GEOGRAPHICAL RESEARCH ›› 2017, Vol. 36 ›› Issue (10): 1925-1935.doi: 10.11821/dlyj201710009
Special Issue: 人地系统
• Perspectives and Contention • Previous Articles Next Articles
Received:
2017-04-09
Revised:
2017-07-15
Online:
2017-10-20
Published:
2017-10-20
Ruixue ZHAI, Erfu DAI. Research on the complexity of man-land system based on agent-based models[J].GEOGRAPHICAL RESEARCH, 2017, 36(10): 1925-1935.
Add to citation manager EndNote|Reference Manager|ProCite|BibTeX|RefWorks
[35] |
[Chen Qiuwen, Cheng Zhongni, Cai Desuo, et al.Analysis on the downstream fish responses to reservoir operation using individual-based model. Journal of Hydraulic Engineering, 2009, 40(8): 897-903.]
doi: 10.3321/j.issn:0559-9350.2009.08.001 |
[36] |
李曰嵩, 潘灵芝, 陈新军. 产卵深度变动对东海日本鲭鱼卵仔幼鱼输运和存活率的影响. 海洋渔业, 2013, 35(2): 176-182.
doi: 10.3969/j.issn.1004-2490.2013.02.008 |
[Li Yuesong, Pan Lingzhi, Chen Xinjun.Effects of spawning water depth on transport and survival of chub mackerel (Scomber japonicus) eggs and larvae in the East China Sea. Marine Fisheries, 2013, 35(2): 176-182.]
doi: 10.3969/j.issn.1004-2490.2013.02.008 |
|
[37] |
余为, 陈新军, 李曰嵩. 基于个体生态模型在渔业科学中的应用研究现状. 海洋渔业, 2012, 34(4): 464-475.
doi: 10.3969/j.issn.1004-2490.2012.04.015 |
[Yu Wei, Chen Xinjun, Li Yuesong.Review on individual-based model in fishery science. Marine Fisheries, 2012, 34(4): 464-475.]
doi: 10.3969/j.issn.1004-2490.2012.04.015 |
|
[38] | 吴文斌, 杨鹏, 唐华俊, .. 基于Agent 的土地利用/土地覆盖变化模型的研究进展. 地理科学, 2007, 27(4): 573-578. |
[Wu Wenbin, Yang Peng, Tang Huajun, et al.Agent-based model for land-use/cover change: A review. Scientia Geographica Sinica, 2007, 27(4): 573-578.] | |
[39] | Kennedy W G, Hailegiorgis A B, Rouleau M, et al.An agent-based model of conflict in East Africa and the effect of the privatization of land. In: University of Kassel. Proceedings of the 3rd World Congress in Social Simulation. Kassel: University of Kassel, 2010: 274-281. |
[1] |
Vitousek P M, Mooney H A, Lubchenco J, et al.Human domination of Earth's ecosystems. Science, 1997, 277(5325): 494-499.
doi: 10.1126/science.277.5325.494 |
[2] |
Trumbore S E.Potential responses of soil organic carbon to global environmental change. Proceedings of the National Academy of Sciences, 1997, 94(16): 8284-8291.
doi: 10.1073/pnas.94.16.8284 pmid: 11607735 |
[40] | Balbi S, Villa F.Integrating human agency and ecosystem services: An ABM perspective on food. In: Brigham Young University. Proceedings of the International Congress on Environmental Modelling and Software. Provo: Brigham Young University, 2016: 1-2. |
[41] | 潘理虎, 闫慧敏, 黄河清, .. 北方农牧交错带生态系统服务合理消耗多主体模型构建. 资源科学, 2012, 34(6): 1007-1016. |
[3] |
Lambin E F, Geist H J, Lepers E.Dynamics of land-use and land-cover change in tropical regions. Annual Review of Environment and Resources, 2003, 28(1): 205-241.
doi: 10.1146/annurev.energy.28.050302.105459 |
[4] |
Hulme M.Meet the humanities. Nature Climate Change, 2011, 1(4): 177-179.
doi: 10.1038/nclimate1150 |
[41] | [Pan Lihu, Yan Huimin, Huang Heqing, et al.Multi-agent modeling method of reasonable consumption of ecosystem service: A case of the farming pastoral zone in Inner Mongolia. Resources Science, 2012, 34(6): 1007-1016.] |
[42] |
Lansing J S, Kremer J N.Emergent properties of Balinese water temple networks: Coadaptation on a rugged fitness landscape. American Anthropologist, 1993, 95(1): 97-114.
doi: 10.1525/aa.1993.95.1.02a00050 |
[5] |
Marchi D S, Page S E.Agent-based models. Annual Review of Political Science, 2014, 17: 1-20.
doi: 10.1146/annurev-polisci-080812-191558 |
[6] |
Parker D C, Manson S M, Janssen M A, et al.Multi-agent systems for the simulation of land-use and land-cover change: A review. Annals of the Association of American Geographers, 2003, 93(2): 314-337.
doi: 10.1111/1467-8306.9302004 |
[43] |
Berger T.Agent-based spatial models applied to agriculture: A simulation tool for technology diffusion, resource use changes and policy analysis. Agricultural Economics, 2001, 25(2-3): 245-260.
doi: 10.1111/j.1574-0862.2001.tb00205.x |
[44] |
Semboloni F, Assfalg J, Armeni S, et al.CityDev, an interactive multi-agents urban model on the web. Computers, Environment and Urban Systems, 2004, 28(1): 45-64.
doi: 10.1016/S0198-9715(02)00047-9 |
[7] | 吴次芳, 陈美球. 土地生态系统的复杂性研究. 应用生态学报, 2002, 13(6): 753-756. |
[Wu Cifang, Chen Meiqiu.Complexity of land ecosystem. Chinese Journal of Applied Ecology, 2002, 13(6): 753-756.] | |
[45] |
Parker D C, Meretsky V.Measuring pattern outcomes in an agent-based model of edge-effect externalities using spatial metrics. Agriculture, Ecosystems & Environment, 2004, 101(2): 233-250.
doi: 10.1016/j.agee.2003.09.007 |
[46] | 蒋思琦, 何建华. 基于多智能体的城市生态保护红线多情景模拟. 国土与自然资源研究, 2016, (1): 16-20. |
[8] | 余强毅, 吴文斌, 唐华俊, .. 复杂性科学与Agent模型在土地变化科学中的研究进展. 地理学报, 2011, 66(11): 1518-1530. |
[Yu Qiangyi, Wu Wenbin, Tang Huajun, et al.Complex system theory and agent-based modeling: Progresses in land change science. Acta Geographica Sinica, 2011, 66(11): 1518-1530.] | |
[46] | [Jiang Siqi, He Jianhua.Multi scene simulation of urban ecological protection red line based on multi-agents model. Territory and Natural Resources Study, 2016, (1): 16-20.] |
[47] |
Valbuena D, Bregt A K, McAlpine C, et al. An agent-based approach to explore the effect of voluntary mechanisms on land use change: A case in rural Queensland, Australia. Journal of Environmental Management, 2010, 91(12): 2615-2625.
doi: 10.1016/j.jenvman.2010.07.041 pmid: 20705385 |
[9] |
薛领, 杨开忠. 复杂性科学理论与区域空间演化模拟研究. 地理研究, 2002, 21(1): 79-88.
doi: 10.3321/j.issn:1000-0585.2002.01.010 |
[Xue Ling, Yang Kaizhong.Sciences of complexity and studies of evolutional simulation of regional spatial structure. Geographical Research, 2002, 21(1): 79-88.]
doi: 10.3321/j.issn:1000-0585.2002.01.010 |
|
[48] | 龚丹, 马晓明. 农牧交错带典型区土地利用驱动机制研究: 基于多主体模拟方法. 湖南农业大学学报: 社会科学版, 2007, 8(4): 15-19. |
[Gong Dan, Ma Xiaoming.Research on driving mechanism of land-use in pasture and agriculture transitional zone using multi-agent simulation. Journal of Hunan Agricultural University: Social Sciences, 2007, 8(4): 15-19.] | |
[10] | 宋学锋. 复杂性, 复杂系统与复杂性科学. 中国科学基金, 2003, 17(5): 262-269. |
[Song Xuefeng.Complexity, complex system, and the science of complexity. Bulletin of National Natural Science Foundation of China, 2003, 17(5): 262-269.] | |
[49] | 常笑, 刘黎明, 刘朝旭, .. 农户土地利用决策行为的多智能体模拟方法. 农业工程学报, 2013, 29(14): 227-237. |
[Chang Xiao, Liu Liming, Liu Zhaoxu, et al.Method of multi-agent system for simulating land-use decision-making behavior of farmer households. Transactions of the Chinese Society of Agricultural Engineering, 2013, 29(14): 227-237.] | |
[11] | 吴传钧. 论地理学的研究核心: 人地关系地域系统. 经济地理, 1991, 11(3): l-5. |
[Wu Chuanjun. Man-earth areal system: The core of geographical study. Economic Geography, 1991, 11(3): l-5.] | |
[50] |
薛领, 杨开忠, 沈体雁. 基于agent的建模: 地理计算的新发展. 地球科学进展, 2004, 19(2): 305-311.
doi: 10.3321/j.issn:1001-8166.2004.02.020 |
[Xue Ling, Yang Kaizhong, Shen Tiyan.Agent-based modeling: The new advantage in geocomputation. Advance in Earth Sciences, 2004, 19(2): 305-311.]
doi: 10.3321/j.issn:1001-8166.2004.02.020 |
|
[12] |
王成超. 人地系统复杂性机理剖析. 海南师范大学学报: 自然科学版, 2010, 23(2): 219-223.
doi: 10.3969/j.issn.1674-4942.2010.02.024 |
[Wang Chengchao.An analysis of complex mechanism in human-environment system. Journal of Hainan Normal University: Natural Science, 2010, 23(2): 219-223.]
doi: 10.3969/j.issn.1674-4942.2010.02.024 |
|
[51] |
Zvoleff A, An L.Analyzing human-landscape interactions: tools that integrate. Environmental management, 2014, 53(1): 94-111.
doi: 10.1007/s00267-012-0009-1 pmid: 23291978 |
[52] |
Grimm V, Berger U, Bastiansen F, et al.A standard protocol for describing individual-based and agent-based models. Ecological Modelling, 2006, 198(1): 115-126.
doi: 10.1016/j.ecolmodel.2006.04.023 |
[13] | 甘国辉, 杨国安. 地理学与地理系统复杂性研究. 系统辩证学学报, 2004, 12(3): 78-83. |
[Gan Guohui, Yang Guoan.The complexity study in geographical system and geography. Journal of Systemic Dialectics, 2004, 12(3): 78-83.] | |
[14] |
杨国安, 甘国辉. 人地系统复杂性思考. 科技导报, 2002, 20(3): 58-60.
doi: 10.3321/j.issn:1000-7857.2002.03.017 |
[Yang Guoan, Gan Guohui.Thoughts on complexity of human-earth system. Science and Technology Review, 2002, 20(3): 58-60.]
doi: 10.3321/j.issn:1000-7857.2002.03.017 |
|
[15] |
陆大道. 关于地理学的“人—地系统”理论研究. 地理研究, 2002, 21(2): 135-145.
doi: 10.3321/j.issn:1000-0585.2002.02.001 |
[Lu Dadao.Theoretical studies of man-land system as the core of geographical science. Geographical Research, 2002, 21(2): 135-145.]
doi: 10.3321/j.issn:1000-0585.2002.02.001 |
|
[16] | 王黎明, 关庆锋, 冯仁国, .. 全球变化视角下人地系统研究面临的几个问题探讨. 地理科学, 2003, 23(4): 391-397. |
[Wang Liming, Guan Qingfeng, Feng Renguo, et al.Problems of man-land relationship system theory under global change. Scientia Geographica Sinica, 2003, 23(4): 391-397.] | |
[17] | Agarwal C, Green G M, Grove J M, et al.A review and assessment of land-use change models: dynamics of space, time and human choice. Journal of Religious Studies, 2000, 79: 136-141. |
[18] | 李双成, 王羊, 蔡运龙. 复杂性科学视角下的地理学研究范式转型. 地理学报, 2010, 65(11): 1315-1324. |
[Li Shuangcheng, Wang Yang, Cai Yunlong.The paradigm transformation of geography from the perspective of complexity sciences. Acta Geographica Sinica, 2010, 65(11): 1315-1324.] | |
[19] | 黎夏. 地理模拟系统: 元胞自动机与多智能体. 北京: 科学出版社, 2007. |
[Li Xia.Geographica Simulation Systems: Cellula Automata and Multi-agent System. Beijing: Science Press, 2007.] | |
[20] |
An L.Modeling human decisions in coupled human and natural systems: Review of agent-based models. Ecological Modelling, 2012, 229: 25-36.
doi: 10.1016/j.ecolmodel.2011.07.010 |
[21] |
Bonabeau E.Agent-based modeling: Methods and techniques for simulating human systems. Proceedings of the National Academy of Sciences of the United States of America, 2002, 99(3): 7280-7287.
doi: 10.1073/pnas.082080899 pmid: 12011407 |
[22] | 郗静, 曹明明, 陈海. 智能体模型在微观土地利用行为模拟中的应用及启示. 地理与地理信息科学, 2009, 25(4): 56-60. |
[Chi Jing, Cao Mingming, Chen Hai.Developments and enlightenments on simulation of land use micro behaviors based on agent-based models. Geography and Geo-Information Science, 2009, 25(4): 56-60.] | |
[23] | 陈禹. 复杂性研究的新动向: 基于主体的建模方法及其启迪. 系统辩证学学报, 2003, 11(1): 43-50. |
[Chen Yu.A new trend in complexity studies: Agent based modelling and its implication. Journal of Systemic Dialectics, 2003, 11(1): 43-50.] | |
[24] |
陈蔚, 高晓路, 沈振江. 多主体系统在城市发展模拟中的应用. 地理科学进展, 2012, 31(6): 761-767.
doi: 10.11820/dlkxjz.2012.06.012 |
[Chen Wei, Gao Xiaolu, Shen Zhenjiang.Application of multi-agent system in simulation of urban development: A review. Progress in Geography, 2012, 31(6): 761-767.]
doi: 10.11820/dlkxjz.2012.06.012 |
|
[25] |
Filatova T, Verburg P H, Parker D C, et al.Spatial agent-based models for socio-ecological systems: Challenges and prospects. Environmental Modelling & Software, 2013, 45: 1-7.
doi: 10.1016/j.envsoft.2013.03.017 |
[26] | Khazaii J.Agent-based modeling. Advanced Decision Making for HVAC Engineers, 2016, 2: 137-144. |
[27] | 傅丽华, 谢炳庚, 李晓青, .. 基于多智能体模拟的旅游地保护行为决策. 地理研究, 2012, 31(3): 555-564. |
[Fu Lihua, Xie Binggeng, Li Xiaoqing, et al.The multiagent-based-model method in analyzing the conservation behavior strategies of tourism destination. Geographical Research, 2012, 31(3): 555-564.] | |
[28] |
Zhou Y, Guo S, Xu C Y, et al.Integrated optimal allocation model for complex adaptive system of water resources management (I): Methodologies. Journal of Hydrology, 2015, 531: 964-976.
doi: 10.1016/j.jhydrol.2015.10.043 |
[29] | 张延伟, 裴颖, 葛全胜. 基于BDI决策的居住空间宜居性分析: 以大连沙河口区为例. 地理研究, 2016, 35(12): 2227-2237. |
[Zhang Yanwei, Pei Ying, Ge Quansheng.Analysis of living space based on BDI decision: A case study for Dalian Shahekou district. Geographical Research, 2016, 35(12): 2227-2237.] | |
[30] |
黄河, 范一大, 杨思全, .. 基于多智能体的洪涝风险动态评估理论模型. 地理研究, 2015, 34(10): 1875-1886.
doi: 10.11821/dlyj20151006 |
[Huang He, Fan Yida, Yang Siquan, et al.A multi-agent based theoretical model for dynamic flood disaster risk assessment. Geographical Research, 2015, 34(10): 1875-1886.]
doi: 10.11821/dlyj20151006 |
|
[31] | 田光进, 邬建国. 基于智能体模型的土地利用动态模拟研究进展. 生态学报, 2008, 28(9): 4451-4459. |
[Tian Guangjin, Wu Jianguo.Simulating land use change with agent-baseed models: progress and prospects. Acta Ecologica Sinica, 2008, 28(9): 4451-4459.] | |
[32] |
Heckbert S, Baynes T, Reeson A.Agent-based modeling in ecological economics. Annals of the New York Academy of Sciences, 2010, 1185(1): 39-53.
doi: 10.1111/j.1749-6632.2009.05286.x pmid: 20146761 |
[33] |
Grimm V.Ten years of individual-based modelling in ecology: What have we learned and what could we learn in the future?. Ecological Modelling, 1999, 115(2): 129-148.
doi: 10.1016/S0304-3800(98)00188-4 |
[34] |
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(1): 109-121.
doi: 10.1016/S0304-3800(03)00130-3 |
[35] |
陈求稳, 程仲尼, 蔡德所, .. 基于个体模型模拟的鱼类对上游水库运行的生态响应分析. 水利学报, 2009, 40(8): 897-903.
doi: 10.3321/j.issn:0559-9350.2009.08.001 |
[53] |
Matthews R B, Gilbert N G, Roach A, et al.Agent-based land-use models: A review of applications. Landscape Ecology, 2007, 22(10): 1447-1459.
doi: 10.1007/s10980-007-9135-1 |
[1] | MA Shuang, ZENG Gang, ZHANG Yiou. Technological relatedness, complexity and regional diversity: Evidence from Chinese cities [J]. GEOGRAPHICAL RESEARCH, 2020, 39(4): 865-879. |
[2] | Haimeng LIU, Chuanglin FANG, Hanying MAO, Peiji SHI. Mechanism of oasis urbanization: A theoretical framework based on complexity theory [J]. GEOGRAPHICAL RESEARCH, 2016, 35(2): 242-255. |
[3] | Yu DENG. Self-organization characteristics of urban extension and the planning effect evaluation: A case study of Beijing [J]. GEOGRAPHICAL RESEARCH, 2016, 35(2): 353-362. |
[4] | Yanwei ZHANG, Ying FEI, Quansheng GE. Analysis of living space based on BDI decision:A case study for Dalian Shahekou district [J]. GEOGRAPHICAL RESEARCH, 2016, 35(12): 2227-2237. |
[5] | De ZHOU, Jianchun XU, Li WANG. Land use spatial conflicts and complexity: A case study of the urban agglomeration around Hangzhou Bay, China [J]. GEOGRAPHICAL RESEARCH, 2015, 34(9): 1630-1642. |
[6] | Kang WU, Chuanglin FANG, Miaoxi ZHAO. The spatial organization and structure complexity of Chinese intercity networks [J]. GEOGRAPHICAL RESEARCH, 2015, 34(4): 711-728. |
[7] | He HUANG, Yida FANG, Siquan YANG, Wenbo LI, Xiaotian GUO, Wenze LAI, Hailei WANG. A multi-agent based theoretical model for dynamic flood disaster risk assessment [J]. GEOGRAPHICAL RESEARCH, 2015, 34(10): 1875-1886. |
[8] | Zhangqi ZHONG, Shan LI, Zheng WANG, Dan YAN, Huating LIU. Agent-based simulation of the spatial differentiation of the tourism industry in China [J]. GEOGRAPHICAL RESEARCH, 2014, 33(8): 1427-1441. |
[9] | ZHUO Li, HUANG Xinrui, TAO Haiyan, WANG Fang, XIE Yuhang. High spatial resolution population distribution simulation based on building information and multi-agent [J]. GEOGRAPHICAL RESEARCH, 2014, 33(3): 520-531. |
[10] | XUE Ling, WENG Jin. Non-equilibrium dynamic simulation of spatial evolution of the polycentric structure in metropolitan areas of China [J]. GEOGRAPHICAL RESEARCH, 2013, 32(2): 285-294. |
[11] | ZHU Qian-ting, WU Jing, WANG Zheng. Research on carbon trading market:An agent-based simulation [J]. GEOGRAPHICAL RESEARCH, 2012, 31(9): 1547-1558. |
[12] | GE Ying, LU Feng, WU Ye. Smith's rent gap theory and evolution of gentrification [J]. GEOGRAPHICAL RESEARCH, 2012, 31(9): 1640-1651. |
[13] | FU Li-hua, XIE Bing-geng, LI Xiao-qing, ZHU Dong-guo, HU Xian-hui. The multiagent-based-model method in analyzing the conservation behavior strategies of tourism destination [J]. GEOGRAPHICAL RESEARCH, 2012, 31(3): 555-564. |
[14] | LU Da-dao. The methodology of human-economic geography and its characteristics [J]. GEOGRAPHICAL RESEARCH, 2011, 30(3): 387-396. |
[15] | XUE Ling, LUO Bai-yu, WENG Jin. Dynamic simulation of central place by using agent-based modeling [J]. GEOGRAPHICAL RESEARCH, 2010, 29(9): 1659-1669. |
|