Comparisons between field- and LiDAR-based measures of stand structural complexity

被引:151
作者
Kane, Van R. [1 ]
McGaughey, Robert J. [2 ]
Bakker, Jonathan D. [1 ]
Gersonde, Rolf F. [3 ]
Lutz, James A. [1 ]
Franklin, Jerry F. [1 ]
机构
[1] Univ Washington, Coll Environm, Sch Forest Resources, Seattle, WA 98195 USA
[2] Univ Washington, USDA Forest Serv, Pacific NW Res Stn, Seattle, WA 98195 USA
[3] Seattle Publ Util, Watershed Serv Div, North Bend, WA 98045 USA
来源
CANADIAN JOURNAL OF FOREST RESEARCH-REVUE CANADIENNE DE RECHERCHE FORESTIERE | 2010年 / 40卷 / 04期
关键词
DOUGLAS-FIR FORESTS; OLD-GROWTH; CANOPY STRUCTURE; PSEUDOTSUGA-MENZIESII; PACIFIC-NORTHWEST; RADIATION BALANCE; TREE HEIGHT; LASER; DISTURBANCES; TERRAIN;
D O I
10.1139/X10-024
中图分类号
S7 [林业];
学科分类号
0829 ; 0907 ;
摘要
Forest structure, as measured by the physical arrangement of trees and their crowns, is a fundamental attribute of forest ecosystems that changes as forests progress through suc;cessional stages. We examined whether LiDAR data could be used to directly assess the successional stage of forests by determining the degree to which the LiDAR data would show the same relative ranking of structural development among sites as would traditional field measurements. We sampled 94 primary and secondary sites (19-93, 223-350, and 600 years old) from three conifer forest zones in western Washington state, USA, in the field and with small-footprint, discrete return LiDAR. Seven sets of LiDAR metrics were tested to measure canopy structure. Ordinations using the of LiDAR 95th percentile height, rumple, and canopy density metrics had the strongest correlations with ordinations using two sets of field metrics (Procrustes R = 0.72 and 0.78) and a combined set of LiDAR and field metrics ( Procrustes R = 0.95). These results suggest that LiDAR can accurately characterize forest successional stage where field measurements are not available. This has important implications for enabling basic and applied studies of forest structure at stand to landscape scales.
引用
收藏
页码:761 / 773
页数:13
相关论文
共 50 条
[1]   Development of old-growth structure and timber volume growth trends in maturing Douglas-fir stands [J].
Acker, SA ;
Sabin, TE ;
Ganio, LM ;
McKee, WA .
FOREST ECOLOGY AND MANAGEMENT, 1998, 104 (1-3) :265-280
[2]   A rigorous assessment of tree height measurements obtained using airborne lidar and conventional field methods [J].
Andersen, Hans-Erik ;
Reutebuch, Stephen E. ;
McGaughey, Robert J. .
CANADIAN JOURNAL OF REMOTE SENSING, 2006, 32 (05) :355-366
[3]  
[Anonymous], 1997, The Practice of Silviculture: Applied Forest Ecology
[4]  
[Anonymous], 1987, Introduction to Impact Engineering, DOI DOI 10.1007/978-94-009-3159-6
[5]  
[Anonymous], 2007, R LANG ENV STAT COMP
[6]  
Brokaw N, 2004, TROPICAL FOREST DIVERSITY AND DYNAMISM: FINDINGS FROM A LARGE-SCALE PLOT NETWORK, P177
[7]  
ERCKMANN J, 2000, FINAL CEDAR RIVER WA
[8]   Characterizing forest succession with lidar data: An evaluation for the Inland Northwest, USA [J].
Falkowski, Michael J. ;
Evans, Jeffrey S. ;
Martinuzzi, Sebastian ;
Gessler, Paul E. ;
Hudak, Andrew T. .
REMOTE SENSING OF ENVIRONMENT, 2009, 113 (05) :946-956
[9]  
Franklin J.F., 1988, NATURAL VEGETATION O
[10]   Disturbances and structural development of natural forest ecosystems with silvicultural implications, using Douglas-fir forests as an example [J].
Franklin, JF ;
Spies, TA ;
Van Pelt, R ;
Carey, AB ;
Thornburgh, DA ;
Berg, DR ;
Lindenmayer, DB ;
Harmon, ME ;
Keeton, WS ;
Shaw, DC ;
Bible, K ;
Chen, JQ .
FOREST ECOLOGY AND MANAGEMENT, 2002, 155 (1-3) :399-423