Estimating aboveground biomass in interior Alaska with Landsat data and field measurements

نویسندگان

  • Lei Ji
  • Bruce K. Wylie
  • Dana R. Nossov
  • Birgit Peterson
  • Mark P. Waldrop
  • Jack W. McFarland
  • Jennifer Rover
  • Teresa N. Hollingsworth
چکیده

Terrestrial plant biomass is a key biophysical parameter required for understanding ecological systems in Alaska. An accurate estimation of biomass at a regional scale provides an important data input for ecological modeling in this region. In this study, we created an aboveground biomass (AGB) map at 30-m resolution for the Yukon Flats ecoregion of interior Alaska using Landsat data and field measurements. Tree, shrub, and herbaceous AGB data in both live and dead forms were collected in summers and autumns of 2009 and 2010. Using the Landsat-derived spectral variables and the field AGB data, we generated a regression model and applied this model to map AGB for the ecoregion. A 3-fold cross-validation indicated

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عنوان ژورنال:
  • Int. J. Applied Earth Observation and Geoinformation

دوره 18  شماره 

صفحات  -

تاریخ انتشار 2012