first commit

Plots/NS41 Plots Script.R

@@ -0,0 +1,53 @@
+# NS41 Plots
+# Michael D Cayton
+# August 23, 2023
+# Last update 08-23-2023
+
+library(lubridate)
+library(tidyverse)
+
+A <- read_table("ns41nT2019A.txt", 
+                          col_names = FALSE)
+B <- read_table("ns41nT2019B.txt", 
+                col_names = FALSE)
+C <- read_table("ns41nT2019C.txt", 
+                col_names = FALSE)
+D <- read_table("ns41nT2019D.txt", 
+                col_names = FALSE)
+View(B)
+
+A <- A %>% rename(Date=X1, Electron_Temperature=X2, Electron_Density=X3)
+B <- B %>% rename(Date=X1, Electron_Temperature=X2, Electron_Density=X3)
+C <- C %>% rename(Date=X1, Electron_Temperature=X2, Electron_Density=X3)
+D <- D %>% rename(Date=X1, Electron_Temperature=X2, Electron_Density=X3)
+
+A["Date"] <- lapply(A["Date"], function(x) as.Date(x ,origin="2019-01-01"))
+B["Date"] <- lapply(B["Date"], function(x) as.Date(x ,origin="2019-01-01"))
+C["Date"] <- lapply(C["Date"], function(x) as.Date(x ,origin="2019-01-01"))
+D["Date"] <- lapply(D["Date"], function(x) as.Date(x ,origin="2019-01-01"))
+
+
+ggplot() +
+  geom_line(data=A, aes(x=Date, y=Electron_Temperature, colour="A")) +
+  geom_line(data=B, aes(x=Date, y=Electron_Temperature, colour="B")) +
+  geom_line(data=C, aes(x=Date, y=Electron_Temperature, colour="C")) +
+  geom_line(data=D, aes(x=Date, y=Electron_Temperature, colour="D")) +
+  scale_color_manual(name="Group", values=c("A"="red", "B"="green", "C"="blue", "D"="purple")) +
+  scale_x_date(date_labels = "%m-%d-%y") +
+  theme_bw() +
+  guides() +
+  ggtitle("Electron Temperature at 4 Magnetic-equator Crossings during 20 Oct 2019 through 15 Feb 2020") +
+  ylab("Electron temperature:  MeV")
+  
+ggplot() +
+  geom_line(data=A, aes(x=Date, y=Electron_Density, colour="A")) +
+  geom_line(data=B, aes(x=Date, y=Electron_Density, colour="B")) +
+  geom_line(data=C, aes(x=Date, y=Electron_Density, colour="C")) +
+  geom_line(data=D, aes(x=Date, y=Electron_Density, colour="D")) +
+  scale_color_manual(name="Group", values=c("A"="red", "B"="green", "C"="blue", "D"="purple")) +
+  scale_x_date(date_labels = "%m-%d-%y") +
+  scale_y_log10() +
+  theme_bw() +
+  guides() +
+  ggtitle("Electron Density at 4 Magnetic-equator Crossings during 20 Oct 2019 through 15 Feb 2020") +
+  ylab(" Electron density e/cm**3")