first commit

2024-05-15 20:02:16 -06:00
commit 2f41835c36
1034 changed files with 297835 additions and 0 deletions
--- a/Plots/.Rhistory
+++ b/Plots/.Rhistory
@@ -0,0 +1,332 @@
+library(readr)
+ns41nT2019A <- read_table("ns41nT2019A.txt",
+col_types = cols(`293.094583` = col_double()))
+View(ns41nT2019A)
+format(date_decimal(306.0529))
+library(lubridate)
+format(date_decimal(306.0529))
+format(date_decimal(306.0529), %Y/%m/%d)
+format(date_decimal(306.0529), "%Y/%m/%d")
+format(date_decimal(2019.3060529), "%Y/%m/%d")
+format(date_decimal(306.0529), "%m/%d")
+294.0918/365
+format(date_decimal(2019.080573), "%Y/%m/%d")
+format(date_decimal(2019.80573), "%Y/%m/%d")
+294/365
+format(date_decimal(2019.8054795), "%Y/%m/%d")
+295.0890/365
+format(date_decimal(2019.808463), "%Y/%m/%d")
+p<-year(2019)+days(294.0918)
+days(294.0918)
+year(2019)
+ddays(294.0918)
+p<-dyear(2019)+ddays(294.0918)
+p<-dyears(2019)+ddays(294.0918)
+p
+p<-days(294.0918)
+year(2019)
+year(2019, origin=2019)
+as.date(294.0918, origin="2019-01-01")
+as.Date(294.0918, origin="2019-01-01")
+as_datetime(294.0918, origin="2019-01-01")
+as_datetime(ddays(294.0918), origin="2019-01-01")
+library(lubridate)
+library(tidyverse)
+ns41nT2019A <- read_table("ns41nT2019A.txt",
+     col_types = cols(`293.094583` = col_double()))
+ns41nT2019A <- read_table("ns41nT2019A.txt", col_types = cols(`293.094583` = col_double()))
+ns41nT2019A <- read_table("ns41nT2019A.txt")
+ns41nT2019A <- read_table("ns41nT2019A.txt")
+View(ns41nT2019A)
+ns41nT2019A <- read_table("ns41nT2019A.txt",
+col_names = FALSE)
+View(ns41nT2019A)
+A <- read_table("ns41nT2019A.txt",
+col_names = FALSE)
+View(A)
+A <- A>%> rename_all("Date", "Electron Temperature", "Electron Density")
+A <- A %>% rename_all("Date", "Electron Temperature", "Electron Density")
+A <- A %>% rename(Date=X1, Electron_Temperature=X2, Electron_Density=X3)
+sapply(A, as.Date(A[Date], origin="2019-01-01"))
+sapply(A, as.Date(A[Date], origin="2019-01-01"))
+A["Date"]
+sapply(A["Date"], as.Date(A[Date], origin="2019-01-01"))
+lapply(A["Date"], as.Date(A[Date], origin="2019-01-01"))
+lapply(A["Date"], as.Date(A["Date"], origin="2019-01-01"))
+as.Date(A["Date"])
+as.Date(A["Date"], origin="2019-01-01")
+as.Date(A, origin="2019-01-01")
+as.Date(A[0], origin="2019-01-01")
+lapply(A["Date"], as.Date(origin="2019-01-01"))
+lapply(A["Date"], function(x) as.Date(x ,origin="2019-01-01"))
+A["Date"] <- lapply(A["Date"], function(x) as.Date(x ,origin="2019-01-01"))
+View(A)
+A
+ggplot(A, aes(Electron_Temperature, Electron_Density))
+ggplot(A, aes(Electron_Temperature, Electron_Density)) +
+geom_line()
+ggplot(A, aes(A["Date"], Electron_Density)) +
+geom_line()
+ggplot(A, aes(Date, Electron_Density)) +
+geom_line()
+ggplot(A, aes(Date, Electron_Temperature)) +
+geom_line()
+ggplot(A, aes(Date, Electron_Density)) +
+geom_line()
+ggplot(A, aes(Date, Electron_Density)) +
+geom_line() +
+scale_x_log10()
+ggplot(A, aes(Electron_Density, Date)) +
+geom_line() +
+scale_x_log10()
+ggplot(A, aes(Date, Electron_Density)) +
+geom_line() +
+scale_y_log10
+ggplot(A, aes(Date, Electron_Density)) +
+geom_line() +
+scale_y_log10()
+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)
+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(A, aes(Date, Electron_Temperature)) +
+geom_line(B, aes(Date, Electron_Temperature))
+ggplot() +
+geom_line(A, aes(Date, Electron_Temperature))
+ggplot() +
+geom_line(A, aes(A, Date, Electron_Temperature), color='red')
+ggplot() +
+geom_line(A, aes(Date, Electron_Temperature), color='red')
+ggplot() +
+geom_line(data=A, aes(x=Date, y=Electron_Temperature), color='red')
+ggplot() +
+geom_line(data=A, aes(x=Date, y=Electron_Temperature), color='red') +
+geom_line(data=B, aes(x=Date, y=Electron_Temperature), color='green') +
+geom_line(data=C, aes(x=Date, y=Electron_Temperature), color='blue') +
+geom_line(data=D, aes(x=Date, y=Electron_Temperature), color='purple')
+View(c)
+View(C)
+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)
+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"))
+C <- C %>% rename(Date=X1, Electron_Temperature=X2, Electron_Density=X3)
+C["Date"] <- lapply(C["Date"], function(x) as.Date(x ,origin="2019-01-01"))
+ggplot() +
+geom_line(data=A, aes(x=Date, y=Electron_Temperature), color='red') +
+geom_line(data=B, aes(x=Date, y=Electron_Temperature), color='green') +
+geom_line(data=C, aes(x=Date, y=Electron_Temperature), color='blue') +
+geom_line(data=D, aes(x=Date, y=Electron_Temperature), color='purple')
+ggplot() +
+geom_line(data=A, aes(x=Date, y=Electron_Temperature), color='red') +
+geom_line(data=B, aes(x=Date, y=Electron_Temperature), color='green') +
+geom_line(data=C, aes(x=Date, y=Electron_Temperature), color='blue') +
+geom_line(data=D, aes(x=Date, y=Electron_Temperature), color='purple') +
+theme_classic()
+ggplot() +
+geom_line(data=A, aes(x=Date, y=Electron_Temperature), color='red') +
+geom_line(data=B, aes(x=Date, y=Electron_Temperature), color='green') +
+geom_line(data=C, aes(x=Date, y=Electron_Temperature), color='blue') +
+geom_line(data=D, aes(x=Date, y=Electron_Temperature), color='purple') +
+theme_bw()
+ggplot() +
+geom_line(data=A, aes(x=Date, y=Electron_Temperature), color='red') +
+geom_line(data=B, aes(x=Date, y=Electron_Temperature), color='green') +
+geom_line(data=C, aes(x=Date, y=Electron_Temperature), color='blue') +
+geom_line(data=D, aes(x=Date, y=Electron_Temperature), color='purple') +
+theme_bw() +
+ggtitle("Electron Temperature at 4 Magnetic-equator Crossings during 20 Oct 2019 through 15 Feb 2020")
+ggplot() +
+geom_line(data=A, aes(x=Date, y=Electron_Temperature), color='red') +
+geom_line(data=B, aes(x=Date, y=Electron_Temperature), color='green') +
+geom_line(data=C, aes(x=Date, y=Electron_Temperature), color='blue') +
+geom_line(data=D, aes(x=Date, y=Electron_Temperature), color='purple') +
+theme_bw() +
+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_Temperature), color='red') +
+geom_line(data=B, aes(x=Date, y=Electron_Temperature), color='brown') +
+geom_line(data=C, aes(x=Date, y=Electron_Temperature), color='blue') +
+geom_line(data=D, aes(x=Date, y=Electron_Temperature), color='purple') +
+theme_bw() +
+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_Temperature), color='red') +
+geom_line(data=B, aes(x=Date, y=Electron_Temperature), color='orange') +
+geom_line(data=C, aes(x=Date, y=Electron_Temperature), color='blue') +
+geom_line(data=D, aes(x=Date, y=Electron_Temperature), color='purple') +
+theme_bw() +
+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_Temperature), color='red') +
+geom_line(data=B, aes(x=Date, y=Electron_Temperature), color='green') +
+geom_line(data=C, aes(x=Date, y=Electron_Temperature), color='blue') +
+geom_line(data=D, aes(x=Date, y=Electron_Temperature), color='purple') +
+theme_bw() +
+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_Temperature), color='red') +
+geom_line(data=B, aes(x=Date, y=Electron_Temperature), color='green') +
+geom_line(data=C, aes(x=Date, y=Electron_Temperature), color='blue') +
+geom_line(data=D, aes(x=Date, y=Electron_Temperature), color='purple') +
+theme_bw(legend.position="right") +
+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_Temperature), color='red') +
+geom_line(data=B, aes(x=Date, y=Electron_Temperature), color='green') +
+geom_line(data=C, aes(x=Date, y=Electron_Temperature), color='blue') +
+geom_line(data=D, aes(x=Date, y=Electron_Temperature), color='purple') +
+theme_bw(legend.position="bottom") +
+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_Temperature), color='red') +
+geom_line(data=B, aes(x=Date, y=Electron_Temperature), color='green') +
+geom_line(data=C, aes(x=Date, y=Electron_Temperature), color='blue') +
+geom_line(data=D, aes(x=Date, y=Electron_Temperature), color='purple') +
+theme_bw(legend.position="bottom") +
+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_Temperature), color='red') +
+geom_line(data=B, aes(x=Date, y=Electron_Temperature), color='green') +
+geom_line(data=C, aes(x=Date, y=Electron_Temperature), color='blue') +
+geom_line(data=D, aes(x=Date, y=Electron_Temperature), color='purple') +
+theme_bw() +
+theme(legend.position="bottom") +
+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_Temperature), color='red') +
+geom_line(data=B, aes(x=Date, y=Electron_Temperature), color='green') +
+geom_line(data=C, aes(x=Date, y=Electron_Temperature), color='blue') +
+geom_line(data=D, aes(x=Date, y=Electron_Temperature), color='purple') +
+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_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"))
+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")) +
+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_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 = "%b%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_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") +
+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")
+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")
+library(readr)
+LA_Weather_Data <- read_csv("C:/Users/mdcay/Desktop/LA_Weather_Data.csv")
+View(LA_Weather_Data)
+ggplot() +
+geom_line(data=LA_Weather_Data, aes(x=Date, y=tmax, colour="A")) +
+geom_line(data=LA_Weather_Data, aes(x=Date, y=tmin, colour="B")) +
+scale_color_manual(name="Group", values=c("A"="red", "B"="green")) +
+scale_x_date(date_labels = "%m-%d-%y") +
+theme_bw() +
+guides() +
+ggtitle("Los Alamos Temperatures")
+library(tidyverse)
+ggplot() +
+geom_line(data=LA_Weather_Data, aes(x=Date, y=tmax, colour="A")) +
+geom_line(data=LA_Weather_Data, aes(x=Date, y=tmin, colour="B")) +
+scale_color_manual(name="Group", values=c("A"="red", "B"="green")) +
+scale_x_date(date_labels = "%m-%d-%y") +
+theme_bw() +
+guides() +
+ggtitle("Los Alamos Temperatures")
+ggplot() +
+geom_line(data=LA_Weather_Data, aes(x=Date, y=TMAX, colour="A")) +
+geom_line(data=LA_Weather_Data, aes(x=Date, y=TMIN, colour="B")) +
+scale_color_manual(name="Group", values=c("A"="red", "B"="green")) +
+scale_x_date(date_labels = "%m-%d-%y") +
+theme_bw() +
+guides() +
+ggtitle("Los Alamos Temperatures")
+ggplot() +
+geom_line(data=LA_Weather_Data, aes(x=DATE, y=TMAX, colour="A")) +
+geom_line(data=LA_Weather_Data, aes(x=DATE, y=TMIN, colour="B")) +
+scale_color_manual(name="Group", values=c("A"="red", "B"="green")) +
+scale_x_date(date_labels = "%m-%d-%y") +
+theme_bw() +
+guides() +
+ggtitle("Los Alamos Temperatures")