Data
The data used in this report is taken from this link.
read_cru_hemi <- function(filename) {
# read in whole file as table
tab <- read.table(filename,fill=TRUE)
nrows <- nrow(tab)
# create frame
hemi <- data.frame(
year=tab[seq(1,nrows,2),1],
annual=tab[seq(1,nrows,2),14],
month=array(tab[seq(1,nrows,2),2:13]),
cover=array(tab[seq(2,nrows,2),2:13])
)
}
url_dat <- "https://crudata.uea.ac.uk/cru/data/temperature/HadCRUT4-gl.dat"
temp_dat <- read_cru_hemi(url_dat)
min_year <- 1850
max_year <-2019
mo <- month(seq(as.Date("2000/1/1"), as.Date("2000/12/1"), "months"), label = TRUE, abbr = TRUE) %>% as.character()
temp_monthly <-
temp_dat %>%
select(-annual, -starts_with("cover")) %>%
pivot_longer(cols = starts_with("month"), names_to = "month", values_to = "anomaly",names_prefix = "month.")%>%
mutate(month = as.numeric(month)) %>%
filter(between(year, min_year,max_year))
p<-
temp_monthly %>%
ggplot(aes(x=month, y=anomaly, color=year, group=year))+
geom_line(alpha = 0.6, size = 0.8)+
scale_color_gradient(low="royalblue", high="yellow", limits=c(min_year, max_year), guide = NULL) +
geom_hline(yintercept=1.5, color="red", lty=2, size = 1.5) +
geom_hline(yintercept=2, color="red", lty=1, size = 2)+
scale_x_continuous(breaks=1:12, labels = mo) +
scale_y_continuous(labels=NULL, breaks=NULL)+
#geom_label(data = temp_monthly, aes(x = 1, y = -1.5, label = year), color = "white",fill="grey20", label.size = 0) +
annotate(x=1, y=1.5, geom="label", label="1.5C", fill="grey20", color = "red", label.size = 0, size = 5) +
annotate(x=1, y=2, geom="label", label="2.0C", fill="grey20", color = "red", label.size=0, size = 5) +
theme_minimal()+
theme(plot.background = element_rect(fill = "grey20"),
axis.text.x = element_text(color = "white", size = 14),
title = element_text(color = "white", size = 14),
panel.grid = element_blank()
)+
labs(x="", y="", title = "Global Temperatures Change: {frame_along}",caption = "Made in R by Alex L.")+
coord_polar()+
transition_reveal(year)
if (FALSE){
animate(p,duration = 30,fps = 10)
anim_save("climate.gif")
}else{
animate(p, duration = 30,fps = 10, renderer = ffmpeg_renderer(options = list(loglevel = 'quiet')))
}
NA
NA
NA
temp_monthly %>%
ggplot(aes(x=month, y=anomaly, color=year, group=year))+
geom_line(alpha = 0.6, size = 0.8)+
scale_color_gradient(low="royalblue", high="yellow", limits=c(min_year, max_year), guide = NULL) +
geom_hline(yintercept=1.5, color="red", lty=2, size = 1.5) +
geom_hline(yintercept=2, color="red", lty=1, size = 2)+
scale_x_continuous(breaks=1:12, labels = mo) +
scale_y_continuous(labels=NULL, breaks=NULL)+
#geom_label(data = temp_monthly, aes(x = 1, y = -1.5, label = year), color = "white",fill="grey20", label.size = 0) +
annotate(x=1, y=1.5, geom="label", label="1.5C", fill="grey20", color = "red", label.size = 0, size = 5) +
annotate(x=1, y=2, geom="label", label="2.0C", fill="grey20", color = "red", label.size=0, size = 5) +
theme_minimal()+
theme(plot.background = element_rect(fill = "grey20"),
axis.text.x = element_text(color = "white", size = 14),
title = element_text(color = "white", size = 14),
panel.grid = element_blank()
)+
labs(x="", y="", title = "Global Temperatures Change: {frame_along}",caption = "Made in R by Alex L.")
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)
url_co2<- "ftp://aftp.cmdl.noaa.gov/products/trends/co2/co2_mm_gl.txt"
temp_monthly %>%
group_by(year) %>%
summarise(anomaly = mean(anomaly)) %>%
mutate(isPositive = anomaly > 0) %>%
ungroup() %>%
ggplot(aes(year, anomaly))+
geom_col(aes(fill = isPositive), alpha = 0.6, width = 1)+
scale_fill_manual(values = c("blue", "red"), guide = NULL)+
theme_bw()+
scale_x_continuous(breaks = pretty_breaks(10))+
scale_y_continuous(breaks = pretty_breaks(10))+
labs(x="",
y = "Temperature Change [deg C]",
title = glue("Global Temperatures Change ({min_year}-{max_year})"))
![](data:image/png;base64,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)
NA
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