World Regional Studies ›› 2022, Vol. 31 ›› Issue (1): 64-75.DOI: 10.3969/j.issn.1004-9479.2022.01.2020211
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Zhenhua BING1(), Siqi TANG1, Ruijing WANG2, Heping HUANG1()
Received:
2020-04-13
Revised:
2020-06-08
Online:
2022-01-15
Published:
2022-01-25
Contact:
Heping HUANG
通讯作者:
黄和平
作者简介:
邴振华(1986-),女,副教授,博士,研究方向为游憩服务评估与旅游可持续发展,E-mail:xiaobing0707@126.com。
基金资助:
Zhenhua BING, Siqi TANG, Ruijing WANG, Heping HUANG. Exploring the spatial differentiation of urban tourism image based on geotagged photos[J]. World Regional Studies, 2022, 31(1): 64-75.
邴振华, 唐思琪, 王瑞静, 黄和平. 基于地理标记照片的城市旅游意象空间分异研究[J]. 世界地理研究, 2022, 31(1): 64-75.
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URL: https://sjdlyj.ecnu.edu.cn/EN/10.3969/j.issn.1004-9479.2022.01.2020211
城市 | 人口/万人 | 行政区划 | 面积/km2 | 格网单元/个 | 旅游宣传网站 |
---|---|---|---|---|---|
东京 | 23个特别区、26个市、5个町、8个村 | 2 155 | 3 008 | https://www.gotokyo.org/cn/ | |
纽约 | 851 | 5个区 | 1 214 | 1 708 | https://www.nycgo.com/ |
北京 | 2 154 | 16个区 | 16 411 | 28 804 | http://whlyj.beijing.gov.cn/ |
北京中心城区 | 1 110 | 6个区 | 1 381 | 2 486 | http://whlyj.beijing.gov.cn/ |
伦敦 | 890 | 伦敦城和32个区 | 1 578 | 4 355 | http://www.visitlondon.com |
巴黎 | 105 | 284 | https://zh.parisinfo.com/ |
Tab.1 Data information of the five tourist cities
城市 | 人口/万人 | 行政区划 | 面积/km2 | 格网单元/个 | 旅游宣传网站 |
---|---|---|---|---|---|
东京 | 23个特别区、26个市、5个町、8个村 | 2 155 | 3 008 | https://www.gotokyo.org/cn/ | |
纽约 | 851 | 5个区 | 1 214 | 1 708 | https://www.nycgo.com/ |
北京 | 2 154 | 16个区 | 16 411 | 28 804 | http://whlyj.beijing.gov.cn/ |
北京中心城区 | 1 110 | 6个区 | 1 381 | 2 486 | http://whlyj.beijing.gov.cn/ |
伦敦 | 890 | 伦敦城和32个区 | 1 578 | 4 355 | http://www.visitlondon.com |
巴黎 | 105 | 284 | https://zh.parisinfo.com/ |
维度 | 内容 | 照片学习标签关键词 |
---|---|---|
自然景观 | 地质地貌、气象景观、动植物景观 | rock, snow, lake, river, costal, beach, sea, dune, forest, hill, foothill, grass, trees, animal, pond, sea, lawn,plant, flower, garden, waterfront, waterfall |
文化景观 | 文化艺术景观、历史遗迹、宗教 | temple, tower, statue, church, palace, architecture, museum, theatre, grave, cathedral, rampart, cenotaph, monuments, alter, pantheon, art gallery |
社会景观 | 城市景观、场所、设施等 | stadium, street, library, market, harbor, alley, amusement park, bridge, park, playground, ferry, marina, trail, path, yard, intersection, stadium, amphitheater, trestle, skyscraper, auditorium, bazaar |
Tab.2 Elements classification of urban tourism perception image
维度 | 内容 | 照片学习标签关键词 |
---|---|---|
自然景观 | 地质地貌、气象景观、动植物景观 | rock, snow, lake, river, costal, beach, sea, dune, forest, hill, foothill, grass, trees, animal, pond, sea, lawn,plant, flower, garden, waterfront, waterfall |
文化景观 | 文化艺术景观、历史遗迹、宗教 | temple, tower, statue, church, palace, architecture, museum, theatre, grave, cathedral, rampart, cenotaph, monuments, alter, pantheon, art gallery |
社会景观 | 城市景观、场所、设施等 | stadium, street, library, market, harbor, alley, amusement park, bridge, park, playground, ferry, marina, trail, path, yard, intersection, stadium, amphitheater, trestle, skyscraper, auditorium, bazaar |
城市 | 照片数据 | 照片数据的地理单元总数/比例 | 含两类景观照片的地理单元总数 | 含三类景观照片的地理单元总数 | |||
---|---|---|---|---|---|---|---|
总量 | 文化景观 | 社会景观 | 自然景观 | ||||
东京 | 45 290 | 15 229 | 16 610 | 13 451 | 1097/36.47% | 274 | 454 |
纽约 | 85 807 | 27 329 | 39 092 | 19 386 | 875/51.23% | 171 | 450 |
北京 | 19 806 | 7 646 | 8 869 | 3 291 | 429/17.26% | 115 | 157 |
伦敦 | 90 677 | 48 279 | 23 689 | 18 709 | 1919/44.06% | 495 | 772 |
巴黎 | 51 349 | 28 851 | 15 959 | 6 539 | 250/88.03% | 33 | 190 |
Tab.3 Statistics of urban tourism perception elements
城市 | 照片数据 | 照片数据的地理单元总数/比例 | 含两类景观照片的地理单元总数 | 含三类景观照片的地理单元总数 | |||
---|---|---|---|---|---|---|---|
总量 | 文化景观 | 社会景观 | 自然景观 | ||||
东京 | 45 290 | 15 229 | 16 610 | 13 451 | 1097/36.47% | 274 | 454 |
纽约 | 85 807 | 27 329 | 39 092 | 19 386 | 875/51.23% | 171 | 450 |
北京 | 19 806 | 7 646 | 8 869 | 3 291 | 429/17.26% | 115 | 157 |
伦敦 | 90 677 | 48 279 | 23 689 | 18 709 | 1919/44.06% | 495 | 772 |
巴黎 | 51 349 | 28 851 | 15 959 | 6 539 | 250/88.03% | 33 | 190 |
双变量空间自相关指数(Bivariate Moran's I) | 城市旅游投射意象要素 | ||||
---|---|---|---|---|---|
东京 | 纽约 | 北京 | 伦敦 | 巴黎 | |
整体旅游感知意象要素 | 0.238 | 0.286 | 0.164 | 0.277 | 0.129 |
文化景观 | 0.243 | 0.282 | 0.151 | 0.275 | 0.115 |
社会景观 | 0.201 | 0.267 | 0.169 | 0.232 | 0.142 |
自然景观 | 0.188 | 0.180 | 0.154 | 0.205 | 0.146 |
Tab.4 The results of bivariate spatial autocorrelation index
双变量空间自相关指数(Bivariate Moran's I) | 城市旅游投射意象要素 | ||||
---|---|---|---|---|---|
东京 | 纽约 | 北京 | 伦敦 | 巴黎 | |
整体旅游感知意象要素 | 0.238 | 0.286 | 0.164 | 0.277 | 0.129 |
文化景观 | 0.243 | 0.282 | 0.151 | 0.275 | 0.115 |
社会景观 | 0.201 | 0.267 | 0.169 | 0.232 | 0.142 |
自然景观 | 0.188 | 0.180 | 0.154 | 0.205 | 0.146 |
1 | CROMPTON JL. An assessment of the image of Mexico as a vacation destination and the influence of geographical location upon that image. Journal of Travel Research, 1979,17(4): 18-23. |
2 | 侯兵, 黄震方, 尚正永. 基于城市意象变迁的城市旅游形象塑造研究——以江苏省扬州市为例. 经济地理, 2009, 29(12):78-83. |
HOU B, HUANG Z, SHANG Z. Study on the construction of the image about urban tourism changes on the urban image—Take Yangzhou, Jiangsu for example. Economic Geography, 2009,29(12):78-83. | |
3 | 宋欢,喻学才. 城市旅游意象的解构与重构 ——兼论旅游形象与旅游意象的异同. 地域研究与开发, 2017, 36(1):91-96. |
SONG H, YU X. Deconstruction and reconstruction of city tourism image on the similarities and differences between tourism image and tourism imago. Areal Research and Development, 2017,36(1):91-96. | |
4 | 刘丹,李杰. 文化符号与空间价值:互联网思维下的城市形象传播与塑造. 西南民族大学学报, 2016, 37(6):154-158. |
LIU D, LI J. Cultural symbols and spatial values: Urban image transmission and shaping under the internet thinking. Journal of Southwest University for Nationalities, 2016, 37(6): 154-158. | |
5 | 乌铁红,张捷,李文杰. 地域文化差异对旅游者的旅游地意象感知影响——以内蒙古自治区草原旅游地为例. 旅游学刊, 2010, 25(6):67-73. |
WU T, ZHANG J, LI W. The impact of regional cultural differences on tourist's perception of tourism destination image—A case study of tourists' perception of paririe image in Inner Mongolia autonomous region, Tourism Tribune, 2010, 25(6):67-73. | |
6 | 孟奕爽,邓森文,徐佳. 旅游目的地投射意象与游客感知意象差异分析——以平江石牛寨景区为例. 中南林业科技大学学报(社会科学版), 2018, 12(3):67-73. |
MENG Y, DENG S, XU J. Study on the differences between projection image and tourist perception image of tourist destination: Case of Shiniuzhai scenic spot, Pingjiang. Journal of Central South University of Forestry & Technology (Social Sciences), 2018, 12(3):67-73. | |
7 | 唐继刚,田逢军. 中部大城市居民港台旅游意象及其对旅游意愿的影响研究—以无港台旅游经历南昌市民为例. 世界地理研究, 2017, 26(5):166-176. |
TANG J, TIAN F. A study on residents' destination images of Hongkong and Taiwan and their influence on travel intentions. World Regional Studies, 2017,26(5):166-176. | |
8 | 徐美, 刘春腊, 陈建设,等. 旅游意象图:基于游客感知的旅游景区规划新设想. 旅游学刊, 2012, 27(4): :21-27. |
XU M, LIU CH, CHEN J, et al. Tourism image map: A new scenic spot planning idea based on tourists' perception. Tourism Tribune, 2012, 27(4):21-27. | |
9 | 曹越皓, 龙瀛, 杨培峰. 基于网络照片数据的城市意象研究——以中国24个主要城市为例 规划师, 2017(2):61-67. |
CAO Y, LONG Y, YANG P. City image study based on online pictures: 24 cities case. Planners, 2017(2): 61-67. | |
10 | 吴承照, 王婧. 基于游客感知的上海都市空间旅游意象研究. 现代城市研究, 2012(2): 82-87. |
WU C, WANG J. The study on tourism destination image of the metropolitan space of Shanghai. Modern Urban Research, 2012(2): 82-87. | |
11 | 徐国良, 万春燕, 甘萌雨. 福州市历史街区游客意象空间感知差异研究. 重庆师范大学学报(自然科学版), 2012, 29 (2): 94-98. |
XU G, WAN CH, GAN M. Research on tourists' image space perception differences in Sanfangqixia historical district of Fuzhou. Journal of Chongqing Norma University(Natural Science), 2012, 29(2): 94-98. | |
12 | BUI T. Congruency between the projected and perceived tourism destination image of Vietnam. Journal of International Business Research, 2011, 10(2):17-23. |
13 | 孟奕爽, 邓森文, 李艳芳. 基于认知地图的岳麓山景区旅游意象分析. 地域研究与开发, 2018, 37(5):120-124+148. |
MENG Y, DENG S, LI Y. Simulation analysis of land use change in rural industrialized areas based on geo SOS: Changyuan county, Henan province as a case. Areal Research and Development, 2018, 37(5):120-124+148. | |
14 | 董玥, 徐薛艳. 基于Web2.0图片交互平台的游客旅游意象分析——以枫泾古镇为例. 旅游论坛, 2017, 10(2):37-46. |
DONG Y, XU X. Analysis of tourist image based on Web2.0 interactive platform -- Taking Fengjing ancient town as an example. Tourism Forum, 2017, 10(2):37-46. | |
15 | 丁瑜, 李爽. 基于公众感知的广州花城广场意象研究. 世界地理研究, 2018, 27(6):65-76. |
DING Y, LI SH. Study on city square image based on public perception: A case of Guangzhou huacheng square. World Regional Studies, 2018, 27(6):65-76. | |
16 | ZHANG K, CHEN Y, LI CH. Discovering the tourists' behaviors and perceptions in a tourism destination by analyzing photos' visual content with a computer deep learning model: The case of Beijing. Tourism Management, 2019(75):595-608. |
17 | TIESKENS K, ZANTEN V, BORIS T, et al. Aesthetic appreciation of the cultural landscape through social media: An analysis of revealed preference in the dutch river landscape. Landscape and Urban Planning, 2018(177):128-137. |
18 | SONTER L, WATSON K, WOOD S, et al. Spatial and temporal dynamics and value of nature-based recreation, Estimated via social media. Plos One, 2016, 11 (9):e0162372. |
19 | KIM Y, KIM C, LEE D, et al. Quantifying nature-based tourism in protected areas in developing countries by using social big data. Tourism Management, 2018(72):249-256. |
20 | SESSIONS C, WOOD S, RABOTYAGOV S, et al. Measuring recreational visitation at U.S. national parks with crowd-sourced photographs. Journal of Environmental Management, 2016(183): 703-711. |
21 | 李瑞. 城市旅游意象及其构成要素分析. 西北大学学报:自然科学版, 2004, 34 (4): 494-498. |
LI R. Analysis of urban tourism image and its factors. Journal of Northwest University(Natural Science). 2004, 34 (4): 494-498. | |
22 | STEPCHENKOVA S, KIM H, KIRILENKO A. Cultural differences in pictorial destination images: Russia through the camera lenses of American and Korean tourists. Journal of Travel Research, 2014, 54 (6): 758-773. |
23 | 蔡礼彬, 宋莉. 基于网络文本的城市旅游意象符号表征研究——以青岛市为例. 地域研究与开发, 2019(3): 78-83. |
CAI L. SONG L. A study on the symbol representation of urban tourism image based on internet text -- Taking Qingdao as an example. Areal Research and Development, 2019(3): 78-83. | |
24 | THOMEE B, ELIZALDE B, SHAMMA D, et al. YFCC 100m: The new data in multimedia research. Communications of the ACM, 2016(59): 64-73. |
25 | 孟斌, 王劲峰, 张文忠, 等. 基于空间分析方法的中国区域差异研究. 地理科学. 2005, 25(4): 393-400. |
MENG B, WANG J, ZHANG W, et al. Evaluation of regional disparity in China based on spatial analysis. Scientia Geographica Sinica. 2005, 25(4): 393-400. | |
26 | FIGUEROAALFARO R, TANG ZH. Evaluating the aesthetic value of cultural ecosystem services by mapping geo-tagged photographs from social media data on Panoramio and Flickr. Journal of Environmental Planning Management, 2017(60): 266-281. |
27 | ANSELIN L, REY S. Modern Spatial Econometrics in Practice. Chicago: GeoDa Press LLC, 2014. |
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