Multiscale Analysis of Landscape Heterogeneity: Scale Variance and Pattern Metrics

REFERENCES

• Barnsley , M. J. , Barr , S. L. and T. , T. 1997 . “ Scaling and generalisation in land cover mapping from satellite sensors. ” . In Scaling-up From Cell To Landscape. , Edited by: van Gardingen , P. R. , Foody , G. M. and Curran , P. J. 173 – 199 . New York : Cambridge University Press .
   Google Scholar
• Bradshaw , G. A. and Spies. , T. A. 1992 . Characterizing canopy gap structure in forests using wavelet analysis. . Journal of Ecology , 80 : 205 – 215 .
   Web of Science ®Google Scholar
• Burrough , P. A. 1995 . “ Spatial aspects of ecological data. ” . In Data Analysis in Community and Landscape Ecology. , Edited by: Jongman , R. H.G. , Ter Braak , C. J. and v. T. , F. R. 213 – 265 . Cambridge : Cambridge University Press .
   Google Scholar
• Cullinan , V. I. , Simmons , M. A. and Thomas. , J. M. 1997 . A Bayesian test of hierarchy theory: Scaling up variability in plant cover from field to remotely sensed data. . Landscape Ecology , 12 : 273 – 285 .
   Web of Science ®Google Scholar
• Dale , M. R. T. 1999 . Spatial Pattern Analysis in Plant Ecology. , Cambridge : Cambridge University Press .
   Google Scholar
• Fortin , M. J. 1999 . “ Spatial statistics in landscape ecology. ” . In Landscape Ecological Analysis: Issues adn Applications. , Edited by: Klopatek , J. M. and Gardner , R. H. 253 – 279 . New York : Springer-Verlag .
   Google Scholar
• Fotheringham , S. 1989 . “ Scale-independent spatial analysis. ” . In Accuracy of Spatial Databases. , Edited by: Goodchild , M. F. and Gopal , S. 221 – 228 . London : Taylor and Francis .
   Google Scholar
• Frohn , R. C. 1998 . Remote Sensing for Landscape Ecology: New Metric Indicators for Monitoring, Modeling, and Assessment of Ecosystems. , Boca Raton : Lewis Publishers .
   Google Scholar
• Greig-Smith , P. 1983 . Quantitative Plant Ecology. , Berkeley : University of California Press .
   Google Scholar
• Gustafson , E. J. 1998 . Quantifying landscape spatial pattern: What is the state of the art? . Ecosystems , 1 : 143 – 156 .
   Web of Science ®Google Scholar
• Henebry , G. M. and Kux. , H. J. H. 1995 . Lacunarity as a texture measure for SAR imagery. . International Journal of Remote Sensing , 16 : 565 – 571 .
   Web of Science ®Google Scholar
• Jelinski , D. E. and Wu. , J. 1996 . The modifiable areal unit problem and implications for landscape ecology. . Landscape Ecology , 11 : 129 – 140 .
   Web of Science ®Google Scholar
• Kolasa , J. and Pickett , S. T. A. 1991 . Ecological Heterogeneity. , New York : Springer-Verlag .
   Google Scholar
• Krummel , J. R. , Gardner , R. H. , Sugihara , G. , O'Neill , R. V. and Coleman. , P. R. 1987 . Landscape patterns in a disturbed environment . Oikos , 48 : 321 – 324 .
   Web of Science ®Google Scholar
• Legendre , P. 1993 . Spatial autocorrelation: Trouble or new paradigm? . Ecology , 74 : 1659 – 1673 .
   Web of Science ®Google Scholar
• Legendre , P. and Fortin. , M.-J. 1989 . Spatial pattern and ecological analysis. . Vegetatio , 80 : 107 – 138 .
   Google Scholar
• Levin , S. A. 1992 . The problem of pattern and scale in ecology. . Ecology , 73 : 1943 – 1967 .
   Web of Science ®Google Scholar
• Li , H. and Reynolds. , J. F. 1993 . A new contagion index to quantify spatial patterns of landscapes. . Landscape Ecology , 8 : 155 – 162 .
   Web of Science ®Google Scholar
• Marceau , D. J. 1999 . The scale issue in social and natural sciences. . Canadian Journal of Remote Sensing , 25 : 347 – 356 .
   Google Scholar
• McGarigal, K., and B. J. Marks. 1995. FRAGSTATS: Spatial Pattern Analysis Program for Quantifying Landscape Structure. Gen. Tech. Rep. PNW-GTR-351. Pacific Northwest research Station, USDA-Forest Service, Portland.
   Google Scholar
• Meisel , J. E. and Turner. , M. G. 1998 . Scale detection in real and artificial landscapes using semivariance analysis. . Landscape Ecology , 13 : 347 – 362 .
   Web of Science ®Google Scholar
• Miller , D. H. 1978 . “ The factor of scale: Ecosystem, landscape mosaic, and region. ” . In Sourcebook on the Environment: A Guide to the Literature. , Edited by: Hammond , K. A. , Macinio , G. and Fairchild , W. B. 63 – 88 . Chicago : University of Chicago Press .
   Google Scholar
• Milne , B. T. 1991 . “ Lessons from Applying Fractal Models to Landscape Patterns. ” . In Quantitative Methods in Landscape Ecology. , Edited by: Turner , M. G. a. R. H. G. 199 – 235 . NY : Springer-Verlag .
   Google Scholar
• Moellering , H. and Tobler. , W. 1972 . Geographical variances. . Geographical Analysis , 4 : 34 – 64 .
   Web of Science ®Google Scholar
• Nikora , V. I. , Pearson , C. P. and Shankar. , U. 1999 . Scaling properties in landscape patterns: New Zealand experience. . Landscape Ecology , 14 : 17 – 33 .
   Web of Science ®Google Scholar
• O'Neill , R. V. , DeAngelis , D. L. , Waide , J. B. and Allen. , T. F. H. 1986 . A Hierarchical Concept of Ecosystems. , Princeton : Princeton University Press .
   Google Scholar
• O'Neill , R. V. , Gardner , R. H. , Milne , B. T. , Turner , M. G. and Jackson. , B. 1991 . “ Heterogeneity and Spatial Hierarchies. ” . In Ecological Heterogeneity. , Edited by: Kolasa , J. and Pickett , S. T.A. 85 – 96 . New York : Springer-Verlag .
   Google Scholar
• O'Neill , R. V. , Milne , B. T. , Turner , M. G. and Gardner. , R. H. 1988 . Resource utilization scales and landscape pattern. . Landscape Ecology , 2 : 63 – 69 .
   Web of Science ®Google Scholar
• Openshaw , S. 1984 . The Modifiable Areal Unit Problem. , Norwich : Geo Books .
   Google Scholar
• Platt , T. and Denman. , K. L. 1975 . Spectral analysis in ecology. Ann. Rev. Ecol. . Syst. , 6 : 189 – 210 .
   Google Scholar
• Plotnick , R. E. , Gardner , R. H. and O'Neill. , R. V. 1993 . Lacunarity indices as measures of landscape texture. . Landscape Ecology , 8 : 201 – 211 .
   Web of Science ®Google Scholar
• Riitters , K. H. , O'Neill , R. V. , Wickham , J. D. and Jones. , K. B. 1996 . A note on contagion indices for landscape analysis. . Landscape Ecology , 11 : 197 – 202 .
   Web of Science ®Google Scholar
• Ripley , B. D. 1978 . Spectral analysis and the analysis of pattern in plant communities. . Journal of Ecology , 66 : 965 – 981 .
   Web of Science ®Google Scholar
• Robertson , G. P. 1987 . Geostatistics in ecology: Interpolating with known variance. . Ecology , 68 : 744 – 748 .
   Web of Science ®Google Scholar
• Robertson , G. P. and Gross. , K. L. 1994 . “ Assessing the heterogeneity of belowground resources: Quantifying pattern and scale. ” . In Exploitation of Environmental Heterogeneity by Plants: Ecophysiological Processes Above- and Belowground. , Edited by: Caldwell , M. M. and Pearcy , R. W. 237 – 253 . San Diego : Academic Press .
   Google Scholar
• Rossi , R. E. , Mulla , D. J. , Journel , A. G. and Franz. , E. H. 1992 . Geostatistical tools for modeling and interpreting ecological spatial dependence. . Ecological Monographs , 62 : 277 – 314 .
   Web of Science ®Google Scholar
• Saunders , S. C. , Chen , J. , Crow , T. R. and Brosofske. , K. D. 1998 . Hierarchical relationships between landscape structure and temperature in a managed forest landscape. . Landscape Ecology , 13 : 381 – 395 .
   Web of Science ®Google Scholar
• Townshend , J. R. G. and Justice. , C. O. 1988 . Selecting the spatial resolution of satellite sensors required for global monitoring of land transformations. . Int. J. Remote Sensing , 9 : 187 – 236 .
   Web of Science ®Google Scholar
• Townshend , J. R. G. and Justice. , C. O. 1990 . The spatial variation of vegetation changes at very coarse scales. . Int. J. Remote Sensing , 11 : 149 – 157 .
   Web of Science ®Google Scholar
• Turner , S. J. , O'Neill , R. V. , Conley , W. , Conley , M. R. and Humphries. , H. C. 1991 . “ Pattern and scale: Statistics for landscape ecology. ” . In Quantitative Methods in Landscape Ecology. , Edited by: Turner , M. G. and Gardner , R. H. 17 – 49 . New York : Springer-Verlag .
   Google Scholar
• Turner , M. G. , O'Neill , R. V. , Gardner , R. H. and Milne. , B. T. 1989 . Effects of changing spatial scale on the analysis of landscape pattern. . Landscape Ecology , 3 : 153 – 162 .
   Web of Science ®Google Scholar
• van Gardingen , P. R. , Foody , G. M. and Curran , P. J. 1997 . Scaling-Up: From Cell to Landscape. , Cambridge : Cambridge University Press .
   Google Scholar
• Werner , B. T. 1999 . Complexity in natural landform patterns. . Science , 284 : 102 – 104 .
   PubMed Web of Science ®Google Scholar
• Wickham , J. D. and Riitters. , K. H. 1995 . Sensitivity of landscape metrics to pixel size. . International Journal of Remote Sensing , 16 : 3585 – 3595 .
   Web of Science ®Google Scholar
• Wu , J. 1999 . Hierarchy and scaling: Extrapolating information along a scaling ladder. . Canadian Journal of Remote Sensing , 25 : 367 – 380 .
   Google Scholar
• Wu, J. 2000. Pattern and scale: The behavior of landscape metrics, in review.
   Google Scholar
• Wu , J. , Gao , W. and Tueller. , P. T. 1997 . Effects of changing spatial scale on the results of statistical analysis with landscape data: A case study. . Geographic Information Sciences , 3 : 30 – 41 .
   Google Scholar
• Wu , J. and Jelinski. , D. E. 1995 . “ Pattern and scale in ecology: The modifiable areal unit problem. ” . In Lectures in Modern Ecology. , Edited by: Li , B. 1 – 9 . Beijing : Science Press .
   Google Scholar
• Wu , J. , Jelinski , D. E. and Qi. , Y. 1994 . “ Spatial pattern analysis of a boreal forest landscape: scale effects and interpretation. ” . In Proceedings of the VI International Congress of Ecology 165 Manchester , , UK
   Google Scholar
• Wu , J. and Levin. , S. A. 1994 . A spatial patch dynamic modeling approach to pattern and process in an annual grassland. . Ecological Monographs , 64 ( 4 ) : 447 – 464 .
   Web of Science ®Google Scholar
• Wu , J. and Loucks. , O. L. 1995 . From balance-of-nature to hierarchical patch dynamics: A paradigm shift in ecology. . Quarter Review of Biology , 70 : 439 – 466 .
   Web of Science ®Google Scholar
• Wu , J. and Qi. , Y. 2000 . Dealing with scale in landscape analysis: An overview. . Geographic Information Sciences , 6 : 1 – 5 .
   Google Scholar