Visualizing uncertainty in spatio-temporal data

Accuracy 2010 - Proceedings of the 9th International Symposium on Spatial Accuracy Assessment in Natural Resources and Environmental Sciences

Volumn , Issue , 2010, Pages 169-172

  Gerharz, Lydia ^a   Pebesma, Edzer ^a   Hecking, Harald ^a  

^a UNIVERSITY OF MÜNSTER   (Germany)

Author keywords

Ensembles; Mahalanobis distance; Similarity selection; Uncertainty visualization

Indexed keywords

DATA VISUALIZATION; DISTRIBUTION FUNCTIONS; ENVIRONMENTAL ENGINEERING; NATURAL RESOURCES; UNCERTAINTY ANALYSIS; VISUALIZATION; WEATHER FORECASTING;

ENSEMBLE WEATHER FORECASTS; ENSEMBLES; MAHALANOBIS DISTANCES; MARGINAL PROBABILITY DISTRIBUTION FUNCTIONS; SIMILARITY SELECTION; SPATIO-TEMPORAL DEPENDENCIES; SPATIO-TEMPORAL STRUCTURES; UNCERTAINTY VISUALIZATION;

PROBABILITY DISTRIBUTIONS;

EID: 84868311704     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. Hengl, T. (2003). Visualisation of uncertainty using the HIS colour model: Computations with colours. In: Proceedings of the 7th International Conference on GeoComputation, Southampton, United Kingdom. CD-Rom, pp. 8-17.
2. Heuvelink, G.B.M. (1993). Error propagation in quantitative spatial modelling: applications in geographical information systems. Nederlandse geografische studies, Doctoral thesis, University Utrecht.
3. Heuvelink, G.B.M, Brown, J.D., van Loon, E.E. (2007). A probabilistic framework for representing and simulating uncertain environmental variables. International Journal of Geographical Information Science. 21(5), 497-513.
4. MacEachren, A.M. (1992). Visualizing uncertain information. Cartographic Perspectives. 13, 10-19.
5. MacEachren, A.M., Robinson, A., Hopper, S., Gardner, S., Murray, R., Gahegan, M., and Hetzler, E. (2005). Visualizing geospatial information uncertainty: what we know and what we need to know. Cartography and Geographic Information Science. 32(3), 139-160.
6. Mahalanobis, P.C. (1936). On the generalised distance in statistics. Proceedings of the National Institute of Science of India. 12, 49-55.
7. Pebesma, E.J., de Jong, K. and Briggs, D.J. (2007). Interactive visualisation of uncertain spatial and spatio-temporal data under different scenarios: an air quality example. International Journal of Geographical Information Science. 21(5), 515-527.
8. Switzer, P. (2000). Multiple simulation of spatial fields. In: G. Heuvelink and M. Lemmens (eds) Accuracy 2000: Proceedings of the 4th International Symposium on Spatial Accuracy Assessment in Natural Resource & Environmental Sciences: Amsterdam, July 2000 (pp. 629-635). Delft: Delft Univ Press.