gdlr / esm244-w2020-lab7

Lab Week 7 materials: point pattern analysis, G and L functions, spatial density, k-means clustering intro

ESM 244 Lab Week 7

Point pattern analysis, G and L functions, spatial density, k-means clustering intro

Packages needed:

General packages for stuff

• library(tidyverse)
• library(janitor)
• library(plotly)

Packages for spatial stuff & point pattern analysis

• library(tmap)
• library(sf)
• library(spatstat)
• library(maptools)
• library(sp)

Packages for cluster analysis:

• library(NbClust)
• library(cluster)
• library(factoextra)
• library(dendextend)
• library(ggdendro)

Data:

Red tree voles:

CA Counties: