cst-317:classes2017
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| * Professors: Mariane Coutinho, Pedro R. Andrade,[[http://www.dpi.inpe.br/gilberto|Gilberto Câmara]] | * Professors: Mariane Coutinho, Pedro R. Andrade,[[http://www.dpi.inpe.br/gilberto|Gilberto Câmara]] | ||
| * Lectures: Mondays and Thursdays, 14h00-16h30, Room 12, 1st floor, CCST building | * Lectures: Mondays and Thursdays, 14h00-16h30, Room 12, 1st floor, CCST building | ||
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| ===== Classes ===== | ===== Classes ===== | ||
| ^ ^ Title ^ Models ^ Scenarios ^ Concepts ^ Exercises | | ^ ^ Title ^ Models ^ Scenarios ^ Concepts ^ Exercises | | ||
| - | |1 |Introduction| | | | + | |1 |Introduction | | | | | |
| | |{{http://www.dpi.inpe.br/gilberto/cursos/cst-317-2017/lecture-introd-2017.ppt|Introduction}}| | | | | | | |{{http://www.dpi.inpe.br/gilberto/cursos/cst-317-2017/lecture-introd-2017.ppt|Introduction}}| | | | | | ||
| - | |2 |Modelling Programming Basics| | | | + | |2 |Modelling Programming Basics| | | | | |
| | |{{:cst-317:1-lua-for-terrame.ppt|Lua for TerraME}} | {{http://www.dpi.inpe.br/gilberto/cursos/cst-317-2015/code-introduction.zip|Lua scripts}} | | nil, number, boolean, string, table, function | {{:cst-317:exercicios-lua.pdf|Lua exercises}} | | | |{{:cst-317:1-lua-for-terrame.ppt|Lua for TerraME}} | {{http://www.dpi.inpe.br/gilberto/cursos/cst-317-2015/code-introduction.zip|Lua scripts}} | | nil, number, boolean, string, table, function | {{:cst-317:exercicios-lua.pdf|Lua exercises}} | | ||
| - | |3 |System Dynamics| | | | + | |3 |System Dynamics| | | | | |
| - | | |{{http://www.dpi.inpe.br/gilberto/cursos/st-society/lecture-systems-theory.ppt|Systems Theory}} | | | | + | | |{{http://www.dpi.inpe.br/gilberto/cursos/st-society/lecture-systems-theory.ppt|Systems Theory}} | | | | | |
| - | | |{{:cst-317:2-system-dynamics.ppt|Systems Dynamics}} | {{https://raw.githubusercontent.com/gilbertocamara/sysdyn/master/lua/Tub.lua|Tub}} (sysdyn) | {{https://raw.githubusercontent.com/gilbertocamara/sysdyn/master/examples/tub-scenarios.lua|tub-scenarios}} (sysdyn) | Model, Event, Timer, Chart | {{:cst-317:exercise1.pdf|Water in the Dam}} | | + | | |{{:cst-317:2-system-dynamics.ppt|Systems Dynamics}} |{{https://raw.githubusercontent.com/gilbertocamara/sysdyn/master/lua/Tub.lua|Tub}} (sysdyn) | {{https://raw.githubusercontent.com/gilbertocamara/sysdyn/master/examples/tub-scenarios.lua|tub-scenarios}} (sysdyn) | Model, Event, Timer, Chart | {{:cst-317:exercise1.pdf|Water in the Dam}} | |
| - | | | {{:cst-317:3-feedbacks.ppt|Feedbacks}} | {{https://raw.githubusercontent.com/gilbertocamara/sysdyn/master/lua/Coffee.lua|Coffee}}, {{https://raw.githubusercontent.com/gilbertocamara/sysdyn/master/lua/PopulationGrowth.lua|PopulationGrowth}} (sysdyn) | {{https://raw.githubusercontent.com/gilbertocamara/sysdyn/master/examples/coffee-scenarios.lua|coffee-scenarios}}, {{https://raw.githubusercontent.com/gilbertocamara/sysdyn/master/examples/population-scenarios-1.lua|population-scenarios-1}}, {{https://raw.githubusercontent.com/gilbertocamara/sysdyn/master/examples/population-scenarios-1.lua|population-scenarios-2}} (sysdyn) | Environment, instance of Model | | + | | | {{:cst-317:3-feedbacks.ppt|Feedbacks}} | {{https://raw.githubusercontent.com/gilbertocamara/sysdyn/master/lua/Coffee.lua|Coffee}}, {{https://raw.githubusercontent.com/gilbertocamara/sysdyn/master/lua/PopulationGrowth.lua|PopulationGrowth}} (sysdyn) | {{https://raw.githubusercontent.com/gilbertocamara/sysdyn/master/examples/coffee-scenarios.lua|coffee-scenarios}}, {{https://raw.githubusercontent.com/gilbertocamara/sysdyn/master/examples/population-scenarios-1.lua|population-scenarios-1}}, {{https://raw.githubusercontent.com/gilbertocamara/sysdyn/master/examples/population-scenarios-1.lua|population-scenarios-2}} (sysdyn) | Environment, instance of Model | | |
| - | | |{{http://www.dpi.inpe.br/gilberto/cursos/st-society/lecture-mono-lake.ppt|Water Flows in Mono Lake}} | {{http://www.dpi.inpe.br/gilberto/cursos/st-society/monolake.lua|Mono Lake Code in TerraME}} | || {{http://public.wsu.edu/~forda/Ch%205%20Extra.pdf|Exercise 2 - The Brine Shrimp of Mono Lake}}| | + | | |{{http://www.dpi.inpe.br/gilberto/cursos/st-society/lecture-mono-lake.ppt|Water Flows in Mono Lake}} | {{:cst-317:monolake.zip|Mono Lake Code in TerraME}} | | | | |
| - | | |{{http://www.dpi.inpe.br/gilberto/cursos/st-society/lecture-daisyworld.pptx|Daisyworld}}{{http://www.dpi.inpe.br/gilberto/cursos/st-society/daisyworld_review.pdf|Daisyworld review paper}} | {{http://www.dpi.inpe.br/gilberto/cursos/st-society/daisyworld.lua| Daisyworld model}} | |{{http://www.dpi.inpe.br/gilberto/cursos/st-society/daisyworld_sessini.pdf| Daisyworld on Cellular Automata (reference for exercise 3}}| | + | | |{{http://www.dpi.inpe.br/gilberto/cursos/st-society/lecture-daisyworld.pptx|Daisyworld}} | {{http://www.dpi.inpe.br/gilberto/cursos/st-society/daisyworld.lua| Daisyworld model}} | | | | |
| - | |4 |Climate Change Scenarios| | | | + | |4 |Celular Automata | | | | | |
| - | | | {{http://climatemodels.uchicago.edu/kaya/|Kaya Identity}} | | || | | + | | | {{:cst-317:8-cellular-automaton.ppt|Cellular Automata}} | {{https://raw.githubusercontent.com/pedro-andrade-inpe/ca/master/lua/Life.lua|Life}} (ca) | |Cell, CellularSpace, Neighborhood, Map, Random | | |
| - | | | {{http://climatemodels.uchicago.edu/slugulator|Methane vs. CO2}} | | | | | | + | | | {{:cst-317:9-fire-in-the-forest.ppt|Fire in the Forest}} | {{https://raw.githubusercontent.com/pedro-andrade-inpe/ca/master/lua/Fire.lua|Fire}} (ca) | | | {{:cst-317:exercise3.pdf|Fire in the Forest}}| |
| - | |5 |Celular Automata | | | | + | |5| Spatial Models | | | | | |
| - | | |{{http://www.dpi.inpe.br/gilberto/cursos/st-society/lecture-cellular-automata.ppt|Cellular Automata}} | | |Cell, CellularSpace, Neighborhood, Map, Random |{{http://www.dpi.inpe.br/gilberto/cursos/st-society/exercise-cellular-automata.pdf| Exercise 03 - Cellular Automata}}| | + | | | {{:cst-317:10-runoff.ppt|Runoff}} | {{https://raw.githubusercontent.com/TerraME/terrame/master/packages/terralib/examples/runoff.lua|Runoff}} (terralib) | | | |
| - | |6| Spatial Models | | | | || | + | |
| | | {{:cst-317:11-geospatial-data.ppt|Geospatial data}} | | | Project, Layer (terralib) | | | | | {{:cst-317:11-geospatial-data.ppt|Geospatial data}} | | | Project, Layer (terralib) | | | ||
| | | {{:cst-317:12-deforestation.ppt|Deforestation}} | {{:cst-317:deforestation.zip|}}| | Trajectory | {{:cst-317:exercise4.pdf|Deforestation}}, {{:cst-317:exercise4.zip|database}}| | | | {{:cst-317:12-deforestation.ppt|Deforestation}} | {{:cst-317:deforestation.zip|}}| | Trajectory | {{:cst-317:exercise4.pdf|Deforestation}}, {{:cst-317:exercise4.zip|database}}| | ||
| + | |6 |Climate Change Scenarios| | | | ||
| + | | | {{http://climatemodels.uchicago.edu/kaya/|Kaya Identity}} | | || | | ||
| + | | | {{http://climatemodels.uchicago.edu/slugulator|Methane vs. CO2}} | | | | | | ||
| |7| {{http://climatemodels.uchicago.edu/maps/|Climate models}} | | | | | |7| {{http://climatemodels.uchicago.edu/maps/|Climate models}} | | | | | ||
| Line 44: | Line 44: | ||
| or the following papers. | or the following papers. | ||
| - | | | {{http://www.dpi.inpe.br/gilberto/cursos/papers/Crooks2016ConflictDiamonds.pdf|Pires, B. and Crooks, A.T. (2016), The Geography of Conflict Diamonds: The Case of Sierra Leone}} (see also the model in the {{https://www.openabm.org/model/4955/OpenABM site)}} | | + | |
| - | | Diogo, Rolf e João | {{http://www.dpi.inpe.br/gilberto/cursos/papers/Silvertown1992.pdf|J. Silvertown, S. Holtier, J. Johnson and P. Dale (1992) Cellular Automaton Models of Interspecific Competition for Space-The Effect of Pattern on Process. Journal of Ecology, 80(3):527-533}}| | + | ==== System Dynamics ==== |
| + | |||
| + | | | [[http://citeseerx.ist.psu.edu/viewdoc/download;jsessionid=CB3EA777DE19841D563DC6241FA916B6?doi=10.1.1.497.9850&rep=rep1&type=pdf|Scherer A. & McLean A., (2002) Mathematical models of vaccination, British Medical Bulletin 2002;62 187-199.]] | | ||
| + | | | [[http://calculadora2050brasil.epe.gov.br/calculadora.html|Energy scenarios for Brazil (in portuguese)]]| | ||
| + | |||
| + | ==== Cellular Automata ==== | ||
| | | {{http://www.dpi.inpe.br/gilberto/cursos/papers/Berjak2002.pdf|S. G. Berjak, J. W. Hearne (2002) An improved cellular automaton model for simulating fire in a spatially heterogeneous Savanna system. Ecological Modelling 148(2):133–15}}| | | | {{http://www.dpi.inpe.br/gilberto/cursos/papers/Berjak2002.pdf|S. G. Berjak, J. W. Hearne (2002) An improved cellular automaton model for simulating fire in a spatially heterogeneous Savanna system. Ecological Modelling 148(2):133–15}}| | ||
| - | | | {{http://www.dpi.inpe.br/gilberto/cursos/papers/Sirakoulis2000.pdf|G.Ch Sirakoulis, I. Karafyllidis, A. Thanailakis (2000) A cellular automaton model for the effects of population movement and vaccination on epidemic propagation. Ecological Modelling 133(3): 209–223}}| | ||
| | | {{http://www.dpi.inpe.br/gilberto/cursos/papers/Beauchemina2005.pdf|C. Beauchemina, J. Samuelb, J. Tuszynskia (2005) A simple cellular automaton model for influenza A viral infections. Journal of Theoretical Biology 232(2) 223–234}}| | | | {{http://www.dpi.inpe.br/gilberto/cursos/papers/Beauchemina2005.pdf|C. Beauchemina, J. Samuelb, J. Tuszynskia (2005) A simple cellular automaton model for influenza A viral infections. Journal of Theoretical Biology 232(2) 223–234}}| | ||
| - | | Cassia e Kelly| {{http://www.dpi.inpe.br/gilberto/cursos/papers/Medeiros2011.pdf|Medeiros, L. C., Castilho, C. A. R., Braga, C., de Souza, W. V., Regis, L., Monteiro, A. M. V. (2011). Modeling the dynamic transmission of dengue fever: investigating disease persistence. PLOS neglected tropical diseases, 5(1), e942.}}| | ||
| - | | | {{http://www.dpi.inpe.br/gilberto/cursos/papers/Nakanishi1990.pdf|H. Nakanishi (1990) Cellular-automaton model of earthquakes with deterministic dynamics. Phys. Rev. A 41:7086–7089}}| | ||
| - | | | {{http://www.hks.harvard.edu/netgov/files/fellows/onnela_j/papers/A7.pdf| R. Toivonen, J. Onnela, J. Saramaki, J. Hyvonen, K. Kaski (2006) A model for social networks. Physica A: Statistical Mechanics and its Applications 371(2):851–860}}| | ||
| - | | | {{http://www.dpi.inpe.br/gilberto/cursos/papers//joana_barros.pdf|Barros, J. Urban Growth in Latin American Cities. PhD thesis, CASA/UCL}} | | ||
| - | | Frederico e André | {{http://www.dpi.inpe.br/gilberto/cursos/papers/gas_book_chap3.pdf|Sex, Culture and Conflict in SugarScape}}. From J Epstein, R. Axtell, Growing Artificial Societies: Social Science from the Bottom Up. MIT Press, 1996.| | ||
| - | | | {{http://www.dpi.inpe.br/gilberto/cursos/papers/gas_book_chap4.pdf|Trade in SugarScape}}. From J Epstein, R. Axtell, Growing Artificial Societies: Social Science from the Bottom Up. MIT Press, 1996.| | ||
| - | | | {{http://jasss.soc.surrey.ac.uk/16/4/11.html|S Heckbert (2013). MayaSim: An agent-based model of the ancient Maya social-ecological system.}}{{http://www.openabm.org/model/3063/version/4/view| Available in CoMSES Computational Model Library.}}| | ||
| - | | |{{http://www.openabm.org/model/3705/version/2/view| R Axelrod (1997). “The dissemination of culture - A model with local convergence and global polarization.” Journal of Conflict Resolution 41: 203-226.Replicated in CoMSES Computational Model Library.}}| | ||
| - | | | {{http://www.openabm.org/model/3377/version/1/view|J Pepper and B Smuts (2000). The evolution of cooperation in an ecological context: an agent-based model. Replicated in CoMSES Computational Model Library.}}| | ||
| - | | | {{http://www.openabm.org/model/3890/version/2/view|K Kahn (2013) A model of the Spanish Flu Pandemic. Available in CoMSES Computational Model Library.}}| | ||
| - | | | {{http://www.openabm.org/model/3051/version/1/view|Schindler J (2012) A simple Multi-Agent System of the Tragedy Of the Commons. Available in CoMSES Computational Model Library.}}| | ||
| - | | | {{http://www.openabm.org/model/2762/version/1/view| A K Knittel, R Riolo and R Snow (2011). Development and evaluation of an agent-based model of sexual partnership. Adaptive Behavior (available at CoMSES Computational Model Library.}}|. | ||
| - | | | {{http://www.openabm.org/model/2274/version/2/view| M Janssen and N.D. Rollins (2012). Evolution of cooperation in asymmetric commons dilemmas. Journal of Economic Behavior and Organization, 81: 220-229. Available in CoMSES Computational Model Library).}}| | ||
| - | | | {{http://www.openabm.org/model/2222/version/2/view|Axtell, Epstein, et al. (2002) Population Growth and Collapse in a Multi-Agent Model of the Kayenta Anasazi in Long House Valley. PNAS 99(3): 7275-7279. Replicated in M Janssen and available in CoMSES Computational Model Library.}}| | ||
| - | | | {{http://www.dpi.inpe.br/gilberto/cursos/papers/Sirakoulis2000.pdf|G.Ch Sirakoulis, I. Karafyllidis, A. Thanailakis (2000) A cellular automaton model for the effects of population movement and vaccination on epidemic propagation. Ecological Modelling 133(3): 209–223}}| | ||
| | | {{http://www.dpi.inpe.br/gilberto/cursos/papers/White2007.pdf|S. Hoya White, A. Martín del Rey, G. Rodríguez Sánchez(2007), Modeling epidemics using cellular automata. Applied Mathematics and Computation, 186(1):193-202}}| | | | {{http://www.dpi.inpe.br/gilberto/cursos/papers/White2007.pdf|S. Hoya White, A. Martín del Rey, G. Rodríguez Sánchez(2007), Modeling epidemics using cellular automata. Applied Mathematics and Computation, 186(1):193-202}}| | ||
| - | | | {{http://www.dpi.inpe.br/gilberto/cursos/papers/Feitosa2012.pdf| F. Feitosa, A.M. Monteiro, Urban Conventions and Residential Location Choice. CAMUSS Conference (Cellular Automata Modeling forUrban and Spatial Systems 2012)}}| | + | | | {{http://www.dpi.inpe.br/gilberto/cursos/papers/Almeida2011.pdf|Almeida, Rodolfo Maduro, and Elbert EN Macau. "Stochastic cellular automata model for wildland fire spread dynamics." Journal of Physics: Conference Series. Vol. 285. No. 1. IOP Publishing, 2011.}}| |
| - | | | Almeida, Rodolfo Maduro, and Elbert EN Macau. "Stochastic cellular automata model for wildland fire spread dynamics." Journal of Physics: Conference Series. Vol. 285. No. 1. IOP Publishing, 2011.| | + | | | {{http://www.dpi.inpe.br/gilberto/cursos/papers/Fisch1991.pdf|Fisch, Robert, Janko Gravner, and David Griffeath. "Threshold-range scaling of excitable cellular automata." Statistics and Computing 1.1 (1991): 23-39.}} | |
| - | | | de Bakker MP, de Jong K, Schmitz O, Karssenberg D. Design and demonstration of a data model to integrate agent-based and field-based modelling. Environmental Modelling & Software. 2017 Mar 31;89:172-89.| | + | | | {{http://www.dpi.inpe.br/gilberto/cursos/papers/Fisch1992.pdf|Fisch, Robert. "Clustering in the one-dimensional three-color cyclic cellular automaton." The Annals of Probability (1992): 1528-1548.}} | |
| - | | |[[https://en.wikipedia.org/wiki/Brian%27s_Brain|Brian's Brain]] | | + | |
| - | | | Fisch, Robert, Janko Gravner, and David Griffeath. "Threshold-range scaling of excitable cellular automata." Statistics and Computing 1.1 (1991): 23-39. | | + | |
| - | | | Fisch, Robert. "Clustering in the one-dimensional three-color cyclic cellular automaton." The Annals of Probability (1992): 1528-1548. | | + | |
| | | [[https://qlfiles.net/the-ql-files/next-nearest-neighbors-cellular-automata/|Li, Wentian. "Complex patterns generated by next nearest neighbors cellular automata." Computers & Graphics 13.4 (1989): 531-537.]] | | | | [[https://qlfiles.net/the-ql-files/next-nearest-neighbors-cellular-automata/|Li, Wentian. "Complex patterns generated by next nearest neighbors cellular automata." Computers & Graphics 13.4 (1989): 531-537.]] | | ||
| - | | | Chate, H. & Manneville, P. (1990). Criticality in cellular automata. Physica D (45), 122-135.| | + | | | {{http://www.dpi.inpe.br/gilberto/cursos/papers/Chate1990.pdf|Chate, H. & Manneville, P. (1990). Criticality in cellular automata. Physica D (45), 122-135.}}| |
| | | Li, W., Packard, N., & Langton, C. (1990). Transition Phenomena in Cellular Automata Rule Space. Physica D (45), 77-94. | | | | Li, W., Packard, N., & Langton, C. (1990). Transition Phenomena in Cellular Automata Rule Space. Physica D (45), 77-94. | | ||
| - | | | [[https://en.wikipedia.org/wiki/Belousov–Zhabotinsky_reaction|Belousov–Zhabotinsky reaction]]| | ||
| | | Colasanti, R. L., R. Hunt, and L. Watrud. "A simple cellular automaton model for high-level vegetation dynamics." Ecological Modelling 203.3 (2007): 363-374.| | | | Colasanti, R. L., R. Hunt, and L. Watrud. "A simple cellular automaton model for high-level vegetation dynamics." Ecological Modelling 203.3 (2007): 363-374.| | ||
| - | | | [[http://citeseerx.ist.psu.edu/viewdoc/download;jsessionid=CB3EA777DE19841D563DC6241FA916B6?doi=10.1.1.497.9850&rep=rep1&type=pdf|Scherer A. & McLean A., (2002) Mathematical models of vaccination, British Medical Bulletin 2002;62 187-199.]] | | + | | | {{http://www.dpi.inpe.br/gilberto/cursos/papers/Yassemi2008.pdf|S. Yassemi, S. Dragićevića, M. Schmidt(2008), Design and implementation of an integrated GIS-based cellular automata model to characterize forest fire behaviour |
| + | , Ecological Modelling, 210(1–2), 71–84}}| | ||
| + | | | {{http://pdf.blucher.com.br.s3-sa-east-1.amazonaws.com/designproceedings/sigradi2016/450.pdf| Araujo and Celani (20166), Exploring Weaire-Phelan through Cellular Automata: A proposal for a structural variance-producing engine}}| | ||
| + | | | [[http://link.aps.org/pdf/10.1103/PhysRevE.58.1425|Rickert, M., Nagel, K., Schreckenberg, M. and Latour, A., 1996. Two lane traffic simulations using cellular automata. Physica A: Statistical Mechanics and its Applications, 231(4), pp.534-550.]]| | ||
| + | | | [[https://pdfs.semanticscholar.org/a522/5a5633d0ce89c913a65c2e6cde72f808e95f.pdf|White, R. and Engelen, G., 1993. Cellular automata and fractal urban form: a cellular modelling approach to the evolution of urban land-use patterns. Environment and planning A, 25(8), pp.1175-1199.]] | | ||
| + | | | [[ https://www.sciencedirect.com/science/article/pii/S0169204602002189| Barredo, J.I., Kasanko, M., McCormick, N. and Lavalle, C., 2003. Modelling dynamic spatial processes: simulation of urban future scenarios through cellular automata. Landscape and urban planning, 64(3), pp.145-160.]]| | ||
| + | | | [[ http://www.academia.edu/download/30249270/m283xl03.pdf| Karafyllidis, I. and Thanailakis, A., 1997. A model for predicting forest fire spreading using cellular automata. Ecological Modelling, 99(1), pp.87-97.]]| | ||
| + | | | [[ http://search.proquest.com/openview/6fc409331fb6e6f5a21e4fc783349e7c/1.pdf?pq-origsite=gscholar&cbl=1456339| Ermentrout, G.B. and Edelstein-Keshet, L., 1993. Cellular automata approaches to biological modeling. Journal of theoretical Biology, 160(1), pp.97-133.]]| | ||
| + | | | [[ https://www.sciencedirect.com/science/article/pii/S0022519303002443| Alarcón, T., Byrne, H.M. and Maini, P.K., 2003. A cellular automaton model for tumour growth in inhomogeneous environment. Journal of theoretical biology, 225(2), pp.257-274.]]| | ||
| + | | | [[https://www.sciencedirect.com/science/article/pii/S0378437107006085 | Yuan, W. and Tan, K.H., 2007. An evacuation model using cellular automata. Physica A: Statistical Mechanics and its Applications, 384(2), pp.549-566.]]| | ||
| + | | | [[ http://www.bioinfo.de/isb/2002020035/main.html | Dormann, S. and Deutsch, A., 2002. Modeling of self-organized avascular tumor growth with a hybrid cellular automaton. In silico biology, 2(3), pp.393-406.]]| | ||
| + | | | [[https://pdfs.semanticscholar.org/4f78/2bcb7bf2c0d4e1a210a41b80a4f664efc9f8.pdf|Bersini, H. and Detours, V., 1994, July. Asynchrony induces stability in cellular automata based models. In Artificial Life IV (pp. 382-387). MIT Press, MA.]]| | ||
| - | ===== Papers for Final Projects: Secondary Choices ===== | + | ==== Agent-based Modeling ==== |
| - | You can also choose from the following papers if you did not find a suitable paper in the above list. | ||
| - | | | {{http://www.dpi.inpe.br/gilberto/cursos/papers/Balzter1998.pdf|H. Balzter, P. W. Braun, W. Köhler (1998) Cellular automata models for vegetation dynamics. Ecological Modelling 107(2-3):113-125}}| | + | | | {{http://www.dpi.inpe.br/gilberto/cursos/papers/Medeiros2011.pdf|Medeiros, L. C., Castilho, C. A. R., Braga, C., de Souza, W. V., Regis, L., Monteiro, A. M. V. (2011). Modeling the dynamic transmission of dengue fever: investigating disease persistence. PLOS neglected tropical diseases, 5(1), e942.}}| |
| + | | | {{http://www.openabm.org/model/2274/version/2/view| M Janssen and N.D. Rollins (2012). Evolution of cooperation in asymmetric commons dilemmas. Journal of Economic Behavior and Organization, 81: 220-229. Available in CoMSES Computational Model Library).}}| | ||
| | | {{http://www.dpi.inpe.br/gilberto/cursos/papers/Bandini2007.pdf|S Bandini, F Celada, S Manzoni, G Vizzari (2007). Modelling the immune system: the case of situated cellular agents, Natural Computing, 6(1):19-32.}}| | | | {{http://www.dpi.inpe.br/gilberto/cursos/papers/Bandini2007.pdf|S Bandini, F Celada, S Manzoni, G Vizzari (2007). Modelling the immune system: the case of situated cellular agents, Natural Computing, 6(1):19-32.}}| | ||
| - | | | {{http://www.dpi.inpe.br/gilberto/cursos/papers/Yassemi2008.pdf|S. Yassemi, S. Dragićevića, M. Schmidt(2008), Design and implementation of an integrated GIS-based cellular automata model to characterize forest fire behaviour | + | | | Pe'er et al. Virtual Corridors for Conservation Management, Conservation Biology (2005): 1997–2003 | |
| - | , Ecological Modelling, 210(1–2), 71–84}}| | + | | | Garcia et al. Predicting evolution of insect resistance to transgenic crops in within field refuge configurations, based on larval movement. Ecol. Complex. 28, 94–103 (2016).| |
| - | | | {{http://www.openabm.org/model/3163/version/2/view|S Bergin (2012). Torsten Hägerstrand’s Spatial Innovation Diffusion Model. Available in CoMSES Computational Model Library.}}| | + | | | Malaquias et al. Larval Dispersal of Spodoptera frugiperda Strains on Bt Cotton: A Model for Understanding Resistance Evolution and Consequences for its Management. Scientific reports. 2017 Nov 23;7(1):16109.| |
| - | | Ricardo, Ana e Karina | {{http://www.dpi.inpe.br/gilberto/cursos/papers//Dunkerley1997a.pdf|D. L. Dunkerley (1997) Banded vegetation: development under uniform rainfall from a simple cellular automaton model. Plant Ecology 129(2):103-111}}| | + | | | Brown, C.; Bakam, I.; Smith. P.; Matthews, R.B., (2016) An agent-based modelling approach to evaluate factors influencing bioenergy crop adoption in north-east Scotland., Global Change Biology Bioenergy, 8, 226-244.| |
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cst-317/classes2017.txt · Last modified: 2018/04/11 10:30 by pedro
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