Analysis of the spatial and temporal variability of savanna productivity in the Northern Territory, Australia using MODIS data

Kasturi Devi Kanniah, Jason Beringer, Lindsay Hutley

    Research output: Chapter in Book/Report/Conference proceedingConference Paper published in Proceedings

    Abstract

    Gross primary productivity (GPP) is a critical flux determining the quantity of carbon entering an ecosystem. Thus, studying GPP at larger spatial and longer time scales is necessary to identifying locations of potential sinks or sources of carbon. This study employs remote sensing techniques to estimate savanna GPP in the Northern Territory (NT), Australia using MODIS (Moderate Resolution Imaging Spectro-radiometer) data. A light use efficiency algorithm was used with inputs from fraction of absorbed photosynthetically active radiation (fPAR) from the latest (Collection 5) MODIS product, regional specific climate data and field based light use efficiency (LUE) to estimate GPP for the entire savanna region in NT from 2000 to 2007. Results showed that GPP estimated with this approach captured the magnitude of GPP quite well with only 6% error compared to flux tower based GPP. The estimated GPP was then used to describe the spatial and temporal variations across the NT savanna region. The estimated GPP captured the spatial patterns reasonably well with closed forest having six times more GPP than Acacia vegetation. Whilst, in terms of inter-annual variability, arid ecosystems had higher variation (>20%) in GPP than forests (<10%) and this was associated with large variations in rainfall (>30% for arid vegetation versus 19% for forest).These findings are similar to other studies elsewhere and prove that a simple remote sensing based LUE models (with reliable meteorological data) can effectively capture the magnitude and patterns of GPP in savanna ecosystem in northern Australia.

    Original languageEnglish
    Title of host publicationInternational Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives
    EditorsKoji Kajiwara, Kanako Muramatsu, Noriko Soyama, Takahiro Endo, Akiko Ono, Shin Akatsuka
    Place of PublicationGermany
    PublisherCopernicus GmbH
    Pages553-558
    Number of pages6
    Volume38
    Publication statusPublished - 2010

    Fingerprint Dive into the research topics of 'Analysis of the spatial and temporal variability of savanna productivity in the Northern Territory, Australia using MODIS data'. Together they form a unique fingerprint.

  • Cite this

    Kanniah, K. D., Beringer, J., & Hutley, L. (2010). Analysis of the spatial and temporal variability of savanna productivity in the Northern Territory, Australia using MODIS data. In K. Kajiwara, K. Muramatsu, N. Soyama, T. Endo, A. Ono, & S. Akatsuka (Eds.), International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives (Vol. 38, pp. 553-558). Copernicus GmbH.