ATM 315 Environmental Statistics Course 2014-01-23 1 Goto // Follow the link and then choose the...
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Transcript of ATM 315 Environmental Statistics Course 2014-01-23 1 Goto // Follow the link and then choose the...
1
Installing R-Studio on Windows 7 / Mac OS 10.6 (+)
ATM 315 Environmental Statistics Course 2014-01-23
• Goto http://www.rstudio.com/• Follow the link and then choose the desktop application• Download the R base package (see also next page) & R-Studio• Follow the instructions of the Installer
First download & installthe R base package
Then download & install RStudio
Follow the link
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Installing R from the CRAN project pages
ATM 315 Environmental Statistics Course 2014-01-23
www.cran.us.r-project.org
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A first session with R-Studio (Windows 7)
ATM 315 Environmental Statistics Course 2014-01-23
Command-line window
Multi-function Window
(for file browsing, plotting, Software package management …
Memory window: list of objectsCurrently in the memory for use
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A first session with R-Studio (Windows 7)
ATM 315 Environmental Statistics Course 2014-01-23
Menu list for the R-Studio:
(1) Set your work path for the Session (and current sessions)
Command-line window
Your files in the directory
I suggest for this course:Create your atm315course directorywith 3 sub-directories:(1) scripts(2) data(3) figures
R-scripts (programs) are plain text files with ending .R ( NOT formatted Word documents)
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Our first R-session
We first set the working directory for the session (in menu ‘session’, choose ‘set working directory’)
Or type into the command line window ( in windows it will start with C:/Users), MAC it will start with /Users/)
setwd("C:/Users/oe524132/WORK/111TEACHING/R-course")
Subdirectory ‘data’
Collection of datasets(input data and output data)
Subdirectory ‘scripts’
Contains the scripts.Scripts are text files ending ‘.R’They contain program codes that can be executed
Subdirectory ‘figures’
We will collect our plots in this directory
Your working directory should have three subdirectories:
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Our first R-session
With Windows File Browser tool / Mac Finder go into any directory of your choice Create a new folder (named e.g. “R-Course”). Then enter the folder and Create 3 new folders in there: “scripts” , “data”, “figures”
NEXT start R-Studio and set the working directory for the session (in menu ‘session’, choose ‘set working directory’) Or type into the command line window
(in windows it will start with C:/Users), MAC it will start with /Users/)
In my case the directory path in set setwd("C:/Users/oe524132/WORK/111TEACHING/R-course")
(your path name will differ of course on your system)
source(“scripts/hadcrut4.R”)
NOTE: R commands and scripts are case sensitve (i.e. the function call “Source(“scripts/hadcrut4.R)” doesn’t work!
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Our first R-session
We first set the working directory for the session (in menu ‘session’, choose ‘set working directory’)
Or type into the command line window ( in windows it will start with C:/Users), MAC it will start with /Users/)
setwd("C:/Users/oe524132/WORK/111TEACHING/R-course")
source(“scripts/hadcrut4.R”)
NOTE: R commands and scripts are case sensitve (i.e. the function call “Source(“scripts/hadcrut4.R)” doesn’t work!
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example001.R
Our first R-session: data types and objects
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example001.R
Our first R-session: data types and objects
example001.R
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example001.R
Our first R-session: data types and objects
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example001.R
Our first R-session: data types and objects
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HADCRUT4 global annual mean temperature anomalies
Global warming trend
Our first R-session
A good habit: give reference /credit to the data source and date of retrieval. Acknowledge the developers of thedata sources: Morice, C. P., J. J. Kennedy, N. A. Rayner, and P. D. Jones (2012),
J. Geophys. Res., 117, D08101, doi:10.1029/2011JD017187.
Data retrieved from http://www.metoffice.gov.uk/hadobs/hadcrut4/data/current/download.html2014-01-20, [Version HadCRUT.4.2.0.0 (file HadCRUT.4.2.0.0.annual_ns_avg.txt)]
Global warming stalled?
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Our first R-session script: hadcrut4.R
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example001.R
hadcrut4.R
Our first R-session: Global mean temp.
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NOTES