IDEAS home Printed from https://ideas.repec.org/a/kap/jgeosy/v24y2022i3d10.1007_s10109-022-00384-8.html
   My bibliography  Save this article

A scoping review on the multiplicity of scale in spatial analysis

Author

Listed:
  • Taylor M. Oshan

    (University of Maryland)

  • Levi J. Wolf

    (University of Bristol)

  • Mehak Sachdeva

    (Arizona State University)

  • Sarah Bardin

    (Arizona State University)

  • A. Stewart Fotheringham

    (Arizona State University)

Abstract

Scale is a central concept in the geographical sciences and is an intrinsic property of many spatial systems. It also serves as an essential thread in the fabric of many other physical and social sciences, which has contributed to the use of different terminology for similar manifestations of what we refer to as ‘scale’, leading to a surprising amount of diversity around this fundamental concept and its various ‘multiscale’ extensions. To address this, we review common abstractions about spatial scale and how they are employed in quantitative research. We also explore areas where the conceptualizations of multiple spatial scales can be differentiated. This is achieved by first bridging terminology and concepts, and then conducting a scoping review of the topic. A typology for spatial scale is discussed that can be used to categorize its multifarious meanings and measures. This typology is then used to distinguish what we term ‘process scale,’ from other types of spatial scale and to highlight current trends in uncovering aspects of process scale. We end with suggestions on how to further build knowledge regarding spatial processes through the lens of spatial scale.

Suggested Citation

  • Taylor M. Oshan & Levi J. Wolf & Mehak Sachdeva & Sarah Bardin & A. Stewart Fotheringham, 2022. "A scoping review on the multiplicity of scale in spatial analysis," Journal of Geographical Systems, Springer, vol. 24(3), pages 293-324, July.
  • Handle: RePEc:kap:jgeosy:v:24:y:2022:i:3:d:10.1007_s10109-022-00384-8
    DOI: 10.1007/s10109-022-00384-8
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10109-022-00384-8
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1007/s10109-022-00384-8?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. A. Stewart Fotheringham & Ziqi Li & Levi John Wolf, 2021. "Scale, Context, and Heterogeneity: A Spatial Analytical Perspective on the 2016 U.S. Presidential Election," Annals of the American Association of Geographers, Taylor & Francis Journals, vol. 111(6), pages 1602-1621, September.
    2. Juan Carlos Duque & Raúl Ramos & Jordi Suriñach, 2007. "Supervised Regionalization Methods: A Survey," International Regional Science Review, , vol. 30(3), pages 195-220, July.
    3. A. Stewart Fotheringham & M. Sachdeva, 2022. "Scale and local modeling: new perspectives on the modifiable areal unit problem and Simpson’s paradox," Journal of Geographical Systems, Springer, vol. 24(3), pages 475-499, July.
    4. Bin Jiang & Junjun Yin, 2014. "Ht-Index for Quantifying the Fractal or Scaling Structure of Geographic Features," Annals of the American Association of Geographers, Taylor & Francis Journals, vol. 104(3), pages 530-540, May.
    5. Oshan, Taylor M. & Smith, Jordan & Fotheringham, Alexander Stewart, 2020. "Targeting the spatial context of obesity determinants via multiscale geographically weighted regression," OSF Preprints u7j29, Center for Open Science.
    6. Ziqi Li & A. Stewart Fotheringham & Taylor M. Oshan & Levi John Wolf, 2020. "Measuring Bandwidth Uncertainty in Multiscale Geographically Weighted Regression Using Akaike Weights," Annals of the American Association of Geographers, Taylor & Francis Journals, vol. 110(5), pages 1500-1520, September.
    7. Li An & Marc Linderman & Jiaguo Qi & Ashton Shortridge & Jianguo Liu, 2005. "Exploring Complexity in a Human–Environment System: An Agent-Based Spatial Model for Multidisciplinary and Multiscale Integration," Annals of the American Association of Geographers, Taylor & Francis Journals, vol. 95(1), pages 54-79, March.
    8. Qing Tian & Daniel G. Brown & Lin Zheng & Shuhua Qi & Ying Liu & Luguang Jiang, 2015. "The Role of Cross-Scale Social and Environmental Contexts in Household-Level Land-Use Decisions, Poyang Lake Region, China," Annals of the American Association of Geographers, Taylor & Francis Journals, vol. 105(6), pages 1240-1259, November.
    9. Oshan, Taylor M., 2020. "The spatial structure debate in spatial interaction modeling: 50 years on," OSF Preprints 42vxn, Center for Open Science.
    10. George P. Malanson & Dale L. Zimmerman & Mitch Kinney & Daniel B. Fagre, 2017. "Relations of Alpine Plant Communities across Environmental Gradients: Multilevel versus Multiscale Analyses," Annals of the American Association of Geographers, Taylor & Francis Journals, vol. 107(1), pages 41-53, January.
    11. Gibson, Clark C. & Ostrom, Elinor & Ahn, T. K., 2000. "The concept of scale and the human dimensions of global change: a survey," Ecological Economics, Elsevier, vol. 32(2), pages 217-239, February.
    12. Ana Petrović & Maarten van Ham & David Manley, 2018. "Multiscale Measures of Population: Within- and between-City Variation in Exposure to the Sociospatial Context," Annals of the American Association of Geographers, Taylor & Francis Journals, vol. 108(4), pages 1057-1074, July.
    13. Brendan Hoover & Richard S. Middleton & Sean Yaw, 2019. "CostMAP: An open-source software package for developing cost surfaces," Papers 1906.08872, arXiv.org.
    14. Xingye Tan & Bo Huang & Michael Batty & Jing Li, 2021. "Urban Spatial Organization, Multifractals, and Evolutionary Patterns in Large Cities," Annals of the American Association of Geographers, Taylor & Francis Journals, vol. 111(5), pages 1539-1558, July.
    15. Daniel J. Weiss & George P. Malanson & Stephen J. Walsh, 2015. "Multiscale Relationships Between Alpine Treeline Elevation and Hypothesized Environmental Controls in the Western United States," Annals of the American Association of Geographers, Taylor & Francis Journals, vol. 105(3), pages 437-453, May.
    16. Daisuke Murakami & Binbin Lu & Paul Harris & Chris Brunsdon & Martin Charlton & Tomoki Nakaya & Daniel A. Griffith, 2019. "The Importance of Scale in Spatially Varying Coefficient Modeling," Annals of the American Association of Geographers, Taylor & Francis Journals, vol. 109(1), pages 50-70, January.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Oshan, Taylor M., 2022. "Navigating the methodological landscape in spatial analysis: a comment on ‘A Route Map for Successful Applications of Geographically-Weighted Regression’," OSF Preprints rckzj, Center for Open Science.
    2. Petrović, Ana & Manley, David & van Ham, Maarten, 2018. "Freedom from the Tyranny of Neighbourhood: Rethinking Socio-Spatial Context Effects," IZA Discussion Papers 11416, Institute of Labor Economics (IZA).
    3. Sandro Sousa & Vincenzo Nicosia, 2022. "Quantifying ethnic segregation in cities through random walks," Nature Communications, Nature, vol. 13(1), pages 1-12, December.
    4. Robert Costanza & Shuang Liu, 2014. "Ecosystem Services and Environmental Governance: Comparing China and the U.S," Asia and the Pacific Policy Studies, Wiley Blackwell, vol. 1(1), pages 160-170, January.
    5. Grillitsch, Markus & Asheim, Björn & Fünfschilling, Lea & Kelmenson, Sophie & Lowe, Nichola & Lundquist, Karl Johan & Mahmoud, Yahia & Martynovich, Mikhail & Mattson, Pauline & Miörner, Johan & Nilsso, 2023. "Rescaling: An Analytical Lense to Study Economic and Industrial Shifts," Papers in Innovation Studies 2023/11, Lund University, CIRCLE - Centre for Innovation Research.
    6. Michael J Dawes & Michael J Ostwald, 2020. "The mathematical structure of Alexander’s A Pattern Language: An analysis of the role of invariant patterns," Environment and Planning B, , vol. 47(1), pages 7-24, January.
    7. Alexandre Xavier Ywata Carvalho & Pedro Henrique Melo Albuquerque & Gilberto Rezende de Almeida Junior & Rafael Dantas Guimarães & Camilo Rey Laureto, 2009. "Clusterização Hierárquica Espacial com Atributos Binários," Discussion Papers 1428, Instituto de Pesquisa Econômica Aplicada - IPEA.
    8. Merrie, Andrew & Olsson, Per, 2014. "An innovation and agency perspective on the emergence and spread of Marine Spatial Planning," Marine Policy, Elsevier, vol. 44(C), pages 366-374.
    9. Steven M Manson, 2007. "Challenges in Evaluating Models of Geographic Complexity," Environment and Planning B, , vol. 34(2), pages 245-260, April.
    10. Verónica Arredondo & Miguel Martínez-Panero & Teresa Peña & Federica Ricca, 2021. "Mathematical political districting taking care of minority groups," Annals of Operations Research, Springer, vol. 305(1), pages 375-402, October.
    11. Juan Jiménez & Jordi Perdiguero, 2012. "Does Rigidity of Prices Hide Collusion?," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 41(3), pages 223-248, November.
    12. Bin Jiang, 2019. "A Recursive Definition of Goodness of Space for Bridging the Concepts of Space and Place for Sustainability," Sustainability, MDPI, vol. 11(15), pages 1-13, July.
    13. Lingxia Wang & Zhongwu Li & Danyang Wang & Xiaoqian Hu & Ke Ning, 2020. "Self-Organizing Map Network-Based Soil and Water Conservation Partitioning for Small Watersheds: Case Study Conducted in Xiaoyang Watershed, China," Sustainability, MDPI, vol. 12(5), pages 1-17, March.
    14. Jessica Cockburn, 2022. "Knowledge integration in transdisciplinary sustainability science: Tools from applied critical realism," Sustainable Development, John Wiley & Sons, Ltd., vol. 30(2), pages 358-374, April.
    15. Reshma Shrestha & Jaap Zevenbergen & Fahria Masum & Mahesh Banskota, 2018. "“Action Space” Based Urban Land Governance Pattern: Implication in Managing Informal Settlements from the Perspective of Low-Income Housing," Sustainability, MDPI, vol. 10(7), pages 1-19, June.
    16. Manuela Alcañiz & Montserrat Guillén & Daniel Sánchez-Moscona & Miguel Santolino & Oscar Llatje & Lluís Ramon, 2013. "Prevalence of alcohol-impaired drivers based on random breath tests in a roadside survey," Working Papers XREAP2013-05, Xarxa de Referència en Economia Aplicada (XREAP), revised Jul 2013.
    17. Li Gao & Mingjing Huang & Wuping Zhang & Lei Qiao & Guofang Wang & Xumeng Zhang, 2021. "Comparative Study on Spatial Digital Mapping Methods of Soil Nutrients Based on Different Geospatial Technologies," Sustainability, MDPI, vol. 13(6), pages 1-19, March.
    18. Yoder, Landon & Roy Chowdhury, Rinku, 2018. "Tracing social capital: How stakeholder group interactions shape agricultural water quality restoration in the Florida Everglades," Land Use Policy, Elsevier, vol. 77(C), pages 354-361.
    19. Vermaat, Jan E. & Eppink, Florian & van den Bergh, Jeroen C.J.M. & Barendregt, Aat & van Belle, Jasper, 2005. "Aggregation and the matching of scales in spatial economics and landscape ecology: empirical evidence and prospects for integration," Ecological Economics, Elsevier, vol. 52(2), pages 229-237, January.
    20. Weinmann, Bernd & Sheridan, Patrick & Schroers, Jan Ole & Kuhlmann, Friedrich, 2005. "Modelling the CAP Reform at the Regional Level with ProLand," 2005 International Congress, August 23-27, 2005, Copenhagen, Denmark 24508, European Association of Agricultural Economists.

    More about this item

    Keywords

    Scale; Multiscale; Processes; Spatial analysis; Quantitative geography;
    All these keywords.

    JEL classification:

    • C00 - Mathematical and Quantitative Methods - - General - - - General
    • C10 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - General
    • C83 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Survey Methods; Sampling Methods
    • Y20 - Miscellaneous Categories - - Introductions and Prefaces - - - Introductions and Prefaces
    • Y50 - Miscellaneous Categories - - Further Reading - - - Further Reading
    • R12 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Size and Spatial Distributions of Regional Economic Activity; Interregional Trade (economic geography)
    • R23 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Regional Migration; Regional Labor Markets; Population

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:kap:jgeosy:v:24:y:2022:i:3:d:10.1007_s10109-022-00384-8. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.