메뉴 건너뛰기




Volumn 39, Issue , 2013, Pages 121-135

Model testing and assessment: Perspectives from a swarm intelligence, agent-based model of forest insect infestations

Author keywords

Agent based models; Calibration; Swarm intelligence; Validation; Verification

Indexed keywords

AGENT-BASED MODEL; BRITISH COLUMBIA , CANADA; COMPLEX SYSTEM MODELS; DENDROCTONUS PONDEROSAE; INDIRECT COMMUNICATION; SURROUNDING ENVIRONMENT; SWARM INTELLIGENCE; VALIDATION;

EID: 84877629907     PISSN: 01989715     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.compenvurbsys.2012.10.004     Document Type: Article
Times cited : (8)

References (79)
  • 1
    • 34547655732 scopus 로고    scopus 로고
    • Conceptualization and implementation of a multi-agent model to simulate whale-watching tours in the St. Lawrence Estuary in Quebec, Canada
    • Anwar S.M., Jeanneret C.A., Parrott L., Marceau D.J. Conceptualization and implementation of a multi-agent model to simulate whale-watching tours in the St. Lawrence Estuary in Quebec, Canada. Environmental Modelling and Software 2007, 22:1775-1787.
    • (2007) Environmental Modelling and Software , vol.22 , pp. 1775-1787
    • Anwar, S.M.1    Jeanneret, C.A.2    Parrott, L.3    Marceau, D.J.4
  • 2
    • 84877623142 scopus 로고    scopus 로고
    • Argonne National Laboratory. Repast: Recursive porous agent simulation toolkit.
    • Argonne National Laboratory (2011). Repast: Recursive porous agent simulation toolkit.
    • (2011)
  • 3
    • 33847721852 scopus 로고    scopus 로고
    • A methodology for developing simulation models of complex systems
    • Aumann C.A. A methodology for developing simulation models of complex systems. Ecological Modelling 2007, 202:385-396.
    • (2007) Ecological Modelling , vol.202 , pp. 385-396
    • Aumann, C.A.1
  • 4
    • 84877628433 scopus 로고    scopus 로고
    • Sustainable forest management of complex forest landscapes: Interactions among fire, mountain pine beetle, and forest management
    • Barclay H., Schivatcheva T. Sustainable forest management of complex forest landscapes: Interactions among fire, mountain pine beetle, and forest management. Link 2007, 8(3):14-15.
    • (2007) Link , vol.8 , Issue.3 , pp. 14-15
    • Barclay, H.1    Schivatcheva, T.2
  • 6
    • 20444432280 scopus 로고    scopus 로고
    • Modelling and prediction in a complex world
    • Batty M., Torrens P.M. Modelling and prediction in a complex world. Futures 2005, 37:745-766.
    • (2005) Futures , vol.37 , pp. 745-766
    • Batty, M.1    Torrens, P.M.2
  • 8
    • 77949568581 scopus 로고    scopus 로고
    • Simulation and validation of a reinforcement learning agent-based model for multi-stakeholder forest management
    • Bone C., Dragićević S. Simulation and validation of a reinforcement learning agent-based model for multi-stakeholder forest management. Computers, Environment and Urban Systems 2010, 34:162-174.
    • (2010) Computers, Environment and Urban Systems , vol.34 , pp. 162-174
    • Bone, C.1    Dragićević, S.2
  • 9
    • 33745082857 scopus 로고    scopus 로고
    • Integrating high resolution remote sensing, GIS and fuzzy set theory for identifying susceptibility areas of forest insect infestations
    • Bone C., Dragićević S., Roberts A. Integrating high resolution remote sensing, GIS and fuzzy set theory for identifying susceptibility areas of forest insect infestations. International Journal of Remote Sensing 2005, 26:4809-4828.
    • (2005) International Journal of Remote Sensing , vol.26 , pp. 4809-4828
    • Bone, C.1    Dragićević, S.2    Roberts, A.3
  • 10
    • 31544448816 scopus 로고    scopus 로고
    • A fuzzy-constrained cellular automata model of forest insect infestations
    • Bone C., Dragićević S., Roberts A. A fuzzy-constrained cellular automata model of forest insect infestations. Ecological Modelling 2006, 192:107-125.
    • (2006) Ecological Modelling , vol.192 , pp. 107-125
    • Bone, C.1    Dragićević, S.2    Roberts, A.3
  • 11
  • 13
    • 39849088130 scopus 로고    scopus 로고
    • Exurbia from the bottom-up: Confronting empirical challenges to characterizing a complex system
    • Brown D.G., Robinson D.T., An L., Nassauer J.I., Zellner M., Rand W., et al. Exurbia from the bottom-up: Confronting empirical challenges to characterizing a complex system. Geoforum 2008, 39:805-818.
    • (2008) Geoforum , vol.39 , pp. 805-818
    • Brown, D.G.1    Robinson, D.T.2    An, L.3    Nassauer, J.I.4    Zellner, M.5    Rand, W.6
  • 14
    • 77956874308 scopus 로고    scopus 로고
    • Diagnostic tools to evaluate a spatial land change projection along a gradient of an explanatory variable
    • Chen H., Pontius R.G. Diagnostic tools to evaluate a spatial land change projection along a gradient of an explanatory variable. Landscape Ecology 2010, 25(9):1319-1331.
    • (2010) Landscape Ecology , vol.25 , Issue.9 , pp. 1319-1331
    • Chen, H.1    Pontius, R.G.2
  • 15
    • 20444395316 scopus 로고    scopus 로고
    • Process-based models of species distributions and the mid-domain effect
    • Connolly S. Process-based models of species distributions and the mid-domain effect. The American Naturalist 2005, 166(1):1-11.
    • (2005) The American Naturalist , vol.166 , Issue.1 , pp. 1-11
    • Connolly, S.1
  • 18
    • 33646729039 scopus 로고    scopus 로고
    • Focusing on feature-based differences in map comparison
    • Dungan J.L. Focusing on feature-based differences in map comparison. Journal of Geographical Systems 2006, 8:131-143.
    • (2006) Journal of Geographical Systems , vol.8 , pp. 131-143
    • Dungan, J.L.1
  • 20
    • 67349240046 scopus 로고    scopus 로고
    • Validating and calibrating integrated cellular automata based models of land use change
    • Physica-Verlag Heidelberg, Mendrisio, Switzerland, S. Albeverio, D. Andrey, P. Giordano, A. Vancheri (Eds.)
    • Engelen G., White R. Validating and calibrating integrated cellular automata based models of land use change. The dynamics of complex urban systems: An interdisciplinary approach 2007, 185-211. Physica-Verlag Heidelberg, Mendrisio, Switzerland. S. Albeverio, D. Andrey, P. Giordano, A. Vancheri (Eds.).
    • (2007) The dynamics of complex urban systems: An interdisciplinary approach , pp. 185-211
    • Engelen, G.1    White, R.2
  • 22
    • 84877616420 scopus 로고    scopus 로고
    • ESRI. ArcGIS 9.3: The complete enterprise GIS.
    • ESRI (2011). ArcGIS 9.3: The complete enterprise GIS.
    • (2011)
  • 23
    • 0035389274 scopus 로고    scopus 로고
    • A domain-specific language for models of landscape dynamics
    • Fall A., Fall J. A domain-specific language for models of landscape dynamics. Ecological Modelling 2001, 137:1-21.
    • (2001) Ecological Modelling , vol.137 , pp. 1-21
    • Fall, A.1    Fall, J.2
  • 25
    • 0036213079 scopus 로고    scopus 로고
    • Status of land cover classification accuracy assessment
    • Foody G. Status of land cover classification accuracy assessment. Remote Sensing of Environment 2002, 80(1):185-201.
    • (2002) Remote Sensing of Environment , vol.80 , Issue.1 , pp. 185-201
    • Foody, G.1
  • 26
    • 0001086003 scopus 로고
    • Modeling the dynamics of mountain pine beetle aggregation in a lodgepole pine stand
    • Geiszler D.R., Gallucci V.F., Gara R.I. Modeling the dynamics of mountain pine beetle aggregation in a lodgepole pine stand. Oecologia 1980, 46:244-253.
    • (1980) Oecologia , vol.46 , pp. 244-253
    • Geiszler, D.R.1    Gallucci, V.F.2    Gara, R.I.3
  • 27
    • 84877608358 scopus 로고    scopus 로고
    • GeoBC GeoBC where geography matters.
    • GeoBC (2007). GeoBC where geography matters.
    • (2007)
  • 28
    • 0033860925 scopus 로고    scopus 로고
    • Null model analysis of species co-occurrence patterns
    • Gotelli N. Null model analysis of species co-occurrence patterns. Ecology 2000, 81(9):2606-2621.
    • (2000) Ecology , vol.81 , Issue.9 , pp. 2606-2621
    • Gotelli, N.1
  • 30
    • 27744570841 scopus 로고    scopus 로고
    • Pattern-oriented modeling of agent-based complex systems: Lessons from ecology
    • Grimm V., Revilla E., Berger U., Jeltsch F., Mooij W., Railsback S., et al. Pattern-oriented modeling of agent-based complex systems: Lessons from ecology. Science 2005, 310:987-991.
    • (2005) Science , vol.310 , pp. 987-991
    • Grimm, V.1    Revilla, E.2    Berger, U.3    Jeltsch, F.4    Mooij, W.5    Railsback, S.6
  • 33
    • 44149109362 scopus 로고    scopus 로고
    • Neutral models of landscape change as benchmarks in the assessment of model performance
    • Hagen-Zanker A., Lajoie G. Neutral models of landscape change as benchmarks in the assessment of model performance. Landscape and Urban Planning 2008, 86(3-4):284-296.
    • (2008) Landscape and Urban Planning , vol.86 , Issue.3-4 , pp. 284-296
    • Hagen-Zanker, A.1    Lajoie, G.2
  • 37
    • 33750634257 scopus 로고    scopus 로고
    • Assessing cellular automata model behaviour using a sensitivity analysis approach
    • Kocabas V., Dragićević S. Assessing cellular automata model behaviour using a sensitivity analysis approach. Computers, Environment and Urban Systems 2006, 30:921-953.
    • (2006) Computers, Environment and Urban Systems , vol.30 , pp. 921-953
    • Kocabas, V.1    Dragićević, S.2
  • 39
    • 40549110629 scopus 로고    scopus 로고
    • Embedding sustainable development strategies in agent-based models for use as a planning tool
    • Li X., Liu X. Embedding sustainable development strategies in agent-based models for use as a planning tool. International Journal of Geographical Information Science 2009, 22:21-45.
    • (2009) International Journal of Geographical Information Science , vol.22 , pp. 21-45
    • Li, X.1    Liu, X.2
  • 40
    • 77649183278 scopus 로고    scopus 로고
    • Revealing spatial pattern dynamics in aquatic ecosystem modelling with multi-agent systems in Lake Veluwe
    • Li H., Mynett A., Penning E., Qi H. Revealing spatial pattern dynamics in aquatic ecosystem modelling with multi-agent systems in Lake Veluwe. Ecological Informatics 2010, 5:97-107.
    • (2010) Ecological Informatics , vol.5 , pp. 97-107
    • Li, H.1    Mynett, A.2    Penning, E.3    Qi, H.4
  • 42
    • 78649586949 scopus 로고    scopus 로고
    • Applying time-dependent variance-based global sensitivity analysis to represent the dynamics of an agent-based model of land use change
    • Ligmann-Zielinska A., Sun L. Applying time-dependent variance-based global sensitivity analysis to represent the dynamics of an agent-based model of land use change. International Journal of Geographical Information Science 2010, 24:1829-1850.
    • (2010) International Journal of Geographical Information Science , vol.24 , pp. 1829-1850
    • Ligmann-Zielinska, A.1    Sun, L.2
  • 46
    • 84877603467 scopus 로고    scopus 로고
    • The dilemma of on-street parking policy: Exploring cruising for parking using an agent-based model
    • Springer, London, B. Jiang, X. Yao (Eds.)
    • Martens K., Benenson I., Levy N. The dilemma of on-street parking policy: Exploring cruising for parking using an agent-based model. Geospatial analysis and modelling of urban structure and dynamics 2010, Springer, London. B. Jiang, X. Yao (Eds.).
    • (2010) Geospatial analysis and modelling of urban structure and dynamics
    • Martens, K.1    Benenson, I.2    Levy, N.3
  • 48
    • 85041150778 scopus 로고
    • FRAGSTATS: Spatial pattern analysis program for quantifying landscape structure
    • General technical report PNW-GTR-351 (p. 122). Portland, OR: Department of Agriculture, Forest Service, Pacific Northwest Research Station.
    • McGarigal, K., & Marks, B. J. (1995). FRAGSTATS: Spatial pattern analysis program for quantifying landscape structure. General technical report PNW-GTR-351 (p. 122). Portland, OR: Department of Agriculture, Forest Service, Pacific Northwest Research Station.
    • (1995)
    • McGarigal, K.1    Marks, B.J.2
  • 51
    • 0032457980 scopus 로고    scopus 로고
    • Evaluation (not validation) of quantitative models
    • Oreskes N. Evaluation (not validation) of quantitative models. Environmental Health Perspectives 1998, 106:1453-1460.
    • (1998) Environmental Health Perspectives , vol.106 , pp. 1453-1460
    • Oreskes, N.1
  • 52
    • 0028763687 scopus 로고
    • Verification, validation, and confirmation of numerical models in the earth sciences
    • Oreskes N., Shrader-Frechette K., Belitz K. Verification, validation, and confirmation of numerical models in the earth sciences. Science 1994, 263:641-646.
    • (1994) Science , vol.263 , pp. 641-646
    • Oreskes, N.1    Shrader-Frechette, K.2    Belitz, K.3
  • 53
    • 84877618060 scopus 로고    scopus 로고
    • OSGeo. GeoTools: The open source java GIS toolkit.
    • OSGeo (2011). GeoTools: The open source java GIS toolkit.
    • (2011)
  • 54
    • 84877632099 scopus 로고    scopus 로고
    • Pacific Forestry Centre. Mountain pine beetle initiative epidemic risk reduction and value capture R&D strategy. Forestry (p. 8). Victoria, British Columbia.
    • Pacific Forestry Centre (2004). Mountain pine beetle initiative epidemic risk reduction and value capture R&D strategy. Forestry (p. 8). Victoria, British Columbia.
    • (2004)
  • 55
    • 84877610078 scopus 로고    scopus 로고
    • Cariboo strategic regional restoration plan
    • In E. B. M. o. Environment (Ed.). Victoria, BC: Ministry of Environment.
    • Pantel, A. (2006). Cariboo strategic regional restoration plan. In E. B. M. o. Environment (Ed.). Victoria, BC: Ministry of Environment.
    • (2006)
    • Pantel, A.1
  • 56
    • 48249156215 scopus 로고    scopus 로고
    • Case studies, cross-site comparisons, and the challenge of generalization: Comparing agent-based models of land-use change in frontier regions
    • Parker D.C., Entwisle B., Rindfussb R.R., Vanweyd L.K., Manson S.M., Morane E., et al. Case studies, cross-site comparisons, and the challenge of generalization: Comparing agent-based models of land-use change in frontier regions. Journal of Land Use Science 2008, 3:41-72.
    • (2008) Journal of Land Use Science , vol.3 , pp. 41-72
    • Parker, D.C.1    Entwisle, B.2    Rindfussb, R.R.3    Vanweyd, L.K.4    Manson, S.M.5    Morane, E.6
  • 58
    • 74249118232 scopus 로고    scopus 로고
    • Modeling mountain pine beetle infestation with an agent-based approach at two spatial scales
    • Pérez L., Dragićević S. Modeling mountain pine beetle infestation with an agent-based approach at two spatial scales. Environmental Modelling and Software 2010, 25:223-236.
    • (2010) Environmental Modelling and Software , vol.25 , pp. 223-236
    • Pérez, L.1    Dragićević, S.2
  • 59
    • 79651471518 scopus 로고    scopus 로고
    • ForestSimMPB: A swarming intelligence and agent-based modeling approach for mountain pine beetle outbreaks
    • Pérez L., Dragićević S. ForestSimMPB: A swarming intelligence and agent-based modeling approach for mountain pine beetle outbreaks. Ecological Informatics 2011, 6:62-72.
    • (2011) Ecological Informatics , vol.6 , pp. 62-72
    • Pérez, L.1    Dragićević, S.2
  • 60
    • 0346816523 scopus 로고    scopus 로고
    • An individual-based model of canid populations: Modelling territoriality and social structure
    • Pitt W.C., Box P.W., Knowlton F.F. An individual-based model of canid populations: Modelling territoriality and social structure. Ecological Modelling 2003, 166:109-121.
    • (2003) Ecological Modelling , vol.166 , pp. 109-121
    • Pitt, W.C.1    Box, P.W.2    Knowlton, F.F.3
  • 61
    • 79956324768 scopus 로고    scopus 로고
    • Death to Kappa: Birth of quantity disagreement and allocation disagreement for accuracy assessment
    • Pontius R.G., Millones M. Death to Kappa: Birth of quantity disagreement and allocation disagreement for accuracy assessment. International Journal of Remote Sensing 2011, 32(15):4407-4429.
    • (2011) International Journal of Remote Sensing , vol.32 , Issue.15 , pp. 4407-4429
    • Pontius, R.G.1    Millones, M.2
  • 64
    • 0035011211 scopus 로고    scopus 로고
    • Mixed messages across multiple trophic levels: The ecology of bark beetle chemical communication systems
    • Raffa K.F. Mixed messages across multiple trophic levels: The ecology of bark beetle chemical communication systems. Chemoecology 2001, 11:49-65.
    • (2001) Chemoecology , vol.11 , pp. 49-65
    • Raffa, K.F.1
  • 65
    • 0037744558 scopus 로고    scopus 로고
    • Analysis of habitat-selection rules using an individual-based model
    • Railsback S.F., Harvey B.C. Analysis of habitat-selection rules using an individual-based model. Ecology 2002, 83:1817-1830.
    • (2002) Ecology , vol.83 , pp. 1817-1830
    • Railsback, S.F.1    Harvey, B.C.2
  • 66
  • 67
    • 3242699725 scopus 로고    scopus 로고
    • Growth and crown efficiency of height repressed lodgepole pine; are suppressed trees more efficient?
    • Reid D.E.B., Lieffers V.J., Silins U. Growth and crown efficiency of height repressed lodgepole pine; are suppressed trees more efficient?. Trees - Structure and Function 2004, 18(4):390-398.
    • (2004) Trees - Structure and Function , vol.18 , Issue.4 , pp. 390-398
    • Reid, D.E.B.1    Lieffers, V.J.2    Silins, U.3
  • 68
    • 0030274304 scopus 로고    scopus 로고
    • Testing ecological models: The meaning of validation
    • Rykiel E.J. Testing ecological models: The meaning of validation. Ecological Modelling 1996, 90:229-244.
    • (1996) Ecological Modelling , vol.90 , pp. 229-244
    • Rykiel, E.J.1
  • 69
  • 70
    • 84877596585 scopus 로고    scopus 로고
    • A population dynamics model for the mountain pine beetle, Dendroctonus ponderosae Hopk. (Coleoptera: Scolytidae) (p. 41). Victoria, British Columbia: Pacific Forestry Centre.
    • Safranyik, L., Barclay, H., Thomson, A., & Riel, W. G. (1999). A population dynamics model for the mountain pine beetle, Dendroctonus ponderosae Hopk. (Coleoptera: Scolytidae) (p. 41). Victoria, British Columbia: Pacific Forestry Centre.
    • (1999)
    • Safranyik, L.1    Barclay, H.2    Thomson, A.3    Riel, W.G.4
  • 73
    • 67349140405 scopus 로고    scopus 로고
    • Modelling bark beetle disturbances in a large scale forest scenario model to assess climate change impacts and evaluate adaptive management strategies
    • Seidl R., Schelhaas M.-J., Lindner M., Lexer M.J. Modelling bark beetle disturbances in a large scale forest scenario model to assess climate change impacts and evaluate adaptive management strategies. Regional Environmental Change 2009, 9:101-119.
    • (2009) Regional Environmental Change , vol.9 , pp. 101-119
    • Seidl, R.1    Schelhaas, M.-J.2    Lindner, M.3    Lexer, M.J.4
  • 75
    • 70549083935 scopus 로고    scopus 로고
    • Opening the black box-Development, testing and documentation of a mechanistically rich agent-based model
    • Topping C.J., Høye T.T., Olesen C.R. Opening the black box-Development, testing and documentation of a mechanistically rich agent-based model. Ecological Modelling 2010, 221:245-255.
    • (2010) Ecological Modelling , vol.221 , pp. 245-255
    • Topping, C.J.1    Høye, T.T.2    Olesen, C.R.3
  • 78
    • 34547427605 scopus 로고    scopus 로고
    • Simulating the impacts of southern pine beetle and fire on the dynamics of xerophytic pine landscapes in the southern Appalachians
    • Waldron J.D., Lafon C.W., Coulson R.N., Cairns D.M., Tchakerian M.D., Birt A., et al. Simulating the impacts of southern pine beetle and fire on the dynamics of xerophytic pine landscapes in the southern Appalachians. Applied Vegetation Science 2007, 10:53-64.
    • (2007) Applied Vegetation Science , vol.10 , pp. 53-64
    • Waldron, J.D.1    Lafon, C.W.2    Coulson, R.N.3    Cairns, D.M.4    Tchakerian, M.D.5    Birt, A.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.