Probabilistic description of vegetation ecotones using remote sensing

被引:10
作者
de Klerk, H. M. [1 ]
Burgess, N. D. [2 ,5 ]
Visser, V. [3 ,4 ]
机构
[1] Stellenbosch Univ, Dept Geog & Environm Studies, Chamber Mines Bldg,Ryneveld & Merriman St, ZA-7599 Stellenbosch, South Africa
[2] UN Environm World Conservat Monitoring Ctr UNEP W, 219 Huntington Rd, Cambridge, England
[3] Univ Cape Town, Dept Stat Sci, SEEC Ctr Stat Ecol Environm & Conservat, ZA-7701 Rondebosch, South Africa
[4] Univ Cape Town, African Climate & Dev Initiat, ZA-7701 Rondebosch, South Africa
[5] Univ Copenhagen, CMEC, Nat Hist Museum, Copenhagen, Denmark
基金
新加坡国家研究基金会;
关键词
Ecotone; Vegetation transition; Remote sensing; Probabilistic classifier; CAPE FLORISTIC REGION; AGULHAS PLAIN; GRADIENTS; PATTERN; TERRESTRIAL; PREDICTION; FOREST; MODEL;
D O I
10.1016/j.ecoinf.2018.06.001
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
Ecotone transitions between vegetation types are of interest for understanding regional diversity, ecological processes and biogeographical patterns. Ecotones are seldom represented on vector, line-based vegetation maps, which imply an instantaneous change from one vegetation type to another. We use supervised, probabilistic classification of remotely sensed (RS) imagery to investigate the location, width and character of ecotones between acid Sandstone and alkaline Limestone fynbos on the Agulhas plain at the southern tip of Africa, known for rapid speciation of plants and exceptional plant biodiversity at the global scale. The resultant probability map, together with the probability graphs developed for a few transects across the transition, are able to map and describe (1) sharp, narrow ecotones (under five meters); (2) moderate ecotones that have a distinct band of transition (over a few hundred meters); and (3) complex ecotones that include slow transitions, interdigitated boundaries and outliers. The latter class of transitions include portions where vegetation types change sharply over a few meters, but due to the interdigitated boundaries they are mapped over hundreds of meters to a kilometre at a landscape scale. In this study area, our findings suggest that the character of the Agulhas limestone-acid ecotone is probably more complex than often noted. Moderate transitions and broad mosaics are difficult to indicate in a vector vegetation map, whereas RS probabilistic classifications can output images indicating core areas, important for key species and biodiversity pattern, and transitional zones, important for ecosystem processes and perhaps plant evolution, which distinction is important for conservation planning.
引用
收藏
页码:125 / 132
页数:8
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