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AGU: Geophysical Research Letters

 

Index Terms

  • Biogeosciences: Ecosystems, structure and dynamics
  • Biogeosciences: Carbon cycling
  • Cryosphere: Remote sensing

Abstract

GEOPHYSICAL RESEARCH LETTERS, VOL. 32, L22S02, 4 PP., 2005
doi:10.1029/2005GL023971

Estimates of forest canopy height and aboveground biomass using ICESat

Michael A. Lefsky

Department of Forest Sciences, Colorado State University, Fort Collins, Colorado, USA

David J. Harding

Planetary Geodynamics Branch, NASA Goddard Space Flight Center, Greenbelt, Maryland, USA

Michael Keller

International Institute of Tropical Forestry, USDA Forest Service, San Juan, Puerto Rico

Complex Systems Research Center, University of New Hampshire, Durham, New Hampshire, USA

Warren B. Cohen

Forestry Sciences Laboratory, Pacific Northwest Research Station, USDA Forest Service, Corvallis, Oregon, USA

Claudia C. Carabajal

NVI, Inc., NASA/GSFC Space Geodesy Branch, Greenbelt, Maryland, USA

Fernando Del Bom Espirito-Santo

Instituto Nacional de Pesquaisas Espaciais, São Josédos Campos, Brazil

Maria O. Hunter

Complex Systems Research Center, University of New Hampshire, Durham, New Hampshire, USA

Raimundo de Oliveira Jr.

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: Lefsky, M. A., D. J. Harding, M. Keller, W. B. Cohen, C. C. Carabajal, F. Del Bom Espirito-Santo, M. O. Hunter, and R. de Oliveira Jr. (2005), Estimates of forest canopy height and aboveground biomass using ICESat, Geophys. Res. Lett., 32, L22S02, doi:10.1029/2005GL023971.

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