Watch the Recording

Links to resources shared during the presentations

• tidyr cheatsheet: https://rstudio.github.io/cheatsheets/tidyr.pdf
• dplyr cheatsheet: https://nyu-cdsc.github.io/learningr/assets/data-transformation.pdf
• ggplot2 cheatsheet: https://github.com/rstudio/cheatsheets/blob/main/data-visualization.pdf
• R Graph Gallery: https://r-graph-gallery.com/
• Accessible Color Palette Generator: https://venngage.com/tools/accessible-color-palette-generator
• google “hex colors” to find your own colors and make custom color palettes
• Mapping basics: SFS GIS R | Basic Mapping
• EPSG codes: Spatial Reference List — Spatial Reference
• sf library github: Simple Features for R • sf
• sf library cheatsheet: cheatsheets/sf.pdf at main · rstudio/cheatsheets · GitHub
• pch shape codes: https://www.sthda.com/english/wiki/r-plot-pch-symbols-the-different-point-shapes-available-in-r?title=r-plot-pch-symbols-the-different-point-shapes-available-in-r
• Leaflet:  Interactive maps with leaflet in R [Complete Guide] | R CHARTS
• R for data science: R for Data Science (2e)
• Klamath Basin Fisheries Collaborative
• Pacific Salmon Foundation Dashboards

Ready to turbocharge your research? Dive into the world of R, the open-source programming language that’s revolutionizing how scientists work. Whether you’re a budding biologist or a seasoned pro, our dynamic webinar is your ticket to mastering R. To wrap up the series, we’ve invited a few folks from other regional systems to give us a brief overview of some of their tools. Join us for the fifth and final session in the FMWG PIT Tag & Data Analysis 2025 Webinar Series.

• Beyond PTAGIS: Using R for biological data management, visualization, and reporting – Jennifer Fredrickson, Jennifer Rowe; U.S. Geological Survey Forest and Rangeland Ecosystem Science Center
• LIGHTNING TALKS:
  • Klamath Basin Fisheries Collaborative Database – Monica Diaz, Pacific States Marine Fisheries Commission
  • Bottlenecks to Survival Data System & Orphan Tag Database – Brahm White-Gluz, Pacific Salmon Foundation
  • Using PIT tags to guide salmon recovery in the Green River – Chris Gregersen, King County

Each session is 90 minutes long; we will also host an optional 30-minute “office hours” after each session where participants can get additional help from the presenters. Note, if there are no further questions during the “office hours”, we will conclude the session.

See the FMWG 2025 Webinar Series Program V2 for presentation abstracts.