About
Home
Preface
Book Contents
Chapter introductions
Computer Code
R Code
YouTube Tutorial for R
Python Code
YouTube Tutorials for Python
Datasets
Master dataset for the book
Additional Datasets
Resources
Figures and Slides
Addtional Excercises
Data Visualization
Sample Syllabi
Errata and New Material
News
Send Us Feedback
About
Home
Preface
Book Contents
Chapter introductions
Computer Code
R Code
YouTube Tutorial for R
Python Code
YouTube Tutorials for Python
Datasets
Master dataset for the book
Additional Datasets
Resources
Figures and Slides
Addtional Excercises
Data Visualization
Sample Syllabi
Errata and New Material
News
Send Us Feedback
R Codes for Climate Mathematics
1. R code for the entire book for either RStudio or R console
: Version 1.0, August 2018
Steps To Download:
(i) Right Click on the link
(ii) Select "Save link as"
(iii) Choose your destination folder and click OK.
2. Chapter-by-Chapter R Code: Version 2.0, June 2022
Chapter 2: Basics of R Programming
Chapter 3: Basic Statistical Methods for Climate Data Analysis
Chapter 4: Climate Data Matrices and Linear Algebra
Chapter 5: Energy Balance Models for Climate
Chapter 6: Calculus Applications to Climate Science I: Derivatives
Chapter 9: R Graphics for Climate Science
Chapter 10: Advanced R Analysis and Plotting: EOFs, Trends, and Global Data
Chapter 11: R Analysis of Incomplete Climate Data
3. Chapter-by-Chapter R Mark Down (.Rmd) Files Download: Version 2.0, June 2022
Chapter 2: Basics of R Programming
Chapter 3: Basic Statistical Methods for Climate Data Analysis
Chapter 4: Climate Data Matrices and Linear Algebra
Chapter 5: Energy Balance Models for Climate
Chapter 6: Calculus Applications to Climate Science I: Derivatives
Chapter 9: R Graphics for Climate Science
Chapter 10: Advanced R Analysis and Plotting: EOFs, Trends, and Global Data
Chapter 11: R Analysis of Incomplete Climate Data
Citation:
Shen, S.S.P., and R.C.J. Somerville, 2019:
Climate Mathematics: Theory and Applications
,
Cambridge University Press, Cambridge, United Kingdom, 391pp.