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A standard protocol for describing individual-based and agent-based models
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- Aber, 1997, Why don’t we believe the models?, Bull. Ecol. Soc. Am., 78, 232, 10.2307/20168170 · DOI
- Botkin, 1972, Some ecological consequences of a computer model of forest growth, J. Ecol., 60, 849, 10.2307/2258570 · DOI · Paper page
- DeAngelis, 1980, Cannibalism and size dispersal in young-of-the-year largemouth bass: experiment and model, Ecol. Model., 8, 133, 10.1016/0304-3800(80)90033-2 · DOI
- DeAngelis, 2005, Individual-based modeling of ecological and evolutionary processes, Annu. Rev. Ecol. Evol. Syst., 36, 147, 10.1146/annurev.ecolsys.36.102003.152644 · DOI · Paper page
- Deutschman, 1997, Scaling from trees to forests: analysis of a complex simulation model, Science, 277, 1688, 10.1126/science.277.5332.1684b · DOI
- Dorndorf, N., 1999. Zur Populationsdynamik des Alpenmurmeltiers: Modellierung, Gefährdungsanalyse und Bedeutung des Sozialverhaltens für die Überlebensfähigkeit. Ph.D. Thesis. Philipps-Universität Marburg, Germany.
- Edmonds, 2003, Replication, replication, and replication: some hard lessons from model alignment, J. Artif. Soc. Soc. Simul., 6
- Ginot, 2002, A multi-agents architecture to enhance end-user individual-based modelling, Ecol. Model., 157, 23, 10.1016/S0304-3800(02)00211-9 · DOI
- Gopen, 1990, The science of scientific writing, Am. Sci., 78, 550
- Grimm, 1999, Ten years of individual-based modelling in ecology: What have we learned, and what could we learn in the future?, Ecol. Model., 115, 129, 10.1016/S0304-3800(98)00188-4 · DOI · Paper page
- Grimm, 2002, Visual debugging: a way of analyzing, understanding, and communicating bottom-up simulation models in ecology, Nat. Res. Model., 15, 23, 10.1111/j.1939-7445.2002.tb00078.x · DOI
- Grimm, 2003, Modelling the role of social behavior in the persistence of the alpine marmot Marmota marmota, Oikos, 102, 124, 10.1034/j.1600-0706.2003.11731.x · DOI
- Grimm, 2004, The intrinsic mean time to extinction: a unifying approach to analyzing persistence and viability of populations, Oikos, 105, 501, 10.1111/j.0030-1299.2004.12606.x · DOI
- Grimm, 1999, Individual-based modelling and ecological theory: synthesis of a workshop, Ecol. Model., 115, 275, 10.1016/S0304-3800(98)00186-0 · DOI
- Hackländer, 1999, Male-caused failure of female reproduction and its adaptive value in alpine marmots (Marmota marmota), Behav. Ecol., 10, 592, 10.1093/beheco/10.5.592 · DOI
- Hales, 2003, Model-to-model analysis, J. Artif. Soc. Soc. Simul., 6
- Huth, 1992, The simulation of the movement of fish schools, J. Theor. Biol., 156, 365, 10.1016/S0022-5193(05)80681-2 · DOI · Paper page
- Huth, 1994, The simulation of fish schools in comparison with experimental data., Ecol. Model., 75–76, 135, 10.1016/0304-3800(94)90013-2 · DOI
- Inada, 2002, Order and flexibility in the motion of fish schools, J. Theor. Biol., 214, 371, 10.1006/jtbi.2001.2449 · DOI
- Kunz, 2003, Artificial fish schools: collective effects of school size, body size, and form, Artif. Life, 9, 237, 10.1162/106454603322392451 · DOI
- Liu, 1995, Individual-based simulation models for forest succession and management, Forest Ecol. Manage., 73, 157, 10.1016/0378-1127(94)03490-N · DOI
- Lorek, 1999, Modelling and simulation software to support individual-oriented ecological modelling, Ecol. Model., 115, 199, 10.1016/S0304-3800(98)00193-8 · DOI
- Parker, 2003, Multi-agent systems for the simulation of land-use and land-cover change: a review, Ann. Assoc. Am. Geogr., 93, 314, 10.1111/1467-8306.9302004 · DOI · Paper page
- Peck, 2004, Simulation as experiment: a philosophical reassessment for biological modeling, Trends Ecol. Evol., 19, 530, 10.1016/j.tree.2004.07.019 · DOI · Paper page
- Pitt, 2003, An individual-based model of canid populations: modelling territoriality and social structure, Ecol. Model., 166, 109, 10.1016/S0304-3800(03)00130-3 · DOI
- Railsback, 2001, Concepts from complex adaptive systems as a framework for individual-based modelling, Ecol. Model., 139, 47, 10.1016/S0304-3800(01)00228-9 · DOI
- Reuter, 1994, Selforganization of fish schools: an object-oriented model., Ecol. Model., 75/76, 147, 10.1016/0304-3800(94)90014-0 · DOI
- Rouchier, 2003, Re-implementation of a multi-agent model aimed at sustaining experimental economic research: the case of simulations with emerging speculation, J. Artif. Soc. Soc. Simul., 6
- Shugart, 1992, The potential for application of individual-based simulation models for assessing the effects of global change, Annu. Rev. Ecol. Syst., 23, 15, 10.1146/annurev.es.23.110192.000311 · DOI
- Strand, 2002, Artificial evolution of life history and behavior, Am. Nat., 159, 624, 10.1086/339997 · DOI
- Tesfatsion, 2002, Agent-based computational economics: growing economies from the bottom up, Artif. Life, 8, 55, 10.1162/106454602753694765 · DOI · Paper page
- Tyler, 1994, Individual variability and spatial heterogeneity in fish population models, Rev. Fish Biol. Fisheries, 4, 91, 10.1007/BF00043262 · DOI
- Van Winkle, 1993, Individual-based approach to fish population dynamics: an overview, Trans. Am. Fish. Soc., 122, 397, 10.1577/1548-8659(1993)122<0397:IBATFP>2.3.CO;2 · DOI
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Metadata
- Authors
- Grimm, V., Berger, U., Bastiansen, F., Eliassen, S., Ginot, V., Giske, J., Goss-Custard, J., Grand, T., Heinz, S. K., Huse, G., Huth, A., Jepsen, J. U., Jørgensen, C., Mooij, W. M., Müller, B., Pe’er, G., Piou, C., Railsback, S. F., Robbins, A. M., Robbins, M. M., Rossmanith, E., Rüger, N., Strand, E., Souissi, S., Stillman, R. A., Vabø, R., Visser, U., & DeAngelis, D. L.
- Venue
- Ecological Modelling
- Publisher
- Elsevier BV
- Published
- 2006-09
- Volume
- 198
- Issue
- 1-2
- Pages
- 115-126
- ISSN
- 0304-3800 (ISSN-L)
- OpenAlex
- W2145408484
- Cited by
- 2,981
- References
- 0
- FWCI
- 76.27
- Type
- journal article
- Language
- en
- Open access
- closed
- Licence
- www.elsevier.com/tdm/userlicense/1.0/ (tdm)
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Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
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Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).
Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.