Analysis of the pattern of potential woody cover in Texas savanna

被引:16
|
作者
Yang, Xuebin [1 ]
Crews, Kelley A. [1 ]
Yan, Bowei [2 ]
机构
[1] Univ Texas Austin, Dept Geog & Environm, Austin, TX 78731 USA
[2] Univ Texas Austin, Dept Stat & Data Sci, Austin, TX 78731 USA
基金
美国国家科学基金会;
关键词
Texas savanna; Potential woody cover; Woody plant encroachment; Nonlinear quantile regression; MODIS VCF; GLOBAL LAND-COVER; PLANT ENCROACHMENT; SHRUB ENCROACHMENT; TRANSITION MODELS; DYNAMICS; MECHANISMS; REGRESSION; FIRE; COEXISTENCE; STABILITY;
D O I
10.1016/j.jag.2016.07.021
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
While woody plant encroachment has been observed worldwide in savannas and adversely affected the ecosystem structure and function, a thorough understanding of the nature of this phenomenon is urgently required for savanna management and restoration. Among others, potential woody cover (the maximum realizable woody cover that a given site can support), especially its variation over environment has huge implication on the encroachment management in particular, and on tree-grass interactions in general. This prpject was designed to explore the pattern of potential woody cover in Texas savanna, an ecosystem with a large rainfall gradient in west east direction. Substantial random pixels were sampled across the study area from MODIS Vegetation Continuous Fields (VCF) tree cover layer (250 m). Since potential woody cover is suggested to be limited by water availability, a nonlinear 99th quantile regression was performed between the observed woody cover and mean annual precipitation (MAP) to model the pattern of potential woody cover. Research result suggests a segmented relationship between potential woody cover and MAP at MODIS scale. Potential biases as well as the practical and theoretical implications were discussed. Through this study, the hypothesis about the primary role of water availability in determining savanna woody cover was further confirmed in a relatively understudied US-located savanna. (C) 2016 Elsevier B.V. All rights reserved.
引用
收藏
页码:527 / 531
页数:5
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