Modeling geospatial trend changes in vegetation monitoring data

Computers, Environment and Urban Systems

Volumn 35, Issue 1, 2011, Pages 45-56

  Kulik, Inga ^a   Hornsby, Kathleen Stewart ^b   Bishop, Ian D ^a  

^a UNIVERSITY OF MELBOURNE   (Australia)

^b UNIVERSITY OF IOWA   (United States)

Author keywords

Events; Geographic dynamics; Spatiotemporal modeling; Trend changes; Vegetation monitoring

Indexed keywords

EVENTS; GEOGRAPHIC DYNAMICS; SPATIOTEMPORAL MODELING; TREND CHANGES; VEGETATION MONITORING;

ECOLOGY; GEOGRAPHIC INFORMATION SYSTEMS; MONITORING; TIME SERIES;

VEGETATION;

ANALYTICAL METHOD; FOREST ECOSYSTEM; GIS; MODELING; MONITORING SYSTEM; SPATIOTEMPORAL ANALYSIS; VEGETATION DYNAMICS;

EID: 78650200252     PISSN: 01989715     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.compenvurbsys.2010.05.006     Document Type: Article

References (43)

1. Beard K., Deese H., Pettigrew N.R. A framework for visualization and exploration of events. Information Visualization 2008, 7(2):133-151.
2. Brunner D., Brunnett G. An extended concept of voxel neighborhoods for correct thinning in mesh segmentation. ACM 2005, 119-125.
3. Brydges T. Basic concepts and applications of environmental monitoring. Environmental monitoring 2004, 83-109. CRC Press LLC, Boca Raton, Florida, US. G.B. Wiersma (Ed.).
4. Cao H., Mamoulis N., Cheung D.W. Periodic pattern discovery from trajectories of moving objects. Geographic data mining and knowledge discovery 2009, 389-406. CRC Press, Boca Raton. 2nd ed. H.J. Miller, J. Han (Eds.).
5. Cheal, D. (1994). Fire succession in heathlands and implications for vegetation management. Paper presented at fire and biodiversity: The effects and effectiveness of fire management biodiversity series, paper no. 8. Melbourne: Footscray.
6. Chrisman N.R. Beyond the snapshot: Changing the approach to change, error, and process. Spatial and temporal reasoning in geographic information systems 1998, 85-93. Oxford University Press, Oxford, UK. M. Egenhofer, R.G. Golledge (Eds.).
7. Claramunt, C., and Theriault, M. (1995). Managing time in GIS. In An event oriented approach. Recent advances in temporal databases. Proceedings of the international workshop on temporal databases (pp. 23-41).
8. Claramunt C., Theriault M. Toward semantics for modelling spatio-temporal processes within GIS. Advances in GIS II 1996, 47-64. Taylor and Francis, Delft, the Netherlands. M.J. Kraak, M. Molenaar (Eds.).
9. Cole, S., and Stewart Hornsby, K. (2005). Modeling noteworthy events in a geospatial domain. Paper presented at GeoScience 2005, LNCS (Vol. 3799, pp. 77-89).
10. Dilts T.E., Sibold J.S., Biondi F. A weights-of-evidence model for mapping the probability of fire occurrence in Lincoln County, Nevada. Annals of the Association of American Geographers 2009, 99(4):712-727.
11. Drummond J., Billen R., Joao E., Forrest D. Dynamic and mobile GIS investigating changes in space and time 2006, CRC Press Taylor and Francis Croup.
12. Galton A. Qualitative spatial change 2000, Oxford University Press, Oxford.
13. Galton A. Fields and objects in space, time, and space-time. Spatial Cognition and Computation 2004, 4(1):39-68.
14. Galton, A. (2005). Dynamic collectives and their collective dynamics. Paper presented at COSIT 2005, LNCS (Vol. 3693, pp. 300-315).
15. Galton, A., and Worboys, M. (2005). Processes and events in dynamic geo-networks. In Paper presented at geospatial semantics: First international conference, GeoS 2005, LNCS, (Vol. 3799, pp. 45-59).
16. Gill, A. M., Woinarski, J. C. Z., and York, A. (1999). Australia's biodiversity - Responses to fire: Plants, birds and invertebrates. Australia: Department of the Environment and Heritage Commonwealth.
17. Goodchild M.F., Glennon A. Representation and computation of geographic dynamics. Understanding dynamics of geographic domains 2008, 13-29. CRC Press. K. Stewart Hornsby, M. Yuan (Eds.).
18. Hornsby K., Egenhofer M. Identity-based change: A foundation for spatio-temporal knowledge representation. International Journal of Geographical Information Science 2000, 14(3):207-224.
19. Hornsby K., Egenhofer M. Modeling moving objects over multiple granularities. Annals of Mathematics and Artificial Intelligence 2002, 36(1-2):177-194.
20. Huson M.R., Parrino R., Starks L.T. Internal monitoring mechanisms and CEO turnover: A long-term perspective. The Journal of Finance 2001, 56(6):2265-2297.
21. Jiang, J., and Worboys, M. (2008). Detecting basic topological changes in sensor networks by local aggregation. In Paper presented at the 16th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (pp. 13-22).
22. Keane R.E., Cary G.J., Davies I.D., Flannigan M.D., Gardner R.H., Lavorel S., et al. A classification of landscape fire succession models: Spatial simulations of fire and vegetation dynamics. Ecological Modeling 2004, 179(1):3-27.
23. Klippel A., Worboys M.F., Duckham M. Identifying factors of geographic event conceptualization. International Journal of Geographical Information Science 2008, 22(2):183-204.
24. Kulik, I. (2009). Spatio-temporal modelling of ecological monitoring data. Unpublished PhD, University of Melbourne, Melbourne.
25. Laube, P., van Kreveld, M., and Imfeld, S. (2004). Finding REMO-detecting relative motion patterns in geospatial lifelines.
26. Mau, I., Hornsby, K., and Bishop, I. D. (2007). Modeling Geospatial Events and Impacts through qualitative change. Paper presented at spatial cognition 2006, LNCS (Vol. 4387, pp. 156-174).
27. McIntosh J., Yuan M. Assessing similarity of geographic processes and events. Transactions in GIS 2005, 9(2):223-245.
28. Miller H.J. A measurement theory for time geography. Geographical Analysis 2004, 37(1):17-45.
29. Mirkin B. Clustering for data mining: A data recovery approach 2005, Chapman and Hall/CRC, Taylor and Francis Group, Boca Raton, Florida, USA.
30. Mol G., Vriend S.P., Van Gaans P.F.M. Environmental monitoring in the Netherlands: Past developments and future challenges. Environmental Monitoring and Assessment 2000, 68:313-335.
31. Peuquet D.J. Representations of space and time 2002, The Guildford Press.
32. Peuquet D.J., Duan N. An event-based spatio-temporal data model for geographic information systems. International Journal of Geographical Information Systems 1995, 9(1):7-24.
33. Spellerberg I.F. Monitoring ecological change 2005, Cambridge University Press. 2nd ed.
34. Stewart Hornsby K., Cole S. Modeling moving geospatial objects from an event-based perspective. Transactions in GIS 2007, 11(4):555-573.
35. Stewart Hornsby K., Yuan M. Understanding dynamics of geographic domains 2008, CRC Press, New York.
36. Tsay R.S. Analysis of financial time series 2005, John Wiley and Sons. 2nd ed.
37. Turner M.G., Gardner R.H., O'Neill R.V. Landscape ecology in theory and practice: Pattern and process 2001, Springer, New York.
38. Worboys, M. F. (2001). Modelling changes and events in dynamic spatial systems with reference to socio-economic units, in life and motion of socio-economic units. In A. U. Frank, J. Raper, J. -P. Cheylan (Eds.), Life and Motion of Socio-Economic Units, ESF GISDATA series no. 8 (Vol. 8, pp. 129-138). Taylor and Francis.
39. Worboys M.F. Event-oriented approaches to geographic phenomena. International Journal of Geographical Information Science 2005, 19(1):1-28.
40. Worboys, M. F., and Hornsby, K. (2004). From objects to events. GEM, the geospatial event model. Paper presented at GIScience 2004, Maryland, USA.
41. Worboys M., Duckham M. Monitoring qualitative spatiotemporal change for geosensor networks. International Journal of Geographical Information Science 2006, 20(10):1087-1108.
42. Yuill, K. (1992). Royal botanic gardens Cranbourne - Pre-fire vegetation survey for burn area 1. Unpublished report.
43. Yuill, K. (1993). Royal botanic gardens Cranbourne - Vegetation Survey and monitoring program. Unpublished report.