Measuring the temporal instability of land change using the Flow matrix

被引:22
作者
Runfola, D. S. M. [1 ]
Pontius, R. G., Jr. [2 ]
机构
[1] Univ Colorado, Inst Behav Sci, Natl Ctr Atmospher Res, Boulder, CO 80309 USA
[2] Clark Univ, Grad Sch Geog, Worcester, MA 01610 USA
基金
美国国家科学基金会;
关键词
temporal stability; model assumptions; land-change science; Markov; LTER; COVER-CHANGE; CHANGE DYNAMICS; TRANSITIONS; SIMULATION; ACCURACY; SCIENCE; MODEL; MAPS;
D O I
10.1080/13658816.2013.792344
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This article introduces the Flow matrix, which expresses the sizes of transitions among categories between two time points. We use the Flow matrix to create a metric R that measures the instability of annual change among time intervals that partition the time extent. Specifically, R is the proportion of change that would need to be reallocated to different time interval(s) to achieve uniform change during the time extent. This article computes R for 10 Long Term Ecological Research (LTER) sites and for seven case studies from published land change data. Of the 10 LTER sites analyzed, the Andrews site in Oregon had the highest R value (37.1% of change), while the Luquillo site in Puerto Rico had the lowest (1.7% of change). We analyze the mathematical behavior of R, especially with respect to how the partitioning of the time extent into intervals can influence R.
引用
收藏
页码:1696 / 1716
页数:21
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