兰州市蔬菜市场的空间分布特征及影响因素研究
收稿日期: 2023-03-08
修回日期: 2023-04-11
网络出版日期: 2024-03-14
基金资助
国家自然科学基金项目(40771054);甘肃省重点研发计划项目(18YF1FA052);高等学校博士学科点专项科研基金联合项目(20106203110002);甘肃科技厅青年科技基金项目(21JR7RA343)
Spatial distribution characteristics and influencing factors of vegetable markets in Lanzhou City
Received date: 2023-03-08
Revised date: 2023-04-11
Online published: 2024-03-14
蔬菜市场是城市地理空间的重要组成部分，其合理布局是落实城市“菜篮子”工程的重要环节。选取兰州市主城区蔬菜市场为研究对象，采用2020年兰州市蔬菜市场POI数据、社会经济数据，借助核密度分析、探索性空间数据分析、两步移动搜索法、地理探测器等方法，从地理学视角利用大数据分析兰州市蔬菜市场的空间分布特征及影响因素。结果表明：（1） 蔬菜市场的空间分布呈“西北—东南”走向特征，综合性大型超市在兰州市主城区的分布较其他类型更加均衡且分散，大中型农贸市场及蔬菜零售店的分布较为集聚。（2） 蔬菜市场在数量规模上呈现出“东密西疏、南密北疏”的分布格局，综合性大型超市呈斑块状分布，大中型农贸市场整体呈岛状分布、多中心格局，蔬菜零售店的空间分布形态呈斑点状分布。（3） 蔬菜市场的空间分布具有较强的聚类趋势。（4） 兰州市蔬菜市场的可达性整体较好，安宁区、西固区的部分街道可达性偏低。（5） 兰州市蔬菜市场空间分布以多因子交互影响为主，主要影响因素有人口因素、交通因素等。最后，指出蔬菜市场空间分布的不合理之处并提出相关建议，以期在加强兰州市蔬菜市场空间合理布局和协调发展等方面提供参考。
陈繁繁 , 白永平 , 梁建设 , 张春悦 , 赵越 , 龚享林 . 兰州市蔬菜市场的空间分布特征及影响因素研究[J]. 干旱区地理, 2024 , 47(2) : 293 -306 . DOI: 10.12118/j.issn.1000－6060.2023.100
A vegetable market is a crucial element of an urban landscape, and its well-planned layout is essential for implementing the “vegetable basket” project. This study focuses on vegetable markets in the main urban area of the Lanzhou City using POI were obtained by AmAP and socioeconomic data in the statistical yearbook from 2020. This study uses various analytical methods such as kernel density analysis, exploratory spatial data analysis, two-step mobile search method, and geographic detector, and others through big data analysis from a geographical perspective to explore the spatial distribution characteristics and factors influencing vegetable markets in Lanzhou City. The findings indicate that vegetable markets in Lanzhou City are mainly distributed in a “northwest to southeast” direction. Meanwhile, comprehensive hypermarkets in the main urban area of the Lanzhou City exhibits a more balanced and dispersed distribution than other market types. By contrast, large- and medium-sized farmers’ markets and vegetable retail stores are more concentrated. Regarding quantity scale, vegetable market shows a distribution pattern of being sparse in the east, west, and north and dense in the south. The distribution of comprehensive large supermarkets is patchy, the overall distribution of large and medium-sized farmers’ markets is island distribution and multi-center pattern, and the spatial distribution of vegetable retail stores is spotty distribution. The spatial distribution of vegetable markets exhibits a strong clustering trend. Although the accessibility of vegetable markets in Lanzhou City is generally good, some streets in the Anning and Xigu Districts have low accessibility. This study identifies multiple factors influencing the spatial distribution of vegetable markets in Lanzhou City, with population and traffic being the main factors. Additionally, the study highlights the unreasonable spatial distribution of vegetable markets and provides relevant suggestions for strengthening the rational spatial distribution and coordinated development of vegetable markets in Lanzhou City.
| [1] | 卢凌霄, 周应恒. 农产品批发市场现状及发展趋向[J]. 商业研究, 2010(2): 10-14. |
| [ Lu Lingxiao, Zhou Yingheng. Present situation and development trend of agricultural wholesale market[J]. Commercial Research, 2010(2): 10-14. ] | |
| [2] | 中华人民共和国国民经济和社会发展第十四个五年规划和2035年远景目标纲要[N]. 人民日报, 2021-03-13(001). |
| [The 14th Five-Year Plan for National Economic and Social Development of the People’s Republic of China and the outline of the long-range goals for 2035[N]. People’s Daily Online, 2021-03-13(001). ] | |
| [3] | 中共兰州市委关于制定兰州市国民经济和社会发展第十四个五年规划和二〇三五年远景目标纲要[N]. 兰州日报, 2021-01-11(001). |
| [Lanzhou Municipal Committee of the Communist Party of China Concerning the Formulation of the 14thFive-Year Plan for the National Economic and Social Development of Lanzhou City and the outline of the long-range goals for 2035[N]. Lanzhou Daily, 2021-01-11(001). ] | |
| [4] | 刘天祥. 农产品批发市场流通效率及其提升的再思考——基于新兴古典经济学的视角[J]. 商学研究, 2018, 25(6): 32-37. |
| [ Liu Tianxiang. The re-reflection about the circulation efficiency of the wholesale market of agricultural products and its improvement[J]. Commercial Science Research, 2018, 25(6): 32-37. ] | |
| [5] | 罗国良. 农产品流通市场空间集聚水平与流通效率——基于农产品价格视角[J]. 商业经济研究, 2021(13): 39-43. |
| [ Luo Guoliang. Spatial agglomeration level and circulation efficiency of agricultural products circulation market: Based on the perspective of agricultural product price[J]. Journal of Commercial Economics, 2021(13): 39-43. ] | |
| [6] | Guo Y. Price discovery function of agricultural futures market in China: Based on VECM-PT-IS and DCC-MGARCH-t models[J]. Economic Management Journal, 2018, 7(2): 94-106. |
| [7] | 杨洁辉, 王笑, 程秀娟. 要素配置视角下农产品供应链组织模式选择[J]. 商业经济研究, 2022, 41(6): 148-151. |
| [ Yang Jiehui, Wang Xiao, Cheng Xiujuan. Selection of organizational model of agricultural supply chain from the perspective of factor allocation[J]. Journal of Commercial Economics, 2022, 41(6): 148-151. ] | |
| [8] | 纪良纲, 刘东英, 郭娜. 农产品供应链整合的困境与突破[J]. 北京工商大学学报(社会科学版), 2015, 30(1): 16-22. |
| [ Ji Lianggang, Liu Dongying, Guo Na. Difficulty and breakthrough of agricultural supply chain integration[J]. Journal of Beijing Technology and Business University (Social Sciences Edition), 2015, 30(1): 16-22. ] | |
| [9] | 张祥. 基于AHP结合MOP的农贸市场选址研究——以彭州市为例[D]. 成都: 成都理工大学, 2016. |
| [ Zhang Xiang. Research on the location of wet market based on analytic hierarchy process and multi-objective programming: Taking Pengzhou City as an example[D]. Chengdu: Chengdu University of Technology, 2016. ] | |
| [10] | 王一飞. 西安市农副产品市场建设规划与发展战略的研究[D]. 西安: 西安建筑科技大学, 2010. |
| [ Wang Yifei. Research on the construction planning and development strategy of Xi’an farming by-product market[D]. Xi’an: Xi’an University of Architecture and Technology, 2010. ] | |
| [11] | 钟骅. 上海菜场布局规划思考与探索[J]. 上海城市规划, 2012(3): 92-97. |
| [ Zhong Hua. Thinking and practice of food market distribution planning in Shanghai[J]. Shanghai Urban Planning Review, 2012(3): 92-97. ] | |
| [12] | 刘伟. 农产品物流配送中心选址问题研究[D]. 武汉: 武汉理工大学, 2010. |
| [ Liu Wei. Studies on location issues of agricultural products logistics distribution center[D]. Wuhan: Wuhan University of Technology, 2010. ] | |
| [13] | 胡双婧. 当代北京旧城菜市场空间研究[D]. 北京: 清华大学, 2014. |
| [ Hu Shuangjing. Research on public markets in contemporary Beijing old city[D]. Beijing: Tsinghua University, 2014. ] | |
| [14] | Tomek W, Peterson H. Risk management in agricultural markets: A review[J]. Journal of Futures Market, 2001, 21(10): 953-985. |
| [15] | Dawe D, Timmer C P. Why stable food prices are a good thing: Lessons from stabilizing rice prices in Asia[J]. Global Food Security, 2012, 1(2): 127-133. |
| [16] | 曾寅初. 我国农产品批发市场智慧化升级——新冠疫情警示下的再思考[J]. 商业经济研究, 2020(23): 5-8. |
| [ Zeng Yinchu. The implication of COVID-19 for intelligent upgrading of agricultural product wholesale markets in China[J]. Journal of Commercial Economics, 2020(23): 5-8. ] | |
| [17] | 依绍华, 聂新伟. 我国农产品批发市场区域分布状况分析及其改进——基于人口密度视角[J]. 商业经济与管理, 2016(11): 17-24. |
| [ Yi Shaohua, Nie Xinwei. An analysis and improvement of the regional distribution of agricultural product wholesale markets in China: From the perspective of population density[J]. Journal of Business Economics, 2016(11): 17-24. ] | |
| [18] | 丁建军, 王淀坤, 刘贤. 长三角地区专精特新“小巨人”企业空间分布及影响因素研究[J]. 地理研究, 2023, 42(4): 1009-1028. |
| [ Ding Jianjun, Wang Diankun, Liu Xian. Spatial distribution and influencing factors of specialized and sophisticated “Little Giants” enterprises in the Yangtze River Delta[J]. Geographical Research, 2023, 42(4): 1009-1028. ] | |
| [19] | Wang K, Yuan Y, Chen M, et al. A POIs based method for determining spatial distribution of urban fire risk[J]. Process Safety and Environmental Protection, 2021, 154: 447-457. |
| [20] | Okabe A, Okunuki K I. A computational method for estimating the demand of retail stores on a street network and its implementation in GIS[J]. Transactions in GIS, 2001, 5(3): 209-220. |
| [21] | 李江苏, 梁燕, 王晓蕊. 基于POI数据的郑东新区服务业空间聚类研究[J]. 地理研究, 2018, 37(1): 145-157. |
| [ Li Jiangsu, Liang Yan, Wang Xiaorui. Spatial clustering analysis of service industries in Zhengdong New District based on POI data[J]. Geographical Research, 2018, 37(1): 145-157. ] | |
| [22] | 张珣, 钟耳顺, 张小虎, 等. 2004—2008年北京城区商业网点空间分布与集聚特征[J]. 地理科学进展, 2013, 32(8): 1207-1215. |
| [ Zhang Xun, Zhong Ershun, Zhang Xiaohu, et al. Spatial distribution and clustering of commercial network in Beijing during 2004—2008[J]. Progress in Geography, 2013, 32(8): 1207-1215. ] | |
| [23] | 李阳, 陈晓红. 哈尔滨市商业中心时空演变与空间集聚特征研究[J]. 地理研究, 2017, 36(7): 1377-1385. |
| [ Li Yang, Chen Xiaohong. Spatio-temporal evolution and spatial agglomeration of Harbin commercial center[J]. Geographical Research, 2017, 36(7): 1377-1385. ] | |
| [24] | 王雪, 白永平, 汪凡, 等. 基于街道尺度的西安市零售业空间分布特征及其影响因素[J]. 干旱区资源与环境, 2019, 33(2): 89-95. |
| [ Wang Xue, Bai Yongping, Wang Fan, et al. Spatial distribution of retailing and the influence factors in Xi’an City based on the street scale[J]. Journal of Arid Land Resources and Environment, 2019, 33(2): 89-95. ] | |
| [25] | 秦萧, 甄峰, 朱寿佳, 等. 基于网络口碑度的南京城区餐饮业空间分布格局研究——以大众点评网为例[J]. 地理科学, 2014, 34(7): 810-817. |
| [ Qin Xiao, Zhen Feng, Zhu Shoujia, et al. Spatial pattern of catering industry in Nanjing urban area based on the degree of public praise from Internet: A case study of Dianping.com[J]. Scientia Geographica Sinica, 2014, 34(7): 810-817. ] | |
| [26] | 于伟, 郭敏, 宋金平. 北京市新型零售业空间特征与趋势研究[J]. 经济地理, 2012, 32(5): 49-53, 98. |
| [ Yu Wei, Guo Min, Song Jinping. Spatial patterns and trends of supermarkets in Beijing[J]. Economic Geography, 2012, 32(5): 49-53, 98. ] | |
| [27] | 陈蔚珊, 柳林, 梁育填. 广州轨道交通枢纽零售业的特征聚类及时空演变[J]. 地理学报, 2015, 70(6): 879-892. |
| [ Chen Weishan, Liu Lin, Liang Yutian. Characterizing the spatio-temporal evolution of retail business at transfer hubs of Guangzhou Metro[J]. Acta Geographica Sinica, 2015, 70(6): 879-892. ] | |
| [28] | 丁愫, 陈报章. 城市医疗设施空间分布合理性评估[J]. 地球信息科学学报, 2017, 19(2): 185-196. |
| [ Ding Su, Chen Baozhang. Rationality assessment of the spatial distributions of urban medical facility[J]. Journal of Geo-information Science, 2017, 19(2): 185-196. ] | |
| [29] | 马志飞, 尹上岗, 乔文怡, 等. 中国医疗卫生资源供给水平的空间均衡状态及其时间演变[J]. 地理科学, 2018, 38(6): 869-876. |
| [ Ma Zhifei, Yin Shanggang, Qiao Wenyi, et al. Spatial equilibrium state and its time evolution of medical health resource supply level in China[J]. Scientia Geographica Sinica, 2018, 38(6): 869-876. ] | |
| [30] | 王雪, 白永平, 汪凡, 等. 基于街道尺度的西安市基础教育资源空间分布特征研究[J]. 干旱区地理, 2019, 42(6): 1470-1477. |
| [ Wang Xue, Bai Yongping, Wang Fan, et al. Characteristics of spatial distribution of basic education resources in Xi’an City on street scale[J]. Arid Land Geography, 2019, 42(6): 1470-1477. ] | |
| [31] | 汪凡, 白永平, 周亮, 等. 中国基础教育公共服务均等化空间格局及其影响因素[J]. 地理研究, 2019, 38(2): 285-296. |
| [ Wang Fan, Bai Yongping, Zhou Liang, et al. Spatial pattern and influencing factors of the equalization of basic education public service in China[J]. Geographical Research, 2019, 38(2): 285-296. ] | |
| [32] | Ferrari L, Rosi A, Mamei M, et al. Extracting urban patterns from location-based social networks[C]// Jensen C. Proceedings of the 3rd ACM SIGSPATIAL international workshop on location-based social networks. New York: ACM, 2011: 9-16. |
| [33] | 雒占福, 高旭, 张永锋, 等. 基于POI的城市影子教育机构空间格局及其影响因素——以兰州市主城区为例[J]. 人文地理, 2020, 35(6): 95-105. |
| [ Luo Zhanfu, Gao Xu, Zhang Yongfeng, et al. Research on the spatial pattern and influencing factors of urban shadow education institutions based on POI data: A case of Lanzhou[J]. Human Geography, 2020, 35(6): 95-105. ] | |
| [34] | 施响, 王士君, 浩飞龙, 等. 基于实体店比较的长春市外卖O2O餐饮业空间特征及成因[J]. 人文地理, 2019, 34(2): 80-89. |
| [ Shi Xiang, Wang Shijun, Hao Feilong, et al. The spatial distribution and formation of takeaway O2O catering industry based on entity restaurants comparison in Changchun[J]. Human Geography, 2019, 34(2): 80-89. ] | |
| [35] | 张爱霞, 马斌斌, 卢家旺, 等. 基于POI数据挖掘的兰州市休闲旅游空间格局及其驱动机制研究[J]. 干旱区资源与环境, 2022, 36(11): 200-208. |
| [ Zhang Aixia, Ma Binbin, Lu Jiawang, et al. Spatial pattern and driving mechanism of leisure tourism in Lanzhou[J]. Journal of Arid Land Resources and Environment, 2022, 36(11): 200-208. ] | |
| [36] | 赵学伟, 张志斌, 冯斌, 等. 西北内陆中心城市物流企业空间分异及区位选择——以兰州市为例[J]. 干旱区地理, 2022, 45(5): 1671-1683. |
| [ Zhao Xuewei, Zhang Zhibin, Feng Bin, et al. Spatial differentiation and location choice of logistics enterprises in the central cities of inland northwest China: A case of Lanzhou City[J]. Arid Land Geography, 2022, 45(5): 1671-1683. ] | |
| [37] | 张志斌, 公维民, 张怀林, 等. 兰州市生产性服务业的空间集聚及其影响因素[J]. 经济地理, 2019, 39(9): 112-121. |
| [ Zhang Zhibin, Gong Weimin, Zhang Huailin, et al. The spatial agglomeration characteristics and its influencing factors of producer services in Lanzhou[J]. Economic Geography, 2019, 39(9): 112-121. ] | |
| [38] | 杨永春. 论典型河谷盆地型城市兰州的发展模式[J]. 人文地理, 2000, 15(1): 10-14, 19. |
| [ Yang Yongchun. The research on the developing model of Lanzhou: A typical valley basincity in the northwest China[J]. Human Geography, 2000, 15(1): 10-14, 19. ] | |
| [39] | 薛冰, 肖骁, 李京忠, 等. 基于POI大数据的城市零售业空间热点分析——以辽宁省沈阳市为例[J]. 经济地理, 2018, 38(5): 36-43. |
| [ Xue Bing, Xiao Xiao, Li Jingzhong, et al. POI-based analysis on retail’s spatial hot blocks at a city level: A case study of Shenyang, China[J]. Economic Geography, 2018, 38(5): 36-43. ] | |
| [40] | 王茂军, 张学霞, 吴骏毅, 等. 社区尺度认知地图扭曲的空间分析——基于首师大和北林大的个案研究[J]. 人文地理, 2009, 24(3): 54-60. |
| [ Wang Maojun, Zhang Xuexia, Wu Junyi, et al. The spatial analysis of cognitive map distortion in the scale of neighborhood: A case study of CNU and BFU[J]. Human Geography, 2009, 24(3): 54-60. ] | |
| [41] | 浩飞龙, 王士君, 冯章献, 等. 基于POI数据的长春市商业空间格局及行业分布[J]. 地理研究, 2018, 37(2): 366-378. |
| [ Hao Feilong, Wang Shijun, Feng Zhangxian, et al. Spatial pattern and its industrial distribution of commercial space in Changchun based on POI data[J]. Geographical Research, 2018, 37(2): 366-378. ] | |
| [42] | 马卫, 白永平, 张雍华, 等. 2002—2011年中国新型城市化空间格局与收敛性分析[J]. 经济地理, 2015, 35(2): 62-70. |
| [ Ma Wei, Bai Yongping, Zhang Yonghua, et al. Spatial pattern and convergence of new urbanization in China: 2002—2011[J]. Economic Geography, 2015, 35(2): 62-70. ] | |
| [43] | 钟少颖, 杨鑫, 陈锐. 层级性公共服务设施空间可达性研究——以北京市综合性医疗设施为例[J]. 地理研究, 2016, 35(4): 731-744. |
| [ Zhong Shaoying, Yang Xin, Chen Rui. The accessibility measurement of hierarchy public service facilities based on multimode network dataset and the two-step 2SFCA: A case study of Beijing’s medical facilities[J]. Geographical Research, 2016, 35(4): 731-744. ] | |
| [44] | 任家怿, 王云. 基于改进两步移动搜索法的上海市黄浦区公园绿地空间可达性分析[J]. 地理科学进展, 2021, 40(5): 774-783. |
| [ Ren Jiayi, Wang Yun. Spatial accessibility of park green space in Huangpu District of Shanghai based on modified two-step floating catchment area method[J]. Progress in Geography, 2021, 40(5): 774-783. ] | |
| [45] | 王劲峰, 徐成东. 地理探测器: 原理与展望[J]. 地理学报, 2017, 72(1): 116-134. |
| [ Wang Jinfeng, Xu Chengdong. Geodetector: Principle and prospective[J]. Acta Geographica Sinica, 2017, 72(1): 116-134. ] | |
| [46] | Wang J, Li X, Christakos G, et al. Geographical detectors-based health risk assessment and its application in the neural tube defects study of the Heshun Region, China[J]. International Journal of Geographical Information Science, 2010, 24(1-2): 107-127. |
| [47] | Wang J F, Hu Y. Environmental health risk detection with GeogDetector[J]. Environmental Modelling & Software, 2012, 20: 114-115. |
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