DOI: 10.1016/j.foreco.2014.07.011
Scopus记录号: 2-s2.0-84907306085
论文题名: Estimating individual tree mid- and understory rank-size distributions from airborne laser scanning in semi-arid forests
作者: Swetnam T.L. ; Falk D.A. ; Lynch A.M. ; Yool S.R.
刊名: Forest Ecology and Management
ISSN: 0378-1127
出版年: 2014
卷: 330 起始页码: 271
结束页码: 282
语种: 英语
英文关键词: Allometry
; ALS
; Local maximum
; Scaling
; Tapered Pareto distribution
; Understory
Scopus关键词: Biology
; Laser applications
; Pareto principle
; Surface analysis
; Allometry
; ALS
; Local maximum
; Pareto distributions
; Scaling
; Understory
; Forestry
; allometry
; disturbance
; ecological modeling
; forest canopy
; laser
; semiarid region
; size distribution
; stand dynamics
; understory
; wildfire
; Application
; Biology
; Forestry
; Lasers
; United States
英文摘要: Limitations inherent to airborne laser scanning (ALS) technology and the complex sorting and packing relationships of forests complicate accurate remote sensing of mid- and understory trees, especially in denser forest stands. Self-similarities in rank-sized individual tree distributions (ITD), e.g. bole diameter or height, are a well-understood property of natural, non-plantation, forests undergoing density dependent self-thinning and thus offer an approach to solving this problem. Alternately, semi-arid conifer forests of the southwestern USA that experience episodic wildfires and herbivory tend to exist as open stands compared to forests where disturbances are less common. We found the ITD for semi-arid forest plots with ALS-estimated canopy cover. <. 50% had a low rate of omission error for mid- and understory ALS trees making distribution fitting of the mid- and understory ITD unnecessary. In dense semi-arid forest plots (>50% canopy cover) the ITD correlated significantly with a tapered Pareto distribution, a power law probability distribution that is not heavy right-tailed. Two-sample Kolmogorov-Smirnov tests confirmed that observed vs. ALS-estimated overstory ITD parameters were not significantly different regardless of canopy cover. Therefore an overstory ITD derived from ALS is sufficient for fitting a continuous distribution function to estimate the ITD of the forest understory when the scale parameter is established a priori. Foresters and ecologists interested in measuring and modeling stand dynamics from ALS can use this approach to correct for stand density effects when developing ALS-derived single-tree inventories. Canopy cover can be used as a proxy for stand density when developing a combined ITD with area-based approaches for estimating understory in semi-arid forests. © 2014. Citation statistics:
资源类型: 期刊论文
标识符: http://119.78.100.158/handle/2HF3EXSE/65770
Appears in Collections: 影响、适应和脆弱性
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作者单位: School of Natural Resources and Environment, The University of Arizona, Biological Sciences East, Tucson, AZ 85721, United States; United States Forest Service, Rocky Mountain Research Station, 1215 E. Lowell Street, Tucson, AZ, 85719, United States; School of Geography and Development, The University of Arizona, P.O. Box 210076 Tucson, AZ, 85721, United States
Recommended Citation:
Swetnam T.L.,Falk D.A.,Lynch A.M.,et al. Estimating individual tree mid- and understory rank-size distributions from airborne laser scanning in semi-arid forests[J]. Forest Ecology and Management,2014-01-01,330