Operations on Vector Data II

Content for Monday, September 19, 2022

Readings

We are going to continue building on the use of the vector data model so we’ll keep working through the readings from last session.

• The introductory vignette for the sf package has a lot of useful info on sf objects and conventions.

• Section 2.2 on Vector Data and Sections 5.1-5.3 on Geographic Operations in Lovelace et al. (Lovelace et al. 2019) - for more details about vectors and geometric operations on vectors.

• Section 3.1 and 3.2 of Spatial Data Science, a bookdown project by Edzer Pebesma and Roger Bivand (of the sf, sp, rgeos, and rgdal packages)

Objectives

By the end of today, you should be able to:

• Complete a workflow for identifying and remedying invalid geometries

• Describe the various unary, binary, and n-ary transformers

• Use predicates and dplyr::filter to subset spatial data

Slides

The slides for today’s lesson are available online as an HTML file. Use the buttons below to open the slides either as an interactive website or as a static PDF (for printing or storing for later). You can also click in the slides below and navigate through them with your left and right arrow keys.

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Final Project

Transformations

Subsetting

References

Lovelace, R., J. Nowosad, and J. Muenchow. 2019. Geocomputation with R. CRC Press.