Comparing raster map comparison algorithms for spatial modeling and analysis

Photogrammetric Engineering and Remote Sensing

Volumn 71, Issue 8, 2005, Pages 975-984

  Kuhnert, Matthias ^a   Voinov, Alexey ^b   Seppelt, Ralf ^c  

^a GFZ GERMAN RESEARCH CENTRE FOR GEOSCIENCES   (Germany)

^b UNIVERSITY OF VERMONT   (United States)

^c HELMHOLTZ CENTRE FOR ENVIRONMENTAL RESEARCH UFZ   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SIMULATION; ECOLOGY; LANDSLIDES; MAPPING; PATTERN RECOGNITION; PHOTOGRAMMETRY; PROBLEM SOLVING; SURVEYING; WORLD WIDE WEB;

GRID-BASED MAPS; LANDSCAPE ECOLOGY; SPATIAL PATTERNS; WEB-BASED SURVEY;

ALGORITHMS;

ALGORITHM; LANDSCAPE ECOLOGY; MAPPING; NUMERICAL MODEL; RASTER; SPATIAL ANALYSIS;

EID: 33746370397     PISSN: 00991112     EISSN: None     Source Type: Journal    
DOI: 10.14358/PERS.71.8.975     Document Type: Review

References (21)

1. Borenstein, D., 1998. Towards a practical method to validate decision support systems, Decision Support Systems, 23:227-239.
2. Bishop, Y., S. Fienberg, and P. Holland, 1975. Discrete Multivariate Analysis: Theory and Practice, MIT Press, Cambridge, Massachusetts.
3. nd Edition, The Guilford Press, London, New York.
4. Cohen, J., 1960. A coefficient of agreement for nominal scales, Educational and Psychological Measurements, 20(1):37-46.
5. Congalton, R., 1993. A practical look at the source of confusion in error matrix generation, Photogrammetric Engineering & Remote Sensing, 59:641-644.
6. Costanza, R., 1989. Model goodness of fit: A multiple resolution procedure, Ecological Modeling, 47:199-215.
7. Everitt, B.S., 1977. The analysis of the contingency tables, John Wiley & Sons, Inc., New York.
8. Hagen, A., 2003. Fuzzy set approach to assessing similarity of categorical maps, International Journal for Geographical Information Science, 17(3):235-249.
9. Kok, K., 2001. A method and application of multi-scale validation in spatial landuse models, Agriculture, Ecosystems and Environment, 85:223-238.
10. Maxwell, T., and R. Costanza, 1997. A language for modular spatiotemporal simulation, Ecological Modeling, 103:105-113.
11. Pontius, R.G., 1994. Modeling Tropical Land Use Change and Assessing Policies to Reduce Carbon Dioxide Release from Africa, Graduate Program in Environmental Science, SUNY-ESF, Syracuse, New York, 177 p.
12. Pontius, R.G., 2000. Quantification Error Versus Location Error in Comparison of Categorical Maps, Photogrammetric Engineering & Remote Sensing, 66(8):1011-1016.
13. Pontius, R.G., 2001. Land-cover change model validation by ROC method for the Ipswich watershed, Massachusetts, USA, Agriculture, Ecosystems and Environment, 85:239-248.
14. Pontius, R. G., 2002. Statistical methods to partition effects of quantity and location during comparison of categorical maps at multiple resolutions, Photogrammetric Engineering & Remote Sensing, 68(10):1041-1049.
15. Pontius, R.G., E. Shusas, and M. McEachern, 2004. Detecting important categorical land changes while accounting for persistence, Agricultural, Ecosystems and Environment, 101(2-3):251-268.
16. Riitters, K.H., R.V. O'Neill, C.T. Hunsacker, J.D. Wickham, D.H. Yankee, S.P. Timmins, K.B. Jones, and B.L. Jackson, 1995. A factor analysis of landscape pattern and structure metrics, Landscape Ecology, 10(1):23-39.
17. Seppelt, R., and A. Voinov, 2003. Optimization methodology for landuse patterns - Evaluation based on multiscale habitat pattern comparison. Ecological Modelling, 168(3):217-231.
18. Stehman, S.V., 1996. Estimation the kappa coefficient and its variance under stratified random sampling, Photogrammetric Engineering & Remote Sensing, 62(4):401-407.
19. Turner, M.G., and R. Costanza, 1989. Methods to evaluate the performance of spatial simulation model, Ecological Modelling, 48:1-18.
20. Verbyla, D.L., and T.O. Hammond, 1995. Conservative bias in classification accuracy assessment due to pixel-by-pixel comparison of classified images with reference grids, International Journal of Remote Sensing, 16(3):581-587.
21. Voinov A., R. Costanza, L. Wainger, R. Boumans, F. Villa, T. Maxwell, and H. Voinov, 1999. Patuxent landscape model: integrated ecological economic modeling of a watershed, Environmental Modeling and Software, 14(5):473-491.