# --------------------------------------------
# CITATION file created with {cffr} R package
# See also: https://docs.ropensci.org/cffr/
# --------------------------------------------
 
cff-version: 1.2.0
message: 'To cite package "geocomplexity" in publications use:'
type: software
license: GPL-3.0-only
title: 'geocomplexity: Mitigating Spatial Bias Through Geographical Complexity'
version: 0.3.0
doi: 10.1080/13658816.2023.2203212
identifiers:
- type: doi
  value: 10.32614/CRAN.package.geocomplexity
abstract: The geographical complexity of individual variables can be characterized
  by the differences in local attribute variables, while the common geographical complexity
  of multiple variables can be represented by fluctuations in the similarity of vectors
  composed of multiple variables. In spatial regression tasks, the goodness of fit
  can be improved by incorporating a geographical complexity representation vector
  during modeling, using a geographical complexity-weighted spatial weight matrix,
  or employing local geographical complexity kernel density. Similarly, in spatial
  sampling tasks, samples can be selected more effectively by using a method that
  weights based on geographical complexity. By optimizing performance in spatial regression
  and spatial sampling tasks, the spatial bias of the model can be effectively reduced.
authors:
- family-names: Lv
  given-names: Wenbo
  email: lyu.geosocial@gmail.com
  orcid: https://orcid.org/0009-0002-6003-3800
- family-names: Song
  given-names: Yongze
  email: yongze.song@outlook.com
  orcid: https://orcid.org/0000-0003-3420-9622
- family-names: Zhang
  given-names: Zehua
  email: levizhang0111@gmail.com
  orcid: https://orcid.org/0000-0003-3462-4025
preferred-citation:
  type: article
  title: Geocomplexity explains spatial errors
  authors:
  - name: Zhang
  - name: Zehua
  - name: Song
  - name: Yongze
  - name: Luo
  - name: Peng
  - name: Wu
  journal: International Journal of Geographical Information Science
  volume: '37'
  year: '2023'
  issue: '7'
  doi: 10.1080/13658816.2023.2203212
  start: 1449–1469
repository: https://ausgis.r-universe.dev
repository-code: https://github.com/ausgis/geocomplexity
commit: c8ca3bd7b4c36edbe1c87090963f283bcce9aec5
url: https://ausgis.github.io/geocomplexity/
contact:
- family-names: Lv
  given-names: Wenbo
  email: lyu.geosocial@gmail.com
  orcid: https://orcid.org/0009-0002-6003-3800