Essentials of Spatial Ecology: GIS Analysis in R - Online
- Projections, coordinate systems, scale and other core GIS concepts
- Import, manipulation and visualization of raster and vector spatial data in R
- Location, download and use of available digital online data sources
- Analysis of animal movement path data and generation of home ranges
- Wildlife habitat suitability analyses and species distribution modeling
- Habitat connectivity analyses
- Creation of publication quality maps using package tmap
- Dates
March 15 – May 4, 2021
- Available Formats
Graduate (CONS 697, 3 credits)
Professional Training (SMSC 0516, 3.75 CEUs)
- Cost
Graduate: See Mason’s graduate tuition rates
Professional Training: $500.00
- Deadlines
Apply by February 15, 2021
Payment due by March 1, 2021
Meet the Faculty
Smithsonian Conservation Biology Institute
Curriculum
The synchronous online course aims to provide graduate students and professionals with an introduction to the increasingly powerful and flexible range of tools for working with spatial data in the R environment. The course will review core GIS concepts and the basics of R programming and build skills in digital data acquisition and raster and vector import and manipulation. With these key skills, the course will move into applications in spatial ecology including: animal home range generation and movement analysis, habitat suitability analysis and species distribution models, and habitat connectivity analysis. All steps of the course will build skills in data visualization, with an additional module on map generation with the tmap package.
Live virtual lectures and analysis demonstrations in R (using Zoom) will be paired with additional prepared/recorded material and significant independent analysis work. Each week will also include a live Q&A session related to the week’s assignment. Timing and length of weekly lectures is still being determined, but each week is likely to include at least 8 hours of content, including independent assignment work. Timing (day and time) of weekly content delivery will be posted soon but recordings of all content will be posted. This course is designed and taught by experts at the Smithsonian Conservation Biology Institute’s (SCBI) Conservation GIS Lab and students will virtually meet a wide range of scientists from the Lab working on species conservation projects around the world.
What’s Included
The total cost for professional training covers access to weekly:
- Live lectures (and their recordings) delivered by scientists in the SCBI Conservation GIS Lab
- Live code-based analysis demonstrations (and their recordings)
- Analysis datasets and assignment solution codes
- Live Q & A sessions with instructors
Acceptance does not guarantee you a seat in the course. Seats are allocated as registration payments are received, and early registration is strongly encouraged to ensure you get a spot.
Email SCBItraining@si.edu for additional information.
“Not only was this an educational intro course that covered a variety of synergistic topics, the diverse group of instructors and peers provided an interesting dynamic with unique contributions and I’m grateful for this brilliant new network!”
“Great course to get a general understanding of the latest open-source spatial platforms. I also feel like I now have a basic understanding of spatial ecology concepts that I didn’t get a chance to learn in graduate school.”
