A FACTOR-ANALYSIS OF LANDSCAPE PATTERN AND STRUCTURE METRICS

被引:1020
作者
RIITTERS, KH
ONEILL, RV
HUNSAKER, CT
WICKHAM, JD
YANKEE, DH
TIMMINS, SP
JONES, KB
JACKSON, BL
机构
[1] Tennessee Valley Authority, Norris, 37828, TN
[2] Oak Ridge National Laboratory, Oak Ridge, 37831, TN
[3] Desert Research Institute, Reno, 89512, NV
[4] Analysas Corporation, Oak Ridge, 37830, TN
[5] Environmental Protection Agency, Las Vegas, 89193, NV
关键词
D O I
10.1007/BF00158551
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
Fifty-five metrics of landscape pattern and structure were calculated for 85 maps of land use and land cover. A multivariate factor analysis was used to identify the common axes (or dimensions) of pattern and structure which were measured by a reduced set of 26 metrics. The first six factors explained about 87% of the variation in the 26 landscape metrics. These factors were interpreted as composite measures of average patch compaction, overall image texture, average patch shape, patch perimeter-area scaling, number of attribute classes, and large-patch density-area scaling. We suggest that these factors can be represented in a simpler way by six univariate metrics - average perimeter-area ratio, contagion, standardized patch shape, patch perimeter-area area scaling, number of attribute classes, and large-patch density-area scaling.
引用
收藏
页码:23 / 39
页数:17
相关论文
共 26 条
[1]  
Anderson J.R., Hardy E.E., Roach J.T., Witmer R.E., A land use and land cover classification system for use with remote sensor data, (1976)
[2]  
Baker W.L., Cai Y., The r.le programs for multiscale analysis of landscape structure using the GRASS geographical information system, Landscape Ecology, 7, pp. 291-302, (1992)
[3]  
Falconer K., Fractal Geometry. Mathematical Foundations and Applications, (1990)
[4]  
Fegeas R.G., Claire R.W., Guptil S.C., Anderson K.E., Hallam C.A., Land use and land cover digital data. Geological Survey Circular 895-E, (1983)
[5]  
Forman R.T.T., Godron M., Landscape Ecology, (1986)
[6]  
Gonzalez R.C., Woods R.E., Digital Image Processing, (1992)
[7]  
Johnson R.A., Wichern D.W., Applied Multivariate Statistical Analysis, (1982)
[8]  
Li H., Reynolds J.F., A new contagion index to quantify spatial patterns of landscapes, Landscape Ecology, 8, pp. 155-162, (1993)
[9]  
Lovejoy S., Area-perimeter relation for rain and cloud areas, Science, 216, pp. 185-187, (1982)
[10]  
Magurran A.E., Ecological diversity and its measurement, (1988)