Measuring changes in landscape pattern from satellite images: short-term effects of fire on spatial diversity

被引:81
作者
Chuvieco, E [1 ]
机构
[1] Univ Alcala de Henares, Dept Geog, Alcala De Henares 28801, Spain
关键词
D O I
10.1080/014311699212056
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
Satellite images can be considered a very convenient tool to measure landscape patterns since they provide a digital mosaic of the spatial arrangement of landcovers. This paper describes a practical application of several indices frequently used in landscape ecology to measure changes in the spatial mosaic as a result of large fires. These indices were computed from Normalized Difference Vegetation Index images of Landsat Thematic Mapper and Advanced Very High Resolution Radiometer data acquired before and after a large fire affecting the Mediterranean coast of Spain in 1991. The following landscape pattern indices were computed: standard deviation of spatial profiles, spatial auto-correlation, texture, number of patches, diversity, compactness and fractal dimension. To avoid potential bias in the results, these indices were calculated for several scenarios. The modification of the study area limits and spatial resolutions of the images, the measurement scale and the number of categories were tested in this study. All the indices computed showed a short-term increase in spatial homogeneity after the fire. Spatial auto-correlation increased, while texture, number of patches and mean diversity decreased. Compactness was reduced and fractal dimension increased, which also suggests that the fire created more elongated and complex forms. These effects were observed in both high- and low-resolution images.
引用
收藏
页码:2331 / 2346
页数:16
相关论文
共 43 条
[21]   DETECTING CHANGE IN GRASSLANDS USING MEASURES OF SPATIAL DEPENDENCE WITH LANDSAT TM DATA [J].
HENEBRY, GM .
REMOTE SENSING OF ENVIRONMENT, 1993, 46 (02) :223-234
[22]  
Jensen J. R., 1996, Introductory digital image processing: a remote sensing perspective.
[23]   EFFECTS OF SITE, LANDSCAPE FEATURES, AND FIRE REGIME ON VEGETATION PATTERNS IN PRESETTLEMENT SOUTHERN WISCONSIN [J].
LEITNER, LA ;
DUNN, CP ;
GUNTENSPERGEN, GR ;
STEARNS, F ;
SHARPE, DM .
LANDSCAPE ECOLOGY, 1991, 5 (04) :203-217
[24]  
Martin M. P., 1995, EARSeL Advances in Remote Sensing, V4, P7
[25]  
MATHERON G, 1971, VARIABLES REGIONALIS
[26]   Indices of landscape pattern [J].
O'Neill, R. V. ;
Krummel, J. R. ;
Gardner, R. H. ;
Sugihara, G. ;
Jackson, B. ;
DeAngelis, D. L. ;
Milne, B. T. ;
Turner, M. G. ;
Zygmunt, B. ;
Christensen, S. W. ;
Dale, V. H. ;
Graham, R. L. .
LANDSCAPE ECOLOGY, 1988, 1 (03) :153-162
[27]  
OPENSHAW S, 1984, The modifiable areal unit problem
[28]  
*PCI INC, 1994, USING PCI SOFTWARE
[29]  
PEARSON SM, 1994, REMOTE SENSING AND GIS IN ECOSYSTEM MANAGEMENT, P178
[30]   CALIBRATION OF SATELLITE RADIOMETERS AND THE COMPARISON OF VEGETATION INDEXES [J].
PRICE, JC .
REMOTE SENSING OF ENVIRONMENT, 1987, 21 (01) :15-27