Multiscale Nature of Spatial Data in Scaling Up Environmental Models

Scale in Remote Sensing and GIS

Volumn , Issue , 2023, Pages 13-26

  Bian, Ling ^a  

^a UNIVERSITY AT BUFFALO   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 85148832805     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1201/9780203740170-2     Document Type: Chapter

References (38)

1. Allen, T. F. H. and Starr, T. B., Hierarchy: Perspectives for Ecological Complexity, University of Chicago Press, Chicago, 1982
2. Anderson, J. R., Hardy, E. E., Roach, J. T., and Witmer, W. E., A land use and land cover classification system for use with remote sensor data. USGS Professional Paper 964. Reston, VA., U.S. Geological Survey, 1976
3. Anselin, L., What is special about data? Alternative perspectives on spatial data analysis, in Spatial Statistics, Past, Present and Future, Griffith, D. A., Eds., Institute of Mathematical Geography, Ann Arbor, 1990, 63-77
4. Anselin, L. and Getis, A., Spatial statistical analysis and geographic information systems, in Geographic Information Systems, Spatial Modeling, and Policy Evaluation, Fisher, M. M. and Nijkamp, P., Eds., Springer-Verlag, New York, 1993, 35-49
5. Arbia, G., Benedetti, R., and Espa, G., Effects of the MAUP on image classification. Geographical Systems, 3, 123-141, 1996
6. Batty, M. and Sikdar, P. K., Spatial aggregation in gravity models: 1. An information theoretic framework, Environ. Plan. A, 14, 377-405, 1982
7. Beven, K., Runoff production and flood frequency in catchment of order, an alternative approach, in Scale Problems in Hydrology, Gupta, V.K., Rodriguez-Iturbe, I., and Wood, E. F·, Eds., D. Reidel Publishing Company, Boston, 1986, 107-131
8. Bian, L. and Walsh, S. J., Scale dependencies of vegetation and topography in a mountainous environment of Montana, Prof. Geogr., 45, 1-11, 1993
9. Brown, D. G., Bian, L., and Walsh, S. J., Response of a distributed watershed erosion model to variations in input data aggregation levels, Comp. Geosci., 19, 499-509, 1993
10. Brown, D. G., Cairns, D. M., Malanson, G. P., Walsh, S. J., and Butler, D. R., Remote sensing and GIS techniques for spatial and biophysical analyses of alpine treeline through process and empirical models, in Environmental Information Management and Analysis: Ecosystem to Global Scales, Michener, W. K., Brunt, J. W., and Stafford, S. G., Eds., Taylor and Francis, London, 1994, 453-481
11. Burrough, P. A., Multiscale sources of spatial variation in soil, the application of fractal concepts to nested levels of soil variation, J. Soil Science, 34, 577-597, 1983
12. Burrough, P. A., Principles of Geographical Information Systems for Land Resources Assessment, Clarendon Press, Oxford, 1986
13. De Cola, L., Simulating and mapping spatial complexity using multiscale techniques, Int. J. Geogr. Inf. Sys., 8, 411-427, 1994
14. Falconer, K., Fractal Geometry-Mathematical Foundations and Applications, John Wiley and Sons, New York, 1984
15. Fotheringham, A. S. and Wong, D., The modifiable areal unit problem in multivariate statistical analysis, Environ. Plan. A, 23, 1025-1044, 1991
16. Golley, F,, A proper scale: comments of the editor, Landscape EcoL, 2, 1989a
17. Golley, F., Paradigm shift: comments of the editor, Landscape EcoL, 3, 1989b
18. Gupta, V. K., Rodriguez-Iturbe, I., and Wood, E. F., Preface, in Scale Problems in Hydrology, Gupta, V. K., Rodriguez-Iturbe, I., and Wood, E. F., Eds., D. Reidel Publishing Company, Boston, 1986
19. Lam, N. and Quattrochi, D. A., On the issues of scale, resolution, and fractal analysis in the mapping sciences, Prof. Geogr., 44, 88-98, 1992
20. Levin, S. A., Concepts of scale at the local level, in Scaling Physiological Processes, Leaf to Globe, Ebleringer, J. R. and Field, C. B., Eds., Academic Press, New York, 1993, 7-19
21. Loague, K., Impact of rainfall and soil hydraulic property information on runoff predictions at the hillslope scale, Water Resour. Res., 24, 1501-1510, 1988
22. Mandelbrot, B. B., The Fractal Geometry of Nature, Freeman, New York, 1982
23. Mark, D. M. and Aronson, P. B., Scale dependent fractal dimensions of topographic surfaces: an empirical investigation with applications in geomorphology and computer mapping, Math. GeoL·, 11, 671-684, 1984
24. Meentemeyer, V., Geographic perspectives of space, time, and scale, Landscape EcoL, 3, 163-173, 1989
25. Moellering, H. and Tobler, W., Geographical variances, Geogr. Anal., 4, 34-50, 1972
26. Myers, D. E., Statistical models for multiple scaled analysis, in Scale in Remote Sensing and GIS, Quattrochi, D. A. and Goodchild, M. F., Eds., CRC Lewis Publishers, Boca Raton, FL, 1997
27. Nellis, M. D. and Briggs, J. M., The effect of spatial scale on Konza landscape classification using textural analysis, Landscape EcoL, 2, 93-100, 1989
28. Openshaw, S., Ecological fallacies and the analysis of areal census data, Environ. Plan. A, 16, 17-31, 1984
29. Panuska, J. C. and Moore, I. D., Water quality modeling: teưain analysis and the Agricultural Non-Point Source Pollution (AGNPS) model. Technical Report No. 132, Water Resources Research Center, University of Minnesota, St. Paul, 1991
30. Robinson, A. H., Sale, R. D., Morrison, J. L., and Muehrcke, P. C., Elements of Cartography, 5th ed·, John Wiley and Sons, New York, 1984
31. Song, Z. and James, L. D., An objective test for hydrologic scale, Water Resour. Bull., 28, 833-843, 1992
32. Stoms, D., Effects of habitat map generalization on biodiversity assessment, Photogr. Eng. Remote Sensing, 58, 1571-1578, 1992
33. Stoms, D·, Scale dependence of species richness maps, Prof. Geogr., 46, 346-358, 1994
34. Turner, M. G., O’Neill, R. V., Gardner, R. H., and Milne, B. T., Effects of changing spatial scale on the analysis of landscape pattern, Landscape EcoL, 3, 153-162, 1989
35. Walsh, S. J., Butler, D. R., Brown, D. G., and Bian, L., Form and pattern in the alpine environment: an integrated approach to spatial analysis and modeling, in Glacier National Park, USA, in Mountain Environments and Geographic Information Systems, Price, M. F., and Heywood, D. I., Eds., Taylor and Francis, London, 1994, 189-216
36. Wolock, D. M. and Price, C. V., Effects of digital elevation model map scale and data resolution on a topography-based watershed model, Water Resour. Res., 31, 1994, 3041-3052
37. Wood, E. F., Sivapalan, M., and Beven, K., Similarity and scale in catchment storm response, Rev. Geophys., 28, 1-18, 1990
38. Xia, Z. G. and Clarke, K. C, Approaches to scaling of geo-spatial data, in Scale in Remote Sensing and G.S, Quattrochi, D. A. and Goodchild, M. F., Eds., CRC Lewis Publishers, Boca Raton, FL, 1997