• DocumentCode
    255219
  • Title

    Multi-parameter spatial interpolation of solar radiation in heterogeneous structured agricultural areas

  • Author

    Yazar, Muhammed Fatih ; Ozelkan, Emre ; Berk Ustundag, Burak

  • Author_Institution
    Inf. Res. & Applic. Center, Istanbul Tech. Univ., Istanbul, Turkey
  • fYear
    2014
  • fDate
    11-14 Aug. 2014
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    In this study, spatial interpolation (SI) of solar radiation (SR) examined with 81 agro-meteorological stations´ data at South Eastern of Turkey. The aim is to minimize SI error of SR by using ancillary data, which are highly related to SR, over the heterogeneous agricultural areas that comprise different crop species, irrigation techniques, topographic conditions and others. The Ordinary Kriging (OK) method was used to interpolate SR individual, moreover ancillary data (air temperature (Ta), vapor pressure deficit (VPD), digital elevation model (DEM)) were used to generate interpolation using Ordinary Co-Kriging (OCK) method. The results show that the best SR interpolation was achieved using OCK with ancillary data of “VPD and Ta together” up to 21% accuracy that can provide better assessment and management of crop development and yield.
  • Keywords
    crops; interpolation; irrigation; solar radiation; statistical analysis; DEM; OCK method; OK method; SI error; SR interpolation; VPD; agro-meteorological station data; air temperature; ancillary data; crop species; digital elevation model; heterogeneous agricultural areas; heterogeneous structured agricultural areas; irrigation techniques; multiparameter spatial interpolation; ordinary co-kriging method; ordinary kriging method; solar radiation; topographic conditions; vapor pressure deficit; Accuracy; Agriculture; Interpolation; Land surface; Silicon; Solar radiation; Surface topography; ancillary data; ordinarry cokriging; ordinary kriging; solar radiation; spatial interpolation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Agro-geoinformatics (Agro-geoinformatics 2014), Third International Conference on
  • Conference_Location
    Beijing
  • Type

    conf

  • DOI
    10.1109/Agro-Geoinformatics.2014.6910636
  • Filename
    6910636