地理学报 ›› 2022, Vol. 77 ›› Issue (10): 2599-2615.doi: 10.11821/dlxb202210012
收稿日期:
2021-05-14
修回日期:
2022-08-08
出版日期:
2022-10-25
发布日期:
2022-12-09
通讯作者:
林耿(1972-), 男, 广东潮州人, 博士, 教授, 研究方向为乡村地理、消费地理。E-mail: lingeng00@163.com作者简介:
王念(1993-), 女, 安徽淮南人, 博士生, 研究方向为乡村地理。E-mail: wangn76@mail2.sysu.edu.cn
基金资助:
WANG Nian1(), CHENG Changxiu2,3, LIN Geng1,4(
)
Received:
2021-05-14
Revised:
2022-08-08
Published:
2022-10-25
Online:
2022-12-09
Supported by:
摘要:
利用可比净出口指数、贸易集中度指数、Hilbert曲线、时空多元模式可视化、岭回归等方法,对1992—2020年中国农产品贸易结构演化进行分析,并解释其与粮食安全的关系。结论认为:① 1992—2020年中国农产品贸易总体格局发生了转变,表现为对国际进口的依赖显著增强,猪肉、牛肉、玉米、高粱、油菜籽等众多农产品由出口转变为进口状态。快速增长的进口直接增加了国内食物的供应,提升了粮食安全水平。② 农产品进口呈现产品结构和空间结构双集中的叠加效应,这种效应使得重点农产品进口极易受美国、澳大利亚等少数国家贸易政策变化的不利影响;在出口方面,农产品集中度较小,随着与“一带一路”等地区国家贸易的发展,地理集中度也显著降低。较低的集中度有利于稳定出口的经济效益,保障出口部门农业生产的稳定性。③ 中国农业生产出现部分进口产品生产规模压缩的趋势,加上高度集中的进口结构,将使得国内农业生产与粮食安全保障在面对外部冲击时更加脆弱。建议在坚持贸易开放的同时,优化农产品的生产和贸易结构,引导形成合理的农业种植格局。
王念, 程昌秀, 林耿. 中国农产品贸易结构演化及对粮食安全的影响[J]. 地理学报, 2022, 77(10): 2599-2615.
WANG Nian, CHENG Changxiu, LIN Geng. Evolving agricultural trade structure and its impact on food security in China[J]. Acta Geographica Sinica, 2022, 77(10): 2599-2615.
表1
本文的农产品范围
章 | 商品编码 | 章 | 商品编码 | 章 | 商品编码 | 章 | 商品编码 |
---|---|---|---|---|---|---|---|
1 | 0101~0106 | 7 | 0701~0714 | 12 | 1201~1202, 1204~1212 | 19 | 1901~1905 |
2 | 0201~0210 | 8 | 0801~0814 | 15 | 1501~1502, 1504, 1506~1517 | 20 | 2001~2009 |
3 | 0301~0307 | 9 | 0901~0904, 0906~0910 | 16 | 1601~1605 | 21 | 2101~2106 |
4 | 0401~0410 | 10 | 1001, 1003~1008 | 17 | 1701~1704 | 22 | 2201~2209 |
5 | 0504 | 11 | 1101~1109 | 18 | 1801, 1803~1806 | 24 | 2401~2403 |
表2
数据及来源
数据名称 | 数据来源 |
---|---|
农产品年进/出口额 | UN Comtrade Database ( |
农产品年进/出口量 | UN Comtrade Database ( |
人均每日膳食能量供应 | FAOSTAT ( |
中国实际GDP年增长率 | PWT10.0 ( |
居民消费水平指数 | 国家统计局 ( |
消费者价格通胀率 | WDI ( |
人均农作物产量 | FAOSTAT ( |
谷物单产 | FAOSTAT ( |
人均猪肉消费量 | 《中国统计年鉴》,1993—2020年 |
人口数 | 《中国统计年鉴》,1993—2020年 |
年出栏生猪50头以下的场(户)数 | 《中国畜牧兽医年鉴》,2008—2020年 |
农作物播种面积 | 国家统计局 ( |
表3
平稳性检验结果
变量 | ADF值 | 检验类别 | 1%临界值 | 5%临界值 | P值 | 变量 | ADF值 | 检验类别 | 1%临界值 | P值 |
---|---|---|---|---|---|---|---|---|---|---|
LNY | -4.3792 | C, T, 3 | -4.3561 | -3.5950 | 0.0095 | DLNY | -4.6003 | C, 0, 0 | -3.7241 | 0.0013 |
LNX1 | -4.6902 | C, T, 2 | -4.3743 | -3.6032 | 0.0050 | DLNX1 | -6.7601 | C, T, 0 | -4.3943 | 0.0001 |
LNX2 | -2.0096 | C, 0, 2 | -3.7115 | -2.9810 | 0.2811 | DLNX2 | -5.3929 | C, 0, 0 | -3.7241 | 0.0002 |
LNX3 | -5.3789 | C, T, 2 | -4.3561 | -3.5950 | 0.0010 | DLNX3 | -5.3039 | C, 0, 3 | -3.7379 | 0.0003 |
LNX4 | -2.9468 | C, 0, 2 | -3.7115 | -2.9810 | 0.0536 | DLNX4 | -5.6757 | C, 0, 3 | -3.7241 | 0.0001 |
LNX5 | -2.3687 | C, T, 2 | -4.4679 | -3.6450 | 0.3833 | DLNX5 | -3.7369 | 0, 0, 0 | -2.6607 | 0.0006 |
LNX6 | -2.5537 | C, 0, 2 | -3.7115 | -2.9810 | 0.1152 | DLNX6 | -4.9756 | C, 0, 5 | -3.7379 | 0.0006 |
LNX7 | -1.5690 | C, T, 2 | -4.3561 | -3.5950 | 0.7775 | DLNX7 | -5.4007 | C, 0, 0 | -3.7241 | 0.0002 |
LNX8 | -2.3496 | C, 0, 3 | -3.7115 | -2.9810 | 0.1651 | DLNX8 | -5.1150 | C, 0, 0 | -3.7241 | 0.0004 |
LNX9 | -3.7336 | C, T, 4 | -4.4407 | -3.63289 | 0.0412 | DLNX9 | -6.6975 | C, T, 0 | -4.3743 | 0.0001 |
LNX10 | -3.0024 | C, T, 0 | -4.3561 | -3.5950 | 0.1505 | DLNX10 | -6.5163 | C, T, 3 | -4.3743 | 0.0001 |
表5
重点农产品识别结果
重点进口农产品 | 重点出口农产品 | ||||||
---|---|---|---|---|---|---|---|
商品名称 | NTB均值 | 年均进口量(t) | 虚拟耕地年均进口量(hm2) | 商品名称 | NTB均值 | 年均出口量(t) | |
大豆 | -0.7401 | 37672488 | 20118772 | 葱属蔬菜 | 0.9985 | 1579111 | |
豆油 | -0.8565 | 1192725 | 1854432 | 梨和苹果 | 0.8695 | 942642 | |
棕榈油 | -0.9908 | 3826729 | 1526204 | 鱼肉 | 0.9256 | 608082 | |
油菜籽 | -0.7916 | 1778739 | 1004452 | 柑橘类水果 | 0.6065 | 529035 | |
小麦 | -0.7014 | 3530148 | 825017 | 萝卜 | 0.9970 | 373055 | |
大麦 | -0.9892 | 3045862 | 806210 | 甘蓝类蔬菜 | 0.9938 | 299709 | |
猪肉 | -0.0755 | 509081 | 441552 | 花生 | 0.7426 | 274000 | |
菜子油 | -0.8997 | 573530 | 523656 | 姜 | 0.9357 | 265043 | |
糖 | -0.6215 | 2535251 | 329685 | 茶 | 0.9382 | 255573 | |
高粱 | 0.1661 | 1436901 | 270841 | 马铃薯 | 0.9656 | 215228 | |
玉米 | 0.0910 | 1695986 | 244663 |
表6
岭回归估计结果
变量 | 系数 | 标准误差 | 标准化系数 | t统计值 | p值 |
---|---|---|---|---|---|
贸易总量结构 | 0.020 | 0.020 | 0.156 | 2.162 | 0.046* |
进口产品集中度 | -0.009 | -0.009 | -0.021 | -0.449 | 0.659 |
出口产品集中度 | -0.171 | -0.171 | -0.127 | -3.179 | 0.006** |
进口地理集中度 | -0.024 | -0.024 | -0.021 | -0.530 | 0.604 |
出口地理集中度 | -0.010 | -0.010 | -0.030 | -0.439 | 0.667 |
实际GDP年增长率 | 0.087 | 0.087 | 0.041 | 1.424 | 0.174 |
居民消费水平指数 | 0.037 | 0.037 | 0.315 | 3.757 | 0.002** |
消费者价格通胀率 | -0.004 | -0.004 | -0.043 | -1.496 | 0.154 |
人均农作物产量 | 0.207 | 0.207 | 0.430 | 5.555 | 0.000** |
谷物单产 | 0.000 | 0.000 | 0.001 | 0.006 | 0.995 |
[1] |
Clapp J. Food security and food sovereignty: Getting past the binary. Dialogues in Human Geography, 2014, 4(2): 206-211.
doi: 10.1177/2043820614537159 |
[2] |
Chen Yangfen, Wang Jieyong. China's food security situation and strategy under the background of opening-up. Journal of Natural Resources, 2021, 36(6): 1616-1630.
doi: 10.31497/zrzyxb.20210620 |
[陈秧分, 王介勇. 对外开放背景下中国粮食安全形势研判与战略选择. 自然资源学报, 2021, 36(6): 1616-1630.] | |
[3] | FAO. The state of food insecurity in the world: The multiple dimensions of food security. Rome: Food and Agriculture Organization of United Nations, 2013. |
[4] | State Council Information Office of the People's Republic of China. White Paper on Food Security in China. (2019-10-14). |
[中华人民共和国国务院新闻办公室.中国的粮食安全(白皮书). (2019-10-14).] | |
[5] |
Xin Liangjie. Dietary structure upgrade of China's residents, international trade and food security. Journal of Natural Resources, 2021, 36(6): 1469-1480.
doi: 10.31497/zrzyxb.20210609 |
辛良杰. 中国居民膳食结构升级、国际贸易与粮食安全. 自然资源学报, 2021, 36(6): 1469-1480.] | |
[6] | Brooks J, Matthews A. Trade dimensions of food security//OECD Food, Agriculture and Fisheries Papers. Paris: OECD Publishing, 2015. |
[7] |
Song Xiaoqing, Ouyang Zhu. Key influencing factors of food security guarantee in China during 1999-2007. Acta Geographica Sinica, 2012, 67(6): 793-803.
doi: 10.11821/xb201206007 |
[宋小青, 欧阳竹. 1999—2007年中国粮食安全的关键影响因素. 地理学报, 2012, 67(6): 793-803.]
doi: 10.11821/xb201206007 |
|
[8] |
Wu Wenbin, Tang Huajun, Yang Peng, et al. Model-based assessment of food security at a global scale. Acta Geographica Sinica, 2010, 65(8): 907-918.
doi: 10.11821/xb201008002 |
吴文斌, 唐华俊, 杨鹏, 等. 基于空间模型的全球粮食安全评价. 地理学报, 2010, 65(8): 907-918.]
doi: 10.11821/xb201008002 |
|
[9] |
Luo Xiang, Zeng Juxin, Zhu Yuanyuan, et al. Who will feed China: The role and explanation of China's farmland pressure in food security. Geographical Research, 2016, 35(12): 2216-2226.
doi: 10.11821/dlyj201612002 |
罗翔, 曾菊新, 朱媛媛, 等. 谁来养活中国: 耕地压力在粮食安全中的作用及解释. 地理研究, 2016, 35(12): 2216-2226.]
doi: 10.11821/dlyj201612002 |
|
[10] |
Liu Ailin, Kuang Wenhui, Zhang Chi. Potential impacts of industrial land expansion on food security in China, 1990-2015. Progress in Geography, 2017, 36(5): 618-625.
doi: 10.18306/dlkxjz.2017.05.009 |
刘爱琳, 匡文慧, 张弛. 1990—2015年中国工矿用地扩张及其对粮食安全的潜在影响. 地理科学进展, 2017, 36(5): 618-625.]
doi: 10.18306/dlkxjz.2017.05.009 |
|
[11] | Wang Dawei, Liu Yansui, Lu Yanxia. Agricultural structure adjustment and its effect on China's food safety: Case study of the main food supply regions. China Population, Resources and Environment, 2005, 15(2): 65-68. |
王大伟, 刘彦随, 卢艳霞. 农业结构调整对全国粮食安全的影响分析: 以粮食主产区为例. 中国人口·资源与环境, 2005, 15(2): 65-68.] | |
[12] | Ni Guohua, Wang Sainan, Jin Yanhong. The choice of food security policy in the process of China's modernization. Economic Research Journal, 2021, 56(11): 173-191. |
[倪国华, 王赛男, JIN Yanhong. 中国现代化进程中的粮食安全政策选择. 经济研究, 2021, 56(11): 173-191.] | |
[13] | Chen Fei, Fan Qingquan, Gao Tiemei. Agricultural policies, food production and food production-adjustment ability. Economic Research Journal, 2010, 45(11): 101-114, 140. |
[陈飞, 范庆泉, 高铁梅. 农业政策、粮食产量与粮食生产调整能力. 经济研究, 2010, 45(11): 101-114, 140.] | |
[14] | FAO. Trade Reforms and Food Security: Conceptualizing the Linkages. Rome: Food and Agriculture Organization of United Nations, 2003. |
[15] |
Farsund A A, Daugbjerg C, Langhelle O. Food security and trade: Reconciling discourses in the Food and Agriculture Organization and the World Trade Organization. Food Security, 2015, 7(2): 383-391.
doi: 10.1007/s12571-015-0428-y |
[16] | FAO. The state of agricultural commodity markets trade and food security: Achieving a better balance between national priorities and the collective good. Rome: Food and Agriculture Organization, 2015. |
[17] |
Pyakuryal B, Roy D, Thapa Y B. Trade liberalization and food security in Nepal. Food Policy, 2010, 35(1): 20-31.
doi: 10.1016/j.foodpol.2009.09.001 |
[18] |
Dithmer J, Abdulai A. Does trade openness contribute to food security? A dynamic panel analysis. Food Policy, 2017, 69: 218-230.
doi: 10.1016/j.foodpol.2017.04.008 |
[19] | Clapp J. Food Security and International Trade: Unpacking Dispute Narratives. Rome: Food and Agriculture Organization of United Nations, 2015. |
[20] |
Dorosh P A. Trade liberalization and national food security: Rice trade between Bangladesh and India. World Development, 2001, 29(4): 673-689.
doi: 10.1016/S0305-750X(00)00121-2 |
[21] | Moseley W G, Carney J, Becker L. Neoliberal policy, rural livelihoods, and urban food security in West Africa: A comparative study of The Gambia, Côte d'Ivoire, and Mali. PNAS, 2010, 107(13): 5774-5779. |
[22] | Mao Xuefeng, Liu Jing, Zhu Xinkai. China's grain structure and food security: From the perspective of grain circulation trade. Management World, 2015(3): 76-85. |
[毛学峰, 刘靖, 朱信凯. 中国粮食结构与粮食安全: 基于粮食流通贸易的视角. 管理世界, 2015(3): 76-85.] | |
[23] | Kong Xiangzhi, Ding Yu. Characteristics and trends of China's agricultural products import and export trade: 1998-2011. Review of Economy and Management, 2013, 29(1): 103-112. |
孔祥智, 丁玉. 我国农产品进出口贸易的特点及趋势: 1998—2011. 经济与管理评论, 2013, 29(1): 103-112.] | |
[24] | Zhu Jing, Li Tianxiang, Lin Dayan. China's agricultural trade in economic opening-up: Development, challenges and future policy alternatives. Issues in Agricultural Economy, 2018, 39(12): 19-32. |
[朱晶, 李天祥, 林大燕. 开放进程中的中国农产品贸易: 发展历程、问题挑战与政策选择. 农业经济问题, 2018, 39(12): 19-32.] | |
[25] |
Liu W F, Yang H, Ciais P, et al. China's food supply sources under trade conflict with the United States and limited domestic land and water resources. Earth's Future, 2020, 8(3): 1-7. DOI: 10.1029/2020EF001482.
doi: 10.1029/2020EF001482. |
[26] | Qiang Wenli, Liu Aimin, Cheng Shengkui, et al. Quantification of virtual land resources in China's crop trade. Journal of Natural Resources, 2013, 28(8): 1289-1297. |
强文丽, 刘爱民, 成升魁, 等. 中国农产品贸易的虚拟土地资源量化研究. 自然资源学报, 2013, 28(8): 1289-1297.] | |
[27] |
Qiang W L, Liu A M, Cheng S K, et al. Agricultural trade and virtual land use: The case of China's crop trade. Land Use Policy, 2013, 33: 141-150.
doi: 10.1016/j.landusepol.2012.12.017 |
[28] | Ma Shuzhong, Ye Hongliang, Ren Wanwan. An examination of China's food security based on effective supply of cultivated land. Issues in Agricultural Economy, 2015, 36(6): 9-19, 110. |
[马述忠, 叶宏亮, 任婉婉. 基于国内外耕地资源有效供给的中国粮食安全问题研究. 农业经济问题, 2015, 36(6): 9-19, 110.] | |
[29] |
Chen Yiwen, Li Erling. Spatial pattern and evolution of cereal trade networks among the Belt and Road countries. Progress in Geography, 2019, 38(10): 1643-1654.
doi: 10.18306/dlkxjz.2019.10.018 |
陈艺文, 李二玲. “一带一路”国家粮食贸易网络空间格局及其演化机制. 地理科学进展, 2019, 38(10): 1643-1654.]
doi: 10.18306/dlkxjz.2019.10.018 |
|
[30] | Wang Lu, Liu Shuguang, Duan Peili, et al. Network structure of agricultural product trade in countries of the Silk Road Economic Belt. Economic Geography, 2019, 39(9): 198-206. |
[王璐, 刘曙光, 段佩利, 等. 丝绸之路经济带沿线国家农产品贸易网络结构特征. 经济地理, 2019, 39(9): 198-206.] | |
[31] | Wang Xiang, Niu Shuwen, Qiang Wenli, et al. Trade network of global agricultural products weighted by physical and value quantity. Economic Geography, 2019, 39(4): 164-173. |
王祥, 牛叔文, 强文丽, 等. 实物量与价值量加权的全球农产品贸易网络分析. 经济地理, 2019, 39(4): 164-173.] | |
[32] |
Wang Xiang, Qiang Wenli, Niu Shuwen, et al. Analysis on global agricultural trade network and its evolution. Journal of Natural Resources, 2018, 33(6): 940-953.
doi: 10.31497/zrzyxb.20180403 |
[王祥, 强文丽, 牛叔文, 等. 全球农产品贸易网络及其演化分析. 自然资源学报, 2018, 33(6): 940-953.] | |
[33] | Du Zhixiong, Han Lei. The impact of production-side changes in grain supply on China's food security. Chinese Rural Economy, 2020(4): 2-14. |
[杜志雄, 韩磊. 供给侧生产端变化对中国粮食安全的影响研究. 中国农村经济, 2020(4): 2-14.] | |
[34] | Zhang Yu'e, Cao Lijuan, Wei Yanjiao. Definition and classification of agricultural products scope in agricultural products trade research. World Agriculture, 2016(5): 4-11. |
张玉娥, 曹历娟, 魏艳骄. 农产品贸易研究中农产品范围的界定和分类. 世界农业, 2016(5): 4-11.] | |
[35] | Gao Jianbo. Quantitative Analysis of "the Belt and Road Initiative" Big Data:Tasks, Challenges and Solutions. Beijing: Science Press, 2018. |
[高剑波. “一带一路”大数据定量分析任务、挑战及解决方案. 北京: 科学出版社, 2018.] | |
[36] |
Iapadre P L. Measuring international specialization. International Advances in Economic Research, 2001, 7(2): 173-183.
doi: 10.1007/BF02296007 |
[37] |
Erokhin V, Gao T. Impacts of COVID-19 on trade and economic aspects of food security: Evidence from 45 developing countries. International Journal of Environmental Research and Public Health, 2020, 17(16): E5775. DOI: 10.3390/ijerph17165775.
doi: 10.3390/ijerph17165775. |
[38] |
Gong Peiping, Song Zhouying, Liu Weidong. A study on trade pattern of China with Russia and Central Asia. Geographical Research, 2015, 34(5): 812-824.
doi: 10.11821/dlyj201505002 |
公丕萍, 宋周莺, 刘卫东. 中国与俄罗斯及中亚地区的贸易格局分析. 地理研究, 2015, 34(5): 812-824.]
doi: 10.11821/dlyj201505002 |
|
[39] | Kali R, Méndez F, Reyes J. Trade structure and economic growth. The Journal of International Trade & Economic Development, 2007, 16(2): 245-269. |
[40] |
Ye S J, Song C Q, Cheng C X, et al. Digital trade feature map: A new method for visualization and analysis of spatial patterns in bilateral trade. ISPRS International Journal of Geo-Information, 2020, 9(6): 363. DOI: 10.3390/ijgi9060363.
doi: 10.3390/ijgi9060363. |
[41] |
Guo D S, Gahegan M, Maceachren A M, et al. Multivariate analysis and geovisualization with an integrated geographic knowledge discovery approach. Cartography and Geographic Information Science, 2005, 32(2): 113-132.
doi: 10.1559/1523040053722150 pmid: 19960118 |
[42] |
Guo D S, Chen J, Maceachren A M, et al. A visualization system for space-time and multivariate patterns (VIS-STAMP). IEEE Transactions on Visualization and Computer Graphics, 2006, 12(6): 1461-1474.
pmid: 17073369 |
[43] | Smith L C, Haddad L J. Explaining child malnutrition in developing countries: A cross-country analysis. Washington: International Food Policy ResearchI Institute, 2000. |
[44] | FAO. The State of Food and Agriculture 2005. Rome: Food and Agriculture Organization of United Nations, 2005. |
[45] | Mackinnon J G. Critical values for cointegration tests//Queen's Economics Department Working Paper. Kingston: Queen's University, Department of Economics, 2010. |
[46] | FAO. Technical Conversion Factors for Agricultural Commodities. Rome: Food and Agriculture Organization of the United Nations, 1972. |
[47] | Murphy S. Concentrated market power and agricultural trade//Ecofair Trade Dialogue Discussion Papers. Berlin: Heinrich Böll Stiftung, 2006. |
[48] |
Duan Dezhong, Du Debin. Structural evolution of global high-tech trade system: Products, networks and influencing factors. Acta Geographica Sinica, 2020, 75(12): 2759-2776.
doi: 10.11821/dlxb202012015 |
段德忠, 杜德斌. 全球高科技产品贸易结构演化及影响因素. 地理学报, 2020, 75(12): 2759-2776.]
doi: 10.11821/dlxb202012015 |
[1] | 王姣娥, 杜方叶, 肖凡. 新型基础设施的空间布局模式研究——以大型数据中心为例[J]. 地理学报, 2023, 78(2): 259-272. |
[2] | 董世杰, 辛良杰, 李升发, 谢花林, 赵宇鸾, 王学, 李秀彬, 宋恒飞, 卢亚晗. 中国梯田撂荒程度及空间格局分异研究[J]. 地理学报, 2023, 78(1): 3-15. |
[3] | 张百平, 姚永慧, 肖飞, 周文佐, 朱连奇, 张俊华, 赵芳, 白红英, 王晶, 余付勤, 张兴航, 刘俊杰, 李佳宇, 蒋娅. 秦岭中部山地落叶阔叶林超级垂直带的发现与意义[J]. 地理学报, 2022, 77(9): 2236-2248. |
[4] | 张甜, 黄晓燕, 李鹏, 党小虎, 曹小曙, 邓铭江. 西北“水三线”地区生态经济枢纽区基本理论与建设布局[J]. 地理学报, 2022, 77(9): 2154-2173. |
[5] | 刘泽淼, 黄贤金, 卢学鹤, 李升峰, 漆信贤. 共享社会经济路径下中国碳中和路径预测[J]. 地理学报, 2022, 77(9): 2189-2201. |
[6] | 李小建. 中国经济地理思想的历史演变及发展走向[J]. 地理学报, 2022, 77(8): 1873-1891. |
[7] | 龚胜生, 王无为, 杨林生, 柴彦威, 周素红, 黄蕾, 王兰, 程杨, 葛淼, 罗勇军. 地理学参与健康中国建设的重点领域与行动建议[J]. 地理学报, 2022, 77(8): 1851-1872. |
[8] | 王小华, 杨玉琪, 罗新雨, 温涛. 中国经济高质量发展的空间关联网络及其作用机制[J]. 地理学报, 2022, 77(8): 1920-1936. |
[9] | 陈舒婷, 李裕瑞, 潘玮, 王武林, 金凤君. 中国县域陆路交通优势度格局演化及经济效应[J]. 地理学报, 2022, 77(8): 1937-1952. |
[10] | 林志慧, 陈瑛, 刘宪锋, 马耀峰. 中国入境旅游城市合作网络时空格局及驱动因素[J]. 地理学报, 2022, 77(8): 2034-2049. |
[11] | 李晓玲, 刘志高, 谭爽, 修春亮, 贺红士. 中国黑龙江省与俄远东跨境经济合作空间组织模式的演变[J]. 地理学报, 2022, 77(8): 2083-2096. |
[12] | 田浩, 刘琳, 张正勇, 陈泓瑾, 张雪莹, 王统霞, 康紫薇. 2001—2020年中国地表温度时空分异及归因分析[J]. 地理学报, 2022, 77(7): 1713-1729. |
[13] | 孙三百, 张青萍, 李冉, 张可云. 中国地区收入与净财富不平等的演变路径识别[J]. 地理学报, 2022, 77(6): 1411-1429. |
[14] | 吴思栩, 孙斌栋, 张婷麟. 互联网对中国城市内部就业分布的动态影响[J]. 地理学报, 2022, 77(6): 1446-1460. |
[15] | 刘云刚, 王韬. 中国政治地理学研究进展评述[J]. 地理学报, 2022, 77(6): 1506-1517. |