Integrated framework for the simulation of biological invasions in a heterogeneous landscape

Transactions in GIS

Volumn 8, Issue 3, 2004, Pages 309-334

  Ming, Peng ^a   Albrecht, Jochen ^b  

^a North Shore City Council   (New Zealand)

^b UNIVERSITY OF MARYLAND   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

BIOINFORMATICS; DECISION TREES; SOLVENTS; STOCHASTIC SYSTEMS;

BIOLOGICAL INVASION; DECISION-TREE MODEL; DYNAMIC DIFFUSION; GEOGRAPHICAL INFORMATION; HETEROGENEOUS LANDSCAPES; INTEGRATED FRAMEWORKS; SPATIAL DYNAMICS; SPATIAL STOCHASTIC; SPECIES INVASIONS; WORK-FLOWS;

GEOGRAPHIC INFORMATION SYSTEMS;

BIOLOGICAL INVASION; GIS; MODELING; SPATIAL DATA;

EID: 2442711200     PISSN: 13611682     EISSN: None     Source Type: Journal    
DOI: 10.1111/j.1467-9671.2004.00185.x     Document Type: Article

References (63)

1. Anderson M 1991 Properties of some density-dependent integro-difference equation population models. Mathematical Bioscience 104: 135-47
2. Andow D, Kareiva P, Levin S, and Okubo A 1990 Spread of invading organisms. Landscape Ecology 4: 177-88
3. Auld B and Coote B 1990 INVADE: Towards the simulation of plant spread. Agriculture, Ecosystems and Environment 30: 212-28
4. Birks H 1989 Holocene isochrone maps and patterns of tree-spreading in the British Isles. Journal of Biogeography 16: 503-40
5. Breiman L, Friedman J, Olshen R, and Stone C 1984 Classification and Regression Trees. Belmont, CA, Wadsworth
6. Coleman M, Bearly T, Burke I, and Lauenroth W 1994 Linking ecological simulation models to geographic information systems: An automated solution. In Michener W, Brunt J, and Stafford S (eds) Environmental Information Management and Analysis. London, Taylor and Francis: 397-412
7. Cronk Q and Fuller J 1995 Plant Invaders: The Threat to Natural Ecosystems. London: Chapman and Hall
8. Delhom M, Santucci J, Bisgambiglia P, and Aiello A 1997 Object oriented modelling and simulation: Application to natural systems. In Proceedings of the International Western Conference on Computer Simulation, 11-15 January, Phoenix, Arizona: 115-20
9. Drake J, Mooney H, di Castri F, Groves R, Kruger F, Rejmanek M, and Williamson M 1989 Biological Invasions: A Global Perspective. New York: John Wiley and Sons
10. Durrett R and Levin S 1994 Stochastic spatial models: A user's guide to ecological applications. Philosophical Transactions of the Royal Society of London B 343: 329-50
11. Fisher R 1937 The wave of advance of advantageous genes. Annals of Eugenics 7: 355-69
12. Friedl M and Brodley C 1997 Decision tree classification of land cover from remote sensed data. Remote Sensing of Environment 61: 383-99
13. Gardner R and O'Neill R 1987 Neutral models for the analysis of broad-scale landscape pattern. Landscape Ecology 1: 19-28
14. Gimblett H 1989 Linking perception research, visual simulation, dynamic modeling within a GIS framework. Computers, Environment and Urban Systems 13: 109-23
15. Halls J, Cowen D, and Jensen J 1994 Predictive spatio-temporal modeling in GIS. In Waugh T and Healey R (eds) Advances in GIS Research. London, Taylor and Francis: 431-48
16. Hanski I and Gilpin M 1991 Metapopulation dynamics: Brief history and conceptual domain. Biological Journal of the Linnean Society 42: 3-16
17. Hardin D and Webb G 1988 Asymptotic properties of a continuous-space discrete-time population model in a random environment. Journal of Mathematical Biology 26: 361-74
18. Hengeveld R 1989 Dynamics of Biological Invasions. London, Chapman and Hall
19. Hengeveld R 1994 Small-step invasion research. Trends in Ecology and Evolution 9: 339-42
20. Higgins R and Richardson D 1996 A review of models of alien plant spread. Ecological Modelling 87: 249-65
21. Holms E 1993 Are diffusion models too simple? A comparison with telegraph models of invasion. American Naturalist 142: 779-95
22. Holms E, Lewis M, Banks J, and Veit R 1994 Partial differential equations in ecology: Spatial interactions and population dynamics. Ecology 75: 17-29
23. Itami R 1988 Cellular Automatons as a Framework for Dynamic Simulations in Geographic Information Systems. In Proceedings of GIS/LIS '88. Falls Church, VA, American Society for Photogrammetry and Remote Sensing: 590-7
24. Keitt T and Johnson A 1995 Spatial heterogeneity and anomalous kinetics: Emergent pattern in diffusion-limited predator-prey interaction. Journal of Theoretical Biology 172: 127-39
25. Kot M and Lewis M 1996 Dispersal data and the spread of invading organisms. Ecology 77: 2026-40
26. Latore J, Gould P, and Mortimer A 1999 Effects of habitat heterogeneity and dispersal strategies on population persistence in annual plants. Ecological Modelling 123: 127-39
27. Lees B and Ritman K 1991 Decision tree and rule-induction approach to integration of remotely sensed and GIS data in mapping vegetation in disturbed or hilly environment. Environmental Management 15: 823-31
28. Lele S, Taper M, and Gage S 1998 Statistical analysis of population dynamics in space and time using estimating functions. Ecology 79: 1489-1502
29. Lim T, Loh W, and Shih Y 1997 An Empirical Comparison of Decision Trees and Other Classification Methods. Madison, WI, University of Wisconsin, Department of Statistics Technical Report No. 979
30. Lonsdale W 1993 Rates of spread of an invading species-Mimosa pigra in Northern Australia. Journal of Ecology 81: 513-21
31. Lubina J and Levin S 1988 The spread of invading organisms. Theoretical Population Biology 43: 141-58
32. Meakin P 1991 Invasion percolation on substrates with correlated disorder. Physica A 173: 305-24
33. Michaelsen J, Davis F, and Borchert M 1987 A non-parametric method for analyzing hierarchical relationships in ecological data. Coenoses 2: 39-48
34. Michener W, Brunt J, and Stafford S 1994 Environmental Information Management and Analysis: Ecosystem to Global Scales. Bristol, PA, Taylor and Francis
35. Milne B and Johnson A 1993 Renormalization relations for scale transformation. In Gardner R (ed) Predicting Spatial Effects in Ecological Systems. Providence, RI, American Mathematical Society: 199-218
36. Mollison D 1987 Modelling biological invasions: Chance, explanation prediction. Holdgate M (ed) Quantitative Aspects of the Ecology of Biological Invasions. London, Royal Society: 675-93
37. Moloney K and Levin S 1996 The effect of disturbance architecture on landscape-level population dynamics. Ecology 77: 375-94
38. Neubert M, Kot M, and Lewis M 1995 Dispersal and pattern formation in a discrete-time predator-prey model. Theoretical Population Biology 48: 7-43
39. O'Neill R, Milne B, Turner M, and Gardner R 1988 Resource utilization scales and landscape pattern. Landscape Ecology 2: 63-9
40. Okubo A 1980 Diffusion and Ecological Problems: Mathematical Models. New York, Springer
41. Panetta F and Mitchell N 1991 Bioclimatic prediction of the potential distribution of some weed species prohibited entry to New Zealand. New Zealand Journal of Agricultural Research 34: 341-50
42. Perez-Trejo F, Clark N, and Allen P 1993 An exploration of dynamical systems modelling as a decision tool for environmental policy. Journal of Environmental Management 39: 305-19
43. Perrins J, Fitter A, and Williamson M 1993 Population biology and rates of invasion of three introduced Impatiens species in the British Isles. Journal of Biogeography 20: 33-44
44. Plotnick R and Gardner R 1993 Lattice and landscape. In Gardner R (ed) Predicting Spatial Effects in Ecological Systems. Providence, RI, American Mathematical Society: 129-57
45. Schumaker N 1996 Using landscape indices to predict habitat connectivity. Ecology 77: 1210-25
46. Shigesada N, Kawasaki K, and Takeda Y 1995 Modeling stratified diffusions in biological invasions. American Naturalist 146: 229-51
47. Shigesada N and Kawasaki K 1996 Biological Invasions: Theory and Practice. New York, Oxford University Press
48. Skellam J 1951 Random dispersal in theoretical populations. Biometrika 38: 169-218
49. Stauffer D 1985 Introduction to Percolation Theory. London, Taylor and Francis
50. Stauffer D and Aharony A 1994 Introduction to Percolation Theory. London, Taylor and Francis
51. Steyaert L T and Goodchild M F 1994 Integrating geographic information systems and environmental simulation models: A status review. In Michener W, Brunt J and Stafford S (eds) Environmental Information Management and Analysis. London, Taylor and Francis: 333-55
52. Theobald D 1994 EML: A model environment for exploring landscape dynamics. Computers, Environment and Urban Systems 18: 193-204
53. Toffoli T and Margolus N 1987 Cellular Automata: A New Environment for Modeling. Cambridge, MA, MIT Press
54. Turner M, Constanza R, and Skalar F 1989a Methods to evaluate spatial simulation models. Ecological Modeling 48: 1-18
55. Turner M, Gardner R, Dale V, and O'Neill R 1989b Predicting the spread of disturbance across heterogeneous landscapes. Oikos 55: 121-9
56. Van Den Bosch F, Hengeveld R, and Metz J 1992 Analysing the velocity of animal range expansion. Journal of Biogeography 19: 153-60
57. Viet R and Lewis M 1996 Dispersal, population growth, and the allee effect: Dynamics of the house finch invasions on eastern North America. American Naturalist 148: 255-74
58. Webb C, Sykes W, and Garnok-Jones P 1988 Flora of New Zealand: Volume IV. Christchurch, Botany Division, Department of Scientific and Industrial Research
59. Weinberger H 1978 Asymptotic behaviour of a model in population genetics. In Chadam J (ed) Nonlinear Partial Differential Equations and Applications. New York, Springer: 47-96
60. Wiens J, Schooley R, and Weeks R 1997 Patch landscape and animal movements: Do beetles percolate? Oikos 78: 257-64
61. Wild C 1996 Predictive Vegetation Mapping Using Decision-tree Analysis in Waima Forest, New Zealand. Unpublished Master Thesis, University of Auckland
62. With K and Crist T 1995 Critical thresholds in species' responses to landscape structure. Ecology 76: 2446-59
63. With K, Gardner R, and Turner M 1997 Landscape connectivity and population distributions in heterogeneous environments. Oikos 78: 151-69