Multiresolution fragmentation profiles for assessing hierarchically structured landscape patterns

被引:17
作者
Johnson, GD
Myers, WL
Patil, GP
Taillie, C
机构
[1] Penn State Univ, Dept Stat, Ctr Stat Ecol & Environm Stat, University Pk, PA 16802 USA
[2] Penn State Univ, Sch Forest Resources, University Pk, PA 16802 USA
[3] Penn State Univ, Environm Resources Res Inst, University Pk, PA 16802 USA
基金
美国国家科学基金会;
关键词
categorical raster maps; conditional entropy; entropy decomposition; fragmentation profiles; landscape ecology; multiresolution spatial patterns;
D O I
10.1016/S0304-3800(98)00202-6
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
For landscapes that are cast as categorical raster maps, we present an entropy based method for obtaining a multiresolution characterization of spatial pattern. The result is a conditional entropy profile which reflects the rate of information loss as map resolution is degraded by increasing the pixel size through a resampling filter. We choose a random filter because of desirable properties that simplify calculations. Neutral landscapes that are simulated by stochastic generating models provide a way to evaluate the behavior of conditional entropy profiles under known hierarchically scaled generating mechanisms. When the random filter is used, we provide a method to directly compute the conditional entropy profile for specified generating models. Such profiles can provide benchmarks for comparing results obtained from raster maps of actual landscapes that are classified from satellite images. These profiles appear to capture much of the information about a landscape pattern that is otherwise obtained by a suite of landscape measurements which characterize different aspects of spatial pattern. (C) 1999 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:293 / 301
页数:9
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