NGA LTER Open Science Resources

Links to More Information

Open Science / Reproducible Research

• Open Science now: A systematic literature review for an integrated definition. Ruben Vicente-Saez & Clara Martinez-Fuentes, 2018
• The Open Science Training Handbook,

Data Life Cycle etc.

• DataONE’s Best Practices of Data Management

Process

• Karl Broman’s Initial Steps toward Reproducible Research
• Journal Articles
  • Wilson G, Bryan J, Cranston K, Kitzes J, Nederbragt L, Teal TK. “Good enough practices in scientific computing”. PLoS Comput Biol. 2017 Jun 22;13(6):e1005510. doi: 10.1371/journal.pcbi.1005510. PMID: 28640806; PMCID: PMC5480810.

Project and Data Organization

• Openscape’s Tidy data for efficiency, reproducibility, and collaboration
• Data Carpentries
  • Data Carpentry for Biologists: Tidy Data
  • Data Organization in Spreadsheets for Ecologists
• Journal Articles
  • Wickham, H (2014). “Tidy Data”. Journal of Statistical Software 58 (10). jstatsoft.org/v59/i10/