Data Visualization

  • Reference work entry
  • First Online:
Encyclopedia of Geoarchaeology

Part of the book series: Encyclopedia of Earth Sciences Series ((EESS))

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Synonyms

Graphic design; Information graphics (infographics)

Definition

Data visualization. Pictorial representations that are derived from qualitative or quantitative raw data to infer process or patterns in phenomena. Data visualization is closely linked to informatics, the collection, indexing, storage, retrieval, analysis, synthesis, and dissemination of data (He, 2003) and graphic design, which is the study of the technology, implementation, and social impact on human visual communication (Frascara, 1988).

Introduction

Multimedia learning theory posits that the human brain creates dynamic associations between words, pictures, and auditory information to maximize learning capability (Mayer, 2001). Sociological studies of scientific practices have also showed that visualizations are a key part of the discovery process and the transmission of information among individuals (Lynch and Woolgar, 1990; Dibiase et al., 1992; Suárez, 2010; Allamel-Raffin, 2011; Gelfert, 2011). While words...

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Bibliography

  • Allamel-Raffin, C., 2011. The meaning of a scientific image: case study in nanoscience a semiotic approach. NanoEthics, 5(2), 165–173.

    Article  Google Scholar 

  • Barceló, J. A., 2001. Virtual reality and scientific visualization: working with models and hypotheses. International Journal of Modern Physics C, 12(4), 569–580.

    Article  Google Scholar 

  • Barceló, J. A., Forte, M., and Sanders, D. H., 2000. Virtual Reality in Archaeology. Oxford: Archaeopress. British Archaeological Reports, International Series, Vol. 843.

    Google Scholar 

  • Bernatchez, J. A., 2010. Taphonomic implications of orientation of plotted finds from Pinnacle Point 13B (Mossel Bay, Western Cape Province, South Africa). Journal of Human Evolution, 59(3–4), 274–288.

    Article  Google Scholar 

  • Boucher de Perthes, J., 1847. Antiquités celtiques et antédiluviennes. Mémoire sur l’industrie primitive et les arts à leur origine. Paris, 3 Vols: Treuttel et Wurtz.

    Google Scholar 

  • Conyers, L. B., 2004. Ground-Penetrating Radar for Archaeology, old edn. Walnut Creek, CA: AltaMira.

    Google Scholar 

  • Conyers, L. B., 2010. Ground-penetrating radar for anthropological research. Antiquity, 84(323), 175–184.

    Article  Google Scholar 

  • Conyers, L. B., and Leckebusch, J., 2010. Geophysical archaeology research agendas for the future: some ground-penetrating radar examples. Archaeological Prospection, 17(2), 117–123.

    Google Scholar 

  • Dalan, R. A., 2008. A review of the role of magnetic susceptibility in archaeogeophysical studies in the USA: recent developments and prospects. Archaeological Prospection, 15(1), 1–31.

    Article  Google Scholar 

  • Dibiase, D., MacEachren, A. M., Krygier, J. B., and Reeves, C., 1992. Animation and the role of map design in scientific visualization. Cartography and Geographic Information Systems, 19(4), 201–214. 265–266.

    Article  Google Scholar 

  • Dongarra, J. J., Meuer, H. W., Simon, H. D., and Strohmaier, E., 2010. Recent trends in high performance computing. In Bultheel, A., and Cools, R. (eds.), The Birth of Numerical Analysis. Singapore/Hackensack, NJ: World Scientific Publishing, pp. 93–107.

    Google Scholar 

  • Egenhofer, M. J., and Mark, D. M., 1995. Naive geography. In Frank, A. U., and Kuhn, W. (eds.), Spatial Information Theory: A Theoretical Basis for GIS. Berlin: Springer. Lecture Notes in Computer Sciences, Vol. 988, pp. 1–15.

    Chapter  Google Scholar 

  • Entwistle, J. A., McCaffrey, K. J. W., and Abrahams, P. W., 2009. Three-dimensional (3D) visualisation: the application of terrestrial laser scanning in the investigation of historical Scottish farming townships. Journal of Archaeological Science, 36(3), 860–866.

    Article  Google Scholar 

  • ESRI, 2011. ArcGIS 10.1 Common Questions: Lidar and 3D.

    Google Scholar 

  • Fisher, P., Dykes, J., and Wood, J., 1993. Map design and visualization. Cartographic Journal, 30(2), 136–142.

    Article  Google Scholar 

  • Fisher, E. C., Bar-Matthews, M., Jerardino, A., and Marean, C. W., 2010. Middle and Late Pleistocene paleoscape modeling along the southern coast of South Africa. Quaternary Science Reviews, 29(11–12), 1382–1398.

    Article  Google Scholar 

  • Frascara, J., 1988. Graphic design: fine art or social science? Design Issues, 5(1), 18–29.

    Article  Google Scholar 

  • Fuller, S. H., and Millett, L. I., 2011. Computing performance: game over or next level? Computer, 44(1), 31–38.

    Article  Google Scholar 

  • Gaffney, C., 2008. Detecting trends in the prediction of the buried past: a review of geophysical techniques in archaeology. Archaeometry, 50(2), 313–336.

    Article  Google Scholar 

  • Gelfert, A., 2011. Model-based representation in scientific practice: new perspectives. Studies in History and Philosophy of Science Part A, 42(2), 251–252.

    Article  Google Scholar 

  • Gillings, M., 2000. Plans, elevations and virtual worlds: the development of techniques for the routine construction of hyperreal simulations. In Barceló, J. A., Forte, M., and Sanders, D. H. (eds.), Virtual Reality in Archaeology. Oxford: Archaeopress. British Archaeological Reports, International Series, Vol. 843, pp. 59–70.

    Google Scholar 

  • Gillings, M., 2002. Virtual archaeologies and the hyper-real: or, what does it mean to describe something as virtually-real? In Fisher, P. F., and Unwin, D. (eds.), Virtual Reality in Geography. London: Taylor and Francis, pp. 17–34.

    Google Scholar 

  • Gillings, M., 2005. The real, the virtually real, and the hyperreal: the role of VR in archaeology. In Smiles, S., and Moser, S. (eds.), Envisioning the Past: Archaeology and the Image. Oxford: Blackwell, pp. 223–239.

    Chapter  Google Scholar 

  • Gooding, D. C., 2008. Envisioning explanations: the art in science. In Frischer, B., and Dakouri-Hild, A. (eds.), Beyond Illustration: 2D and 3D Digital Technologies as Tools for Discovery in Archaeology. Oxford: Archaeopress. British Archaeological Reports, International Series, Vol. 1805, pp. 1–19.

    Google Scholar 

  • Häberling, C., Bär, H., and Hurni, L., 2008. Proposed cartographic design principles for 3D maps: a contribution to an extended cartographic theory. Cartographica: The International Journal for Geographic Information and Geovisualization, 43(3), 175–188.

    Article  Google Scholar 

  • Harris, T. M., 2006. Scale as artifact: GIS, ecological fallacy, and archaeological analysis. In Lock, G. R., and Molyneaux, B. (eds.), Confronting Scale in Archaeology: Issues of Theory and Practice. New York: Springer, pp. 39–53.

    Google Scholar 

  • Hassan, F. A., 1978. Sediments in archaeology: methods and implications for palaeoenvironmental and cultural analysis. Journal of Field Archaeology, 5(2), 197–213.

    Google Scholar 

  • He, S., 2003. Informatics: a brief survey. Electronic Library, 21(2), 117–122.

    Article  Google Scholar 

  • Hegarty, M., Smallman, H. S., Stull, A. T., and Canham, M. S., 2009. Naïve cartography: how intuitions about display configuration can hurt performance. Cartographica: The International Journal for Geographic Information and Geovisualization, 44(3), 171–186.

    Article  Google Scholar 

  • Herries, A. I. R., and Fisher, E. C., 2010. Multidimensional GIS modeling of magnetic mineralogy as a proxy for fire use and spatial patterning: evidence from the Middle Stone Age bearing sea cave of Pinnacle Point 13B (Western Cape, South Africa). Journal of Human Evolution, 59(3–4), 306–320.

    Article  Google Scholar 

  • Höffler, T. N., 2010. Spatial ability: its influence on learning with visualizations – a meta-analytic review. Educational Psychology Review, 22(3), 245–269.

    Article  Google Scholar 

  • Jackson, R., MacDonald, L. W., and Freeman, K., 1994. Computer Generated Colour: A Practical Guide to Presentation and Display. Chichester/New York: Wiley.

    Google Scholar 

  • Kumar, N., and Benbasat, I., 2004. The effect of relationship encoding, task type, and complexity on information representation: an empirical evaluation of 2D and 3D line graphs. MIS Quarterly, 28(2), 255–281.

    Google Scholar 

  • Llobera, M., 2011. Archaeological visualization: towards an archaeological information science (AISc). Journal of Archaeological Method and Theory, 18(3), 193–223.

    Article  Google Scholar 

  • Lock, G. R., 2003. Using Computers in Archaeology: Towards Virtual Pasts. London/New York: Routledge.

    Google Scholar 

  • Lynch, M., and Woolgar, S., 1990. Representation in Scientific Practice. Cambridge: MIT Press.

    Google Scholar 

  • MacEachren, A. M., 1994. Some Truth with Maps: A Primer on Symbolization and Design. Washington, DC: Association of American Geographers.

    Google Scholar 

  • MacEachren, A. M., 1995. How Maps Work: Representation, Visualization, and Design. New York: Guilford Press.

    Google Scholar 

  • MacEachren, A. M., and Ganter, J. H., 1990. A pattern identification approach to cartographic visualization. Cartographica: The International Journal for Geographic Information and Geovisualization, 27(2), 64–81.

    Article  Google Scholar 

  • Marean, C. W., 2010. Pinnacle Point Cave 13B (Western Cape Province, South Africa) in context: the Cape Floral kingdom, shellfish, and modern human origins. Journal of Human Evolution, 59(3–4), 425–443.

    Article  Google Scholar 

  • Marean, C. W., Bar-Matthews, M., Bernatchez, J., Fisher, E., Goldberg, P., Herries, A. I. R., Jacobs, Z., Jerardino, A., Karkanas, P., Minichillo, T., Nilssen, P. J., Thompson, E., Watts, I., and Williams, H. M., 2007. Early human use of marine resources and pigment in South Africa during the Middle Pleistocene. Nature, 449(7164), 905–908.

    Article  Google Scholar 

  • Marean, C. W., Bar-Mathews, M., Fisher, E. C., Goldberg, P., Herries, A., Karkanas, P., Nilssen, P. J., and Thompson, E., 2010. The stratigraphy of the Middle Stone Age sediments at Pinnacle Point Cave 13B (Mossel Bay, Western Cape Province, South Africa). Journal of Human Evolution, 59(3–4), 234–255.

    Article  Google Scholar 

  • Mayer, R. E., 2001. Multimedia Learning. Cambridge/New York: Cambridge University Press.

    Book  Google Scholar 

  • McCoy, M. D., and Ladefoged, T. N., 2009. New developments in the use of spatial technology in archaeology. Journal of Archaeological Research, 17(3), 263–295.

    Article  Google Scholar 

  • Moore, G. E., 1975. Progress in digital integrated electronics. Electron Devices Meeting, 1975 International, 21, 11–13.

    Google Scholar 

  • Smallman, H. S., and Cook, M. B., 2011. Naïve realism: folk fallacies in the design and use of visual displays. Topics in Cognitive Science, 3(3), 579–608.

    Article  Google Scholar 

  • Suárez, M., 2010. Scientific representation. Philosophy Compass, 5(1), 91–101.

    Article  Google Scholar 

  • Trumpower, D. L., and Fellus, O., 2008. Naïve statistics: intuitive analysis of variance. In: Love, B. C., McRae, K., and Sloutsky, V. M. (eds.), Proceedings of the 30th Annual Conference of the Cognitive Science Society. Austin, TX: Cognitive Science Society, pp. 499–503.

    Google Scholar 

  • Wang, C.-L., and Shen, H.-W., 2011. Information theory in scientific visualization. Entropy, 13(1), 254–273.

    Article  Google Scholar 

  • Ware, C., 1988. Color sequences for univariate maps: theory, experiments and principles. Computer Graphics and Applications IEEE, 8(5), 41–49.

    Article  Google Scholar 

  • Ware, C., 2013. Information Visualization: Perception for Design, 3rd edn. Waltham, MA/Amsterdam: Morgan Kaufman/Elsevier.

    Google Scholar 

  • Wickens, C. D., Merwin, D. H., and Lin, E. L., 1994. Implications of graphics enhancements for the visualization of scientific data: dimensional integrality, stereopsis, motion, and mesh. Human Factors, 36(1), 44–61.

    Google Scholar 

  • Wynn, J. C., 1986. A review of geophysical methods used in archaeology. Geoarchaeology, 1(3), 245–257.

    Article  Google Scholar 

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Correspondence to Erich C. Fisher .

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Fisher, E.C., Marean, C.W. (2017). Data Visualization. In: Gilbert, A.S. (eds) Encyclopedia of Geoarchaeology. Encyclopedia of Earth Sciences Series. Springer, Dordrecht. https://doi.org/10.1007/978-1-4020-4409-0_56

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