Summary and Setup

Welcome to the Intro to Geospatial Raster and Vector data workshop for the Minorities in Shark Sciences group!

We have a fun workshop planned for you all.

In addition to class time on Mondays from 3-5p PT, we will offer an optional “Office Hours” time on Thursdays from 4-5p PT. These Office Hours will alternate between troubleshooting sessions where you can bring anything in R that you’ve been working on and would like some guidance with, and “SharkyR” talks, where shark scientists will come and give a presentation about how they have used R in their work.

We have the schedule for both below.

Class Schedule (Mon, 3-5p PT):


Week Date Topics Covered
Week 1 2024-07-01 Introduction to R and RStudio, Project Management with R, Data Structures
Week 2 2024-07-08 Exploring Data Frames, Subsetting Data, Data frame Manipulation with dplyr
Week 3 2024-07-15 Introduction to Visualization, Writing Data, Intro to Raster Data
Week 4 2024-07-22 Plot Raster Data, Reproject Raster Data
Week 5 2024-07-29 Open and Plot Vector Layers, Explore and Plot by Vector Layer Attributes
Week 6 2024-08-05 Plot Multiple Vector Layers, Handling Spatial Projection & CRS
Week 7 2024-08-12 Convert from .csv to a Vector Layer, Manipulate Raster Data
Week 8 2024-08-19 Create Publication-quality Graphics

Office Hours & SharkyR Talks (Thur, 4-5p PT)


Date Class Type Topics Covered
2024-06-27 Office hours Downloading R, RStudio, data required for workshop
2024-07-11 SharkyR Lecture Presentation by Allie Caughman & Leo Manir Feitosa
2024-07-18 Office hours Bring any-R-thing you need help troubleshooting
2024-07-25 SharkyR Lecture Presentation by Dr. Emily Meese
2024-08-01 Office hours Bring any-R-thing you need help troubleshooting
2024-08-08 SharkyR Lecture Presentation by Dr. Danielle Haulsee
2024-08-15 Office hours Bring any-R-thing you need help troubleshooting
2024-08-22 SharkyR Lecture Presentation by A-bel Gong

Instructors and Helpers


We also have a great group of instructors and helpers for this workshop:

  • Echelle Burns (she/her), Project Scientist at Environmental Markets Lab at University of California, Santa Barbara
  • Allie Caughman (she/her), PhD Student at Bren School of Environmental Science and Management at University of California, Santa Barbara
  • Danielle Ferraro (she/her), Project Scientist at Environmental Markets Lab at University of California, Santa Barbara
  • Jason Flower (he/him), Senior Project Scientist at Environmental Markets Lab at University of California, Santa Barbara
  • Lennon Thomas (she/her), Senior Project Scientist at Environmental Markets Lab at University of California, Santa Barbara
  • Tracey Mangin (she/her), Senior Project Scientist at Environmental Markets Lab at University of California, Santa Barbara
  • Gavin McDonald (he/him), Senior Project Scientist at Environmental Markets Lab at University of California, Santa Barbara
  • Jose Niño Muriel (he/him), Data Science Community Lead at DREAM Lab at University of California, Santa Barbara
  • Kristi Liu (she/her), DREAM Lab Services Analyst at University of California, Santa Barbara Library

Data Sets


Download the data described here and save it in a handy location. We will organize our folders during the workshop.

Software Setup


You can follow the instructions here to download R and RStudio