Acta Geographica Sinica ›› 2020, Vol. 75 ›› Issue (9): 1983-1995.doi: 10.11821/dlxb202009012
• Land Use and Resources Development • Previous Articles Next Articles
YANG Weishi1(), DAI Erfu2(
), ZHENG Du3,4, DONG Yuxiang1, YIN Le3,4, MA Liang2,4, WANG Junxiong5, PAN Lihu6, QIN Shipeng6
Received:
2019-01-21
Revised:
2020-04-24
Online:
2020-09-25
Published:
2020-11-25
Contact:
DAI Erfu
E-mail:43106363@qq.com;daief@igsnrr.ac.cn
Supported by:
YANG Weishi, DAI Erfu, ZHENG Du, DONG Yuxiang, YIN Le, MA Liang, WANG Junxiong, PAN Lihu, QIN Shipeng. Spatial simulation of "Grain to Green Program" implementation in a typical region based on agent-based model[J].Acta Geographica Sinica, 2020, 75(9): 1983-1995.
Add to citation manager EndNote|Reference Manager|ProCite|BibTeX|RefWorks
Tab. 1
Spatial simulated data list for the regional spatial simulation of "Grain to Green Program"
数据类别 | 数据项 | 数据来源 |
---|---|---|
主体属性数据 | 农户家庭规模比例 | 人口普查数据、实地调研 |
年龄结构 | ||
生育率(分年龄段) | ||
死率亡(分年龄段) | ||
农业人口总量 | ||
打工收入(分年龄段) | ||
耕地收入数据 | 同海拔最高肥力耕地最大年收入( | 实地调研 |
耕地坡度系数(αSD) | ||
耕地肥力等级系数(αSQ) | ||
耕地年交通费用(CostTra) | ||
单位耕地最低需求劳动力(LaborMin) | ||
地理环境数据 | 海拔 | 中国科学院资源环境科学数据中心、遥感影像处理、部门调研等 |
坡度等级 | ||
土壤肥力等级 | ||
土地利用类型 | ||
离公路网距离 | ||
离城市中心距离 | ||
行政区划 | ||
退耕数据 | 退耕还林工程面积指标 | 部门调研 |
[1] |
Foley J A, Defries R, Asner G P, et al. Global consequences of land use. Science, 2005,309(5734):570-574.
doi: 10.1126/science.1111772 pmid: 16040698 |
[2] | Rounsevell M, Arneth A, Brown D, et al. Incorporating human behaviour and decision making processes in land use and climate system models. The Global Land Report, 2013(7):1-25. |
[3] | United Nations. Transforming Our World: The 2030 Agenda for Sustainable Development. New York: United Nations, 2014: 1-41. |
[4] |
Dai Erfu, Ma Liang. Review on land change modeling approaches. Progress in Geography, 2018,37(1):152-162.
doi: 10.18306/dlkxjz.2018.01.016 |
[ 戴尔阜, 马良. 土地变化模型方法综述. 地理科学进展, 2018,37(1):152-162.] | |
[5] | Li Shaoying, Liu Xiaoping, Li Xia, et al. Simulation model of land use dynamics and application: Progress and prospects. Journal of Remote Sensing, 2017,21(3):329-340. |
[ 李少英, 刘小平, 黎夏, 等. 土地利用变化模拟模型及应用研究进展. 遥感学报, 2017,21(3):329-340.] | |
[6] |
Verburg P H, Soepboer W, Limpiada R, et al. Modeling the spatial dynamics of regional land use: The CLUE-S model. Environmental Management, 2002,30(3):391-405.
pmid: 12148073 |
[7] | Xue Ling, Yang Kaizhong. Sciences of complexity and studies of evolutional simulation of regional spatial structure. Geographical Research, 2002,21(1):79-88. |
[ 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.] | |
[8] | Zhai Ruixue, Dai Erfu. Research on the complexity of man-land system based onagent-based models. Geographical Research, 2017,36(10):1925-1935. |
[ 翟瑞雪, 戴尔阜. 基于主体模型的人地系统复杂性研究. 地理研究, 2017,36(10):1925-1935.] | |
[9] | 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. |
[10] |
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 |
[11] | Liu J, Li S, Ouyang Z, et al. Ecological and socioeconomic effects of China's policies for ecosystem services. Proceedings of the National Academy of Sciences of USA, 2008,105(28):9477-9482. |
[12] |
Long H. Land use policy in China: Introduction. Land Use Policy, 2014,40:1-5.
doi: 10.1016/j.landusepol.2014.03.006 |
[13] |
Liu Bojie, Zhang Lu, Lu Fei, et al. Greenhouse gas emissions and net carbon sequestration of "Grain for Green" Program in China. Chinese Journal of Applied Ecology, 2016,27(6):1693-1707.
doi: 10.13287/j.1001-9332.201606.004 pmid: 29737675 |
[ 刘博杰, 张路, 逯非, 等. 中国退耕还林工程温室气体排放与净固碳量. 应用生态学报, 2016,27(6):1693-1707.]
pmid: 29737675 |
|
[14] | State Forestry Administration. Grain to Green Project Ecological Benefits Monitoring National Reports (2014). Beijing: China Forestry Publishing House, 2015: 15-43. |
[ 国家林业局. 退耕还林工程生态效益监测国家报告(2014). 北京: 中国林业出版社, 2015: 15-43.] | |
[15] |
Chen X, Lupi F, An L, et al. Agent-based modeling of the effects of social norms on enrollment in payments for ecosystem services. Ecological Modelling, 2012,229:16-24.
doi: 10.1016/j.ecolmodel.2011.06.007 pmid: 22389548 |
[16] | Sun Z, Müller D. A framework for modeling payments for ecosystem services with agent-based models, Bayesian belief networks and opinion dynamics models. Environmental Modelling & Software, 2013,45:15-28. |
[17] | Schulze J, Müller B, Groeneveld J, et al. Agent-based modelling of social-ecological systems: A chievements, challenges, and a way forward. Journal of Artificial Societies and Social Simulation, 2017,20(2):8. Doi: 10.18564/jasss.3423 |
[18] | Polhill J G, Paker D, Brown D, et al. Using the ODD protocol for describing three agent-based social simulation models of land-use change. Journal of Artificial Societies and Social Simulation, 2008,11(2):28. Doi: 10.1016/j.ijintrel.2008.02.001. |
[19] | 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. |
[ 余强毅, 吴文斌, 唐华俊, 等. 复杂系统理论与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.] | |
[20] | Polhill J G, Sutherland L A, Gotts N M. Using qualitative evidence to enhance an agent-based modelling system for studying land use change. Journal of Artificial Societies and Social Simulation, 2010,13(2):10. Doi: 10.18564/jasss.1563. |
[21] | Cioffi-Revilla C, Gotts N. Comparative analysis of agent-based social simulations: GeoSim and FEARLUS models. Journal of Artificial Societies and Social Simulation, 2003,6(4):3-6. |
[22] | Verburg P H, Alexander P, Evans T, et al. Beyond land cover change: Towards a new generation of land use models. Current Opinion in Environmental Sustainability, 2019,38:77-85. |
[23] | North M J, Collier N T, Vos J R. Experiences creating three implementations of the repast agent modeling toolkit. Acm Transactions on Modeling and Computer Simulation, 2006,16(1):1-25. |
[24] |
Fan Jie. Draft of major function oriented zoning of China. Acta Geographica Sinica, 2015,70(2):186-201.
doi: 10.11821/dlxb201502002 |
[ 樊杰. 中国主体功能区划方案. 地理学报, 2015,70(2):186-201.] | |
[25] | Jia Songwei, Wei Fangqiang, Cui Peng. Analysis of land use change and its changing trend in Xiaojiang Basin. Journal of Soil and Water Conservation, 2006,20(5):154-157. |
[ 贾松伟, 韦方强, 崔鹏. 小江流域土地利用变化及其趋势分析. 水土保持学报, 2006,20(5):154-157.] | |
[26] | Lan Hengxing, Wu Faquan, Zhou Chenghu, et al. Analysis on susceptibility of GIS based landslide. Chinese Journal of Rock Mechanics and Engineering, 2002,21(10):1500-1506. |
[ 兰恒星, 伍法权, 周成虎, 等. 基于GIS的云南小江流域滑坡因子敏感性分析. 岩石力学与工程学报, 2002,21(10):1500-1506.] | |
[27] | Chen Xunqian. Preliminary analysis of the genesis of debris flow in the waterhes of Xiaojiang River in Yunnan Province. Soil and Water Consevation in China, 1987(4):12-65. |
[ 陈循谦. 云南小江流域泥石流成因初步分析. 中国水土保持, 1987(4):12-65.] | |
[28] | Chen Xunqian. Debris-flow damges along Xiaojiang River in Yunnan. Journal of Catastrophology, 1990,5(2):53-57. |
[ 陈循谦. 云南小江流域的泥石流灾害. 灾害学, 1990,5(2):53-57.] | |
[29] | Laatabi A, Marilleau N, Nguyen-Huu T, et al. ODD+2D: An ODD based protocol for mapping data to empirical ABMs. Journal of Artificial Societies and Social Simulation, 2018,21(2):1-9. |
[1] | ZHANG Yongqiang, KONG Dongdong, ZHANG Xuanze, TIAN Jing, LI Congcong. Impacts of vegetation changes on global evapotranspiration in the period 2003-2017 [J]. Acta Geographica Sinica, 2021, 76(3): 584-594. |
[2] | LONG Hualou, CHEN Kunqiu. Urban-rural integrated development and land use transitions: A perspective of land system science [J]. Acta Geographica Sinica, 2021, 76(2): 295-309. |
[3] | PENG Shiyao, CHEN Shaokuan, XU Qi, NIU Jiaqi. Spatial characteristics of land use based on POI and urban rail transit passenger flow [J]. Acta Geographica Sinica, 2021, 76(2): 459-470. |
[4] | LIAO Liuwen, GAO Xiaolu, LONG Hualou, TANG Lisha, CHEN Kunqiu, MA Enpu. A comparative study of farmland use morphology in plain and mountainous areas based on farmers' land use efficiency [J]. Acta Geographica Sinica, 2021, 76(2): 471-486. |
[5] | HUO Renlong, YANG Yuda, MAN Zhimin. Gridded reconstruction of spatiotemporal evolution of cropland in the Zhangjiu River Basin in Yunnan Province from 1700 to 1978 [J]. Acta Geographica Sinica, 2020, 75(9): 1966-1982. |
[6] | QU Shijin, HU Shougeng, LI Quanfeng. Stages and spatial patterns of urban built-up land transition in China [J]. Acta Geographica Sinica, 2020, 75(7): 1539-1553. |
[7] | SONG Xiaoqing, SHEN Yajing, WANG Xiong, LI Xinyi. Vulnerability to biological disasters: A novel field of cultivated land use transition research [J]. Acta Geographica Sinica, 2020, 75(11): 2362-2379. |
[8] | SUN Yizhong, YANG Jing, SONG Shuying, ZHU Jie, DAI Junjie. Modeling of multilevel vector cellular automata and its simulation of land use change [J]. Acta Geographica Sinica, 2020, 75(10): 2164-2179. |
[9] | JU Hongrun, ZUO Lijun, ZHANG Zengxiang, ZHAO Xiaoli, WANG Xiao, WEN Qingke, LIU Fang, XU Jinyong, LIU Bin, YI Ling, HU Shunguang, SUN Feifei, TANG Zhanzhong. Methods research on describing the spatial pattern of land use types in China [J]. Acta Geographica Sinica, 2020, 75(1): 143-159. |
[10] | LU Lu, DAI Erfu, CHENG Qianding, WU Zhenzhen. The sources and fate of nitrogen in groundwater under different land use types: Stable isotope combined with a hydrochemical approach [J]. Acta Geographica Sinica, 2019, 74(9): 1878-1889. |
[11] | YANG Qingqing,LIU Qian,YIN Sha,ZHANG Jian,YANG Xinjun,GAO Yanhui. Vulnerability and influencing factors of rural transportation environment in Qinling-Daba mountainous areas: A case study of Luonan county in Shaanxi province [J]. Acta Geographica Sinica, 2019, 74(6): 1236-1251. |
[12] | SU Weizhong,RU Jingjing,YANG Guishan. Modelling stormwater management based on infiltration capacity of land use in the watershed scale [J]. Acta Geographica Sinica, 2019, 74(5): 948-961. |
[13] | ZHAO Pengjun,LYU Di. Characteristics of land use structure in small towns of China:Empirical evidences from 121 townships [J]. Acta Geographica Sinica, 2019, 74(5): 1011-1024. |
[14] | SONG Xiaoqing,LI Xinyi. Theoretical explanation and case study of regional cultivated land use function transition [J]. Acta Geographica Sinica, 2019, 74(5): 992-1010. |
[15] | Enpu MA, Jianming CAI, Jing LIN, Yan HAN, Liuwen LIAO, Wei HAN. Explanation of land use/cover change from the perspective of tele-coupling [J]. Acta Geographica Sinica, 2019, 74(3): 421-431. |