Appendix C — Resources
The following is a non-exhaustive list of additional resources you can use for continued learning on your open science journey.
C.1 Open Science Websites
- NCEAS Open Science for Synthesis workshop
- NCEAS Reproducible Research Techniques
- Open Science Foundation open science workshop
- Openscapes
- Openscapes Champions Lesson Series
- Supercharge your research: A 10 week plan for open data science
- ROpenSci guidance on creating a Code of Conduct
- NOAA Reproducible Reporting with R
- PeerJ collection on practical data science
C.2 Data Management Tools
C.3 TBEP R Trainings
C.4 R Lessons & Tutorials
- Software Carpentry: R for Reproducible Scientific Analysis
- Data Carpentry: Geospatial Workshop
- Data Carpentry: R for Data Analysis and Visualization of Ecological Data
- Data Carpentry: Data Organization in Spreadsheets
- R for Water Resources Data Science
- RStudio Webinars, many topics
- R For Cats: Basic introduction site, with cats!
- Topical cheatsheets from RStudio, also viewed from the help menu
- Cheatsheet from CRAN of base R functions
- Totally awesome R-related artwork by Allison Horst
- Color reference PDF with text names, Color cheatsheet PDF from NCEAS
C.5 R eBooks/Courses
- Jenny Bryan’s Stat545.com
- Garrett Grolemund and Hadley Wickham’s R For Data Science
- Chester Ismay and Albert Y. Kim’s Modern DiveR
- Julia Silge and David Robinson Text Mining with R
- Hadley Wickham’s Advanced R
- Hadley Wickham’s R for Data Science
- Yihui Xie R Markdown: The Definitive Guide
- Winston Chang R Graphics Cookbook
- Wegman et al. Remote Sensing and GIS for Ecologists: Using Open Source Software
- Lovelace et al. Geocomputation with R
- Edszer Pebesma and Roger Bivand Spatial Data Science