Abstract
GEOPHYSICAL RESEARCH LETTERS,
VOL. 32,
L22S02,
4 PP., 2005
doi:10.1029/2005GL023971
Estimates of forest canopy height and aboveground biomass using ICESat
Department of Forest Sciences, Colorado State University, Fort Collins, Colorado, USA
Planetary Geodynamics Branch, NASA Goddard Space Flight Center, Greenbelt, Maryland, USA
International Institute of Tropical Forestry, USDA Forest Service, San Juan, Puerto Rico
Complex Systems Research Center, University of New Hampshire, Durham, New Hampshire, USA
Forestry Sciences Laboratory, Pacific Northwest Research Station, USDA Forest Service, Corvallis, Oregon, USA
NVI, Inc., NASA/GSFC Space Geodesy Branch, Greenbelt, Maryland, USA
Instituto Nacional de Pesquaisas Espaciais, São Josédos Campos, Brazil
Complex Systems Research Center, University of New Hampshire, Durham, New Hampshire, USA
EMBRAPA Amazônia Oriental, Belém, Brazil
Exchange of carbon between forests and the atmosphere is a vital component of the global carbon cycle. Satellite laser altimetry has a unique capability for estimating forest canopy height, which has a direct and increasingly well understood relationship to aboveground carbon storage. While the Geoscience Laser Altimeter System (GLAS) onboard the Ice, Cloud and land Elevation Satellite (ICESat) has collected an unparalleled dataset of lidar waveforms over terrestrial targets, processing of ICESat data to estimate forest height is complicated by the pulse broadening associated with large-footprint, waveform-sampling lidar. We combined ICESat waveforms and ancillary topography from the Shuttle Radar Topography Mission to estimate maximum forest height in three ecosystems; tropical broadleaf forests in Brazil, temperate broadleaf forests in Tennessee, and temperate needleleaf forests in Oregon. Final models for each site explained between 59% and 68% of variance in field-measured forest canopy height (RMSE between 4.85 and 12.66 m). In addition, ICESat-derived heights for the Brazilian plots were correlated with field-estimates of aboveground biomass (r2 = 73%, RMSE = 58.3 Mgha−1).
Received 5 July 2005; accepted 7 October 2005; published 1 November 2005.
Citation: (2005), Estimates of forest canopy height and aboveground biomass using ICESat, Geophys. Res. Lett., 32, L22S02, doi:10.1029/2005GL023971.
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