Estimation of Forest Carbon Storage Based on Airborne LiDAR Data

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Abstract:

The objective of this study was to estimate the carbon storage of forest areas by using airborne light detection and ranging (LiDAR) data. Digital canopy height model (CHM) which generated from point cloud data was combined with accurate geo-referenced true color orthophoto image to produce parameter information of trees (height, canopy diameter, DBH data) in test area by marker controlled watershed segmentation algorithm. The total carbon storage of experimental site could be calculated by adopting binary tree volume table and semi-empirical inversion means. This study suggested that the carbon storage of forest areas can be effectively estimated by using LiDAR data, which will play an important role in forest data updating and process of forget sustainable development.

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1314-1320

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August 2012

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© 2012 Trans Tech Publications Ltd. All Rights Reserved

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[1] Cannell, M. G. R., World Forest Biomass and Primary Production Data. London: Academic Press, (1982).

Google Scholar

[2] Brown S, Present and potential roles of forests in the global climate change debate, Unasylva, vol. 47, pp.3-10, (1996).

Google Scholar

[3] Dixon RK and Winjum J K, Conservation and sequestration of carbon, Global Environ. Change a, vol. 3, no. 2, pp.159-173, (1993).

Google Scholar

[4] Anderson, H. E., Estimating forest canopy fuel parameters using LIDAR data, Remote Sensing of Environment, vol. 94, pp.441-449, (2005).

DOI: 10.1016/j.rse.2004.10.013

Google Scholar

[5] Li DR, Zhang GF, Wu ZC, An Edge Embedded Marker-Based Watershed Algorithm for High Spatial Resolution Remote Sensing Image Segmentation, IEEE TRANSACTIONS ON IMAGE PROCESSING, vol. 19, no. 10, pp.2781-2787, (2010).

DOI: 10.1109/tip.2010.2049528

Google Scholar

[6] Chen Q, Gong P and Baldocchi D, Estimating basal area and stemvolume for individual trees from LiDAR data, Photogramm Eng RemoteSens, vol. 73, pp.1355-1365, (2007).

DOI: 10.14358/pers.73.12.1355

Google Scholar

[7] Popescu S C, Estimating biomass of individual pine trees using airborne lidar, Biom Bioen, vol. 31, pp.646-655, (2007).

DOI: 10.1016/j.biombioe.2007.06.022

Google Scholar

[8] Olson J S, Watts J A and Allison L J, Carbon in live vegetation of majorworld ecosystems, Oak Ridge National Laboratory, TN, USA, (1983).

Google Scholar