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clean up code
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Brendan Turley committed Jun 11, 2024
1 parent ebb075c commit 4f6603c
Showing 1 changed file with 4 additions and 36 deletions.
40 changes: 4 additions & 36 deletions indicator_processing/automated_download/sst.R
Original file line number Diff line number Diff line change
@@ -1,4 +1,3 @@

# fix for dealing with internet timeout error
# https://stackoverflow.com/questions/68666187/internetopenurl-failed-a-connection-with-the-server-could-not-be-established

Expand All @@ -12,9 +11,6 @@ library(rerddap)

load("indicator_processing/spec_file.RData")

# devtools::install_github("mdsumner/ncdf4")
# library(ncdf4)

# define years --------------------------------
styear <- 1982
enyear <- terminal_year
Expand All @@ -23,8 +19,6 @@ enyear <- terminal_year
sst <- info('ncdcOisst21Agg_LonPM180') # this may work better

# empty data -------------------------------------------------
# dat <- data.frame(row.names = c("year", "mon", "PR_mean", "PR_min", "PR_max", "VI_mean", "VI_min", "VI_max"))

dat <- setNames(data.frame(matrix(NA,length(styear:enyear)*12,5)),
c("year", "mon", 'mean', 'min', 'max'))
m <- 1
Expand All @@ -46,35 +40,10 @@ for (yr in styear:enyear) {
n <- n + 12
dat[m:n,] <- data.frame(sst_agg[,1:2], unlist(sst_agg[,3]))
m <- n + 1

# # url from ERDDAP for OISST, download and read ----------------
# url <- paste0("https://coastwatch.pfeg.noaa.gov/erddap/griddap/ncdcOisst21Agg.csv?sst[(", yr, "-01-01T12:00:00Z):1:(", yr, "-12-31T12:00:00Z)][(0.0):1:(0.0)][(17):1:(19)][(292):1:(296)]")
#
# # url_vi <- paste0("https://coastwatch.pfeg.noaa.gov/erddap/griddap/ncdcOisst21Agg.csv?sst[(", yr, "-01-01T12:00:00Z):1:(", yr, "-12-31T12:00:00Z)][(0.0):1:(0.0)][(17):1:(19)][(294.75):1:(296)]")
# # url_pr <- paste0("https://coastwatch.pfeg.noaa.gov/erddap/griddap/ncdcOisst21Agg.csv?sst[(", yr, "-01-01T12:00:00Z):1:(", yr, "-12-31T12:00:00Z)][(0.0):1:(0.0)][(17):1:(19)][(292):1:(294.75)]")
# # download for entire Caribbean because USVI and PR highly correlated.
# download.file(url = url, destfile = "st.csv")
#
# labs <- read.table("st.csv", sep = ",", header = T, skip = 0)
# sst_vi <- read.table("st.csv", sep = ",", header = T, skip = 1)
# names(sst_vi) <- names(labs)
#
# # extract month -----------------------------------------------
# sst_vi$mon <- strftime(sst_vi$time, format = "%m")
#
# # calculate mean, min, max and concatenate --------------------
# ind_vi <- as.numeric(tapply(sst_vi$sst, sst_vi$mon, mean, na.rm = T))
# min_vi <- as.numeric(tapply(sst_vi$sst, sst_vi$mon, min, na.rm = T))
# max_vi <- as.numeric(tapply(sst_vi$sst, sst_vi$mon, max, na.rm = T))
#
# tempdat <- data.frame(yr, unique(sst_vi$mon), ind_vi, min_vi, max_vi, stringsAsFactors = F)
# dat <- data.frame(rbind(dat, tempdat), stringsAsFactors = F)
}

# file.remove("st.csv")
}

# add row names and yearmonth column --------------------------
# names(dat) <- c("year", "mon", "mean", "min", "max")
# add yearmonth column --------------------------
dat$yrmon <- paste0(dat$mon, "-", dat$year)
dat
head(dat)
Expand All @@ -83,21 +52,20 @@ tail(dat)
# check outputs and look at correlations ---------------------
table(dat$year)
table(dat$mon)
matplot(dat[3:5], type = "l") #, col = c(4, 4, 4, 2, 2, 2), lty = c(1, 2, 3, 1, 2, 3))
matplot(dat[3:5], type = "l")
cor(dat[3:5])
plot(dat[3:5])

# format into indicator object ------------------

labs <- c(rep("U.S. Caribbean sea surface temperature", 3), rep("degrees Celsius", 3),
"monthly mean", "monthly minimum", "monthly maximum")
# "Puerto Rico - mean", "USVI - mean", "Puerto Rico - monthly minimum", "USVI - monthly minimum", "Puerto Rico - monthly maximum", "USVI - monthly maximum")

indnames <- data.frame(matrix(labs, nrow = 3, byrow = T))
inddata <- data.frame(dat[c(3:5)])
datdata <- dat$yrmon

s <- list(labels = indnames, indicators = inddata, datelist = datdata) #, ulim = ulidata, llim = llidata)
s <- list(labels = indnames, indicators = inddata, datelist = datdata)
class(s) <- "indicatordata"
s

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