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Canadian Journal of Remote Sensing
Journal canadien de télédétection
Volume 25, 1999 - Issue 4
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Review Paper • Article de synthése

Remote Sensing Contributions to the Scale Issue

Pages 357-366 | Published online: 31 Jul 2014

References

  • Ahern, F.J., D.N.N. Horler, J. Cihlar, W.J. Bennett, and E. MacAulay. 1983. “Digital Processing to Improve Classification Results at Resolutions of 5 to 50 Meters”. In Proceedings of the SPIE Symposium on Techniques for Extraction from Remotely Sensed Images. Rochester, NY, 16–19 August, pp. 153–170.
  • Allen, T.F.H., and T.W. Hoekstra. 1991. “Role of Heterogeneity in Scaling of Ecological Systems Under Analysis”. In Ecological Studies 86: Ecological Heterogeneity, J. Kolasa, and S.T.A. Pickett, eds. Springer-Verlag, pp. 47–68.
  • Allen, T.F.H., and T.B. Starr. 1982. Hierarchy Perspective for Ecological Complexity. University of Chicago Press, Chicago, 310 pp.
  • Amrhein, C., and H. Reynolds. 1996. “Using Spatial Statistics to Assess Aggregation Effects”, Geographical Systems, Vol. 3, pp. 143–158.
  • Arbia, G., R. Benedetti, and G. Espa. 1996. “Effects of the MAUP on Image Classification”, Geographical Systems, Vol. 3, pp. 123–141.
  • Atkinson, P.M. 1997. “Selecting the Spatial Resolution of Airborne MSS Imagery for Small-Scale Agricultural Mapping”, International Journal of Remote Sensing. Vol. 18, No. 9, pp. 1903–1917.
  • Atkinson, P.M., and P.J. Curran. 1995. “Defining an Optimal Size of Support for Remote Sensing Investigations”, IEEE Transactions on Geoscience and Remote Sensing, Vol. 33, No. 3, pp. 768–776.
  • Bénié, G.B., and K.P.B. Thomson. 1992. “Hierarchical Image Segmentation Using Local and Adaptive Similarity Rules”, International Journal of Remote Sensing, Vol. 13, No. 8, pp. 1559–1570.
  • Benson, B.J., and M.D. MacKenzie. 1995. “Effects of Sensor Spatial Resolution on Landscape Structure Parameters”, Landscape Ecology. Vol. 10, No. 2, pp. 113–120.
  • Bian, L., and S.J. Walsh. 1993. “Scale Dependencies of Vegetation and Topography in a Mountainous Environment of Montana”, The Professional Geographer, Vol. 45, No. 1, pp. 1–11.
  • Burt, P.J., T.-H. Hong, and A. Rosenfeld. 1981. “Segmentation and Estimation of Image Region Properties Through Cooperative Hierarchical Computation”, IEEE Transactions on Systems. Man, and Cybernetics, SMC-11, No. 12, pp. 802–809.
  • Caldwell, M.M., P.A. Matson, C. Wessman, and J. Gamon. 1993. “Prospects for Scaling”. In Scaling Physiological Processes: Leaf to Globe, Ehleringer, J.R. and C.B. Field, eds, Academic Press, pp. 223–230.
  • Cao, C., and N.S.-N. Lam. 1997. “Understanding the Scale and Resolution Effects in Remote Sensing and GIS”. In Scale in Remote Sensing and GIS, Quattrochi, D.A. and M.F. Goodchild, eds., pp. 57–72.
  • Cohen, W.B., T.A. Spies, and G.A. Bradshaw. 1990. “Semivariograms of Digital Imagery for Analysis of Conifer Canopy Structure”, Remote Sensing of Environment, Vol. 34, pp. 167–178.
  • Costanza, R., and T. Maxwell. 1994. “Resolution and Predictability: An Approach to the Scaling Problem”, Landscape Ecology, Vol. 9, No. 1, pp. 47–57.
  • Coulombe, A., L. Charbonneau, R. Brochu et D. Morin. 1991. “L'apport de l'analyse texturale dans la définition de l'utilisation du sol en milieu urbain”, Journal canadien de télédétection, Vol. 7, No. 1, pp. 46–55.
  • Csillag, F., 1997. “Quadtrees: Hierarchical Multiresolution Data Structures for Analysis of Digital Images”. In Scale in Remote Sensing and GIS. Quattrochi, D.A. and M.F. Goodchild, eds, pp. 247–271.
  • Cullinan, V.I., M.A. Simmons, and J.M. Thomas. 1997. “A Bayesian Test of Hierarchy Theory: Scaling Up Variability in Plant Cover from Field to Remotely-Sensed Data”, Landscape Ecology, Vol. 12, pp. 273–285.
  • Cushnie, J.L., 1987. “The Interactive Effect of Spatial Resolution and Degree of Internal Variability Within Land-Cover Types on Classification Accuracies”, International Journal of Remote Sensing, Vol. 8, No. 1. pp. 15–29.
  • DeFries, R.S., J.R. Townshend, and S.O. Los. 1997. “Scaling Land Cover Heterogeneity for Global Atmosphere-Biosphere Models”. In Scale in Remote Sensing and GIS, Quattrochi, D.A., and M.F. Goodchild. eds, pp. 231–246.
  • Dionne, D., J.G. Boureau, M. Deshayes, D. Gratton et D.J. Marceau. 1996. “Étude de la résolution spatiale optimale dans un milieu forestier de moyenne montagne”, Bulletin de la Société française de photogrammétrie et télédétection. Vol. 141, 1996–1, pp. 51–55.
  • Dubé, P., G.J. Hay, and D.J. Marceau. 1998. “Voronoi Diagrams, Extended Area-Stealing Interpolation, and Tree-Crown Recognition: A Fuzzy Approach”. Proceedings of the Workshop on Automated Interpretation of High Spatial Resolution Digital Imagery for Forestry. February 10–12, Victoria, British Columbia, Canada, pp. 115–125.
  • Ehleringer, J.R., and C.B. Field. 1993. Scaling Physiological Processes. Leaf to Globe. Academic Press, 388 pp.
  • Forshaw, M.R.B., A. Haskell, P.F. Miller, D.J. Stanley, and J.R.G. Townshend. 1983. “Spatial Resolution of Remotely Sensed Imagery. A Review Paper”, International Journal of Remote Sensing, Vol. 4, No. 3, pp. 497–520.
  • Fortin, M.J., 1999. “Spatial Statistics in Landscape Ecology”. In Landscape Ecological Analysis: Issues and Applications, Klopatek, J.M., and Gardner, R.H., eds, Springer-Verlag, pp. 253–279.
  • Fotheringham, A.S., 1989. “Scale-Independent Spatial Analysis”. In Accuracy of Spatial Databases. Goodchild, M., S. Gopal, Eds, Taylor and Francis, pp. 221–228.
  • Franklin, J., and C.E. Woodcock. 1997. “Multiscale Vegetation Data for the Mountains of Southern California: Spatial and Categorical Resolution”. In Scale in Remote Sensing and GIS. Quattrochi, D.A. and M.F. Goodchild, eds, pp. 141–168.
  • Franklin, S.E., M.A. Wulder, and M.B. Lavigne. 1996. “Automated Derivation of Geographic Window Sizes for Use in Remote Sensing Digital Image Texture Analysis”, Computers and Geosciences, Vol. 22. No. 6. pp. 665–673.
  • Franklin, S.E., W. Bowers, J. Hudack, and G. McDermid. 1992. “Estimating Structural Damage in Balsam Fir Stands Using Semivariance”. Proceedings of the 15th Canadian Symposium on Remote Sensing, June, Vancouver, British Columbia, pp. 96–99.
  • Franklin, S.E., and D.R. Peddle. 1990. “Classification of SPOT HRV Imagery and Texture Features”, International Journal of Remote Sensing, Vol. 11, No. 3, pp. 551–556.
  • Friedl, M.A., 1997. “Examining the Effects of Sensor Resolution and Sub-Pixel Heterogeneity on Spectral Vegetation Indices: Implications for Biophysical Modeling”. In Scale in Remote Sensing and GIS. Quattrochi, D.A., and M.F. Goodchild, eds. pp. 113–139.
  • Friedl, M.A., F.W. Davis, J. Michaelsen, and M.A. Moritz. 1995. “Scaling and Uncertainty in the Relationship Between the NDVI and Land Surface Biophysical Variables: An Analysis Using a Scene Simulation Model and Data from FIFE”, Remote Sensing of Environment, Vol. 54, pp. 233–246.
  • Frohn, R.C., 1998. Remote Sensing for Landscape Ecology. Lewis Publishers, 99 p.
  • Gong, P., D.J. Marceau, and P.J. Howarth. 1992. “A Comparison of Spatial Feature Extraction Algorithms for Land-Use Classification with SPOT HRV Data”, Remote Sensing of Environment, Vol. 40, pp. 137–151.
  • Goodchild, M.F., and D.A. Quattrochi. 1997. “Scale, Multiscaling, Remote Sensing, and GIS”. In Scale in Remote Sensing and GIS. Quattrochi, D.A. and M.F. Goodchild, eds., pp. 1–11.
  • Gougeon, F.A. 1995. “A Crown-Following Approach to the Automatic Delineation of Individual Tree Crowns in High Spatial Resolution Aerial Images”, Canadian Journal of Remote Sensing, Vol. 21, No. 3, pp. 274–284.
  • Haggett, P., A.D. Cliff, and A. Frey. 1977. Locational Analysis in Human Geography, Locational Models. Edward Arnold, 605 p.
  • Hay, G.J., 1993. Visualizing 3-D Texture: A Three Dimensional Structural Approach To Model Forest Texture. Unpublished M.Sc. Thesis, Department of Geography, University of Victoria, 81 p.
  • Hay, G.J., and K.O. Niemann. 1994. “Visualizing 3-D Texture: A Three-Dimensional Structural Approach to Model Forest Texture”, Canadian Journal of Remote Sensing, Vol. 20, No. 2, pp. 90–101.
  • Hay, G.J., K.O. Niemann, and G.F. McLean. 1996. “An Object-Specific Image-Texture Analysis of H-Resolution Forest Imagery”, Remote Sensing of Environment, Vol. 55, pp. 108–122.
  • Hay, G.J., D.G. Goodenough, and K.O. Niemann, 1997. “Spatial Thresholds, Image-Objects, and Upscaling: A Multi-Scale Evaluation”, Remote Sensing of Environment, Vol. 62, No. 1, pp. 1–19.
  • Hay, G.J., and D.J. Marceau. 1998. “Are Image-Objects the Key For Upscaling Remotely Sensed Data?” Proceedings of the Modeling Complex Systems Conference, July 12–17, New Orleans, Louisiana.
  • Hunt, L., and B. Boots. 1996. “MAUP Effects in the Principal Axis Factoring Technique”, Geographical Systems, Vol. 3, pp. 101–121.
  • Hyppänen, H., 1996. “Spatial Autocorrelation and Optimal Spatial Resolution of Optical Remote Sensing Data in Boreal Forest Environment”, International Journal of Remote Sensing, Vol. 17, No. 17, pp. 3441–3452.
  • Irons, J.R., B.L. Markham, R.F. Nelson, D.L. Toll, D.L. Williams, R.S. Latty, and M.L. Stauffer. 1985. “The Effects of Spatial Resolution on the Classification of Thematic Mapper Data”, International Journal of Remote Sensing, Vol. 6, No. 8, pp. 1385–1403.
  • Jarvis, P.G. 1995. “Scaling Processes and Problems”, Plant, Cell, and Environment, Vol. 18, pp. 1079–1089.
  • Jelinski, D.E., and J. Wu. 1996. “The Modifiable Areal Unit Problem and Implications for Landscape Ecology”, Landscape Ecology, Vol. 11, No. 3, pp. 129–140.
  • Kusaka, T., and Y. Kawata. 1991. “Hierarchical Classification of Landsat TM Image Using Spectral and Spatial Information”. Proceedings of IGARSS, June 3–6, Espoo, Finland, pp. 2187–2190.
  • Latty, R.S., and R.M. Hoffer. 1981. “Computer-Based Classification Accuracy Due to the Spatial Resolution Using Per-Point Versus Per-Field Classification Techniques”. Symposium of Machine Processing of Remotely Sensed Data, pp. 384–392.
  • Leckie, D., and F. Gougeon. 1998. International Workshop on Automated Interpretation of High Spatial Resolution Digital Imagery for Forestry, February 10–12, Victoria, British Columbia, Canada.
  • Levin, S.A., 1992. “The Problem of Pattern and Scale in Ecology”, Ecology, Vol. 73, pp. 1943–1967.
  • Marceau, D.J. 1999. “The Scale Issue in the Social and Natural Sciences”, Canadian Journal of Remote Sensing, this issue.
  • Marceau, D.J. 1992. The Problem of Scale and Spatial Aggregation in Remote Sensing: An Empirical Investigation Using Forestry Data. Unpublished Ph.D. Thesis, Department of Geography, University of Waterloo, 180 p.
  • Marceau, D.J., and G.J. Hay. 1998. Proceedings of the International Workshop on Scaling and Modeling in Forestry: Applications in Remote Sensing and GIS, March 19–21, Montréal, Canada, Department of Geography, University of Montreal, 180 p.
  • Marceau, D.J., P.J. Howarth, and D.J. Gratton. 1994a. “Remote Sensing and the Measurement of Geographical Entities in a Forested Environment; Part 1 : The Scale and Spatial Aggregation Problem”, Remote Sensing of Environment, Vol. 49, No. 2, pp. 93–104.
  • Marceau, D.J., D.J. Gratton, R. Fournier, and J.P. Fortin. 1994b. “Remote Sensing and the Measurement of Geographical Entities in a Forested Environment; Part 2: The Optimal Spatial Resolution”, Remote Sensing of Environment, Vol. 49, No. 2, pp. 105–117.
  • Marceau, D.J., P.J. Howarth, J.M.M. Dubois, and D.J. Gratton. 1990. “Evaluation of the Gray-Level Cooccurrence Matrix (GLCM) Method for Land-Cover Classification Using SPOT Imagery”, IEEE Transactions on Geoscience and Remote Sensing, Vol. 28, No. 4, pp. 513–519.
  • Markham, B.L., and J.R.G. Townshend. 1981. “Land Cover Classification Accuracy as a Function of Sensor Spatial Resolution”. Proceedings of the Fifteenth International Symposium on Remote Sensing of Environment, Ann Arbor, Michigan, pp. 1075–1090.
  • McNulty, S.G., J.M. Vose, and W.T. Swank. 1997. “Scaling Predicted Pine Forest Hydrology and Productivity Across the Southern United States”. In Scale in Remote Sensing and GIS, Quattrochi, D.A., and M.F. Goodchild, eds., pp. 187–209.
  • Meentemeyer, V., 1989. “Geographical Perspectives of Space, Time, and Scale”, Landscape Ecology, Vol. 3, Nos. 3/4, pp. 163–173.
  • Meentemeyer, V., and E.O. Box. 1987. “Scale Effects in Landscape Studies”. In Landscape Heterogeneity and Disturbance, M.G. Turner, ed., Springer-Verlag, pp. 15–34.
  • Moody, A., and C.E. Woodcock. 1995. “The Influence of Scale and the Spatial Characteristics of Landscapes on Land-Cover Mapping Using Remote Sensing”, Landscape Ecology, Vol. 10, No. 6, pp. 363–379.
  • O'Neill, R.V., C.T. Hunsaker, S.P. Timmins, B.L. Jackson, K.B. Jones, K.H. Ritters, and J.D. Wickham. 1996. “Scale Problems in Reporting Landscape Pattern at the Regional Scale”, Landscape Ecology, Vol. 11, No. 3, pp. 169–180.
  • O'Neill, R.V., D.L. De Angelis, J.B. Waide, and T.F.H. Allen. 1986. A Hierarchical Concept of Ecosystems. Princeton University Press, Princeton, New Jersey.
  • Openshaw, S. 1977. A Geographical Solution to Scale and Aggregation Problems in Region-Building, Partitioning and Spatial Modeling. Institute of British Geographers, Transactions, New Series, Vol. 2, No. 1, pp. 459–472.
  • Openshaw, S., 1978. “An Empirical Study of Some Zone-Design Criteria”, Environment and Planning A, Vol. 10, pp. 781–794.
  • Openshaw, S., 1984. The Modifiable Areal Unit Problem. Concepts and Techniques in Modern Geography (CATMOG), No. 38, 40 p.
  • Pax-Lenney, M., and C.E. Woodcock. 1997. “The Effect of Spatial Resolution on the Ability to Monitor the Status of Agricultural Lands”, Remote Sensing of Environment, Vol. 61, pp. 210–220.
  • Peddle, D.R., and S.E. Franklin. 1989. “High Resolution Satellite Image Texture for Moderate Relief Terrain Analysis”. Proceedings of IGARSS/12th Canadian Symposium on Remote Sensing, Vol. 2, pp. 653–655.
  • Pickett, S.T.A., and P.S. White. 1985. The Ecology of Natural Disturbance and Patch Dynamics. Academic Press, 472 p.
  • Puech, C., 1994. “Thresholds of Homogeneity in Targets in the Landscape. Relationship with Remote Sensing”, International Journal of Remote Sensing, Vol. 15, No. 12, pp. 2421–2435.
  • Pultz, T.J., and R.J. Brown. 1987. “SAR Image Classification of Agricultural Targets Using First- and Second-Order Statistics”, Canadian Journal of Remote Sensing, Vol. 13, No. 2, pp. 85–91.
  • Quattrochi, D.A., and M.F. Goodchild. 1997. Scale in Remote Sensing and GIS. Lewis Publishers, 406 p.
  • Raffy, M. 1992. “Change of Scale in Models of Remote Sensing: A General Method for Spatialization of Models”, Remote Sensing of Environment, Vol. 40, pp. 101–112.
  • Raffy, M. 1993. Deuxième réunion sur les changements d'échelle dans les modèles de l'environnement et de la télédétection. Strasbourg, 17–19 mai. Groupement scientifique de télédétection spatiale, Strasbourg, France.
  • Ramstein, G., and M. Raffy. 1989. “Analysis of the Structure of Radiometric Remotely Sensed Images”. International Journal of Remote Sensing, Vol. 10, No. 6, pp. 1049–1073.
  • Rosswall, T., G. Woodmansee, and P.G. Risser. 1988. Scales and Global Change. John Wiley and Sons, New York.
  • Sadowski, F.G., and J.E. Sarno. 1976. Additional Studies of Forest Classification Accuracy as Influenced by Multispectral Scanner Spatial Resolution. ERIM 122700–4-R, Environmental Research Institute of Michigan, Ann Arbor, Michigan, 49 p.
  • Sadowski, F.G., W.A. Malila, J.E. Sarno, and R.F. Nalepka. 1977. “The Influence of Multispectral Scanner Spatial Resolution on Forest Feature Classification”. Proceedings of the 11th International Symposium on Remote Sensing of Environment, 25–29 April, Ann Arbor, pp. 1279–1288.
  • Schneider, D.C. 1994. Quantitative Ecology. Spatial and Temporal Scaling. Academic Press, 395 p.
  • Sivapalan, M., and J.D. Kalma. 1995. “Scale Problems in Hydrology: Contributions of the Robertson Workshop”, Hydrological Processes, Vol. 9, pp. 243–250.
  • Souriau, M. 1994. “Scaling and Physical Thresholds: The Case of Continental Topography”, International Journal of Remote Sensing, Vol. 15, No. 12, pp. 2403–2408.
  • St-Onge, B.A., and F. Cavayas. 1995. “Estimating Forest Stand Structure from High Resolution Imagery Using the Directional Variogram”, International Journal of Remote Sensing, Vol. 16, No. 11, pp. 1999–2021.
  • Stewart, J.B., E.T. Engman, R.A. Feddes, and Y. Kerr. 1996. Scaling Up in Hydrology Using Remote Sensing. John Wiley and Sons.
  • Stewart, J.B., E.T. Engman, R.A. Feddes, and Y.H. Kerr. 1998. “Scaling Up in Hydrology Using Remote Sensing: Summary of a Workshop”, International Journal of Remote Sensing, Vol. 19, No. 1. pp. 181–194.
  • Tilton, J.C. 1991. “A Tool for Interactive Exploration of Hierarchical Segmentation”. Proceedings of IGARSS, June 3–6, Espoo, Finland, pp. 1099–1101.
  • Townshend, J.R.G., and C.O. Justice. 1988. “Selecting the Spatial Resolution of Satellite Sensors Required for Global Monitoring of Land Transformations”, International Journal of Remote Sensing. Vol. 9, No. 2, pp. 187–236.
  • Turner, D.P., R. Dodson, and D. Marks. 1996. “Comparison of Alternative Spatial Resolutions in the Application of a Spatially Distributed Biogeochemical Model Over Complex Terrain”, Ecological Modeling, Vol. 90, pp. 53–67.
  • Turner, M.G., V.H. Dale, and R.H. Gardner. 1989. “Predicting Across Scales: Theory Development and Testing”, Landscape Ecology, Vol. 3, No. 3/4, pp. 245–252.
  • Turner, S.J., R.V. O'Neill, W. Conley, M.R. Conley, and H.C. Humphries. 1991. “Pattern and Scale: Statistics for Landscape Ecology”. In Quantitative Methods in Landscape Ecology, M.G. Turner and R.H. Gardner, eds, Springer-Verlag, pp. 17–49.
  • Ustin, S.L., M.O. Smith, and J.B. Adams. 1993. “Remote Sensing of Ecological Processes: A Strategy for Developing and Testing Ecological Models Using Spectral Mixture Analysis”. In Scaling Physiological Processes: Leaf to Globe, Ehleringer, J.R. and C.B. Field, eds. Academic Press, pp. 339–357.
  • Visvalingam, M. 1991. “Areal Units and the Linking of Data: Some Conceptual Issues”. In Spatial Analysis and Spatial Policy Using Geographic Information Systems, L. Worrall, ed., Belhaven Press, pp. 12–37.
  • Walsh, S.J., A. Moody, T.R. Allen, and D.G. Brown. 1997. “Scale Dependence of NDVI and Its Relationship to Mountainous Terrain”. In Scale in Remote Sensing and GIS, Quattrochi, D.A. and Goodchild, M.F., eds, Lewis Publishers, pp. 27–55.
  • Wood, E.F. 1995. “Scaling Behavior of Hydrological Fluxes and Variables: Empirical Studies Using a Hydrological Model and Remote Sensing Data”. Hydrological Processes, Vol. 9. pp. 331–346.
  • Woodcock, C.E., A.H. Strahler, and D.L.B. Jupp. 1988a. “The Use of Variograms in Remote Sensing: Part I. Scene Models and Simulated Images”. Remote Sensing of Environment, Vol. 25, pp. 323–348.
  • Woodcock, C.E., A.H. Strahler, and D.L.B. Jupp. 1988b. “The Use of Variograms in Remote Sensing: Part II. Real Digital Images”, Remote Sensing of Environment, Vol. 25, pp. 349–379.
  • Woodcock, C.E., and A.H. Strahler. 1987. “The Factor of Scale in Remote Sensing”, Remote Sensing of Environment, Vol. 21, pp. 311–332.
  • Wu, J., and O.L. Loucks. 1995. “From Balance of Nature to Hierarchical Patch Dynamics: A Paradigm Shift in Ecology”, The Quaterly Review of Biology, Vol. 70, pp. 439–466.
  • Wulder, M., and B. Boots. 1998a. “Local Spatial Autocorrelation Characteristics of Landsat TM Imagery of a Managed Forest Area”, Canadian Journal of Remote Sensing, under revision.
  • Wulder, M., and B. Boots. 1998b. “Local Spatial Autocorrelation Characteristics of Remotely Sensed Imagery Assessed with the Getis Statistic”, International Journal of Remote Sensing, Vol. 19, No. 11, pp. 2223–2231.

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