Characterizing land-use change over space and time

applying principal components analysis in the Brazilian Legal Amazon

Andrew Bell, Jill L. Caviglia-Harris, Anthony D. Cak

    Research output: Contribution to journalArticle

    Abstract

    We apply a principal component analysis to characterize the dimensions of spatio-temporal change in agriculture within the Brazilian Legal Amazon for the period 1996–2006. Around 80% of spatio-temporal variation across a broad set of descriptors could be explained by four trajectories well observed in the region: large-scale ranching, inactive forested property, small-scale farming, and mechanized agriculture. Spatial clustering based on these trajectories reveals a shift in the characteristics of the agricultural frontier, and provides quantitative method for distinguishing functional sub-regions previously suggested in the literature. Our analysis suggests a marked growth in agriculture over the decade between 1996 and 2006, with agricultural development encroaching toward the interior of the Brazilian Amazon not only from the south and southeast, but also from the west.

    Original languageEnglish (US)
    Pages (from-to)19-37
    Number of pages19
    JournalJournal of Land Use Science
    Volume10
    Issue number1
    DOIs
    StatePublished - Jan 2 2015

    Fingerprint

    land use change
    principal component analysis
    land use
    agriculture
    trajectory
    ranching
    agricultural development
    quantitative method
    temporal variation
    time
    analysis
    method
    literature

    Keywords

    • agriculture
    • Brazil
    • Forest Code
    • land-use change
    • Legal Amazon
    • principal component analysis

    ASJC Scopus subject areas

    • Earth-Surface Processes
    • Geography, Planning and Development
    • Management, Monitoring, Policy and Law

    Cite this

    Characterizing land-use change over space and time : applying principal components analysis in the Brazilian Legal Amazon. / Bell, Andrew; Caviglia-Harris, Jill L.; Cak, Anthony D.

    In: Journal of Land Use Science, Vol. 10, No. 1, 02.01.2015, p. 19-37.

    Research output: Contribution to journalArticle

    Bell, Andrew ; Caviglia-Harris, Jill L. ; Cak, Anthony D. / Characterizing land-use change over space and time : applying principal components analysis in the Brazilian Legal Amazon. In: Journal of Land Use Science. 2015 ; Vol. 10, No. 1. pp. 19-37.
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