• DocumentCode
    3447485
  • Title

    Spatial analysis of farming viability and its contributing factors in California

  • Author

    Bo Xu ; Ziying Jiang

  • Author_Institution
    Dept. of Geogr., California State Univ., San Bernardino, CA, USA
  • fYear
    2013
  • fDate
    20-22 June 2013
  • Firstpage
    1
  • Lastpage
    7
  • Abstract
    California is the leading agricultural state in the United States. Agricultural production is being threatened by many factors: loss of agricultural land, water shortage, among others. In this paper, we employed an ordinary least square regression (OLS) model and a geographically weighted regression (GWR) model to examine the relationship between farming viability in California and three contributing factors: energy intensification, product diversity, and government support by county. The OLS model revealed that energy intensification and product diversity were significantly related overall to farming viability. Locally, the GWR model demonstrated the significant spatial variation in the relationship between farming viability, product diversity and government support across counties. By taking into account the spatial variation, the GWR model presented a higher explanatory power than the OLS Model. These findings will provide farmers and policy makers a better understanding of the influence of local factors and the variation across space.
  • Keywords
    agriculture; regression analysis; California; GWR model; OLS Model; United States; agricultural land loss; agricultural production; agricultural state; energy intensification; farming viability; geographically weighted regression model; government support; local factors; ordinary least square regression model; policy makers; product diversity; spatial analysis; spatial variation; water shortage; Adaptation models; Agriculture; Analytical models; Government; Indexes; Predictive models; Production; farming viability; geographically weighted regression model; government support; product diversity; technology;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Geoinformatics (GEOINFORMATICS), 2013 21st International Conference on
  • Conference_Location
    Kaifeng
  • ISSN
    2161-024X
  • Type

    conf

  • DOI
    10.1109/Geoinformatics.2013.6626184
  • Filename
    6626184