Abstract
The paper introduces linked micromap (LM) plots for presenting environmental summaries. The LM template includes parallel sequences of micromap, label, and statistical summary graphics panels with attention paid to perceptual grouping, sorting and linking of the summary components. The applications show LM plots for Omernik Level II Ecoregions. The summarized United States continental data includes USGS digital elevation, 30-year normal precipitation and temperature, and 8 million AVHRR pixels classified into 159 types of land cover. One LM plot uses a line-height glyph to represent all 159 land cover percentages per ecoregion. LM plots represent new visualization methodology that is useful in the data and knowledge based pattern representation and knowledge discovery process. The LM plots focus on providing an orienting overview. The overview provides a starting place for subsequent drilling down to what could otherwise be viewed as an overwhelming mass of data. The overview also provides a starting place to]earn about the intellectual structure that lies behind the notion of ecoregions and begins to connect this abstract structure to quantitative methods.
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References
Artic Monitoring and Assessment Programme 1997. Arctic Pollution Issues: A State of the Arctic Environmental Report. AMAP, Box 8100 Dep. N-0032 Oslo, Norway.
Bailey, R.G. 1995a. Description of the ecoregions of the United States. USDA Forest Service, Washington, DC, Misc. Publ. No. 1391 (rev.).
Bailey, R.G. 19956. Ecosystem Geography. New York: Springer-Verlag.
Bailey, R.G. 1998. Ecoregions map of North America: Explanatory Note. USDA Forest Service, Washington, DC, Misc. Publ. 1548.
Becker, R.A. and Cleveland, W.S. 1993. Discussion of graphical comparison of several linked aspects: Alternative and suggested principles. J. Computational and Graphical Statistics 2: 41–48.
Bertin, J.B. 1983. Semiology of Graphics Diagrams Networks Maps. Berg, W.J. (translator). London England: The University of Wiscons in Press.
Brewer, C.A. 1997. Spectral schemes: Controversial color use on maps. Cartography and Geographic Information Systems 24: 203–220.
Carr, D.B. 1980. Impact of large on the analysis process. D.L. Hall (Ed.), ALDS 1979 Panel Review, Pacific Northwest Laboratory, Richland, WA, PNL-SA-8781.
Carr, D.B. 1991. Looking at large data sets using binned data plots., A. Buja and R. Tukey (Eds.), Computing and Graphics in Statistics, New York: Springer-Verlag, 7–39.
Carr, D.B. 1994a. Converting plots to tables. Center for Computational Statistics, George Mason University, Fairfax, VA, Technical Report No. 101.
Can, D.B. 1994b. A colorful variation on boxplots. Statistical Computing and Graphics Newsletter 5 (3): 19–23.
Carr, D.B. 1994c. Using gray in plots. Statistical Computing and Graphics Newsletter 5 (2): 11–14.
Carr, D.B. 1996. Perspectives on the analysis of massive data sets. Proceeding of the 27th Symposium on the Interface, Interface Foundation of North America, Fairfax, VA, Computing Science and Statistics 27: 410–419.
Can, D.B. 1997. Some simple Splus tools for matrix layouts. U.S. Bureau of Labor Statistics, Washington, DC, Statistical Note Series No. 42.
Can, D.B. 1998. Multivariate Graphics. P. Armitage and T. Colton (Ed.), Encyclopedia of Biostatistics, New York: John Wiley and Sons, 4: 2864–2886.
Can, D.B., Littlefield, R.J., Nicholson, W.L., and Littlefield, J.S. 1987. Scatterplot matrix techniques for large N.J. American Statistical Association 82: 424–436.
Can, D.B. and Nusser, S.A. 1995. Converting tables to plots, a challenge from Iowa State. Statistical Computing and Graphics Newsletter 6 (3): 11–18.
Can, D.B. and Olsen, A.R. 1996. Simplifying visual appearance by sorting: An example using 159 AVHRR classes. Statistical Computing and Graphics Newsletter 7 (1): 10–16.
Can, D.B., Olsen, A.R., Courbois, J.P., Pierson, S.M., and Can, D.A. 1998. Linked micromap plots: Named and described. Statistical Computing and Graphics Newsletter 9 (1): 24–32.
Can, D.B., Olsen, A.R., and White, D. 1992. Hexagon mosaic maps for display of univariate and bivariate geographical data. Cartography and Geographic Information Systems 19: 228–236, 271.
Carr, D.B. and Pierson, S. 1996. Emphasizing statistical summaries and showing spatial context with micromaps. Statistical Computing and Graphics Newsletter 7 (3): 16–23.
Can, D.B., Somogyi, R., and Michaels, G. 1997. Templates for looking at gene expression clustering. Statistical Computing and Graphics Newsletter 8 (1): 20–29.
Can, D.B., Valliant, R., and Rope, D. 1996. Plot interpretation and information webs: A time-series example from the Bureau of Labor Statistics. Statistical Computing and Graphics Newsletter 7 (2): 19–26.
CATS. 1996. Massive data sets-Proceedings of a workshop. Committee on Applied and Theoretical Statistics, National Research Council, National Academy Press, Washington, DC.
Chambers, J.M., Cleveland, W.S., Kleiner, B., and Tukey, P.A. 1983. Graphical Methods for Data Analysis. Pacific Grove, CA: Wadsworth and Brooks/Cole.
Cleveland, W.S. 1993a. Visualizing Data. Summit NJ: Hobart Press.
Cleveland, W.S. 1993b. A model for studying display methods of statistical graphics. J. Computational and Graphical Statistics 2 (4): 322–343.
Cleveland, W.S. 1994. The Elements of Graphing Data. Summit, NJ: Hobart Press.
Cleveland, W.S. and McGill, R. 1984. Graphical perception: Theory, experimentation, and application to the development of graphical methods. J. American Statistical Association 79: 531–554.
Daly, C., Neilson, R.P., and Phillips, D.L. 1994. A statistical-topographic model for mapping climatological precipitation over mountainous terrain. J. Applied Meteorology 33: 140–158.
Dent, B.D. 1990. Cartography-Thematic Map Design. Dubuque, IA: Wm C. Brown Publishers. Dorling, D. 1995. A New Social Atlas of Britain. Chichester, England: John Wiley and Sons.
Eddy, W.F. and Mockus, A. 1996. An interactive icon index: Images of the outer planets. J. Computational and Graphical Statistics 5 (1): 101–111.
Eick, S.G. 1996. Visualizing large data sets. Massive Data Sets -Proceedings of a Workshop, Committee on Applied and Theoretical Statistics, National Research Council, National Academy Press, Washington, DC. Friedman, J.H. and Rafsky, L.C. 1979. Multivariate generalizations of the Wald-Wolfowitz and Smirnov twosample tests. Annals of Statistics 7 (4): 697–717.
Frigge, M., Hoaglin, D.C., and Iglewicz, B. 1989. Some implementations of the box plot. The American Statistician 43: 50–54.
Goodchild, M. and Gopal, S. (Ed.). 1989. Accuracy of Spatial Databases. New York: Taylor and Francis. Grant, J.P. 1993. The State of the World’s Children 1993. Oxford: Oxford University Press.
Green, S., Marchionini, G., Plaisant, C., and Schneiderman, B. 1997a. Previews and overview in digital libraries: Designing surrogates to support visual information-seeking. Human Computer Interaction Laboratory, University of Maryland, College Park, MD, Technical Report 97–16.
Green, S., Tanin, E., Plaisant, C., Schneiderman, B., and Olsen, L. 1997b. The End of zero-hit queries; Query preview for NASA’s Global Change Master Directory. Human Computer Interaction Laboratory, University of Maryland, College Park, MD, Technical Report 97–20.
Hall, D.L. 1980. Large data sets analysis concepts. D.L. Hall (Ed.), ALDS 1979 Panel, Pacific Northwest Laboratory, Richland, WA, PNL-SA-8781.
Huber, P.J. 1994. Huge data sets. R. Dutter and W. Grossman (Ed.). Compstat 1994: Proceedings, Heidelberg: Physica Verlag.
Julesz, B. 1986. Texton gradients: The texton theory revisited. Biological Cybernetics 54:245–251. Kosslyn, S.M. 1994. Elements of Graph Design. New York: W. H. Freeman and Co.
Loveland, T.R., Merchant, J.W., Reed, B.C., Brown, J.F., Ohlen, D.O., Olson, P., and Hutchinson, J. 1995. Seasonal
land cover regions of the United States. Annals Association of American Geographers 85:339–355. MacEachren, A.M. 1994. Some Truth with Maps: A Primer on Symbolization and Design. Washington, D.C.:
Association of American Geographers.
MacEachren, A.M. 1995. How Maps Work-Representation, Visualization, and Design. New York: The Guilford Press.
McGill, R., Tukey, J.W., and Larsen, W.A. 1978. Variation of boxplots. The American Statistician 32: 12–16.
Monmonier, M. 1988. Geographical representations in statistical graphics: A conceptual framework. 1988 Proceedings of the Section on Statistical Graphics, American Statistical Association, Alexandria VA. pp. 1–10.
Monmonier, M. 1991. How to Lie with Maps. Chicago: The University of Chicago Press.
Monmonier, M. 1993. Mapping It Out. Chicago: The University of Chicago Press.
Olsen, A.R., Can, D.B., Courbois, J.P., and Pierson, S.M. 1996. Presentation of data in linked attribute and geographic space. Poster presentation, 1996 Joint Statistical Meetings, Chicago, IL.
Omernik, J.M. 1987. Ecoregions of the conterminous United States. Annals Association of American Geographers 77 (1): 118–25.
Omernik, J.M. 1995. Ecoregions: a spatial framework for environmental management. W.S. Davis, and T.P. Simon (Ed.), Biological Assessment and Criteria: Tools for Water Resource Planning and Decision Making. Boca Raton, FL: Lewis Publishers. pp. 49–62.
Pickle, L.W., Mingle, M., Jones, G. K., and White, A.A. 1997. Atlas of United States Mortality. Hyattsville, MD: National Center for Health Statistics.
Plaisant, C., Mushing, R., Snyder, A., Li, J., Heller, D., and Schneiderman, B. 1998. LifeLines: Using visualization to enhance navigation and analysis of patient records. Human Computer Interaction Laboratory, University of Maryland, College Park, MD, Technical Report 98–80.
Scott, D.W. 1992. Multivariate Density Estimation, Theory, Practice and Visualization. New York: John Wiley and Sons.
Tufte, E.R. 1983. The Visual Display of Quantitative Information. Cheshire, CT: Graphics Press. Tufte, E.R. 1990. Envisioning Information. Cheshire, CT: Graphics Press.
Tufte, E.R. 1997. Visual Explanations. Cheshire, CT: Graphics Press.
Tukey, J.W. 1993. Graphic comparisons of several linked aspects: Alternatives and suggested principles. J. Computational and Graphical Statistics 2: 1–33.
USGS. 1985. 1: 250,000-scale Digital Elevation Models (DEM) also known as 1-Degree DEM’s. U.S. Geological Survey, Washington, DC.
Wahlström, E., Hallanaro, E., and S. Manninen. S. (Ed.). 1996. The Future of the Finnish Environment. Helsinki: Edita Ltd.
Wiken, E.B. 1986. Terrestrial ecozones of Canada. Environment Canada, Ottawa, Ontario, Canada, Ecological Land Classification Series No. 19.
Woods, D. 1992. The Power of Maps. New York: The Guilford Press.
Zawitz, M.W. (Ed.). 1983. Report to the Nation on Crime and Justice, The Data. U.S. Department of Justice, Washington, DC.
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Carr, D.B., Olsen, A.R., Pierson, S.M., Courbois, JY.P. (2000). Using Linked Micromap Plots to Characterize Omernik Ecoregions. In: Brown, T.J., Mielke, P.W. (eds) Statistical Mining and Data Visualization in Atmospheric Sciences. Springer, Boston, MA. https://doi.org/10.1007/978-1-4757-6581-6_4
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