fig2.zoomed.hydrograph <- function(all_data, cn1='Scenario 1', cn2='Scenario 2', export_path = '/tmp/') {
cn1 <- paste0('1: ', cn1)
cn2 <- paste0('2: ', cn2)
# Zoomed hydrograph in year of lowest 90-year flow -----
# Running scenario 1 calculations
f3_scenario1 <- zoo(all_data$`Scenario 1 Flow`, order.by = all_data$Date)
g2_scenario1 <- group2(f3_scenario1, year = 'water')
# Running scenairo 2 calculations
f3_scenario2 <- zoo(all_data$`Scenario 2 Flow`, order.by = all_data$Date)
g2_scenario2 <- group2(f3_scenario2, year = 'water')
yearly_scenario1_90DayMin <- g2_scenario1[,c(1,10)];
yearly_scenario2_90DayMin <- g2_scenario2[,c(1,10)];
low.year <- subset(yearly_scenario1_90DayMin, yearly_scenario1_90DayMin$`90 Day Min`==min(yearly_scenario1_90DayMin$`90 Day Min`));
low.year <- low.year$year;
low.year <- subset(all_data, year(all_data$Date)==low.year);
# Scaling using max/min
max <- max(c(max(low.year$`Scenario 1 Flow`), max(low.year$`Scenario 2 Flow`)), na.rm = TRUE);
min <- min(c(min(low.year$`Scenario 1 Flow`), min(low.year$`Scenario 2 Flow`)), na.rm = TRUE);
if (max > 10000){
max <- 100000
}else if (max > 1000){
max <- 10000
}else if (max > 100){
max <- 1000
}else if (max > 10){
max <- 100
}
if (min>100){
min<-100
}else if (min>10){
min<-10
}else
min<-1
if (min==100){
fixtheyscale<- scale_y_continuous(trans = log_trans(),
breaks = c(100, 1000, 10000, 100000),
limits=c(min,max))
}else if (min==10){
fixtheyscale<- scale_y_continuous(trans = log_trans(),
breaks = c(10, 100, 1000, 10000),
limits=c(min,max))
}else if (min==1){
fixtheyscale<- scale_y_continuous(trans = log_trans(),
breaks = c(1, 10, 100, 1000, 10000),
limits=c(min,max))
}else
fixtheyscale<- scale_y_continuous(trans = log_trans(), breaks = base_breaks(),
labels=scaleFUN, limits=c(min,max))
df <- data.frame(as.Date(low.year$Date), low.year$`Scenario 1 Flow`, low.year$`Scenario 2 Flow`);
colnames(df) <- c('Date', 'Scenario1', 'Scenario2')
options(scipen=5, width = 1400, height = 950)
myplot <- ggplot(df, aes(x=Date)) +
geom_line(aes(y=Scenario1, color=cn1), size=0.5) +
geom_line(aes(y=Scenario2, color=cn2), size=0.5)+
fixtheyscale+
theme_bw()+
theme(legend.position="top",
legend.title=element_blank(),
legend.box = "horizontal",
legend.background = element_rect(fill="white",
size=0.5, linetype="solid",
colour ="white"),
legend.text=element_text(size=12),
axis.text=element_text(size=11, colour="black"),
axis.title=element_text(size=14, colour="black"),
axis.line = element_line(colour = "black",
size = 0.5, linetype = "solid"),
axis.ticks = element_line(colour="black"),
panel.grid.major=element_line(colour = "light grey"),
panel.grid.minor=element_blank())+
scale_colour_manual(values=c("black","red"))+
guides(colour = guide_legend(override.aes = list(size=5)))+
labs(y = "Flow (cfs)")
outfile <- paste0(export_path,"fig2.png")
ggsave(outfile, plot = myplot, device = 'png', width = 8, height = 5.5, units = 'in')
print(paste('Fig. 2: Zoomed Hydrograph saved at location ', outfile, sep = ''))
}
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