高质量发展阶段旅游业发展水平空间分异成因探测——基于因素分解的黄河流域实证

doi:10.12118/j.issn.1000-6060.2022.293

干旱区地理 ›› 2023, Vol. 46 ›› Issue (3): 460-470.doi: 10.12118/j.issn.1000-6060.2022.293

高质量发展阶段旅游业发展水平空间分异成因探测——基于因素分解的黄河流域实证

田小波^1,²(),胡静^1,²(),贾垚焱³,朱磊⁴

1.华中师范大学城市与环境科学学院，湖北武汉 430079
2.中国旅游研究院武汉分院，湖北武汉 430079
3.山西财经大学文化旅游学院，山西太原 030031
4.安庆师范大学资源环境学院，安徽安庆 246133

收稿日期:2022-06-16 修回日期:2022-07-20 出版日期:2023-03-25 发布日期:2023-03-31
通讯作者: 胡静
作者简介:田小波（1989-），男，博士研究生，主要从事旅游与区域发展研究. E-mail: txbct3@126.com
基金资助:
国家社会科学基金项目(20CMZ033);教育部哲学社会科学发展报告项目(11JBGP041);安徽省哲学社科规划项目(AHSKQ2021D24)

Exploring the causes of spatial differentiation of tourism development level in the high-quality development stage: Empirical evidence of Yellow River Basin based on factor decomposition

TIAN Xiaobo^1,²(),HU Jing^1,²(),JIA Yaoyan³,ZHU Lei⁴

1. College of Urban and Environmental Science, Central China Normal University, Wuhan 430079, Hubei, China
2. Wuhan Branch of China Tourism Academy, Wuhan 430079, Hubei, China
3. Faculty of Culture Tourism, Shanxi University of Finance and Economics, Taiyuan 030031, Shanxi, China
4. College of Resources and Environment, Anqing Normal University, Anqing 246133, Anhui, China

Received:2022-06-16 Revised:2022-07-20 Online:2023-03-25 Published:2023-03-31
Contact: Jing HU

摘要/Abstract

摘要：

立足旅游业发展影响因素的阶段性变化，构建了高质量发展阶段旅游业发展影响因素指标体系，并采用地理探测器、地理加权回归等方法探讨了2019年黄河流域旅游业发展水平的空间分异成因。结果表明：（1）新发展阶段，区域旅游业发展既受到传统因素的影响，又受到新发展理念等新因素的影响，二者共同组成了高质量发展阶段区域旅游业发展的影响因素体系。（2）黄河流域旅游业发展水平呈现由下游向上游逐级递减的空间分异格局，上中游地区内部差异较大，下游地区较小，上中下游之间存在比较显著的供需不匹配现象。（3）在单一维度和综合维度上，各因素对旅游业发展均有显著的影响，但新因素强于传统因素，各因子的影响力排序具有一致性，旅游业发展受因子间协同作用影响更大。（4）传统因素中消费水平、交通条件和旅游资源禀赋，新因素中创新能力和绿色生产对旅游业发展具有显著的空间异质性影响，但其异质性空间效应各不相同。

关键词: 旅游业发展水平, 高质量发展阶段, 影响因素, 空间分异, 黄河流域

Abstract:

On the basis of the stage changes of the influencing factors of tourism development, the index system of influencing factors of tourism development in the high-quality development stage is constructed, and the spatial differentiation causes of tourism development level in the Yellow River Basin of China in 2019 are explored using geodetector and geographically weighted regression. The following conclusions are drawn: (1) In the new development stage, the development of regional tourism is affected by traditional and new factors, such as the novel development concept, both forming the system of factors affecting regional tourism development in the high-quality development stage. (2) The level of tourism development in the Yellow River Basin shows a spatial divergence pattern of decreasing from downstream to upstream, with relatively large differences in the middle and upper reaches and small differences in the downstream areas and a relatively significant mismatch of supply and demand between the upper, middle, and lower reaches. (3) In single and comprehensive dimensions, each factor has a significant influence on tourism development. However, the new factors are stronger than the traditional factors, and the influence ranking of each factor has consistency. Thus, tourism development is remarkably influenced by the synergy between factors. (4) Among the traditional factors, including consumption level, transportation conditions, and tourism resource endowment, and among the new factors, including innovation capacity and green production, have a significant spatial heterogeneous influence on tourism development. However, their heterogeneous spatial effects are different.

Key words: tourism development level, high-quality development stage, influencing factors, spatial heterogeneity, Yellow River Basin

田小波,胡静,贾垚焱,朱磊. 高质量发展阶段旅游业发展水平空间分异成因探测——基于因素分解的黄河流域实证[J]. 干旱区地理, 2023, 46(3): 460-470.

TIAN Xiaobo,HU Jing,JIA Yaoyan,ZHU Lei. Exploring the causes of spatial differentiation of tourism development level in the high-quality development stage: Empirical evidence of Yellow River Basin based on factor decomposition[J]. Arid Land Geography, 2023, 46(3): 460-470.

图/表 8

表1

图1

表2

表3

表4

表5

图2

图3

参考文献 39

[1]	任保平. 新时代中国经济从高速增长转向高质量发展: 理论阐释与实践取向[J]. 学术月刊, 2018, 50(3): 66-74, 86.
	[ Ren Baoping. Theoretical interpretation and practical orientation of China’s economy from high speed growth to high quality development in new era[J]. Academic Monthly, 2018, 50(3): 66-74, 86. ]
[2]	魏敏, 李书昊. 新时代中国经济高质量发展水平的测度研究[J]. 数量经济技术经济研究, 2018, 11: 3-19.
	[ Wei Min, Li Shuhao. Study on the measurement of economic high-quality development level in China in the new era[J]. The Journal of Quantitative & Technical Economics, 2018, 11: 3-19. ]
[3]	张军扩, 侯永志, 刘培林, 等. 高质量发展的目标要求和战略路径[J]. 管理世界, 2019, 35(7): 1-7.
	[ Zhang Junkuo, Hou Yongzhi, Liu Peilin, et al. The goals and strategy path of high-quality development[J]. Journal of Management World, 2019, 35(7): 1-7. ]
[4]	国家发展改革委经济研究所课题组. 推动经济高质量发展研究[J]. 宏观经济研究, 2019(2): 5-7.
	[ Research group of institute of economic research, NDRC. A study on promoting high-quality development of China’s economy[J]. Macroeconomics, 2019(2): 5-7. ]
[5]	王一鸣. 百年大变局、高质量发展与构建新发展格局[J]. 管理世界, 2020, 36(12): 1-13.
	[ Wang Yiming. Changes unseen in a century, high-quality development, and the construction of a new development pattern[J]. Journal of Management World, 2020, 36(12): 1-13. ]
[6]	袁保瑚, 李继伟. 新发展格局下山东省县域经济高质量发展路径研究[J]. 山东社会科学, 2021(8): 115-123.
	[ Yuan Baohu, Li Jiwei. Research on the path of high-quality development of county economy in Shandong Province under the new development pattern[J]. Shandong Social Sciences, 2021(8): 115-123. ]
[7]	夏杰长, 徐金海. 中国旅游业改革开放40年: 回顾与展望[J]. 经济与管理研究, 2018, 39(6): 3-14.
	[ Xia Jiechang, Xu Jinhai. Reform and opening-up of tourism in China from 1978 to 2017: Retrospects and prospects[J]. Research on Economics and Management, 2018, 39(6): 3-14. ]
[8]	张城铭, 翁时秀, 保继刚. 1978年改革开放以来中国旅游业发展的地理格局[J]. 地理学报, 2019, 74(10): 1980-2000. doi: 10.11821/dlxb201910003
	[ Zhang Chengming, Weng Shixiu, Bao Jigang. The geographical pattern of China’s tourism development since the reform and opening-up in 1978[J]. Acta Geographica Sinica, 2019, 74(10): 1980-2000. ] doi: 10.11821/dlxb201910003
[9]	胡北明, 黄俊. 中国旅游发展70年的政策演进与展望——基于1949—2018年政策文本的量化分析[J]. 四川师范大学学报(社会科学版), 2019, 46(6): 63-72.
	[ Hu Beiming, Huang Jun. Policy evolution and prospects of China’s tourism development among 70 years: A quantitative analysis based on policy texts from 1949 to 2018[J]. Journal of Sichuan Normal University (Social Sciences Edition), 2019, 46(6): 63-72.]
[10]	耿松涛, 张鸿霞. 中国旅游业高质量发展: 战略使命、动力要素和推进路径[J]. 宏观经济研, 2022(1): 91-101.
	[ Geng Songtao, Zhang Hongxia. High-quality development of China’s tourism industry: Strategic mission, power factors and promotion path[J]. Macroeconomics, 2022(1): 91-101. ]
[11]	何建民. 新时代我国旅游业高质量发展系统与战略研究[J]. 旅游学刊, 2018, 33(10): 9-11.
	[ He Jianmin. Research on the system and strategy of high-quality development of China’s tourism industry in the new era[J]. Tourism Tribune, 2018, 33(10): 9-11. ]
[12]	孙晓, 刘力钢, 陈金. 中国旅游经济高质量发展的测度[J]. 统计与决策, 2021(17): 126-130.
	[ Sun Xiao, Liu Ligang, Chen Jin. Measuring the high-quality development of China’s tourism economy[J]. Statistics & Decision, 2021(17): 126-130. ]
[13]	王松茂, 褚玉静, 郭安禧, 等. “一带一路”沿线重点省份旅游经济高质量发展研究——基于旅游资源转换效率的测度[J]. 地理科学, 2020, 40(9): 1505-1512. doi: 10.13249/j.cnki.sgs.2020.09.012
	[ Wang Songmao, Chu Yujing, Guo Anxi, et al. Study on high quality development of tourism economy in 18 key provinces along the One Belt One Road initiative: Based on the measurement of tourism resource conversion efficiency[J]. Scientia Geographica Sinica, 2020, 40(9): 1505-1512. ] doi: 10.13249/j.cnki.sgs.2020.09.012
[14]	张新成, 高楠, 王琳艳, 等. 红色旅游高质量发展评价指标体系与培育路径研究——以红色旅游城市为例[J]. 干旱区地理, 2022, 45(6): 1927-1937.
	[ Zhang Xincheng, Gao Nan, Wang Linyan, et al. Evaluation index system and cultivation path of high-quality development of red tourism: A case of red tourist cities[J]. Arid Land Geography, 2022, 45(6): 1927-1937. ]
[15]	刘雨婧, 唐健雄. 中国旅游业高质量发展水平测度及时空演化特征[J]. 统计与决策, 2022, 38(5): 91-96.
	[ Liu Yujing, Tang Jianxiong. Measurement and spatial-temporal evolution characteristics of high-quality development level of China’s tourism[J]. Statistics & Decision, 2022, 38(5): 91-96. ]
[16]	张新成, 梁学成, 宋晓, 等. 黄河流域旅游产业高质量发展的失配度时空格局及成因分析[J]. 干旱区资源与环境, 2020, 34(12): 201-208.
	[ Zhang Xincheng, Liang Xuecheng, Song Xiao, et al. Spatial pattern of the mismatch degrees of the high-quality development of tourism industry in the Yellow River Basin[J]. Journal of Arid Land Resources and Environment, 2020, 34(12): 201-208. ]
[17]	Russo A P, Borg J. Planning considerations for cultural tourism: A case study of four European cities[J]. Tourism Management, 2002, 23(6): 631-637. doi: 10.1016/S0261-5177(02)00027-4
[18]	王新越, 芦雪静, 朱文亮. 我国主要旅游城市旅游业发展影响因素分析与评价[J]. 经济地理, 2020, 40(5): 198-209.
	[ Wang Xinyue, Lu Xuejing, Zhu Wenliang. Analysis and evaluation of the influencing factors of tourism development in China’s major tourism cities[J]. Economic Geography, 2020, 40(5): 198-209. ]
[19]	陆大道, 孙东琪. 黄河流域的综合治理与可持续发展[J]. 地理学报, 2019, 74(12): 2431-2436. doi: 10.11821/dlxb201912001
	[ Lu Dadao, Sun Dongqi. Development and management tasks of the Yellow River Basin: A preliminary understanding and suggestion[J]. Acta Geographica Sinica, 2019, 74(12): 2431-2436. ] doi: 10.11821/dlxb201912001
[20]	杨永春, 穆焱杰, 张薇. 黄河流域高质量发展的基本条件与核心策略[J]. 资源科学, 2020, 42(3): 409-423. doi: 10.18402/resci.2020.03.01
	[ Yang Yongchun, Mu Yanjie, Zhang Wei. Basic conditions core strategies of high-quality development in the Yellow River Basin[J]. Resources Science, 2020, 42(3): 409-423. ] doi: 10.18402/resci.2020.03.01
[21]	安树伟, 李瑞鹏. 黄河流域高质量发展的内涵与推进方略[J]. 改革, 2020(1): 76-86, 19.
	[ An Shuwei, Li Ruipeng. Intension and promotion strategy of high-quality development in the Yellow River Basin[J]. Reform, 2020(1): 76-86, 19. ]
[22]	刘琳轲, 梁流涛, 高攀, 等. 黄河流域生态保护与高质量发展的耦合关系及交互响应[J]. 自然资源学报, 2021, 36(1): 176-195. doi: 10.31497/zrzyxb.20210112
	[ Liu Linke, Liang Liutao, Gao Pan, et al. Coupling relationship and interactive response between ecological protection and high-quality development in the Yellow River Basin[J]. Journal of Natural Resources, 2021, 36(1): 176-195. ] doi: 10.31497/zrzyxb.20210112
[23]	方创琳. 黄河流域城市群形成发育的空间组织格局与高质量发展[J]. 经济地理, 2020, 40(6): 1-8. doi: 10.2307/142170
	[ Fang Chuanglin. Spatial organization pattern and high-quality development of urban agglomeration in the Yellow River Basin[J]. Economic Geography, 2020, 40(6): 1-8. ] doi: 10.2307/142170
[24]	李鸿飞, 何颖茹, 毕晓莉. 黄河流域兰州段生态环境与高质量发展耦合协调关系研究[J]. 干旱区地理, 2022, 45(4): 1244-1253.
	[ Li Hongfei, He Yingru, Bi Xiaoli. Coupling coordination relationship between ecological environment and high quality development in Lanzhou section of Yellow River Basin[J]. Arid Land Geography, 2022, 45(4): 1244-1253. ]
[25]	石培华, 翟燕霞. 文旅融合视野下文物保护利用与创新路径研究——以黄河流域为例[J]. 广西师范大学学报(哲学社会科学版), 2021, 57(4): 114-128.
	[ Shi Peihua, Zhai Yanxia. Research on the innovative path of cultural relics protection and utilization from the perspective of an integration of culture and tourism: A case study of the Yellow River Basin[J]. Journal of Guangxi Normal University (Philosophy and Social Sciences Edition), 2021, 57(4): 114-128. ]
[26]	郭庆旺, 贾俊雪. 中国全要素生产率的估算: 1979—2004[J]经济研究, 2005(6): 51-60.
	[ Guo Qingwang, Jia Junxue. Estimating total factor productivity in China[J]. Economic Research Journal, 2005(6): 51-60.]
[27]	席建超, 刘孟浩. 中国旅游业基本国情分析[J]. 自然资源学报, 2019, 34(8): 1569-1580. doi: 10.31497/zrzyxb.20190801
	[ Xi Jianchao, Liu Menghao. Analysis of basic national conditions of China’s tourism industry[J]. Journal of Natural Resources, 2019, 34(8): 1569-1580. ] doi: 10.31497/zrzyxb.20190801
[28]	牛亚菲. 旅游供给与需求的空间关系研究[J]. 地理学报, 1996, 51(1): 80-87. doi: 10.11821/xb199601009
	[ Niu Yafei. The study on spatial linkage between the supply and demand of tourism[J]. Acta Geographica Sinica, 1996, 51(1): 80-87. ] doi: 10.11821/xb199601009
[29]	吴必虎. 旅游系统: 对旅游活动与旅游科学的一种解释[J]. 旅游学刊, 1998(1): 20-24.
	[ Wu Bihu. Tourism systems: An explanation of tourism activities and tourism science[J]. Tourism Tribune, 1998(1): 20-24. ]
[30]	刘家明. 创建全域旅游的背景、误区与抓手[J]. 旅游学刊, 2016, 31(12): 7-9.
	[ Liu Jiaming. The back-ground, misunderstanding and grasp of creating holistic tourism[J]. Tourism Tribune, 2016, 31(12): 7-9. ]
[31]	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. doi: 10.11821/dlxb201701010
	[ Wang Jinfeng, Xu Chengdong. Geodetector: Principle and prospective[J]. Acta Geographica Sinica, 2017, 72(1): 116-134. ] doi: 10.11821/dlxb201701010
[32]	刘敏, 郝炜. 山西省国家A级旅游景区空间分布影响因素研究[J]. 地理学报, 2020, 75(4): 878-888. doi: 10.11821/dlxb202004015
	[ Liu Min, Hao Wei. Spatial distribution and its influencing factors of national A-level tourist attractions in Shanxi Province[J]. Acta Geographica Sinica, 2020, 75(4): 878-888. ] doi: 10.11821/dlxb202004015
[33]	Fotheringham A S, Brunsdon C, Charlton M E. Quantitative geography: Perspectives on spatial data analysis[J]. Geographical Analysis, 2010, 33(4): 370-372. doi: 10.1111/gean.2001.33.issue-4
[34]	Gunn C A, Turgut V. Tourism planning: Basics, concepts, cases[M]. New York: Psychology Press, 2002: 5-23.
[35]	Leiper N. The framework of tourism: Towards a definition of tourism, tourist, and the tourist industry[J]. Annals of Tourism Research, 1979, 6(4): 390-407. doi: 10.1016/0160-7383(79)90003-3
[36]	Mill R C, Morrison A M. The tourism system[M]. Englewood Cliffs, NJ: Prentice-Hall, 1985: 1-80.
[37]	杨新军, 刘家明. 论旅游功能系统: 市场导向下旅游规划目标分析[J]. 地理学与国土研究, 1998, 14(1): 60-63.
	[ Yang Xinjun, Liu Jiaming. On tourism function system: Analysis of tourism planning objectives under market orientation[J]. Geography and Geo-information Science, 1998, 14(1): 60-63. ]
[38]	唐业喜, 左鑫, 伍招妃, 等. 旅游经济高质量发展评价指标体系构建与实证——以湖南省为例[J]. 资源开发与市场, 2021, 37(6): 641-647.
	[ Tang Yexi, Zuo Xin, Wu Zhaofei, et al. Construction and empirical study on evaluation index system of high quality development of tourism economy: Taking Hunan Province as an example[J]. Resource Development & Market, 2021, 37(6): 641-647. ]
[39]	刘英基, 韩元军. 要素结构变动、制度环境与旅游经济高质量发展[J]. 旅游学刊, 2020, 35(3): 28-38.
	[ Liu Yingji, Han Yuanjun. Factor structure, institutional environment and high-quality development of the tourism economy in China[J]. Tourism Tribune, 2020, 35(3): 28-38. ]

变量	具体指标	最小值	最大值	平均值	标准误差
经济水平（X1）	人均GDP/元	14153.85	172686.34	56919.23	32551.54
消费水平（X2）	社会商品零售总额/10⁸元	7.37	5324.44	832.42	1100.31
产业结构（X3）	第三产业占GDP比重/%	28.90	67.30	48.25	9.49
交通条件（X4）	公路网密度/km·km^-2	0.04	2.39	0.99	0.60
旅游资源禀赋（X5）	4A级及以上景区数量、世界遗产数量、优秀旅游城市、国家级风景名胜区数量之和/个	0.00	30.00	9.70	6.64
城镇化水平（X6）	城镇人口占总人口比重/%	28.02	95.20	56.26	15.14
对外开放度（X7）	进出口贸易额/10⁸元	0.12	4129.90	287.90	717.02
创新能力（X8）	授权专利数量/件	11.00	34123.00	3381.23	6821.33
区域协调（X9）	居民人均消费支出与全国水平之差/元	-14800.00	8047.00	-4969.26	5128.06
生产效率（X10）	地区全要素生产率	0.32	1.32	0.76	0.29
绿色生产（X11）	每亿元GDP能耗/t标准煤·（10⁸元）^-1	0.40	8.45	1.57	1.42
旅游业发展水平（Y）	旅游业发展指数，见式（1）	3.05	265.12	88.72	55.16

传统因素	X1	X2	X3	X4	X5	X6
X1	0.23^**
X2	0.83^#	0.78^***
X3	0.53	0.86^#	0.13
X4	0.70^#	0.91^#	0.69	0.49^***
X5	0.56^#	0.85^#	0.61	0.88	0.36^***
X6	0.39^#	0.83^#	0.58	0.65^#	0.50^#	0.26^***

新因素	X7	X8	X9	X10	X11
X7	0.66^**
X8	0.85^#	0.84^***
X9	0.80^#	0.90^#	0.45^***
X10	0.74^#	0.89^#	0.68	0.16
X11	0.82^#	0.89^#	0.72^#	0.86	0.43^**

因素	X1	X2	X3	X4	X5	X6	X7	X8	X9	X10	X11
X1	0.46^*
X2	0.96^#	0.89^***
X3	0.82	0.97^#	0.32
X4	0.95^#	0.95^#	0.97^#	0.66^***
X5	0.87^#	0.96^#	0.88^#	0.96^#	0.59^***
X6	0.69^#	0.93^#	0.85	0.92^#	0.72^#	0.37^**
X7	0.84^#	0.92^#	0.84^#	0.93^#	0.92^#	0.85^#	0.70^**
X8	0.91^#	0.93^#	0.96^#	0.93^#	0.94^#	0.94^#	0.90^#	0.88^***
X9	0.76^#	0.97^#	0.86	0.95^#	0.90^#	0.79^#	0.85^#	0.93^#	0.48^**
X10	0.75	0.97^#	0.87	0.96	0.79	0.74	0.87^#	0.95^#	0.86	0.18
X11	0.83	0.96^#	0.86	0.94^#	0.91^#	0.80^#	0.90^#	0.95^#	0.84^#	0.97	0.47^**

因素	自变量	非标准化系数		标准化系数 Beta	T值	显著性	共线性
因素	自变量	B	标准误差	标准化系数 Beta	T值	显著性	允差	方差膨胀因子
传统因素	常数	-12.019	10.171	-	-1.182	0.243	-	-
	经济水平	-4.49×10^-5	0.000	-0.026	-0.577	0.566	0.290	3.446
	消费水平	0.024	0.002	0.486	12.398	0.000	0.397	2.516
	产业结构	0.162	0.169	0.028	0.957	0.343	0.725	1.378
	交通条件	39.992	2.684	0.437	14.901	0.000	0.710	1.409
	旅游资源禀赋	2.527	0.257	0.304	9.817	0.000	0.636	1.571
	城镇化水平	0.200	0.152	0.055	1.316	0.194	0.352	2.844
新因素	常数	68.918	13.002	-	5.301	0.000	-	-
	对外开放度	0.013	0.012	0.170	1.063	0.292	0.201	4.983
	创新能力	0.007	0.001	0.851	5.320	0.000	0.201	4.972
	区域协调	0.001	0.001	0.116	1.444	0.154	0.792	1.262
	生产效率	5.625	14.618	0.029	0.385	0.702	0.883	1.132
	绿色生产	6.893	3.377	0.177	2.041	0.046	0.686	1.457

高质量发展阶段旅游业发展水平空间分异成因探测——基于因素分解的黄河流域实证

Exploring the causes of spatial differentiation of tourism development level in the high-quality development stage: Empirical evidence of Yellow River Basin based on factor decomposition

RichHTML

PDF (PC)

赞

可视化

摘要/Abstract

引用本文

使用本文

图/表 8

参考文献 39

相关文章 15

Metrics

本文评价

推荐阅读 0

[1]	王瑞, 郭荔, 戴俊骋, 程哲. 中国包容性旅游发展评估及空间格局研究——基于287个城市面板数据[J]. 干旱区地理, 2024, 47(1): 127-136.
[2]	江岳坤, 石鹏娟. 中国市域城乡收入差距时空演化及影响因素[J]. 干旱区地理, 2024, 47(1): 147-157.
[3]	任贵秀, 刘凯. 黄河流域绿色创新的时空演化特征及影响因素分析[J]. 干旱区地理, 2024, 47(1): 158-169.
[4]	李适宜, 关全力. 农户灌溉行为目标对灌溉用水效率的影响研究——以沙雅县为例[J]. 干旱区地理, 2024, 47(1): 48-57.
[5]	王松茂, 宁文萍, 牛金兰, 安康. 黄河流域城市生态韧性时空分异及收敛研究——基于七大城市群61个城市的实证分析[J]. 干旱区地理, 2024, 47(1): 93-103.
[6]	周成, 赵亚玲, 张旭红, 周霖, 任敏敏. 黄河流域城市生态韧性与效率时空演化特征及协调发展分析[J]. 干旱区地理, 2023, 46(9): 1514-1523.
[7]	杨雨, 宋福铁, 张杰. 基于地理探测器的中国金融网络空间结构特征及影响因素研究[J]. 干旱区地理, 2023, 46(9): 1524-1535.
[8]	李建辉, 陈琳, 党争. 黄河流域爱国主义教育基地空间格局及影响因素研究[J]. 干旱区地理, 2023, 46(9): 1536-1544.
[9]	唐太斌, 周保, 金晓媚, 魏赛拉加, 马涛, 张永艳. 黄河源区夏季地表温度变化研究[J]. 干旱区地理, 2023, 46(8): 1250-1259.
[10]	张昊, 韩增林, 乔国荣, 王辉, 王宏业, 段冶. 黄河流域城市间旅游经济联系格局及影响因素研究[J]. 干旱区地理, 2023, 46(8): 1344-1354.
[11]	白洋,胡静轩,陈春燕,路雯. 旅游援疆效率的区域差异和影响因素——基于三阶段DEA和Tobit模型[J]. 干旱区地理, 2023, 46(8): 1366-1375.
[12]	张文斌, 张志斌. 基于扩展生态位理论的居住空间分异研究——以兰州市为例[J]. 干旱区地理, 2023, 46(8): 1376-1386.
[13]	吴海娟, 郑芳, 易洁琰. 生态移民村镇居民居住满意度及其影响因素研究[J]. 干旱区地理, 2023, 46(8): 1387-1396.
[14]	柏荷, 明義森, 刘启航, 黄昌. 基于MGWR模型的黄河流域GPM卫星降水数据降尺度研究[J]. 干旱区地理, 2023, 46(7): 1052-1062.
[15]	苏航, 谷娇, 赵金丽. 多尺度视角下黄河流域城市信息网络空间结构演化研究[J]. 干旱区地理, 2023, 46(7): 1206-1216.