC =fwd(stk,ctrl=ctrl,sr=sr) + +# Have we reached the target? +ssbTarget +ssb(stkC)[,ac(2002:2020)] +# At what level of constant catch +computeCatch(stkC)[,ac(2002:2020)] +# And at what level of F +fbar(stkC)[,ac(2002:2006)] +# Update the catch slot +catch(stkC) = computeCatch(stkC) +# 'ave a butchers +plot(stkC[,ac(1957:2006)]) ## ----8,eval=FALSE-------------------------------------------------------- -## # Assessment up to and including 2001 -## data(ple4) -## black.bird =stf(pleProj,nyrs=2) -## -## # set courtship and egg laying in Autumn -## black.bird@m.spwn[] =0.66 -## black.bird@harvest.spwn[]=0.66 -## -## # assessment is in year 2002, set catch constraint in 2002 and a first guess for F in 2003 -## ctrl =fwdControl(data.frame(year=2002:2003,val=c(85000,.5),quantity=c("catch","f"))) -## black.bird =fwd(black.bird, ctrl=ctrl, sr=list(model="mean", params=FLPar(25000))) -## -## # HCR specifies F=0.1 if ssb<100000, F=0.5 if ssb>300000 -## # otherwise linear increase as SSB increases -## min.ssb=100000 -## max.ssb=300000 -## min.f =0.1 -## max.f =0.5 -## -## # slope of HCR -## a. =(max.f-min.f)/(max.ssb-min.ssb) -## b. =min.f-a.*min.ssb -## -## # plot of HCR -## plot(c(0.0,min.ssb,max.ssb,max.ssb*2),c(min.f,min.f,max.f,max.f),type="l",ylim=c(0,max.f*1.25),xlim=c(0,max.ssb*2)) -## -## ## find F through iteration -## t. =999 -## i =0 -## while (abs(ctrl@target[2,"val"]-t.)>10e-6 & i<50) -## { -## t.=ctrl@target[2,"val"] ## save last val of F -## -## # calculate new F based on SSB last iter -## ctrl@target[2,"val"] =a.*c(ssb(black.bird)[,"2003"])+b. -## ctrl@trgtArray[2,"val",]=a.*c(ssb(black.bird)[,"2003"])+b. -## black.bird=fwd(black.bird, ctrl=ctrl, sr=list(model="mean", params=FLPar(25000))) -## -## # 'av a gander -## points(c(ssb(black.bird)[,"2003"]),c(ctrl@target[2,"val"]),cex=1.25,pch=19,col=i) -## print(c(ssb(black.bird)[,"2003"])) -## print(c(ctrl@target[2,"val"])) -## i=i+1 -## } -## -## # F bounds -## black.bird =fwd(black.bird, ctrl=ctrl, sr=list(model="mean",params=FLPar(25000))) -## plot(FLStocks(black.bird)) +# Assessment up to and including 2001 + +# set courtship and egg laying in Autumn +stk@m.spwn[] =0.66 +stk@harvest.spwn[]=0.66 + +# assessment is in year 2002, set catch constraint in 2002 and a first guess for F in 2003 +ctrl =fwdControl(data.frame(year=2002:2003,val=c(85000,.5),quantity=c("catch","f"))) +stk =fwd(stk, ctrl=ctrl, sr=list(model="mean", params=FLPar(25000))) + +# HCR specifies F=0.1 if ssb<100000, F=0.5 if ssb>300000 +# otherwise linear increase as SSB increases +min.ssb=100000 +max.ssb=300000 +min.f =0.1 +max.f =0.5 + +# slope of HCR +a. =(max.f-min.f)/(max.ssb-min.ssb) +b. =min.f-a.*min.ssb + +# plot of HCR +plot(c(0.0,min.ssb,max.ssb,max.ssb*2),c(min.f,min.f,max.f,max.f),type="l",ylim=c(0,max.f*1.25),xlim=c(0,max.ssb*2)) + +## find F through iteration +t. =999 +i =0 +while (abs(ctrl@target[2,"val"]-t.)>10e-6 & i<50) + { + t.=ctrl@target[2,"val"] ## save last val of F + + # calculate new F based on SSB last iter + ctrl@target[2,"val"] =a.*c(ssb(stk)[,"2003"])+b. + ctrl@trgtArray[2,"val",]=a.*c(ssb(stk)[,"2003"])+b. + stk=fwd(stk, ctrl=ctrl, sr=list(model="mean", params=FLPar(25000))) + + # 'av a gander + points(c(ssb(stk)[,"2003"]),c(ctrl@target[2,"val"]),cex=1.25,pch=19,col=i) + print(c(ssb(stk)[,"2003"])) + print(c(ctrl@target[2,"val"])) + i=i+1 + } + +# F bounds +stk =fwd(stk, ctrl=ctrl, sr=list(model="mean",params=FLPar(25000))) +plot(FLStocks(stk)) ## ----9,eval=FALSE-------------------------------------------------------- -## #### Create a random variable for M -## albM =stk -## m(albM)=propagate(m(albM),100) -## -## mDev=rlnorm(prod(dim(m(albM))),0,0.3) -## mean(mDev) -## var(mDev)^.5 -## -## m(albM)=m(albM)*FLQuant(mDev,dimnames=dimnames(m(albM))) -## plot(m(albM)) -## -## harvest(albM)=computeHarvest(albM) -## catch( albM)=computeCatch( albM,"all") -## -## plot(FLStocks(albM,stk28)) -## -## ctrl=fwdControl(data.frame(year=2009:2028,val=ctch,quantity="catch")) -## albM =fwd(albM,ctrl=ctrl,sr=sr) -## -## plot(albM) +#### Create a random variable for M +stkM =ple4 +ctch=c(catch(stkM)[,ac(2000:2008)]) +m(stkM)=propagate(m(stkM),100) + +mDev=rlnorm(prod(dim(m(stkM))),0,0.3) +mean(mDev) +var(mDev)^.5 + +m(stkM)=m(stkM)*FLQuant(mDev,dimnames=dimnames(m(stkM))) +plot(m(stkM)) + +harvest(stkM)=computeHarvest(stkM) +catch( stkM)=computeCatch( stkM,"all") +ctch=c(catch(stkM)[,ac(2000:2008)]) + +ctrl=fwdControl(data.frame(year=2000:2008,val=ctch,quantity="catch")) +stkM=fwd(stkM,ctrl=ctrl,sr=sr) + +plot(stkM) ## ----10,eval=FALSE------------------------------------------------------- -## #### Create a random variable for M -## albM1 =albM -## m(albM1)[1:3,] =m(albM)[1:3,]*2 -## -## harvest(albM1)=computeHarvest(albM1) -## catch( albM1)=computeCatch( albM1,"all") -## albM1 =fwd(albM1,ctrl=ctrl,sr=sr) -## -## albM2 =albM -## m(albM2)[,ac(2000:2028)]=m(albM)[,ac(2000:2028)]*2 -## -## harvest(albM2)=computeHarvest(albM2) -## catch( albM2)=computeCatch( albM2,"all") -## albM2 =fwd(albM2,ctrl=ctrl,sr=sr) -## -## plot(FLStocks(albM,albM1,albM2)) +#### Create a random variable for M +stkM1 =stkM +m(stkM1)[1:3,] =m(stkM)[1:3,]*2 + +harvest(stkM1)=computeHarvest(stkM1) +catch( stkM1)=computeCatch( stkM1,"all") +stkM1 =fwd(stkM1,ctrl=ctrl,sr=sr) + +stkM2 =stkM +m(stkM2)[,ac(2000:2008)]=m(stkM)[,ac(2000:2008)]*2 + +harvest(stkM2)=computeHarvest(stkM2) +catch( stkM2)=computeCatch( stkM2,"all") +stkM2 =fwd(stkM2,ctrl=ctrl,sr=sr) + +#bug +plot(FLStocks("1"=stkM,"2"=stkM1,"3"=stkM2)) ## ----11,eval=FALSE------------------------------------------------------- -## #### process error in recruitment -## srDev=FLQuant(rlnorm(20*100,0.0,0.3),dimnames=list(year=2008:2028,iter=1:100)) -## sr=fwd(albM,ctrl=ctrl,sr=sr,sr.residuals=srDev) -## plot(sr) +#### process error in recruitment +srDev=FLQuant(rlnorm(20*100,0.0,0.3),dimnames=list(year=2000:2008,iter=1:100)) +stkRec=fwd(stkM,ctrl=ctrl,sr=sr,sr.residuals=srDev) +plot(stkRec) ## ----12,eval=FALSE------------------------------------------------------- -## #### SRR regime shifts -## albSV =as.FLSR(albNEA) -## model(sr)=bevholtSV() -## albSV =fmle(albSV,fixed=list(spr0(albNEA))) -## albSV1=fmle(albSV,fixed=list(spr0=spr0(albNEA),s=0.75)) -## albSV2=fmle(albSV,fixed=list(spr0=spr0(albNEA),v=0.75*params(albSV)["v"])) -## -## #### Prior for steepness -## albSV3=fmle(albSV,fixed=list(s=qnorm(seq(0.01,0.99,length.out=101),.75,.1))) -## albSV3=fwd(albSV3,ctrl=ctrl,sr=sr,sr.residuals=srDev) -## -## plot(albSV1,albSV2,albSV3) +#### SRR regime shifts +sr =as.FLSR(stk) +model(sr)=bevholtSV() + +sr =fmle(sr,fixed=list(spr0=c(spr0(eql)))) +sr1=ab(fmle(sr,fixed=list(spr0=c(spr0(stk)),s=0.75))) +sr2=ab(fmle(sr,fixed=list(spr0=c(spr0(stk)),v=0.75*params(sr)["v"]))) + +srDev=rlnorm(100,FLQuant(0,dimnames=list(year=2009:2020)),0.3) +plot(FLStocks("1"=fwd(stk,f=F0.1,sr=sr1,sr.residuals=srDev), + "2"=fwd(stk,f=F0.1,sr=sr2,sr.residuals=srDev))) + -## ----13,eval=FALSE------------------------------------------------------- -## #### SRR regime shifts -## albBRP=brp(FLBRP(albM)) -## refpts(albBRP) -## -## albSV3=fmle(albSV,fixed=list(s=qnorm(seq(0.01,0.99,length.out=101),.75,.1))) -## albSV3=fwd(albSV3,ctrl=ctrl,sr=sr,sr.residuals=srDev) -## -## plot(albSV1,albSV2,albSV3) - - -## ----14,eval=FALSE------------------------------------------------------- -## # F bounds -## black.bird =fwd(black.bird, ctrl=ctrl, sr=list(model="mean",params=FLPar(25000))) -## plot(FLStocks(black.bird)) - - -## ----15,eval=FALSE------------------------------------------------------- -## library(FLash) -## library(FLAssess) -## -## #### Set up a short term forecast for an FLStock object by adding extra years -## ## The default forecast is 3 years, -## alb3=stf(alb) -## -## ## Check what?s happened -## summary(alb) -## summary(alb3) -## -## ## by default future F is the mean of last 3 years -## mean(fbar(alb)[,ac(2007-(0:2))]) -## fbar(alb3)[,ac(2007+(1:3))] -## -## ## by default future F is the mean of last 3 years -## mean(fbar(alb)[,ac(2007-(0:2))]) -## fbar(alb3)[,ac(2007+(1:3))] - - -## ----16,eval=FALSE------------------------------------------------------- -## ## Constant F Projection for a 20 year projection -## stk=stf(alb,nyear=20) -## -## #### SRR -## sr =as.FLSR(alb) -## model(sr)=bevholt() -## sr =fmle(sr) -## -## #### BRPs -## albBRP=FLBRP(alb,sr=sr) -## computeRefpts(albBRP) -## -## -## albBRP=brp(albBRP) -## -## -## # Use F0.1 as fishing mortality target -## F0.1=refpts(albBRP)["f0.1","harvest",drop=T] -## #### bug -## ctrl =fwdControl(data.frame( -## year =2008:2027, -## val =F0.1, -## quantity="f")) -## -## albF1 =fwd(stk,ctrl=ctrl,sr=sr) -## -## plot(albF1) -## ctrl =fwdControl(data.frame( -## year =2008:2027, -## val =F0.1*0.5, -## quantity="f")) -## albF2 =fwd(stk, ctrl=ctrl, sr=sr) -## -## ctrl =fwdControl(data.frame( -## year =2008:2027, -## val =F0.1*2.0, -## quantity="f")) -## albF3 =fwd(stk, ctrl=ctrl, sr=sr) -## -## -## ## Create an FlStock object -## albF0.1=FLStocks("F0.1"=albF1,"half"=albF2,"double"=albF3) -## plot(albF0.1) -## -## ## Cut the plots -## plot(lapply(albF0.1,window,start=1990)) -## -## ## Compare alternatives -## lapply(lapply(albF0.1,window,start=2008),computeCatch) -## -## #### Total catch -## lapply(lapply(lapply(albF0.1,window,start=2008),computeCatch),sum) -## -## #### Short-term -## unlist(lapply(lapply(lapply(albF0.1,window,start=2008,end=2013),computeCatch),sum)) -## #### Medium-term -## unlist(lapply(lapply(lapply(albF0.1,window,start=2016,end=2020),computeCatch),sum)) -## #### Long-term -## unlist(lapply(lapply(lapply(albF0.1,window,start=2023,end=2027),computeCatch),sum)) -## - - -## ----17,eval=FALSE------------------------------------------------------- -## #### constant catch startegies -## ctch=mean(computeCatch(alb)[,ac(2003:2007)]) -## -## albC=FLStocks() -## ctrl=fwdControl(data.frame(year=2008:2027,val=ctch,quantity="catch")) -## albC[["1.0"]] =fwd(stk,ctrl=ctrl,sr=sr) -## -## ctrl =fwdControl(data.frame(year=2008:2027,val=0.5*ctch,quantity="catch")) -## albC[["0.5"]] =fwd(stk,ctrl=ctrl,sr=sr) -## -## ctrl =fwdControl(data.frame(year=2008:2027,val=1.5*ctch,quantity="catch")) -## albC[["1.5"]] =fwd(stk,ctrl=ctrl,sr=sr) -## plot(albC) -## -## #### compare startegies -## plot(FLStocks(albC[[1]],albF0.1[[1]])) -## - - -## ----18,eval=FALSE------------------------------------------------------- -## #### constant catch with an upper F bound -## ctrl=fwdControl(data.frame(year =rep(2008:2027,each=20), -## val =rep(c(ctch*1.5,NA),20), -## max =rep(c(NA,F0.1),20), -## quantity=rep(c("catch","f"),20))) -## albFC=fwd(stk,ctrl=ctrl,sr=sr) -## plot(albFC) - - -## ----19,eval=FALSE------------------------------------------------------- -## #### 5% F reduction -## ctrl=fwdControl(data.frame(year =rep(2008:2027,each=2), -## rel.year=c(t(array(c(2007:2026,rep(NA,20)),c(20,2)))), -## val =rep(c(0.95,NA),20), -## min =rep(c(NA,F0.1*.5),20), -## quantity=rep(c("catch","f"),20))) -## albFC=fwd(stk,ctrl=ctrl,sr=sr) -## plot(albFC) - - -## ----20,eval=FALSE------------------------------------------------------- -## #### 10% SSB increase -## ctrl=fwdControl(data.frame(year =2008:2027, -## rel.year=2007:2026, -## min =1.10, -## quantity="ssb")) -## albSSB=fwd(stk,ctrl=ctrl,sr=sr) -## plot(albSSB) - - -## ----21,eval=FALSE------------------------------------------------------- -## hcrF=function(iYr,SSB,Bpa,Blim,Fmin,Fmax){ -## val =pmin(Fmax,Fmax-(Fmax-Fmin)*(Bpa-SSB)/(Bpa-Blim)) -## trgt=fwdTarget(year=iYr+1,quantity="f",valueval) -## -## return(trgt)} - - -## ----22,eval=FALSE------------------------------------------------------- -## ## Ogives -## dnormal=function(x,a,sL,sR){ -## pow=function(a,b) a^b -## -## func=function(x,a,sL,sR){ -## if (x < a) return(pow(2.0,-((x-a)/sL*(x-a)/sL))) -## else return(pow(2.0,-((x-a)/sR*(x-a)/sR)))} -## -## sapply(x,func,a,sL,sR)} -## -## logistic=function(x,a50,ato95){ -## pow=function(a,b) a^b -## -## func=function(x,a50,ato95){ -## if ((a50-x)/ato95 > 5) return(0) -## if ((a50-x)/ato95 < -5) return(1) -## -## return(1.0/(1.0+pow(19.0,(a50-x)/ato95)))} -## -## sapply(x,func,a50,ato95)} -## -## prices =data.frame(rbind(cbind(Age=1:10,Price=dnormal( 1:10,3,10,20),Type="Peaking"), -## cbind(age=1:10,Price=logistic(1:10,2,3), Type="Increasing"))) -## prices$Age=as.numeric(ac(prices$Age)) -## -## p = ggplot(prices,aes(x=Age, y=Price, group=Type)) -## p = p + geom_line(aes(colour=Type)) -## p -## -## refIPrice=brp(FLBRP(alb,fbar=seq(0,1,length.out=101))) -## refPPrice=refIPrice -## -## price(refIPrice)=logistic(1:15,4,3) -## price(refPPrice)=dnormal( 1:15,5,1,5) -## -## refIPrice=brp(refIPrice) -## refPPrice=brp(refPPrice) -## -## breakEven=refIPrice -## #### bug why not no recycling -## refpts(breakEven)=refpts(as.numeric(c(refpts(refIPrice)["fmax","revenue"]*2,rep(NA,7))),refpt=c("breakEven")) -## computeRefpts(breakEven)[,"revenue"] -## -## vcost(refIPrice)=c(computeRefpts(breakEven)[,"revenue"]*0.20) -## fcost(refIPrice)=vcost(refIPrice)*4.0 -## -## vcost(refPPrice)=vcost(refIPrice) -## fcost(refPPrice)=fcost(refIPrice) -## -## refIPrice=brp(refIPrice) -## refPPrice=brp(refPPrice) -## -## price(refIPrice)=price(refIPrice)/c(refpts(refIPrice)["mey","profit"]) -## price(refPPrice)=price(refPPrice)/c(refpts(refPPrice)["mey","profit"]) -## -## refIPrice=brp(refIPrice) -## refPPrice=brp(refPPrice) -## -## plot(refPPrice) -## plot(refIPrice) - - -## ----23,eval=FALSE------------------------------------------------------- -## data(ple4) -## -## # Set up the stock for the next 6 years -## pleProj =stf(ple4,6) -## -## # Set a constant recruitment based on the geometric mean of last 10 years -## mnRec = FLPar(exp(mean(log(rec(ple4)[,ac(1992:2001)])))) -## # Set ssb target to level 19 years ago -## ssbTarget = ssb(ple4)[,"1992"] -## -## ## function to minimise -## f = function(x,stk,ssbTarget,ctrl,sr) -## { -## ctrl@target[,"val"] =x -## ctrl@trgtArray[,"val",]=x -## -## ssb.=c(ssb(fwd(stk,ctrl=ctrl,sr=sr))[,"2006"]) -## -## return((ssb.-ssbTarget)^2) -## } -## -## ## Recover stock to BMY in 2006 with a constant F strategy -## ctrl=fwdControl(data.frame(year=2002:2006,val=.5,rel=2001,quantity="f")) -## -## xmin=optimize(f, c(0.1, 1.0), tol = 0.0000001, stk=pleProj, ssbTarget=ssbTarget, ctrl=ctrl, sr=list(model="mean",params=mnRec)) -## ctrl=fwdControl(data.frame(year=2002:2006,val=xmin$minimum,rel=2001,quantity="f")) -## pleProjF =fwd(pleProj,ctrl=ctrl,sr=list(model="mean", params=mnRec)) -## -## # update catch slot -## catch(pleProjF) = computeCatch(pleProjF) -## -## # Have we reached the target? -## ssbTarget -## ssb(pleProjF)[,ac(2002:2006)] -## # At what level of constant F -## fbar(pleProjF)[,ac(2002:2006)] -## # 'ave a butchers -## plot(pleProjF[,ac(1957:2006)]) -## -## plot(albSSB) - - -## ----24,eval=FALSE------------------------------------------------------- -## data(ple4) -## pleProj=stf(ple4,6) -## -## ## Recover stock to the desired SSB in 2006 with a constant Catch strategy -## # Here val can be anything in the ctrl because it is overwritten in the optimisation loop -## ctrl=fwdControl(data.frame(year=2002:2006,val=c(catch(pleProj)[,"2001"]),quantity="catch")) -## -## xmin=optimize(f, c(100, 100000), tol = 0.0000001, stk=pleProj, ssbTarget=ssbTarget, ctrl=ctrl, sr=list(model="mean",params=mnRec)) -## ctrl=fwdControl(data.frame(year=2002:2006,val=xmin$minimum,quantity="catch")) -## pleProjC =fwd(pleProj,ctrl=ctrl,sr=list(model="mean", params=mnRec)) -## -## # Have we reached the target? -## ssbTarget -## ssb(pleProjC)[,ac(2002:2006)] -## # At what level of constant catch -## computeCatch(pleProjC)[,ac(2002:2006)] -## # And at what level of F -## fbar(pleProjC)[,ac(2002:2006)] -## # Update the catch slot -## catch(pleProjC) = computeCatch(pleProjC) -## -## plot(pleProjC[,ac(1957:2006)]) - - -## ----25,eval=FALSE------------------------------------------------------- -## # Assessment upto and including 2001 -## data(ple4) -## black.bird =stf(pleProj,nyear=2) -## -## # set courtship and egg laying in Autumn -## black.bird@m.spwn[] =0.66 -## black.bird@harvest.spwn[]=0.66 -## -## # assessment is in year 2002, set catch constraint in 2002 and a first guess for F in 2003 -## ctrl =fwdControl(data.frame(year=2002:2003,val=c(85000,.5),quantity=c("catch","f"))) -## black.bird =fwd(black.bird, ctrl=ctrl, sr=list(model="mean", params=FLPar(25000))) -## -## # HCR specifies F=0.1 if ssb<100000, F=0.5 if ssb>300000 -## # otherwise linear increase as SSB increases -## min.ssb=100000 -## max.ssb=300000 -## min.f =0.1 -## max.f =0.5 -## -## # slope of HCR -## a. =(max.f-min.f)/(max.ssb-min.ssb) -## b. =min.f-a.*min.ssb -## -## # plot of HCR -## plot(c(0.0,min.ssb,max.ssb,max.ssb*2),c(min.f,min.f,max.f,max.f),type="l",ylim=c(0,max.f*1.25),xlim=c(0,max.ssb*2)) -## -## ## find F through iteration -## t. =999 -## i =0 -## while (abs(ctrl@target[2,"val"]-t.)>10e-6 & i<50) -## { -## t.=ctrl@target[2,"val"] ## save last val of F -## -## # calculate new F based on SSB last iter -## ctrl@target[2,"val"] =a.*c(ssb(black.bird)[,"2003"])+b. -## ctrl@trgtArray[2,"val",]=a.*c(ssb(black.bird)[,"2003"])+b. -## black.bird=fwd(black.bird, ctrl=ctrl, sr=list(model="mean", params=FLPar(25000))) -## -## # 'av a gander -## points(c(ssb(black.bird)[,"2003"]),c(ctrl@target[2,"val"]),cex=1.25,pch=19,col=i) -## print(c(ssb(black.bird)[,"2003"])) -## print(c(ctrl@target[2,"val"])) -## i=i+1 -## } -## -## # F bounds -## black.bird =fwd(black.bird, ctrl=ctrl, sr=list(model="mean",params=FLPar(25000))) -## plot(FLStocks(black.bird)) - - -## ----26,eval=FALSE------------------------------------------------------- -## #### Create a random variable for M -## albM =albF1 -## m(albM)=propagate(m(albM),100) -## -## mDev=rlnorm(prod(dim(m(albM))),0,0.3) -## mean(mDev) -## var(mDev)^.5 -## -## m(albM)=m(albM)*FLQuant(mDev,dimnames=dimnames(m(albM))) -## plot(m(albM)) -## -## harvest(albM)=computeHarvest(albM) -## catch( albM)=computeCatch( albM,"all") -## -## ctrl=fwdControl(data.frame(year=2008:2027, val=c(fbar(albF1)[,ac(2008:2027)]),quantity="f")) -## albM=fwd(albM,ctrl=ctrl,sr=sr) -## -## plot(FLStocks(albM,albF1)) - - -## ----27,eval=FALSE------------------------------------------------------- -## #### Create a random variable for M -## albM1 =albM -## m(albM1)[1:3,] =m(albM)[1:3,]*2 -## -## harvest(albM1)=computeHarvest(albM1) -## catch( albM1)=computeCatch( albM1,"all") -## albM1 =fwd(albM1,ctrl=ctrl,sr=sr) -## -## albM2 =albM -## m(albM2)[,ac(2000:2027)]=m(albM)[,ac(2000:2027)]*2 -## -## harvest(albM2)=computeHarvest(albM2) -## catch( albM2)=computeCatch( albM2,"all") -## albM2 =fwd(albM2,ctrl=ctrl,sr=sr) -## -## plot(FLStocks(albM,albM1,albM2)) - - -## ----28,eval=FALSE------------------------------------------------------- -## #### process error in recruitment -## srDev=FLQuant(rlnorm(20*100,0.0,0.3),dimnames=list(year=2008:2027,iter=1:100)) -## sr=fwd(albM,ctrl=ctrl,sr=sr,sr.residuals=srDev) -## plot(sr) - - -## ----29,eval=FALSE------------------------------------------------------- -## sr =as.FLSR(alb,model="bevholtSV") -## sr1=fmle(sr,fixed=list(spr0=spr0(alb))) -## -## #### SRR regime shifts -## sr2=fmle(sr,fixed=list(spr0=spr0(alb),v=0.75*params(sr)["v"])) -## -## alb2=fwd( sr3,ctrl=ctrl,sr=sr2,sr.residuals=srDev) -## -## plot(FLStocks(sr,sr2)) +## ----13,eval=FALSE------------------------------------------------------- +#### HCR + +stk=window(stk,end=2009) +hvt=hcr(stk,refpts(eql)["msy"]) +tac(stk,eql,hvt[[1]]) diff --git a/vignettes/FLash.Rmd b/vignettes/FLash.Rmd index db0cbf4..eb0c1cc 100644 --- a/vignettes/FLash.Rmd +++ b/vignettes/FLash.Rmd @@ -20,7 +20,8 @@ Simulating the evolution of a stock or population (i.e. a projection) may be req fwd takes objects descibing historical stock status and assumptions about future dynamics(e.g. growth, maturity, natural mortality and recruitment dynamics), then performs a projection for future options e.g. for catches, fishing mortality. -# Introduction +## Libraries + ```{r} library(FLCore) library(FLash) @@ -28,16 +29,18 @@ library(FLBRP) library(ggplotFL) ``` - -fwd is used to make future projections, e.g. to evaluate different management options such as Total Allowable Catches (TACs) once a stock assessment has been conducted or for simulating a Harvest Control Rule (HCR) as part of a Management Strategy Evaluation (MSE). - -In this examples we use the ple4 FLSock object +In the following examples we use the ple4 FLSock object ```{r} data(ple4) ``` -## The future +# Methods +The main method is fwd which is used to make future projections, e.g. to evaluate different management options such as Total Allowable Catches (TACs) once a stock assessment has been conducted or for simulating a Harvest Control Rule (HCR) as part of a Management Strategy Evaluation (MSE). + +fwdWindow sets up future dynamics of the FLStock object and fwdControl that sets up the target options in the projections. fwdControl is very flexible but can be tricky to set up so there are a variety of methods for standard tasks, e.g. simulating a Harvest Control Rule (HCR) or running projections for F, catch and biomass target. + +# fwdWindow To perform a projection requires assumptions about future processes such as growth and recruitment and the effect of management on selectivity. Recruit is based on a stock recruitment relationship, which can be fitted to the historic time series @@ -64,21 +67,21 @@ stk=ple4 save(stk,eql,sr,file="/tmp/flash.RData") ``` -Expected parameters in the future +Future stock parameters ```{r} ggplot(FLQuants(eql,"m","mat","stock.wt","catch.sel"))+ geom_line(aes(age,data))+ facet_wrap(~qname,scale="free_y") ``` -Setting up the projection years can then be done by extending an FLStock uisng fwdWindow and passing the FLBRP object +Setting up the projection years is then be done by extending an FLStock using fwdWindow by passing an FLBRP object. In this way projections and equilibrium dynamics and reference points are consistent. + ```{r} stk=fwdWindow(ple4,end=2020,eql) unlist(dims(stk)) ``` - -## Projections +# Projecting We first show how simple projections (e.g. for F and catch) can be performed. Later we show how a variety of HCRs can be simulated. @@ -88,13 +91,14 @@ Simulate fishing at $F_{0.1}$, first create an FLQuant with the target Fs F0.1=FLQuant(refpts(eql)["f0.1","harvest",drop=T],dimnames=list(year=2009:2020)) ``` -Then project forward, note that sr is also required +Then project forward, note that sr is also required and that recruitment is determininistic. ```{r} stk=fwd(stk,f=F0.1,sr=sr) plot(FLStocks("Historic"=ple4,"F0.1"=stk)) ``` + It is possible to project for different Fs i.e. alternative reference points ```{r} library(plyr) @@ -143,7 +147,7 @@ plot(stks) Compare F and Catch projections, e.g. for $MSY$ and $F_{MSY}$ ```{r} -msys=FLQuants("f" =targetF[[1]], +msys=FLQuants("f" =targetF[[2]], "catch"=msy) stks=fwd(stk,msys,sr=sr) @@ -159,13 +163,8 @@ stk=fwd(stk,catch=catch,sr=sr) plot(stk) ``` -i.e. maxF, this allows an upper limit to be set on F -```{r} -stk=fwd(stk,catch=catch,sr=sr,maxF=1) - -plot(stk) -``` +i.e. maxF, this allows an upper limit to be set on F This can also be used to model capacity ```{r} @@ -178,7 +177,7 @@ stk=fwd(stk,catch=catch,sr=sr,maxF=maxF) plot(stk) ``` -Other quantities can be considered in projections as well as catch and F, i.e. ssb, biomass, landings, discards, f, f.catch, f.landings, f.discards, effort, costs, revenue, profit, mnsz. +A variety of quantities can be considered in projections as well as catch and F, i.e. ssb, biomass, landings, discards, f, f.catch, f.landings, f.discards, effort, costs, revenue, profit, mnsz. ```{r1} @@ -202,6 +201,9 @@ ggplot(flqs)+ facet_grid(qname~.,scale="free_y") ``` + +## Selection pattern + Management has two main options, i.e. setting effort (as in the examples above) or relative F-at-age by changing the selection pattern. The selection pattern-at-age of landings is that of the catch less discards e.g. ```{r} @@ -233,6 +235,7 @@ stk =fwd(stk, f=F0.1,sr=sr) plot(FLStocks("No Discards"=noDiscards,"F0.1"=stk)) ``` +# Non stationarity Non stationarity is seen in many biological processes, what happens if future fecundity decreases? ```{r} @@ -244,6 +247,22 @@ poorFec=fwd(poorFec,f=F0.1,sr=sr) plot(FLStocks("Reduced \nFecundity"=poorFec,"F0.1"=stk)) ``` +Or there is a regime shift in the stock recruitment relationship? +```{r12,eval=FALSE,echo=FALSE} +#### SRR regime shifts +sr1=sr +model(sr)=bevholtSV() +sr1=fmle(sr,fixed=list(spr0=c(spr0(eql),s=0.75))) +sr2=fmle(sr,fixed=list(spr0=c(spr0(eql),v=0.75*params(sr)["v"]))) + +srs=FLSRs("No Change"=sr,"Reduction in \nDensity Dependence"=sr1,"Reduction in K"=sr2) + +stks=FLStocks(llply(srs, function(x) fwd(stk,f=F0.1,sr=ab(x)))) + +plot(stks) +``` + + # Stochasticity Monte Carlo simulations based on future recruitment @@ -253,12 +272,36 @@ plot(srDev) ``` ```{r} +load("/tmp/flash.RData") +stk =fwdWindow(stk,end=2020,eql) stk =fwd(stk,f=F0.1,sr=sr,sr.residuals=srDev) +plot(stk) ``` +# Harvest Control Rules + +```{r} +load("/tmp/flash.RData") +source('~/Desktop/flr/git/FLash/R/hcr.R') + +hvt=hcr(stk,refpts(eql)["msy"]) +hvt +tac(stk,eql,hvt[[1]]) +``` + + + + # fwdControl +# fwdControl +## target +## trgtArray +## effort +## effArray +## blocks + fwdControl is a more flexible but fiddly way of setting up projections. For example to replicate the $F_{0.1}$ projection above requires setting up a fwdControl object. This can be done using a constructor and a data.frame @@ -333,7 +376,7 @@ stk =fwdWindow(stk,end=2020,eql) #### constant catch with an upper F bound ctrl=fwdControl(data.frame(year =rep(2009:2020,each=2), val =rep(c(msy*0.7,NA),12), - max =rep(c(NA,f0.1),12), + max =rep(c(NA,f0.1),12), quantity=rep(c("catch","f"),12))) stk=fwd(stk,ctrl=ctrl,sr=sr) @@ -419,7 +462,7 @@ plot(stk)+ Recover stock to the desired SSB in 2006 with a constant Catch strategy Here val can be anything in the ctrl because it is overwritten in the optimisation loop -```{r7,eval=FALSE} +```{r7} ctrl=fwdControl(data.frame(year=2009:2020,val=c(catch(stk)[,"2001"]),quantity="catch")) xmin=optimize(f, c(100, 100000), tol = 0.0000001, stk=stk, @@ -443,16 +486,14 @@ plot(stkC[,ac(1957:2006)]) ```{r8,eval=FALSE} # Assessment up to and including 2001 -data(ple4) -black.bird =stf(stk,nyrs=2) # set courtship and egg laying in Autumn -black.bird@m.spwn[] =0.66 -black.bird@harvest.spwn[]=0.66 +stk@m.spwn[] =0.66 +stk@harvest.spwn[]=0.66 # assessment is in year 2002, set catch constraint in 2002 and a first guess for F in 2003 ctrl =fwdControl(data.frame(year=2002:2003,val=c(85000,.5),quantity=c("catch","f"))) -black.bird =fwd(black.bird, ctrl=ctrl, sr=list(model="mean", params=FLPar(25000))) +stk =fwd(stk, ctrl=ctrl, sr=list(model="mean", params=FLPar(25000))) # HCR specifies F=0.1 if ssb<100000, F=0.5 if ssb>300000 # otherwise linear increase as SSB increases @@ -476,24 +517,42 @@ while (abs(ctrl@target[2,"val"]-t.)>10e-6 & i<50) t.=ctrl@target[2,"val"] ## save last val of F # calculate new F based on SSB last iter - ctrl@target[2,"val"] =a.*c(ssb(black.bird)[,"2003"])+b. - ctrl@trgtArray[2,"val",]=a.*c(ssb(black.bird)[,"2003"])+b. - black.bird=fwd(black.bird, ctrl=ctrl, sr=list(model="mean", params=FLPar(25000))) + ctrl@target[2,"val"] =a.*c(ssb(stk)[,"2003"])+b. + ctrl@trgtArray[2,"val",]=a.*c(ssb(stk)[,"2003"])+b. + stk=fwd(stk, ctrl=ctrl, sr=list(model="mean", params=FLPar(25000))) # 'av a gander - points(c(ssb(black.bird)[,"2003"]),c(ctrl@target[2,"val"]),cex=1.25,pch=19,col=i) - print(c(ssb(black.bird)[,"2003"])) + points(c(ssb(stk)[,"2003"]),c(ctrl@target[2,"val"]),cex=1.25,pch=19,col=i) + print(c(ssb(stk)[,"2003"])) print(c(ctrl@target[2,"val"])) i=i+1 } # F bounds -black.bird =fwd(black.bird, ctrl=ctrl, sr=list(model="mean",params=FLPar(25000))) -plot(FLStocks(black.bird)) +stk =fwd(stk, ctrl=ctrl, sr=list(model="mean",params=FLPar(25000))) +plot(FLStocks(stk)) ``` +# Examples + +## Targets + +## Limits + +## Relative targets and limits + +## Harvest Control Rules + +## Multi-annual management + +## Recovery Plans +## Long-term plans +## Technical measures -```{r9,eval=FALSE} +# References + + +```{r9,eval=FALSE,echo=FALSE} #### Create a random variable for M albM =stk m(albM)=propagate(m(albM),100) @@ -516,7 +575,7 @@ albM =fwd(albM,ctrl=ctrl,sr=sr) plot(albM) ``` -```{r10,eval=FALSE} +```{r10,eval=FALSE,echo=FALSE} #### Create a random variable for M albM1 =albM m(albM1)[1:3,] =m(albM)[1:3,]*2 @@ -535,29 +594,15 @@ albM2 =fwd(albM2,ctrl=ctrl,sr=sr) plot(FLStocks(albM,albM1,albM2)) ``` -```{r11,eval=FALSE} +```{r11,eval=FALSE,echo=FALSE} #### process error in recruitment srDev=FLQuant(rlnorm(20*100,0.0,0.3),dimnames=list(year=2008:2020,iter=1:100)) sr=fwd(albM,ctrl=ctrl,sr=sr,sr.residuals=srDev) plot(sr) ``` -```{r12,eval=FALSE} -#### SRR regime shifts -albSV =as.FLSR(albNEA) -model(sr)=bevholtSV() -albSV =fmle(albSV,fixed=list(spr0(albNEA))) -albSV1=fmle(albSV,fixed=list(spr0=spr0(albNEA),s=0.75)) -albSV2=fmle(albSV,fixed=list(spr0=spr0(albNEA),v=0.75*params(albSV)["v"])) - -#### Prior for steepness -albSV3=fmle(albSV,fixed=list(s=qnorm(seq(0.01,0.99,length.out=101),.75,.1))) -albSV3=fwd(albSV3,ctrl=ctrl,sr=sr,sr.residuals=srDev) -plot(albSV1,albSV2,albSV3) -``` - -```{r13,eval=FALSE} +```{r13,eval=FALSE,echo=FALSE} #### SRR regime shifts albBRP=brp(FLBRP(albM)) refpts(albBRP) @@ -568,13 +613,13 @@ albSV3=fwd(albSV3,ctrl=ctrl,sr=sr,sr.residuals=srDev) plot(albSV1,albSV2,albSV3) ``` -```{r14,eval=FALSE} +```{r14,eval=FALSE,echo=FALSE} # F bounds -black.bird =fwd(black.bird, ctrl=ctrl, sr=list(model="mean",params=FLPar(25000))) -plot(FLStocks(black.bird)) +stk =fwd(stk, ctrl=ctrl, sr=list(model="mean",params=FLPar(25000))) +plot(FLStocks(stk)) ``` -```{r15,eval=FALSE} +```{r15,eval=FALSE,echo=FALSE} library(FLash) library(FLAssess) @@ -595,7 +640,7 @@ mean(fbar(alb)[,ac(2007-(0:2))]) fbar(alb3)[,ac(2007+(1:3))] ``` -```{r16,eval=FALSE} +```{r16,eval=FALSE,echo=FALSE} ## Constant F Projection for a 20 year projection stk=stf(alb,nyear=20) @@ -658,7 +703,7 @@ unlist(lapply(lapply(lapply(albF0.1,window,start=2023,end=2027),computeCatch),su ``` -```{r17,eval=FALSE} +```{r17,eval=FALSE,echo=FALSE} #### constant catch startegies ctch=mean(computeCatch(alb)[,ac(2003:2007)]) @@ -678,7 +723,7 @@ plot(FLStocks(albC[[1]],albF0.1[[1]])) ``` -```{r18,eval=FALSE} +```{r18,eval=FALSE,echo=FALSE} #### constant catch with an upper F bound ctrl=fwdControl(data.frame(year =rep(2008:2027,each=20), val =rep(c(ctch*1.5,NA),20), @@ -688,7 +733,7 @@ albFC=fwd(stk,ctrl=ctrl,sr=sr) plot(albFC) ``` -```{r19,eval=FALSE} +```{r19,eval=FALSE,echo=FALSE} #### 5% F reduction ctrl=fwdControl(data.frame(year =rep(2008:2027,each=2), rel.year=c(t(array(c(2007:2026,rep(NA,20)),c(20,2)))), @@ -699,7 +744,7 @@ albFC=fwd(stk,ctrl=ctrl,sr=sr) plot(albFC) ``` -```{r20,eval=FALSE} +```{r20,eval=FALSE,echo=FALSE} #### 10% SSB increase ctrl=fwdControl(data.frame(year =2008:2027, rel.year=2007:2026, @@ -709,7 +754,7 @@ albSSB=fwd(stk,ctrl=ctrl,sr=sr) plot(albSSB) ``` -```{r21,eval=FALSE} +```{r21,eval=FALSE,echo=FALSE} hcrF=function(iYr,SSB,Bpa,Blim,Fmin,Fmax){ val =pmin(Fmax,Fmax-(Fmax-Fmin)*(Bpa-SSB)/(Bpa-Blim)) trgt=fwdTarget(year=iYr+1,quantity="f",valueval) @@ -717,7 +762,7 @@ hcrF=function(iYr,SSB,Bpa,Blim,Fmin,Fmax){ return(trgt)} ``` -```{r22,eval=FALSE} +```{r22,eval=FALSE,echo=FALSE} ## Ogives dnormal=function(x,a,sL,sR){ pow=function(a,b) a^b @@ -780,7 +825,7 @@ plot(refPPrice) plot(refIPrice) ``` -```{r23,eval=FALSE} +```{r23,eval=FALSE,echo=FALSE} data(ple4) # Set up the stock for the next 6 years @@ -823,7 +868,7 @@ plot(stkF[,ac(1957:2006)]) plot(albSSB) ``` -```{r24,eval=FALSE} +```{r24,eval=FALSE,echo=FALSE} data(ple4) stk=stf(ple4,6) @@ -849,18 +894,18 @@ plot(stkC[,ac(1957:2006)]) ``` -```{r25,eval=FALSE} +```{r25,eval=FALSE,echo=FALSE} # Assessment upto and including 2001 data(ple4) -black.bird =stf(stk,nyear=2) +stk =stf(stk,nyear=2) # set courtship and egg laying in Autumn -black.bird@m.spwn[] =0.66 -black.bird@harvest.spwn[]=0.66 +stk@m.spwn[] =0.66 +stk@harvest.spwn[]=0.66 # assessment is in year 2002, set catch constraint in 2002 and a first guess for F in 2003 ctrl =fwdControl(data.frame(year=2002:2003,val=c(85000,.5),quantity=c("catch","f"))) -black.bird =fwd(black.bird, ctrl=ctrl, sr=list(model="mean", params=FLPar(25000))) +stk =fwd(stk, ctrl=ctrl, sr=list(model="mean", params=FLPar(25000))) # HCR specifies F=0.1 if ssb<100000, F=0.5 if ssb>300000 # otherwise linear increase as SSB increases @@ -884,23 +929,23 @@ while (abs(ctrl@target[2,"val"]-t.)>10e-6 & i<50) t.=ctrl@target[2,"val"] ## save last val of F # calculate new F based on SSB last iter - ctrl@target[2,"val"] =a.*c(ssb(black.bird)[,"2003"])+b. - ctrl@trgtArray[2,"val",]=a.*c(ssb(black.bird)[,"2003"])+b. - black.bird=fwd(black.bird, ctrl=ctrl, sr=list(model="mean", params=FLPar(25000))) + ctrl@target[2,"val"] =a.*c(ssb(stk)[,"2003"])+b. + ctrl@trgtArray[2,"val",]=a.*c(ssb(stk)[,"2003"])+b. + stk=fwd(stk, ctrl=ctrl, sr=list(model="mean", params=FLPar(25000))) # 'av a gander - points(c(ssb(black.bird)[,"2003"]),c(ctrl@target[2,"val"]),cex=1.25,pch=19,col=i) - print(c(ssb(black.bird)[,"2003"])) + points(c(ssb(stk)[,"2003"]),c(ctrl@target[2,"val"]),cex=1.25,pch=19,col=i) + print(c(ssb(stk)[,"2003"])) print(c(ctrl@target[2,"val"])) i=i+1 } # F bounds -black.bird =fwd(black.bird, ctrl=ctrl, sr=list(model="mean",params=FLPar(25000))) -plot(FLStocks(black.bird)) +stk =fwd(stk, ctrl=ctrl, sr=list(model="mean",params=FLPar(25000))) +plot(FLStocks(stk)) ``` -```{r26,eval=FALSE} +```{r26,eval=FALSE,echo=FALSE} #### Create a random variable for M albM =albF1 m(albM)=propagate(m(albM),100) @@ -921,7 +966,7 @@ albM=fwd(albM,ctrl=ctrl,sr=sr) plot(FLStocks(albM,albF1)) ``` -```{r27,eval=FALSE} +```{r27,eval=FALSE,echo=FALSE} #### Create a random variable for M albM1 =albM m(albM1)[1:3,] =m(albM)[1:3,]*2 @@ -940,7 +985,7 @@ albM2 =fwd(albM2,ctrl=ctrl,sr=sr) plot(FLStocks(albM,albM1,albM2)) ``` -```{r28,eval=FALSE} +```{r28,eval=FALSE,echo=FALSE} #### process error in recruitment srDev=FLQuant(rlnorm(20*100,0.0,0.3),dimnames=list(year=2008:2027,iter=1:100)) sr=fwd(albM,ctrl=ctrl,sr=sr,sr.residuals=srDev) @@ -948,7 +993,7 @@ plot(sr) ``` -```{r29,eval=FALSE} +```{r29,eval=FALSE,echo=FALSE} sr =as.FLSR(alb,model="bevholtSV") sr1=fmle(sr,fixed=list(spr0=spr0(alb))) @@ -961,45 +1006,3 @@ plot(FLStocks(sr,sr2)) ``` -# Syntax - -## Biology -## Selectivity -## Monte Carlo simulation - -# Targets -## Catch and F strategies - -# Limits -## Relative targets and limits - -# Harvest Control Rules - -# Multi-annual management - -# Recovery Plans -# Long-term plans -# Technical measures - - -# fwdControl -## target -## trgtArray -## effort -## effArray -## blocks - -# Management Objectives -# Performance statistics - -# Examples -## Albacore -## Herring -## Cod -## North Sea flatfish -## Bluefin -## Mediterannean Swordfish - -# References - -# fwd diff --git a/vignettes/FLash.pdf b/vignettes/FLash.pdf index 7aaa4c83b0417880a58e9686a888791790aea95f..11b7a1aef22d4e041c3e361dfe86488b6e9b9e3c 100644 GIT binary patch delta 95296 zcmZU)V{~TC)-@d4NyoNr8y(wrI!?#9VzaNDq83?ZYQki*KaF8i{AOoSrmXLvF*?T&4OCKQ{d@*D+Q-Jep`-#$Kn(r_BIY_?LZ zl_L*Xe-;W(e?VR60ba32J>}acQ~IaJXm9Ju6Ewhw#dL+DM9m)vk)7dAob%=0Mbjna 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zRmyQYsPkRSe^7~-48ApEd%FxvysqpnpH%)=dqY(6Ecsg{pan-e%K()wkjwt5FBV+F x9X6T;Se_Py!$!@zVms|KO&$MKZWyf0gyS>fGtlYqg&6J3>{{!4C=br!o From cacb99460c896145e15aa563cba706fc8ef1dae1 Mon Sep 17 00:00:00 2001 From: laurie Date: Fri, 31 Oct 2014 14:26:57 +0100 Subject: [PATCH 13/27] added hcr --- R/hcr.R | 263 ++++++++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 263 insertions(+) create mode 100644 R/hcr.R diff --git a/R/hcr.R b/R/hcr.R new file mode 100644 index 0000000..e1b13db --- /dev/null +++ b/R/hcr.R @@ -0,0 +1,263 @@ +utils::globalVariables('laply') + + +#' tac , +#' +#' Calculates the Total Allowable Catch for a \code{biodyn} object and target harvest rate +#' by projecting the last year. +#' +#' @param object an object of class \code{biodyn} or +#' @param harvest an \code{FLQuant} object with harvest rate +#' @param ... other arguments +#' +#' @return FLQuant object with TAC value(s) +#' +#' @seealso \code{\link{hcr}}, \code{\link{fwd}} +#' +#' @export +#' @rdname tac +#' @aliases tac tac-method tac,biodyn-method +#' +#' @examples +#' \dontrun{ +#' tac(bd,FLQuant(0.1,dimnames=list(year=dims(bd)$maxyear))) +#' } +#' +setGeneric('tac', function(object,eql,...) standardGeneric('tac')) +setMethod( 'tac', signature(object='FLStock',eql='FLBRP'), + function(object,eql,harvest, + sr.residuals=FLQuant(1,dimnames=dimnames(rec(object))), + sr.residuals.mult=TRUE, + ...){ + + yrs =dimnames(harvest)$year + #maxY =max(as.numeric(yrs)) + + #stock(object)=window(stock(object),end=maxY) + #stock(object)[,ac(maxY)]=stock(object)[,ac(maxY-1)]-catch(object)[,ac(maxY-1)]+computePrd(object,stock(object)[,ac(maxY-1)]) + + #catch(object)=propagate(catch(object),dims(object)$iter) + #harvest =window(harvest,start=dims(object)$year-1) + #harvest[,ac(dims(object)$year-1)]=harvest(object)[,ac(dims(object)$year-1)] + + #object=fwd(object, harvest=harvest(object)[,ac(dimnames(object)$year-1)]) + + object=window(object, end=max(as.numeric(yrs))) + object=fwd(object,f=harvest, + sr=list(params=params(eql), + model =model(eql)), + sr.residuals=sr.residuals) + + return(catch(object)[,yrs])}) + +#' hcrParam +#' +#' Combines reference points into the HCR breakpts +#' +#' @param ftar an object of class \code{FLPar} +#' @param btrig an object of class \code{FLPar} +#' @param fmin an object of class \code{FLPar} +#' @param blim an object of class \code{FLPar} +#' +#' @seealso \code{\link{hcr}} +#' +#' @export +#' @rdname hcrParam +#' +#' @examples +#' \dontrun{ +#' tac('logistic',FLPar(msy=100,k=500)) +#' } +hcrParam=function(ftar,btrig,fmin,blim){ + + setNms=function(x,nm,nits){ + + names(dimnames(x))[1]='params' + dimnames(x)[[1]] =nm + if (nits!=dims(x)$iter) + x=propagate(x,nits) + + return(x)} + + nits=max(laply(list(ftar,btrig,fmin,blim), function(x) dims(x)$iter)) + + ftar =setNms(ftar, nm='ftar', nits) + btrig=setNms(btrig,nm='btrig',nits) + fmin =setNms(fmin, nm='fmin', nits) + blim =setNms(blim, nm='blim', nits) + + if (nits==1) res=FLPar( array(c(ftar,btrig,fmin,blim),c(4,nits),dimnames=list(params=c('ftar','btrig','fmin','blim'),iter=seq(nits)))) else + res=FLPar(t(array(c(ftar,btrig,fmin,blim),c(nits,4),dimnames=list(iter=seq(nits),params=c('ftar','btrig','fmin','blim'))))) + + #units(res)='harvest' + return(res)} + #return(as(res,'FLQuant'))} + +#' hcr +#' +#' Harvest Control Rule, calculates F, or Total Allowable Catch (TAC) based on a hockey stock harvest control rule. +#' +#' @param object an object of class \code{biodyn} or +#' @param ... other parameters, i.e. +#' params \code{FLPar} object with hockey stick HCR parameters, see hcrParam +#' yrs numeric vector with yrs for HCR prediction +#' refYrs numeric vector with years used to for stock/ssb in HCR +#' tac \code{logical} should return value be TAC rather than F? +#' bndF \code{vector} with bounds (i.e.min and max values) on iter-annual variability on F +#' bndTac \code{vector} with bounds (i.e. min and max values) on iter-annual variability on TAC +#' +#' @aliases hcr,biodyn-method +#' +#' @return \code{FLPar} object with value(s) for F or TAC if tac==TRUE +#' +#' @seealso \code{\link{bmsy}}, \code{\link{fmsy}}, \code{\link{fwd}} and \code{\link{hcrParam}} +#' +#' @export +#' @rdname hcr +#' +#' @examples +#' \dontrun{ +#' bd =sim() +#' +#' bd=window(bd,end=29) +#' for (i in seq(29,49,1)) +#' bd=fwd(bd,harvest=hcr(bd,refYrs=i,yrs=i+1)$hvt) +#' } +setGeneric('hcr', function(object,refs,...) standardGeneric('hcr')) +setMethod('hcr', signature(object='FLStock',refs='FLPar'), + function(object,refs, + params=hcrParam(ftar =0.70*refs[,'harvest'], + btrig=0.80*refs[,'ssb'], + fmin =0.01*refs[,'harvest'], + blim =0.40*refs[,'ssb']), + stkYrs=max(as.numeric(dimnames(ssb( object))$year)), + refYrs=max(as.numeric(dimnames(catch(object))$year)), + hcrYrs=max(as.numeric(dimnames(ssb( object))$year)), + tac =FALSE, + tacMn =TRUE, + bndF =NULL, #c(1,Inf), + bndTac=NULL, #c(1,Inf), + iaF =TRUE, + iaTac =TRUE, + maxF =2, + ...) { + ## HCR + dimnames(params)$params=tolower(dimnames(params)$params) + params=as(params,'FLQuant') + #if (blim>=btrig) stop('btrig must be greater than blim') + a=(params['ftar']-params['fmin'])/(params['btrig']-params['blim']) + b=params['ftar']-a*params['btrig'] + + ## Calc F + # bug + #val=(SSB%*%a) %+% b + bNow=FLCore::apply(ssb(object)[,ac(stkYrs)],6,mean) + + rtn=(bNow%*%a) + rtn=FLCore::sweep(rtn,2:6,b,'+') + + fmin=as(params['fmin'],'FLQuant') + ftar=as(params['ftar'],'FLQuant') + for (i in seq(dims(object)$iter)){ + FLCore::iter(rtn,i)[]=max(FLCore::iter(rtn,i),FLCore::iter(fmin,i)) + FLCore::iter(rtn,i)[]=min(FLCore::iter(rtn,i),FLCore::iter(ftar,i))} + + rtn=window(rtn,end=max(hcrYrs)) + #dimnames(rtn)$year=min(hcrYrs) + if (length(hcrYrs)>1){ + rtn=window(rtn,end=max(hcrYrs)) + rtn[,ac(hcrYrs)]=rtn[,ac(min(hcrYrs))]} + + ### Bounds ################################################################################## + ## F + if (!is.null(bndF)){ + + ref=FLCore::apply(harvest(object)[,ac(refYrs-1)],6,mean) + + rtn[,ac(min(hcrYrs))]=qmax(rtn[,ac(min(hcrYrs))],ref*bndF[1]) + rtn[,ac(min(hcrYrs))]=qmin(rtn[,ac(min(hcrYrs))],ref*bndF[2]) + + if (length(hcrYrs)>1) + for (i in hcrYrs[-1]){ + if (iaF){ + rtn[,ac(i)]=qmax(rtn[,ac(i)],rtn[,ac(i-1)]*bndF[1]) + rtn[,ac(i)]=qmin(rtn[,ac(i)],rtn[,ac(i-1)]*bndF[2]) + }else{ + rtn[,ac(i)]=rtn[,ac(i-1)]} + + if (!is.null(maxF)) rtn=qmin(rtn,maxF)}} + hvt=rtn + + + ## TAC + if (tac){ + + ref=FLCore::apply(catch(object)[,ac(refYrs)],6,mean) + + object=window(object, end=max(as.numeric(hcrYrs))) + object=fwd(object,harvest=harvest(object)[,ac(min(as.numeric(hcrYrs)-1))]) + + rtn =catch(fwd(object, harvest=rtn))[,ac(hcrYrs)] + + if (!is.null(bndTac)){ + rtn[,ac(min(hcrYrs))]=qmax(rtn[,ac(min(hcrYrs))],ref*bndTac[1]) + rtn[,ac(min(hcrYrs))]=qmin(rtn[,ac(min(hcrYrs))],ref*bndTac[2]) + + if (length(hcrYrs)>1) + for (i in hcrYrs[-1]){ + if (iaTac){ + rtn[,ac(i)]=qmax(rtn[,ac(i)],rtn[,ac(i-1)]*bndTac[1]) + rtn[,ac(i)]=qmin(rtn[,ac(i)],rtn[,ac(i-1)]*bndTac[2]) + }else{ + rtn[,ac(i)]=rtn[,ac(i-1)]}} + + if (tacMn) rtn[]=c(apply(rtn,3:6,mean))}} + + if (tac) rtn=list(hvt=hvt,tac=rtn,stock=stk) else rtn=list(hvt=hvt,ssb=bNow) + + return(rtn)}) + +#' hcrPlot +#' +#' Calculates break pointts for a hockey stick HCR +#' +#' @param object an object of class \code{biodyn} or +#' @param params \code{FLPar} object with hockey stock HCR parameters +#' @param maxB =1 +#' @param rel =TRUE +#' +#' @return a \code{FLPar} object with value(s) for HCR +#' +#' @seealso \code{\link{hcr}}, \code{\link{msy}}, \code{\link{bmsy}}, \code{\link{fmsy}} +#' +#' @rdname hcrPlot +#' @aliases hcrPlot-method hcrPlot,biodyn-method +#' +#' @examples +#' \dontrun{ +#' simBiodyn() +#' } +#' +setGeneric('hcrPlot', function(object,...) standardGeneric('hcrPlot')) +setMethod('hcrPlot', signature(object='FLBRP'), + function(object,params=FLPar(ftar=0.7, btrig=0.7, fmin=0.01, blim=0.20),maxB=1,rel=TRUE){ + + pts=rbind(cbind(refpt='Target',model.frame(rbind(bmsy(object)*c(params['btrig']), + fmsy(object)*c(params['ftar'])))), + cbind(refpt='Limit', model.frame(rbind(bmsy(object)*c(params['blim']), + fmsy(object)*c(params['fmin']))))) + pts.=pts + pts.[1,'bmsy']=params(object)['k']*maxB + pts.[2,'bmsy']=0 + pts.[,1]=c('') + + pts=rbind(pts.[1,],pts[1:2,],pts.[2,]) + + names(pts)[2:3]=c('stock','harvest') + + if (rel){ + pts[,'stock']=pts[,'stock']/bmsy(object) + pts[,'harvest']=pts[,'harvest']/fmsy(object)} + + pts}) + From b4520333243f8d89ef6e7632aad4beeb22b8197b Mon Sep 17 00:00:00 2001 From: laurie Date: Sat, 1 Nov 2014 10:40:05 +0100 Subject: [PATCH 14/27] updating vignette --- R/hcr.R | 9 ++-- vignettes/FLash.Rmd | 113 ++++++++++++++++++++++++++------------------ vignettes/FLash.pdf | Bin 235445 -> 232837 bytes 3 files changed, 71 insertions(+), 51 deletions(-) diff --git a/R/hcr.R b/R/hcr.R index e1b13db..8c64a4f 100644 --- a/R/hcr.R +++ b/R/hcr.R @@ -1,6 +1,5 @@ utils::globalVariables('laply') - #' tac , #' #' Calculates the Total Allowable Catch for a \code{biodyn} object and target harvest rate @@ -135,10 +134,10 @@ setMethod('hcr', signature(object='FLStock',refs='FLPar'), hcrYrs=max(as.numeric(dimnames(ssb( object))$year)), tac =FALSE, tacMn =TRUE, - bndF =NULL, #c(1,Inf), - bndTac=NULL, #c(1,Inf), - iaF =TRUE, - iaTac =TRUE, + bndF =NULL, #c(1,Inf), #not needed as fmin and maxF sort this + bndTac=NULL, #c(1,Inf), #absolute + iaF =TRUE, #relative + iaTac =TRUE, #relative maxF =2, ...) { ## HCR diff --git a/vignettes/FLash.Rmd b/vignettes/FLash.Rmd index eb0c1cc..c35cfec 100644 --- a/vignettes/FLash.Rmd +++ b/vignettes/FLash.Rmd @@ -6,32 +6,55 @@ output: rmarkdown::tufte_handout --- +```{r knitr_init, echo=FALSE, results="asis"} +library(knitr) + +## Global options +opts_chunk$set(echo =TRUE, + eval =TRUE, + cache =FALSE, + cache.path="cache/", + prompt=FALSE, + comment=NA, + message=FALSE, + tidy =FALSE, + warning=FALSE) +``` # Introduction + +An important part of stock assessment is advig setting future management regulations, e.g. based on catches, effort or selectivity. Therefore often a stock or population (i.e. a projection) hmay be required after an assessment for a range of catches to allow managers to decide upon a TAC or within an MSE for a management measure set by an MP. + + \newthought{The precautionary approach}[^books_be] requires harvest control rules (HCRs) to trigger pre-agreed conservation and management action. This requires limit reference points to set boundaries that constrain harvesting within safe biological limits within which stocks can produce the maximum sustainable yield (MSY) and targets to ensure that management objectives are met. + The performance of HCRs, i.e. how well they meet management objectives should be evaluated, ideally using Management Strategy Evaluation (MSE) where the HCRs is tested as part of a Management Procedure (MP). Where an MP is the combination of the data collection regime stock assessment procedure and the setting of managment regulations. HCRs can be modelled using the fwd method of FLR; see the MSE document for examples of simulation testing. -Simulating the evolution of a stock or population (i.e. a projection) may be required after an assessment for a range of catches to allow managers to decide upon a TAC or within an MSE for a management measure set by an MP. + fwd takes objects descibing historical stock status and assumptions about future dynamics(e.g. growth, maturity, natural mortality and recruitment dynamics), then performs a projection for future options e.g. for catches, fishing mortality. -## Libraries +# Libraries -```{r} +```{r,echo=TRUE,eval=TRUE,message=FALSE,warning=FALSE} library(FLCore) library(FLash) library(FLBRP) library(ggplotFL) ``` +```{r,echo=FALSE} +theme_set(theme_bw(6)) +``` + In the following examples we use the ple4 FLSock object -```{r} +```{r,fig.cap=""} data(ple4) ``` @@ -41,66 +64,64 @@ The main method is fwd which is used to make future projections, e.g. to evaluat fwdWindow sets up future dynamics of the FLStock object and fwdControl that sets up the target options in the projections. fwdControl is very flexible but can be tricky to set up so there are a variety of methods for standard tasks, e.g. simulating a Harvest Control Rule (HCR) or running projections for F, catch and biomass target. # fwdWindow -To perform a projection requires assumptions about future processes such as growth and recruitment and the effect of management on selectivity. +To perform a projection requires making assumptions about future processes such as growth and recruitment and any management effects on selectivity. +This requires extending an FLStock object using fwdWindow and an FLBRP object. In this way projections and equilibrium dynamics and reference points are consistent. -Recruit is based on a stock recruitment relationship, which can be fitted to the historic time series +```{r,eval=FALSE} +stk=fwdWindow(ple4,end=2020,eql) +``` -```{r} -#### SRR +If recruitment is based on a stock recruitment relationship, this can be obtained by fitting to the historic time series. + +```{r,fig.cap=""} sr =as.FLSR(ple4,model="bevholt") sr =fmle(sr,control=list(silent=TRUE)) ``` -While future growth and selectivity is often assummed to be an average of recent values. In which case these can be estimated using FLBRP. An advantage of using FLBRP is then the projections and reference points will be consistent. - -```{r} -#### BRPs +Then used to estimate the expected equilibrium dynamics +```{r,fig.cap="Equilibrium Dynamics",fig.height=4} eql=FLBRP(ple4,sr=sr) -computeRefpts(eql) eql=brp(eql) -plot(eql) -``` - -```{r,echo=FALSE} -stk=ple4 -save(stk,eql,sr,file="/tmp/flash.RData") +plot(eql)+theme(legend.position="bottom") ``` Future stock parameters -```{r} +```{r,fig.cap="Stock Parameters in future projection"} ggplot(FLQuants(eql,"m","mat","stock.wt","catch.sel"))+ geom_line(aes(age,data))+ facet_wrap(~qname,scale="free_y") ``` -Setting up the projection years is then be done by extending an FLStock using fwdWindow by passing an FLBRP object. In this way projections and equilibrium dynamics and reference points are consistent. - -```{r} -stk=fwdWindow(ple4,end=2020,eql) -unlist(dims(stk)) +```{r,echo=FALSE} +stk=ple4 +save(stk,eql,sr,file="/tmp/flash.RData") ``` # Projecting +```{r,echo=FALSE} +stk=fwdWindow(ple4,end=2020,eql) +``` + We first show how simple projections (e.g. for F and catch) can be performed. Later we show how a variety of HCRs can be simulated. Simulate fishing at $F_{0.1}$, first create an FLQuant with the target Fs ```{r} -F0.1=FLQuant(refpts(eql)["f0.1","harvest",drop=T],dimnames=list(year=2009:2020)) +F0.1=FLQuant(refpts(eql)["f0.1","harvest",drop=T], + dimnames=list(year=2009:2020)) ``` Then project forward, note that sr is also required and that recruitment is determininistic. -```{r} +```{r,fig.cap="Projection for $F_{0.1}$"} stk=fwd(stk,f=F0.1,sr=sr) plot(FLStocks("Historic"=ple4,"F0.1"=stk)) ``` - It is possible to project for different Fs i.e. alternative reference points -```{r} +```{r,fig.cap="Comparision of projections for different F reference points"} library(plyr) dimnames(refpts(eql))$refpt @@ -120,7 +141,7 @@ plot(stks) ``` or different multipliers of $F_{MSY}$ -```{r} +```{r,fig.cap="Comparison of projections for different Fs"} msyTargets=FLQuants(mlply(seq(0,2,.25), function(x) FLQuant(x*refs["msy"],dimnames=list(year=2009:2020)))) @@ -133,7 +154,7 @@ plot(stks) ``` Catch projections are done in a similar way e.g. for $MSY$ -```{r} +```{r,fig.cap="Comparioson of catch Projections"} refpts(eql)["msy"] refpts(eql)["msy",c("harvest","yield")] @@ -146,7 +167,7 @@ plot(stks) ``` Compare F and Catch projections, e.g. for $MSY$ and $F_{MSY}$ -```{r} +```{r,fig.cap="Comparison of Catch and F projections"} msys=FLQuants("f" =targetF[[2]], "catch"=msy) stks=fwd(stk,msys,sr=sr) @@ -155,7 +176,7 @@ plot(stks) ``` If the projected catch is high you could simulate high Fs, however, there will be a cap of effort and capacity so in practice such high Fs may not be realised. Therefore there is a constraint on F. -```{r} +```{r,fig.cap=""} catch=FLQuant(c(refpts(eql)["msy","yield"])*2, dimnames=list(year=2009:2020)) @@ -167,7 +188,7 @@ plot(stk) i.e. maxF, this allows an upper limit to be set on F This can also be used to model capacity -```{r} +```{r,fig.cap=""} capacity=FLQuant(1,dimnames=list(year=2009:2020)) q =rlnorm(1,FLQuant(0,dimnames=list(year=2009:2020)),.2) maxF =q*capacity @@ -206,20 +227,20 @@ ggplot(flqs)+ Management has two main options, i.e. setting effort (as in the examples above) or relative F-at-age by changing the selection pattern. The selection pattern-at-age of landings is that of the catch less discards e.g. -```{r} +```{r,fig.cap=""} ggplot(FLQuants(eql,"catch.sel","discards.sel","landings.sel"))+ geom_line(aes(age,data,col=qname)) ``` In the FLStock object there are therefore 3 selection pattern components, and unfortunate three ways of calculating each. fwd uses computeCatch to re-estimate the catch.n, landings.n and discards.n before calculating future selection patterns. -```{r} +```{r,fig.cap=""} catch(stk)<-computeCatch(stk) ``` In fwd the selection patterns are then calculated as harvest*discards.n/catch.n, harvest*landings.n/catch.n and discards.sel+landings.sel Simulation of gears that get rid of discarding can be done by -```{r} +```{r,fig.cap=""} noDiscards=stk discards.n(noDiscards)[,ac(2009:2020)]=0 catch.n( noDiscards)[,ac(2009:2020)]<-landings.n(noDiscards)[,ac(2009:2020)] @@ -238,7 +259,7 @@ plot(FLStocks("No Discards"=noDiscards,"F0.1"=stk)) # Non stationarity Non stationarity is seen in many biological processes, what happens if future fecundity decreases? -```{r} +```{r,fig.cap=""} poorFec=stk mat(poorFec)[1:5,ac(2009:2020)]=c(0,0,0,0,.5) @@ -266,12 +287,12 @@ plot(stks) # Stochasticity Monte Carlo simulations based on future recruitment -```{r} +```{r,fig.cap=""} srDev=rlnorm(100,FLQuant(0,dimnames=list(year=2009:2020)),0.3) plot(srDev) ``` -```{r} +```{r,fig.cap=""} load("/tmp/flash.RData") stk =fwdWindow(stk,end=2020,eql) stk =fwd(stk,f=F0.1,sr=sr,sr.residuals=srDev) @@ -306,7 +327,7 @@ fwdControl is a more flexible but fiddly way of setting up projections. For exam This can be done using a constructor and a data.frame -```{r} +```{r,fig.cap=""} ctrl=fwdControl(data.frame(year =2009:2018, val =c(refpts(eql)["f0.1","harvest"]), quantity="f")) @@ -314,13 +335,13 @@ ctrl=fwdControl(data.frame(year =2009:2018, fwdControl is a class with 5 slots -```{r} +```{r,fig.cap=""} slotNames(ctrl) ``` For now we will concerntrate on just the target and trgtArray slots. -```{r} +```{r,fig.cap=""} slotNames(ctrl) ctrl ``` @@ -329,7 +350,7 @@ target specifies the quantity for the projection (e.g. "f", "catch", "ssb", ...) An example with high F that decreases SSB a lot -```{r} +```{r,fig.cap=""} target=fwdControl(data.frame(year=2009,val=0.8,quantity="f")) stk =fwdWindow(ple4,end=2010,eql) @@ -356,7 +377,7 @@ ssb( stk)[,"2010"] If a stock spawns mid year so the adult population is affected by fishing then the SSB constraint is within year, e.g. -```{r} +```{r,fig.cap=""} harvest.spwn(stk)[]=0.5 stk=fwd(stk,ctrl=target,sr=sr) diff --git a/vignettes/FLash.pdf b/vignettes/FLash.pdf index 11b7a1aef22d4e041c3e361dfe86488b6e9b9e3c..6ac324ea67aeea601728a0bc46dfbfb592f0096d 100644 GIT binary patch delta 126707 zcma%iWmq6RmnH5rPUG&-xVzIxBaOSeyHmKkTO-}LySux)yG!E^%lmyZvpYNcV}Dd` zdLOI zNyiiKMi*^+*UL7&+PZG`MMo#;CddNE?!0l#hRmCo;J=7#Yejc->O{@uh(Bm;=P!)w&)aA{JN zJ0rQ|Zu=V=;)ft2a;wK(L>%b2l6<|->=1hFBeG{1ps9t*Bq70eUHeF+5bC$DwhMdv zS6G(V=XkV`h2VSc7F8S9fxFn))aV|YyimXe+i#DZF4GZP&A=(BGcnkeOd1lE%qBzR z8hFZbc)WKSkQJ{%?jS(D1Aw^)y$cgAKLEvM=@rBB+dC}jUZq-HOALVv?7BJp-ml#p 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z{XSw)XtK~+dl+Cc)b2@d860XqW5{HN&SZUZhoTa3R?lA9#y<>ma||pM7>jA4Ovs5adYDLcq#;~ zg`g3*WQ1Y`BVT~;7WmVMNDGY<0{q4qBp*c`?R(%cBwMcMPGi7xTB&;T8$mN08@zsC z6TMIJyS9a{ynHUTC&Gul4+0PNf3{Ab=`J^SqA@GqPGnD8FU1kx*o%TocXC_6SGhyl jqy6%=cG;tWk6g7UqIA7jXksLG78V{vN=k7>3B>;b;%GoY From c7bac765b8b34431fc0380a8cbaa28d67df21396 Mon Sep 17 00:00:00 2001 From: laurie Date: Sat, 1 Nov 2014 10:53:37 +0100 Subject: [PATCH 15/27] vignette updated --- vignettes/FLash.Rmd | 18 +++++++----------- 1 file changed, 7 insertions(+), 11 deletions(-) diff --git a/vignettes/FLash.Rmd b/vignettes/FLash.Rmd index c35cfec..32debd7 100644 --- a/vignettes/FLash.Rmd +++ b/vignettes/FLash.Rmd @@ -26,18 +26,11 @@ opts_chunk$set(echo =TRUE, # Introduction -An important part of stock assessment is advig setting future management regulations, e.g. based on catches, effort or selectivity. Therefore often a stock or population (i.e. a projection) hmay be required after an assessment for a range of catches to allow managers to decide upon a TAC or within an MSE for a management measure set by an MP. +An important part of stock assessment is advising on management regulations, e.g. based on catches, effort or selectivity. This often requires a stock projection to allow managers to decide upon a TAC or effort measures. +\newthought{The precautionary approach} requires harvest control rules (HCRs) to trigger pre-agreed conservation and management action based on limit reference points to set boundaries that constrain harvesting within safe biological limits within which stocks can produce the maximum sustainable yield (MSY) and targets to ensure that management objectives are met. -\newthought{The precautionary approach}[^books_be] requires harvest control rules (HCRs) to trigger pre-agreed conservation and management action. This requires limit reference points to set boundaries that constrain harvesting within safe biological limits within which stocks can produce the maximum sustainable yield (MSY) and targets to ensure that management objectives are met. - - -The performance of HCRs, i.e. how well they meet management objectives should be evaluated, ideally using Management Strategy Evaluation (MSE) where the HCRs is tested as part of a Management Procedure (MP). Where an MP is the combination of the data collection regime stock assessment procedure and the setting of managment regulations. HCRs can be modelled using the fwd method of FLR; see the MSE document for examples of simulation testing. - - - -fwd takes objects descibing historical stock status and assumptions about future dynamics(e.g. growth, maturity, natural mortality and recruitment dynamics), then performs a projection for future options e.g. for catches, fishing mortality. - +These tasks cane be done using the fwd and hcr methods. # Libraries @@ -59,7 +52,10 @@ data(ple4) ``` # Methods -The main method is fwd which is used to make future projections, e.g. to evaluate different management options such as Total Allowable Catches (TACs) once a stock assessment has been conducted or for simulating a Harvest Control Rule (HCR) as part of a Management Strategy Evaluation (MSE). +fwd is used to make future projections based on catch, effort and other quatities. +hcr will set a catch or Fishing Mortality based on current stock status and reference points. + +Constraints can also be set (i.e. inter-annual bounds on TACs or effort) as well as precendence of rules (i.e. SSB must increase when a recovery plan is modelled). fwdWindow sets up future dynamics of the FLStock object and fwdControl that sets up the target options in the projections. fwdControl is very flexible but can be tricky to set up so there are a variety of methods for standard tasks, e.g. simulating a Harvest Control Rule (HCR) or running projections for F, catch and biomass target. From d231313b644b6b1b1a884152c0a4322a0fcea82b Mon Sep 17 00:00:00 2001 From: laurie Date: Sat, 1 Nov 2014 10:59:11 +0100 Subject: [PATCH 16/27] vignette updated --- vignettes/FLash.Rmd | 17 +++++++++++++---- 1 file changed, 13 insertions(+), 4 deletions(-) diff --git a/vignettes/FLash.Rmd b/vignettes/FLash.Rmd index 32debd7..d13f211 100644 --- a/vignettes/FLash.Rmd +++ b/vignettes/FLash.Rmd @@ -91,7 +91,7 @@ ggplot(FLQuants(eql,"m","mat","stock.wt","catch.sel"))+ ```{r,echo=FALSE} stk=ple4 -save(stk,eql,sr,file="/tmp/flash.RData") +#save(stk,eql,sr,file="/tmp/flash.RData") ``` # Projecting @@ -288,8 +288,11 @@ srDev=rlnorm(100,FLQuant(0,dimnames=list(year=2009:2020)),0.3) plot(srDev) ``` +```{r,echo=FALSE} +stk=ple4 +``` + ```{r,fig.cap=""} -load("/tmp/flash.RData") stk =fwdWindow(stk,end=2020,eql) stk =fwd(stk,f=F0.1,sr=sr,sr.residuals=srDev) plot(stk) @@ -298,8 +301,11 @@ plot(stk) # Harvest Control Rules +```{r,echo=FALSE} +stk=ple4 +``` + ```{r} -load("/tmp/flash.RData") source('~/Desktop/flr/git/FLash/R/hcr.R') hvt=hcr(stk,refpts(eql)["msy"]) @@ -435,8 +441,11 @@ hcrF=function(iYr,SSB,Bpa,Blim,Fmin,Fmax){ Recover stock to target SSB level corresponding to the 1980s in 2020 with a constant F strategy +```{r,echo=FALSE} +stk=ple4 +``` + ```{r6} -load("/tmp/flash.RData") stk=fwdWindow(stk,end=2020,eql) ssbTarget = mean(ssb(stk)[,ac(1970:1989)]) From 26b613fe518aea6a1a22e09695baa769f27f8c1c Mon Sep 17 00:00:00 2001 From: laurie Date: Sat, 1 Nov 2014 11:05:23 +0100 Subject: [PATCH 17/27] delete pdf --- vignettes/FLash.pdf | Bin 232837 -> 0 bytes 1 file changed, 0 insertions(+), 0 deletions(-) delete mode 100644 vignettes/FLash.pdf diff --git a/vignettes/FLash.pdf b/vignettes/FLash.pdf deleted file mode 100644 index 6ac324ea67aeea601728a0bc46dfbfb592f0096d..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 232837 zcmeFZbChLEwmzD+RcYI{ZB*K}ZL`vLB`U2-+qP|6m3HRKI^BIo-+Owz?)S!fcl`c1 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zUA4Z4=-f4GY!-eRf9}4Xao+V;o{!hg?st-9{-?eLth;ZhKJ|>=nTcBRrALo>=FB-# z=J|Q)vFn@kU;RC?dfp?am8&maY(7`9TxsR{E4F1`pZpT*Ro?fvUP?$Vo96sK&BkC_ z;Xh{iJwm6JGH;$J>F>Sd@Z!Fljx9Vl*j75tsyWGhCTi8RckwTGNQQax?|T}->{AxS zoW1mTx_hqAwMsZ9Y&>tq$0I$<*)c*ciw79``a-aA1J^I4Mvu0dAGG|%g%kS}f z3!-N2eAeaYFKlpua0P9XJBV*t}m_}Txs;>TSTmb!3$It)( From 3e12be148f72a1454286285714193dd6e7e6f71a Mon Sep 17 00:00:00 2001 From: laurie Date: Sat, 1 Nov 2014 11:20:25 +0100 Subject: [PATCH 18/27] vignette --- vignettes/FLash.Rmd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/vignettes/FLash.Rmd b/vignettes/FLash.Rmd index d13f211..4cf5afe 100644 --- a/vignettes/FLash.Rmd +++ b/vignettes/FLash.Rmd @@ -6,7 +6,7 @@ output: rmarkdown::tufte_handout --- ```{r knitr_init, echo=FALSE, results="asis"} From cd68808242bc6445d9ab16d4669d9ebc21b20b57 Mon Sep 17 00:00:00 2001 From: laurie Date: Sat, 1 Nov 2014 15:54:11 +0100 Subject: [PATCH 19/27] vignette edited --- vignettes/FLash.Rmd | 94 ++++++++++++++++++--------------------------- 1 file changed, 38 insertions(+), 56 deletions(-) diff --git a/vignettes/FLash.Rmd b/vignettes/FLash.Rmd index 4cf5afe..cfb6b06 100644 --- a/vignettes/FLash.Rmd +++ b/vignettes/FLash.Rmd @@ -26,26 +26,24 @@ opts_chunk$set(echo =TRUE, # Introduction -An important part of stock assessment is advising on management regulations, e.g. based on catches, effort or selectivity. This often requires a stock projection to allow managers to decide upon a TAC or effort measures. +An important part of stock assessment is conducting stock projections to advise on management regulations e.g. catches, effort or changes to selection patterns. -\newthought{The precautionary approach} requires harvest control rules (HCRs) to trigger pre-agreed conservation and management action based on limit reference points to set boundaries that constrain harvesting within safe biological limits within which stocks can produce the maximum sustainable yield (MSY) and targets to ensure that management objectives are met. +While the precautionary approach requires harvest control rules (HCRs) to trigger pre-agreed conservation and management action based on limit and target reference points to ensure that management objectives are met. -These tasks cane be done using the fwd and hcr methods. - -# Libraries +These tasks are done using the fwd and hcr methods. +As well as FLash we use the FLBRP and ggplotFL packages ```{r,echo=TRUE,eval=TRUE,message=FALSE,warning=FALSE} -library(FLCore) library(FLash) library(FLBRP) library(ggplotFL) ``` + ```{r,echo=FALSE} theme_set(theme_bw(6)) ``` - -In the following examples we use the ple4 FLSock object +For the examples we use the ple4 FLSock object. ```{r,fig.cap=""} data(ple4) @@ -53,11 +51,13 @@ data(ple4) # Methods fwd is used to make future projections based on catch, effort and other quatities. -hcr will set a catch or Fishing Mortality based on current stock status and reference points. +hcr sets a catch or fishing mortality based on current stock status and reference points. + +Constraints can also be set (i.e. inter-annual bounds on TACs or effort), rules can have precendence, e.g. SSB must increase each year in a recovery plan is modelled. -Constraints can also be set (i.e. inter-annual bounds on TACs or effort) as well as precendence of rules (i.e. SSB must increase when a recovery plan is modelled). +fwdWindow sets up future dynamics of the FLStock object. -fwdWindow sets up future dynamics of the FLStock object and fwdControl that sets up the target options in the projections. fwdControl is very flexible but can be tricky to set up so there are a variety of methods for standard tasks, e.g. simulating a Harvest Control Rule (HCR) or running projections for F, catch and biomass target. +fwdControl sets up the target options in the projections. It is very flexible but can be tricky to set up so there are a variety of methods for standard tasks, e.g. simulating a Harvest Control Rule (HCR) or running projections for F, catch and biomass target. # fwdWindow To perform a projection requires making assumptions about future processes such as growth and recruitment and any management effects on selectivity. @@ -67,14 +67,14 @@ This requires extending an FLStock object using fwdWindow and an FLBRP object. I stk=fwdWindow(ple4,end=2020,eql) ``` -If recruitment is based on a stock recruitment relationship, this can be obtained by fitting to the historic time series. +Recruitment is based on a stock recruitment relationship, this can be obtained by fitting to the historic time series. ```{r,fig.cap=""} sr =as.FLSR(ple4,model="bevholt") sr =fmle(sr,control=list(silent=TRUE)) ``` -Then used to estimate the expected equilibrium dynamics +Then used with FLBRP to give the expected and/or equilibrium dynamics ```{r,fig.cap="Equilibrium Dynamics",fig.height=4} eql=FLBRP(ple4,sr=sr) eql=brp(eql) @@ -82,7 +82,7 @@ eql=brp(eql) plot(eql)+theme(legend.position="bottom") ``` -Future stock parameters +and the future stock parameters ```{r,fig.cap="Stock Parameters in future projection"} ggplot(FLQuants(eql,"m","mat","stock.wt","catch.sel"))+ geom_line(aes(age,data))+ @@ -91,19 +91,13 @@ ggplot(FLQuants(eql,"m","mat","stock.wt","catch.sel"))+ ```{r,echo=FALSE} stk=ple4 -#save(stk,eql,sr,file="/tmp/flash.RData") ``` # Projecting -```{r,echo=FALSE} -stk=fwdWindow(ple4,end=2020,eql) -``` - -We first show how simple projections (e.g. for F and catch) can be performed. Later we show how a variety of HCRs can be simulated. +First projections are made for F and catch, later we show how a variety of HCRs can be simulated. Simulate fishing at $F_{0.1}$, first create an FLQuant with the target Fs - ```{r} F0.1=FLQuant(refpts(eql)["f0.1","harvest",drop=T], dimnames=list(year=2009:2020)) @@ -116,7 +110,7 @@ stk=fwd(stk,f=F0.1,sr=sr) plot(FLStocks("Historic"=ple4,"F0.1"=stk)) ``` -It is possible to project for different Fs i.e. alternative reference points +Projection can be made for a range of Fs i.e. alternative reference points ```{r,fig.cap="Comparision of projections for different F reference points"} library(plyr) @@ -136,19 +130,6 @@ stks=fwd(stk,targetF,sr=sr) plot(stks) ``` -or different multipliers of $F_{MSY}$ -```{r,fig.cap="Comparison of projections for different Fs"} -msyTargets=FLQuants(mlply(seq(0,2,.25), - function(x) - FLQuant(x*refs["msy"],dimnames=list(year=2009:2020)))) - -names(msyTargets)[]="f" - -stks=fwd(stk,msyTargets,sr=sr) - -plot(stks) -``` - Catch projections are done in a similar way e.g. for $MSY$ ```{r,fig.cap="Comparioson of catch Projections"} refpts(eql)["msy"] @@ -164,14 +145,14 @@ plot(stks) Compare F and Catch projections, e.g. for $MSY$ and $F_{MSY}$ ```{r,fig.cap="Comparison of Catch and F projections"} -msys=FLQuants("f" =targetF[[2]], +msys=FLQuants("f" =targetF[[1]], "catch"=msy) stks=fwd(stk,msys,sr=sr) plot(stks) ``` -If the projected catch is high you could simulate high Fs, however, there will be a cap of effort and capacity so in practice such high Fs may not be realised. Therefore there is a constraint on F. +Therefore there is a constraint on F (maxF), to model limits on effort and capacity. ```{r,fig.cap=""} catch=FLQuant(c(refpts(eql)["msy","yield"])*2, dimnames=list(year=2009:2020)) @@ -181,9 +162,7 @@ stk=fwd(stk,catch=catch,sr=sr) plot(stk) ``` -i.e. maxF, this allows an upper limit to be set on F - -This can also be used to model capacity +To model capacity ```{r,fig.cap=""} capacity=FLQuant(1,dimnames=list(year=2009:2020)) q =rlnorm(1,FLQuant(0,dimnames=list(year=2009:2020)),.2) @@ -194,7 +173,7 @@ stk=fwd(stk,catch=catch,sr=sr,maxF=maxF) plot(stk) ``` -A variety of quantities can be considered in projections as well as catch and F, i.e. ssb, biomass, landings, discards, f, f.catch, f.landings, f.discards, effort, costs, revenue, profit, mnsz. +A variety of quantities other than catch and F can be considered in projections i.e. ssb, biomass, landings, discards, f, f.catch, f.landings, f.discards, effort, costs, revenue, profit, mnsz. ```{r1} @@ -222,18 +201,18 @@ ggplot(flqs)+ ## Selection pattern Management has two main options, i.e. setting effort (as in the examples above) or relative F-at-age by changing the selection pattern. -The selection pattern-at-age of landings is that of the catch less discards e.g. + + +In the FLStock object there are 3 selection pattern components, and unfortunately three ways of calculating each. + +fwd uses computeCatch to re-estimate the catch.n, landings.n and discards.n before calculating future selection patterns. ```{r,fig.cap=""} ggplot(FLQuants(eql,"catch.sel","discards.sel","landings.sel"))+ geom_line(aes(age,data,col=qname)) ``` -In the FLStock object there are therefore 3 selection pattern components, and unfortunate three ways of calculating each. fwd uses computeCatch to re-estimate the catch.n, landings.n and discards.n before calculating future selection patterns. -```{r,fig.cap=""} -catch(stk)<-computeCatch(stk) -``` -In fwd the selection patterns are then calculated as harvest*discards.n/catch.n, harvest*landings.n/catch.n and discards.sel+landings.sel +The selection patterns are then calculated as harvest*discards.n/catch.n, harvest*landings.n/catch.n and discards.sel+landings.sel Simulation of gears that get rid of discarding can be done by ```{r,fig.cap=""} @@ -252,7 +231,7 @@ stk =fwd(stk, f=F0.1,sr=sr) plot(FLStocks("No Discards"=noDiscards,"F0.1"=stk)) ``` -# Non stationarity +## Non stationarity Non stationarity is seen in many biological processes, what happens if future fecundity decreases? ```{r,fig.cap=""} @@ -264,7 +243,7 @@ poorFec=fwd(poorFec,f=F0.1,sr=sr) plot(FLStocks("Reduced \nFecundity"=poorFec,"F0.1"=stk)) ``` -Or there is a regime shift in the stock recruitment relationship? +Modelling regime shift in the stock recruitment relationship ```{r12,eval=FALSE,echo=FALSE} #### SRR regime shifts sr1=sr @@ -280,9 +259,9 @@ plot(stks) ``` -# Stochasticity +# Monte Carlo Simulations -Monte Carlo simulations based on future recruitment +Simulating process error in future recruitment ```{r,fig.cap=""} srDev=rlnorm(100,FLQuant(0,dimnames=list(year=2009:2020)),0.3) plot(srDev) @@ -313,21 +292,24 @@ hvt tac(stk,eql,hvt[[1]]) ``` +# fwdControl +fwdControl is a more flexible but fiddly way of setting up projections. For example to replicate the $F_{0.1}$ projection above requires setting up a fwdControl object. +fwdControl has 5 slots and sets up a systems of non-linear equations -# fwdControl -# fwdControl ## target ## trgtArray ## effort -## effArray +## effArray ## blocks -fwdControl is a more flexible but fiddly way of setting up projections. For example to replicate the $F_{0.1}$ projection above requires setting up a fwdControl object. +A nonlinear system of equations is a set of simultaneous equations in which the unknowns appear as variables of a function which is not a polynomial of degree one and the equations to be solved cannot be written as a linear combination of the unknown variables that appear in them. + +In fwd the variables correspond to the inputs (i.e. effort) to the system and the equations predict the outputs of the system, e.g. catch, SSB, Fishing mortality, etc. -This can be done using a constructor and a data.frame +fwdControl can be set up using a constructor with a data.frame ```{r,fig.cap=""} ctrl=fwdControl(data.frame(year =2009:2018, From d2dc74d1951bcecce71b6cbaf84a13388000a350 Mon Sep 17 00:00:00 2001 From: laurie Date: Sat, 1 Nov 2014 16:03:54 +0100 Subject: [PATCH 20/27] vignette updated --- vignettes/FLash.Rmd | 6 ++---- 1 file changed, 2 insertions(+), 4 deletions(-) diff --git a/vignettes/FLash.Rmd b/vignettes/FLash.Rmd index cfb6b06..c3825c0 100644 --- a/vignettes/FLash.Rmd +++ b/vignettes/FLash.Rmd @@ -89,10 +89,6 @@ ggplot(FLQuants(eql,"m","mat","stock.wt","catch.sel"))+ facet_wrap(~qname,scale="free_y") ``` -```{r,echo=FALSE} -stk=ple4 -``` - # Projecting First projections are made for F and catch, later we show how a variety of HCRs can be simulated. @@ -105,6 +101,8 @@ F0.1=FLQuant(refpts(eql)["f0.1","harvest",drop=T], Then project forward, note that sr is also required and that recruitment is determininistic. ```{r,fig.cap="Projection for $F_{0.1}$"} +stk=fwdWindow(ple4,end=2020,eql) + stk=fwd(stk,f=F0.1,sr=sr) plot(FLStocks("Historic"=ple4,"F0.1"=stk)) From fa920dfa51d88b0c1ab302af6773591bc48e6546 Mon Sep 17 00:00:00 2001 From: laurie Date: Sun, 2 Nov 2014 10:20:26 +0100 Subject: [PATCH 21/27] updated vignette --- vignettes/FLash.Rmd | 40 +++++++++++++++++++++------------------- 1 file changed, 21 insertions(+), 19 deletions(-) diff --git a/vignettes/FLash.Rmd b/vignettes/FLash.Rmd index c3825c0..d922592 100644 --- a/vignettes/FLash.Rmd +++ b/vignettes/FLash.Rmd @@ -21,12 +21,14 @@ opts_chunk$set(echo =TRUE, comment=NA, message=FALSE, tidy =FALSE, - warning=FALSE) + warning=FALSE, + fig.height=6, + fig.width =6) ``` -# Introduction +# Stock Projection -An important part of stock assessment is conducting stock projections to advise on management regulations e.g. catches, effort or changes to selection patterns. +An important part of stock assessment is conducting projections to advise on management regulations e.g. changes in catches, effort or selection pattern. While the precautionary approach requires harvest control rules (HCRs) to trigger pre-agreed conservation and management action based on limit and target reference points to ensure that management objectives are met. @@ -39,35 +41,29 @@ library(FLBRP) library(ggplotFL) ``` - ```{r,echo=FALSE} theme_set(theme_bw(6)) ``` -For the examples we use the ple4 FLSock object. -```{r,fig.cap=""} +For the examples we will use the ple4 FLSock object. + +```{r} data(ple4) ``` # Methods fwd is used to make future projections based on catch, effort and other quatities. -hcr sets a catch or fishing mortality based on current stock status and reference points. +fwdWindow sets up the future in the slots of the FLStock object. -Constraints can also be set (i.e. inter-annual bounds on TACs or effort), rules can have precendence, e.g. SSB must increase each year in a recovery plan is modelled. +Constraints can be set (i.e. inter-annual bounds on TACs or effort) and rules may have different components, e.g. in a recovery plan after setting a total allowable catch (TAC) SSB must increase each yea. This requires 4 stages, i) estimating F, ii) calculating the catch, iii) checking that SSB will increase and iv) adjusting the TAC. -fwdWindow sets up future dynamics of the FLStock object. - -fwdControl sets up the target options in the projections. It is very flexible but can be tricky to set up so there are a variety of methods for standard tasks, e.g. simulating a Harvest Control Rule (HCR) or running projections for F, catch and biomass target. +fwdControl can be used to set up target options in the projections. It is very flexible but is tricky to set up so there are a variety of methods for standard tasks, e.g. simulating a Harvest Control Rule (HCR) by using hcr based on current stock status and reference points. # fwdWindow -To perform a projection requires making assumptions about future processes such as growth and recruitment and any management effects on selectivity. -This requires extending an FLStock object using fwdWindow and an FLBRP object. In this way projections and equilibrium dynamics and reference points are consistent. - -```{r,eval=FALSE} -stk=fwdWindow(ple4,end=2020,eql) -``` +To perform a projection requires making assumptions about future processes such as growth and recruitment and any management effect on selectivity. +This requires extending an FLStock object using fwdWindow. -Recruitment is based on a stock recruitment relationship, this can be obtained by fitting to the historic time series. +Recruitment is based on a stock recruitment relationship, which can be obtained by fitting to the historic time series. ```{r,fig.cap=""} sr =as.FLSR(ple4,model="bevholt") @@ -83,12 +79,18 @@ plot(eql)+theme(legend.position="bottom") ``` and the future stock parameters -```{r,fig.cap="Stock Parameters in future projection"} +```{r,fig.height=4,fig.cap="Stock Parameters in future projection"} ggplot(FLQuants(eql,"m","mat","stock.wt","catch.sel"))+ geom_line(aes(age,data))+ facet_wrap(~qname,scale="free_y") ``` +This can be done with an FLBRP object ensuring that projections, equilibrium dynamics and reference points are consistent. + +```{r,eval=FALSE} +stk=fwdWindow(ple4,end=2020,eql) +``` + # Projecting First projections are made for F and catch, later we show how a variety of HCRs can be simulated. From 73a363e2757cccaeb97ed0c742ad374a6a6aa1e0 Mon Sep 17 00:00:00 2001 From: laurie Date: Sun, 2 Nov 2014 10:24:32 +0100 Subject: [PATCH 22/27] update vignette --- vignettes/FLash.Rmd | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/vignettes/FLash.Rmd b/vignettes/FLash.Rmd index d922592..5212eab 100644 --- a/vignettes/FLash.Rmd +++ b/vignettes/FLash.Rmd @@ -42,7 +42,7 @@ library(ggplotFL) ``` ```{r,echo=FALSE} -theme_set(theme_bw(6)) +theme_set(theme_bw(10)) ``` For the examples we will use the ple4 FLSock object. From 67e88f545dbe9f8412bc0b1b4922125cf7bd50eb Mon Sep 17 00:00:00 2001 From: laurie Date: Mon, 9 Feb 2015 09:22:45 +0100 Subject: [PATCH 23/27] fixed bug that meant iters in targetArray werent recycled correctly --- R/fwd.R | 10 +++++++--- R/hcr.R | 2 +- 2 files changed, 8 insertions(+), 4 deletions(-) diff --git a/R/fwd.R b/R/fwd.R index fc0f5b5..bd09196 100644 --- a/R/fwd.R +++ b/R/fwd.R @@ -168,8 +168,11 @@ setMethod("fwd", signature(object="FLStock", ctrl="missing"), dmns=dimnames(ctrl.@trgtArray) dmns$iter=dimnames(ctrl)$iter - ctrl.@trgtArray=array(c(ctrl),dim=unlist(lapply(dmns,length)),dimnames=dmns) + ctrl.@trgtArray=array(as.numeric(NA),dim=unlist(lapply(dmns,length)),dimnames=dmns) + dmns[[2]]="val" + ctrl.@trgtArray[,"val",][]=array(c(ctrl),dim=unlist(lapply(dmns,length)),dimnames=dmns) ctrl.@trgtArray[,c("min","max"),][]=NA + ctrl. } @@ -229,9 +232,10 @@ setMethod("fwd", signature(object="FLStock", ctrl="FLQuants"), setMethod("fwd", signature(object="FLStock", ctrl="FLQuant"), function(object, ctrl,quantity, - sr =NULL, sr.residuals=FLQuant(1,dimnames=dimnames(rec(object))), sr.residuals.mult=TRUE, + sr =NULL, sr.residuals=FLQuant(1,dimnames=dimnames(rec(object))), + sr.residuals.mult=TRUE, availability=NULL,maxF=2.0,...) - { + { ctrl.=apply(ctrl,1:5,mean,na.rm=TRUE) ctrl.=cbind(quantity=quantity,as.data.frame(ctrl.,drop=T)) names(ctrl.)[seq(dim(ctrl.)[2])[names(ctrl.)=="data"]]="val" diff --git a/R/hcr.R b/R/hcr.R index 8c64a4f..219cbd6 100644 --- a/R/hcr.R +++ b/R/hcr.R @@ -129,8 +129,8 @@ setMethod('hcr', signature(object='FLStock',refs='FLPar'), btrig=0.80*refs[,'ssb'], fmin =0.01*refs[,'harvest'], blim =0.40*refs[,'ssb']), - stkYrs=max(as.numeric(dimnames(ssb( object))$year)), refYrs=max(as.numeric(dimnames(catch(object))$year)), + stkYrs=refYrs, hcrYrs=max(as.numeric(dimnames(ssb( object))$year)), tac =FALSE, tacMn =TRUE, From 30f619ec73df30308ffd57b671ad99b503f9281f Mon Sep 17 00:00:00 2001 From: laurie Date: Mon, 9 Feb 2015 09:24:32 +0100 Subject: [PATCH 24/27] ignore ~ --- DESCRIPTION~ | 11 +++++++++++ 1 file changed, 11 insertions(+) create mode 100644 DESCRIPTION~ diff --git a/DESCRIPTION~ b/DESCRIPTION~ new file mode 100644 index 0000000..5c6c657 --- /dev/null +++ b/DESCRIPTION~ @@ -0,0 +1,11 @@ +Package: FLash +Title: Aaaaahhhhhhh +Version: 2.5.0 +VignetteBuilder: knitr +Author: Freddy Mercury +Description: Saviour of the universe +Depends: R(>= 2.15.0), FLCore(>= 2.5), methods +Suggests: knitr +Collate: fwdControl.R harvest.R setSRs.R validityFLSR.R FLCoreVarCon.R fwd.R pseuco.R truncVPA.R hcr.R +Maintainer: Prince Baron +License: GPL-2 From 36318d905218a4a4486f112ffac3a5a7d819302c Mon Sep 17 00:00:00 2001 From: laurie Date: Mon, 9 Feb 2015 09:25:15 +0100 Subject: [PATCH 25/27] ignore ~ --- NAMESPACE~ | 18 ++++++++++++++++++ 1 file changed, 18 insertions(+) create mode 100644 NAMESPACE~ diff --git a/NAMESPACE~ b/NAMESPACE~ new file mode 100644 index 0000000..4fd690c --- /dev/null +++ b/NAMESPACE~ @@ -0,0 +1,18 @@ +useDynLib("FLash") +import("FLCore") +export("SRchar2code") +exportClasses("fwdControl") +exportMethods( + "harvest", + "computeHarvest", + "fwd", + "fwdControl", + "+", + "show", + "setSR", + "hcr", + "tac") +export( + "CheckNor1", + "flqCon", + "flqVar") From 3d070b9e7ad61b055d48fa220889c6e03c9b1b30 Mon Sep 17 00:00:00 2001 From: laurie Date: Mon, 9 Feb 2015 09:26:28 +0100 Subject: [PATCH 26/27] fixed iter recycle bug --- vignettes/FLash.Rmd | 12 +++++++++--- 1 file changed, 9 insertions(+), 3 deletions(-) diff --git a/vignettes/FLash.Rmd b/vignettes/FLash.Rmd index 5212eab..523dbd8 100644 --- a/vignettes/FLash.Rmd +++ b/vignettes/FLash.Rmd @@ -12,10 +12,16 @@ output: rmarkdown::tufte_handout ```{r knitr_init, echo=FALSE, results="asis"} library(knitr) +#output: +# rmdformats::html_clean: +# fig_width: 6 +# fig_height: 6 +# highlight: pygments + ## Global options opts_chunk$set(echo =TRUE, eval =TRUE, - cache =FALSE, + cache =!FALSE, cache.path="cache/", prompt=FALSE, comment=NA, @@ -45,7 +51,7 @@ library(ggplotFL) theme_set(theme_bw(10)) ``` -For the examples we will use the ple4 FLSock object. +For the examples we will use the ple4 FLStock object. ```{r} data(ple4) @@ -285,7 +291,7 @@ stk=ple4 ``` ```{r} -source('~/Desktop/flr/git/FLash/R/hcr.R') +#source('~/Desktop/flr/git/FLash/R/hcr.R') hvt=hcr(stk,refpts(eql)["msy"]) hvt From 39ac17f453ea96934b6aeb81c885bbff2baa877f Mon Sep 17 00:00:00 2001 From: laurie Date: Mon, 9 Feb 2015 09:28:22 +0100 Subject: [PATCH 27/27] fixed iter recycle bug --- DESCRIPTION~ | 11 ----------- NAMESPACE~ | 18 ------------------ 2 files changed, 29 deletions(-) delete mode 100644 DESCRIPTION~ delete mode 100644 NAMESPACE~ diff --git a/DESCRIPTION~ b/DESCRIPTION~ deleted file mode 100644 index 5c6c657..0000000 --- a/DESCRIPTION~ +++ /dev/null @@ -1,11 +0,0 @@ -Package: FLash -Title: Aaaaahhhhhhh -Version: 2.5.0 -VignetteBuilder: knitr -Author: Freddy Mercury -Description: Saviour of the universe -Depends: R(>= 2.15.0), FLCore(>= 2.5), methods -Suggests: knitr -Collate: fwdControl.R harvest.R setSRs.R validityFLSR.R FLCoreVarCon.R fwd.R pseuco.R truncVPA.R hcr.R -Maintainer: Prince Baron -License: GPL-2 diff --git a/NAMESPACE~ b/NAMESPACE~ deleted file mode 100644 index 4fd690c..0000000 --- a/NAMESPACE~ +++ /dev/null @@ -1,18 +0,0 @@ -useDynLib("FLash") -import("FLCore") -export("SRchar2code") -exportClasses("fwdControl") -exportMethods( - "harvest", - "computeHarvest", - "fwd", - "fwdControl", - "+", - "show", - "setSR", - "hcr", - "tac") -export( - "CheckNor1", - "flqCon", - "flqVar")