Modelling spatial processes in quantitative human geography

A. Stewart Fotheringham, Mehak Sachdeva

Research output: Contribution to journalArticlepeer-review

Abstract

We discuss the nature of processes relating to human behaviour and how to model such processes when they vary over space. In so doing, we describe the role of local modelling and how the bandwidth parameter, a component of multiscale geographically weighted regression, can inform on the spatial scale over which processes are relatively constant. To do this, we translate properties of spatial data, such as heterogeneity and spatial dependency into the realm of spatial processes. We argue that the modelling of spatially varying processes has important ramifications for how we see the world.

Original languageEnglish (US)
JournalAnnals of GIS
DOIs
StateAccepted/In press - 2021

Keywords

  • Spatial processes
  • local statistical models
  • multiscale geographically weighted regression
  • reproducibility
  • spatial scale

ASJC Scopus subject areas

  • Computer Science Applications
  • Earth and Planetary Sciences(all)

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