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add simualte length age conversion code
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working_dir <- getwd() | ||
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maindir <- tempdir() | ||
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AtoL <- function(a_f,Linf_f,K_f,a_0){ | ||
L <- Linf_f*(1-exp(-K_f*(a_f-a_0))) | ||
} | ||
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amax <- 12 | ||
Linf <- 80 | ||
K <- 0.18 | ||
a0 <- -1.36 | ||
amin <- 1 | ||
cv <- 0.005 | ||
ages <- 1:amax | ||
len_bins <- 22:75 | ||
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mean_length_age <- AtoL(1:amax,Linf,K,a0) | ||
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om_input_list <- list("amax" = amax, "Linf" = Linf, "K" = K, "a0" = a0, "amin" = amin, "cv" = cv, "ages" = ages, "len_bins" = len_bins) | ||
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length_age_conversion <- matrix(NA,nrow=length(ages),ncol=length(len_bins)) | ||
for(i in seq_along(ages)){ | ||
#Calculate mean length at age to spread lengths around | ||
mean_length <- AtoL(ages[i],Linf,K,a0) | ||
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#Calculate the cumulative proportion shorter than each composition length | ||
temp_len_probs<-pnorm(q=len_bins,mean=mean_length,sd=mean_length*cv) | ||
#Reset the first length proportion to zero so the first bin includes all | ||
#density smaller than that bin | ||
temp_len_probs[1]<-0 | ||
#subtract the offset length probabilities to calculate the proportion in each | ||
#bin. For each length bin the proportion is how many fish are larger than this | ||
#length but shorter than the next bin length. | ||
temp_len_probs <- c(temp_len_probs[-1],1)-temp_len_probs | ||
length_age_conversion[i,] <- temp_len_probs | ||
} | ||
colnames(length_age_conversion) <- len_bins | ||
rownames(length_age_conversion) <- ages | ||
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on.exit(unlink(maindir, recursive = TRUE), add = TRUE) | ||
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setwd(working_dir) | ||
on.exit(setwd(working_dir), add = TRUE) | ||
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save(om_input_list, length_age_conversion, | ||
file = test_path("fixtures", "length_test_data.RData") | ||
) |