Created
February 12, 2019 11:01
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Small script to create a simulation of linear sealevel rise under different speeds.
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library(tidyr) | |
library(ggplot2) | |
# I look at 4 different rates here. The rate for the period 2000-2018 was approximately 3 mm / year. | |
rates <- c(0.15,0.2,0.3, 0.4) | |
# This creates a tibble (dataset) with the sea level rise until 2100 depending on the rate | |
mydata <- tibble( | |
years = seq(2018,2100, by=1), | |
slow = seq_along(years)*rates[1], | |
medium = seq_along(years)*rates[2], | |
fast = seq_along(years)*rates[3], | |
lightning = seq_along(years)*rates[4] | |
) %>% | |
gather(key="tempo", value="increase",slow,medium,fast,lightning) %>% | |
mutate(tempo=factor(tempo, | |
levels = rev(c('slow','medium','fast','lightning')), | |
labels = rev(c("1.5 mm/y", "2 mm/y", "3 mm/y", "4 mm/y")))) | |
# This creates the plot | |
ggplot(mydata,aes(x=years,y=increase, fill=tempo)) + | |
geom_area(position = "identity", alpha = 0.8) + | |
geom_hline(yintercept = 10, col = "red", lwd = 1) + | |
geom_segment(x=2050, xend = 2050, y= 0, yend = 10) + | |
geom_segment(x=2085, xend = 2085, y= 0, yend = 10) + | |
labs(y="Increase in cm") + | |
ggtitle("Total sea level rise with different (linear) speeds") | |
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The result :