Uncertainty,knowledge discovery and data mining in GIS

Aldridge, C. H. 2001: A rough set based methodology for geographic knowledge discovery. Proceedings of the 6th International Conference on GeoComputation. University of Queensland, Australia, CD-ROM.

Allen, M. R. , Stott, P. A. , Mitchell, J. F. B. , Schnur, R. and Delworth, T. L. 2000: Quantifying the uncertainty in forecasts of anthropogenic climate change. Nature 407, 617-620.

Aref, W. G. and Ilyas, I. F. 2001: SP-GiST: an extensible database index for supporting space partitioning trees. Journal of Intelligent Information Systems 17, 215-240.

Bachmann, A. and Allgower, B. 2002: Uncertainty propagation in wildland fire behaviour modelling. International Journal of Geographical Information Science 16, 115-127.

Bennett, B. 2001: What is a forest? On the vagueness of certain geographic concepts. Topoi 20, 189-201.

Bobbin, J. and Recknagel, F. 2001: Knowledge discovery for prediction and explanation of blue-green algal dynamics in lakes by evolutionary algorithms. Ecological Modelling 146, 253-262.

Bradshaw, G. A. and Borchers, J. G. 2000: Uncertainty as information: narrowing the science-policy gap. Conservation Ecology 4, 120-134.

Cannataro, M. 2000; Clusters and grids for distributed and parallel knowledge discovery. Lecture Notes in Computer Science 1823, 708-716.

Canters, F. , DeGenst, W. and Dufourmont, H. 2002: Assessing effects of uncertainty in structural landscape classification. International Journal of Geographical Information Science 16, 129-149.

Carmel, Y. , Dean, D. J. and Flather, C. H. 2001: Combining location and classification error sources for estimating multi-temporal database accuracy. Photogrammetric Engineering and Remote Sensing 67, 865-872.

Carr, D. B. , Olsen, A. R. , Pierson, S. M. and Courbois, J. Y. P. 2000: Using linked micromap plots to characterize Omernik ecoregions. Data Mining and Knowledge Discovery 4, 43-67.

Clein, J. A. , Kwiatkowski, B. L. , McGuire, A. D. , Hobbie, J. E. , Rastetter, E. B. , Melillo, J. M. and Kicklighter, D. W. 2000: Modeling carbon responses of tundra ecosystems to historical and projected climate: a comparison of a plot and global-scale ecosystem model to identify process-based uncertainties. Global Change Biology 6, 127-140.

Clementini, E. , Di Felice, P. and Koperski, K. 2000: Mining multiple-level spatial association rules for objects with broad boundary. Data and Knowledge Engineering 34, 251-270.

Cobb, M. , Petry, F. and Robinson, V. 2000: Uncertainty in geographic information systems and spatial data. Fuzzy Sets and Systems 113, 1-1.

Crosetto, M. and Tarantola, S. 2001: Uncertainty and sensitivity analysis: tools for GIS-based model implementation. International Journal of Geographical Information Science 15, 415-437.

Crosetto, M. , Tarantola, S. and Saltelli, A. 2000: Sensitivity and uncertainty analysis in spatial modelling based on GIS. Agriculture Ecosystems and Environment 81, 71-79.

Damian, D. , Sampson, P. D. and Guttorp, P. 2001: Bayesian estimation of semi-parametric non-stationary spatial covariance structures. Environmetrics 12, 161-178.

Dearwent, S. M. , Jacobs, R. R. and Halbert, J. B. 2001: Locational uncertainty in georeferencing public health datasets. Journal of Exposure Analysis and Environmental Epidemiology 11, 329-334.

de Bruin, S. , Bregt, A. and van de Ven, M. 2001: Assessing fitness for use: the expected value of spatial datasets. International Journal of Geographical Information Science 15, 457-471.

de Groeve, T. and Lowell, K. 2001: Boundary uncertainty assessment from a single forest-type map. Photogrammetric Engineering and Remote Sensing 67, 717-726.

de Jong, B. H. J. 2001: Uncertainties in estimating the potential for carbon mitigation of forest management. Forest Ecology and Management 154, 85-104.

Duckham, M. , Mason, K. , Stell, J. and Worboys, M. 2001: A formal approach to imperfection in geographic information. Computers, Environment and Urban Systems 25, 89-103.

Dunn, S. M. and Lilly, A. 2001: Investigating the relationship between a soils classification and the spatial parameters of a conceptual catchment-scale hydrological model. Journal of Hydrology 252, 157-173.

Eid, T. 2001: Models for the prediction of basal area mean diameter and number of trees for forest stands in south-eastern Norway. Scandinavian Journal of Forest Research 16, 467-479.

Eid, T. and Tuhus, E. 2001: Models for individual tree mortality in Norway. Forest Ecology and Management 154, 69-84.

Ellis, E. C. , Li, R. G. , Yang, L. Z. and Cheng, X. 2000: Long-term change in village-scale ecosystems in China using landscape and statistical methods. Ecological Applications 10, 1057-1073.

ESRC Global Environmental Change Programme 2000: Risky choices, soft disasters: environmental decision making under uncertainty. Brighton: University of Sussex, 25-25 pp.

Ester, M. , Frommelt, A. , Kriegel, H. P. and Sander, J. 2000: Spatial data mining: database primitives, algorithms and efficient DBMS support. Data Mining and Knowledge Discovery 4, 193-216.

Estivill-Castro, V. and Lee, I. 2001: Data mining techniques for autonomous exploration of large volumes of geo-referenced crime data. Proceedings of the 6th International Conference on GeoComputation. University of Queensland, Australia, CD-ROM.

Felgueiras, C. A. , Fuks, S. D. and Monteiro, A. M. V. 2001: Raster representations of spatial attributes with uncertainty assessment using nonlinear stochastic simulation. Proceedings of the 6th International Conference on GeoComputation. University of Queensland, Australia, CD-ROM.

Fisher, P. 2000: Sorites paradox and vague geographies. Fuzzy Sets and Systems 113, 7-18.

Foody, G. M. 2002: Status of land cover classification accuracy assessment. Remote Sensing of Environment 80, 185-201.

Gahegan, M. and Ehlers, M. 2000: A framework for the modelling of uncertainty between remote sensing and geographic information systems. ISPRS Journal of Photogrammetry and Remote Sensing 55, 176-188.

Gluck, M. 2001: Multimedia exploratory data analysis for geospatial data mining: the case for augmented seriation. Journal of the American Society for Information Science and Technology 52, 686-696.

Goodchild, M. F. 2000: Introduction: special issue on ‘uncertainty in geographic information systems’. Fuzzy Sets and Systems 113, 3-5.

Goovaerts, P. 2001: Geostatistical modelling of uncertainty in soil science. Geoderma 103, 3-26.

Greenland, S. 2001: Sensitivity analysis, Monte Carlo risk analysis and Bayesian uncertainty assessment. Risk Analysis 21, 579-583.

Guesgen, H. W. and Albrect, J. 2000: Imprecise reasoning in geographic information systems. Fuzzy Sets and Systems 113, 121-131.

Gupta, S. 2001: Avoiding ambiguity. Nature 412, 589-589.

Gurian, P. L. , Small, M. J. , Lockwood, J. R. and Schervish, M. J. 2001: Addressing uncertainty and conflicting cost estimates in revising the arsenic MCL. Environmental Science and Technology 35, 4414-4420.

Hallgren, W. S. and Pitman, A. J. 2000: The uncertainty in simulations by a Global Biome Model (BIOMES) to alternative parameter values. Global Change Biology 6, 483-495.

Halls, P. J. 2001: Geographic information science: Innovation driven by application. Computers, Environment and Urban Systems 25, 1-4.

Heuvelink, G. B. M. 2002: Analysing uncertainty propagation in GIS: why it is not that simple? In Foody, G. M. and Atkinson, P. M. , editors, Uncertainty in Remote Sensing and GIS. Chichester: Wiley, in press.

Heuvelink, G. B. M. and Burrough, P. A. 2002: Developments in statistical approaches to spatial uncertainty and its propagation. International Journal of Geographical Information Science 16, 111-113.

Hinke, T. H. , Rushing, J. , Ranganath, H. and Graves, S. J. 2000: Techniques and experience in mining remotely sensed satellite data. Artificial Intelligence Review 14, 503-531.

Houghton, R. A. , Lawrence, K. T. , Hackler, J. L. and Brown, S. 2001: The spatial distribution of forest biomass in the Brazilian Amazon: a comparison of estimates. Global Change Biology 7, 731-746.

Jager, H. I. , Hargrove, W. W. , Brandt, C. C. , King, A. W. , Olson, R. J. , Scurlock, J. M. O. , and Rose, K. W. 2000: Constructive contrast between modelled and measured climate responses over a regional scale. Ecosystems 3, 396-411.

Jankowski, P. , Andrienko, N. and Andrienko, G. 2001: Map-centred exploratory approach to multiple criteria spatial decision making. International Journal of Geographical Information Science 15, 101-127.

Johnson, P. A. and Brown, E. R. 2001: Incorporating uncertainty in the design of stream channel modifications. Journal of the American Water Resources Association 37, 1225-1236.

Keim, D. A. 2000: Designing pixel-oriented visualization techniques: theory and applications. IEEE Transactions on Visualization and Computer Graphics 6, 59-78.

Kiiveri, H. T. , Caccetta, P. and Evans, F. 2001: Use of conditional probability networks for environmental monitoring. International Journal of Remote Sensing 22, 1173-1190.

Laha, S. , Mukherjee, S. and Nebhranjani, S. R. 2000: Information management system for site remediation efforts. Environmental Management 25, 513-523.

Lin, X. M. , Zhou, X. M. and Liu, C. F. 2000: Efficient computation of a proximity matching in spatial databases. Data and Knowledge Engineering 33, 85-102.

Loreau, M. , Naeem, S. , Inchausti, P. , Bengtsson, J. , Grime, J. P. , Hector, A. , Hooper, D. U. , Huston, M. A. , Raffaelli, D. , Schmid, B. , Tilman, D. and Wardle, D. A. 2001: Ecology - biodiversity and ecosystem functioning: current knowledge and future challenges. Science 294, 804-808.

Macedo, M. , Cook, D. and Brown, T. J. 2000: Visual data mining in atmospheric science data. Data Mining and Knowledge Discovery 4, 69-80.

Martin, D. 2001: Developing the automated zoning procedure to reconcile incompatible zoning systems. Proceedings of the 6th International Conference on GeoComputation. University of Queensland, Australia, CDROM.

Martin-Clouaire, R. , Cazemier, D. R. and Lagacherie, P. 2000: Representing and processing uncertain soil information for mapping soil hydrological properties. Computers and Electronics in Agriculture 29, 41-57.

Matthews, O. P. , Scuderi, L. , Brookshire, D. , Gregory, K. , Snell, S. , Krause, K. , Chermak, J. , Cullen, B. and Campana, M. 2001: Marketing western water: can a process based geographic information system improve reallocation decisions? Natural Resources Journal 41, 329-371.

May, R. 2001: Risk and uncertainty. Nature 411, 891-891.

Mennis, J. L. , Peuquet, D. J. and Qian, L. J. 2000: A conceptual framework for incorporating cognitive principles into geographical database representation. International Journal of Geographical Information Science 14, 501-520.

Miura, T. , Huete, A. R. and Yoshioka, H. 2000: Evaluation of sensor calibration uncertainties on vegetation indices for MODIS. IEEE Transactions on Geoscience and Remote Sensing 38, 1399-1409.

Murray, A. T. and Shyy, T. K. 2000: Integrating attribute and space characteristics in choropleth display and spatial data mining. International Journal of Geographical Information Science 14, 649-667.

Phillis, Y. A. and Andriantiatsaholiniaina, L. A. 2001: Sustainability: an ill-defined concept and its assessment using fuzzy logic. Ecological Economics 37, 435-456.

Pittock, A. B. and Jones, R. N. 2000: Adaptation to what and why? Environmental Monitoring and Assessment 61, 9-35.

Ratcliffe, J. H. 2001: On the accuracy of TIGER-type geocoded address data in relation to cadastral and census areal units. International Journal of Geographical Information Science 15, 473-485.

Recknagel, F. 2001: Applications of machine learning to ecological modelling. Ecological Modelling 146, 303-310.

Rotmans, J. and Asselt, M. B. A. 2001: Uncertainty management in integrated assessment modelling: towards a pluralistic approach. Environmental Monitoring and Assessment 69, 101-130.

Royal Society 2001: The role of land carbon sinks in mitigating global climate change. Policy document 10/01, London: Royal Society.

Sheikholeslami, G. , Chatterjee, S. and Zhang, A. D. 2000: WaveCluster: a wavelet-based clustering approach for spatial data in very large databases. VLDB Journal 8, 289-304.

Sherman, B. H. 2000: Marine ecosystem health as an expression of morbidity, mortality and disease events. Marine Pollution Bulletin 41, 232-254.

Sherman, B. H. and Epstein, P. R. 2001: Past anomalies as a diagnostic tool for evaluating multiple marine ecological disturbance events. Human and Ecological Risk Assessment 7, 1493-1517.

Smith, K. A. , Dobbie, K. E. , Ball, B. C. , Bakken, L. R. , Sitaula, B. K. , Hansen, S. , Brumme, R. , Borken, W. , Christensen, S. , Prieme, A. , Fowler, D. , Macdonald, J. A. , Skiba, U. , Klemedtsson, L. , Kasimir-Klemedtsson, A. , Degorska, A. and Orlanski, P. 2000: Oxidation of atmospheric methane in Northern European soils: comparison with other ecosystems, and uncertainties in the global terrestrial sink. Global Change Biology 6, 791-803.

Sui, D. Z. and Goodchild, M. F. 2001: GIS as media? International Journal of Geographical Information Science 15, 387-390.

Tang, H. and McDonald, S. 2001: Spatial data mining and University courses marketing. Proceedings of the 6th International Conference on GeoComputation. University of Queensland, Australia, CD-ROM.

Tudhope, A. W. , Chilcott, C. P. , McCulloch, M. T. , Cook, E. R. , Chappell, J. , Ellam, R. M. , Lea, D. W. , Lough, J. M. and Shimmield, G. B. 2001: Variability in the El Nino-Southern oscillation through a glacial-interglacial cycle. Science 291, 1511-1517.

Wang, F. 2000: A fuzzy grammar and possibility theory-based natural language user interface for spatial queries. Fuzzy Sets and Systems 113, 147-159.

Wang, W. , Yang, J. and Muntz, R. 2000: An approach to active spatial data mining based on statistical information. IEEE Transactions on Knowledge and Data Engineering 12, 715-728.

Whigham, P. A. and Recknagel, F. 2001: An inductive approach to ecological time series modelling by evolutionary computation. Ecological Modelling 146, 275-287.

Winiwarter, W. and Rypdal, K. 2001: Assessing the uncertainty associated with national greenhouse gas emission inventories: a case study for Austria. Atmospheric Environment 35, 5425-5440.

Worboys, M. F. 2001: Nearness relations in environmental space. International Journal of Geographical Information Science 15, 633-651.

Zhang, J. and Stuart, N. 2001: Fuzzy methods for categorical mapping with image-based land cover data. International Journal of Geographical Information Science 15, 175-195.

Zhou, A. Y. , Zhou, S. G. , Cao, J. , Fan, Y. and Hu, Y. F. 2000: Approaches for scaling DBSCAN algorithm to large spatial databases. Journal of Computer Science and Technology 15, 509-526.