{"title":"城乡差异视角下民宿(B&B)的空间分布格局及影响因素:中国胶东半岛案例研究","authors":"Xinyue Wang, Qian Ma","doi":"10.1007/s11769-024-1448-3","DOIUrl":null,"url":null,"abstract":"<p>There are significant differences between urban and rural bed-and-breakfasts (B&Bs) in terms of customer positioning, economic strength and spatial carrier. Accurately identifying the differences in spatial characteristics and influencing factors of each type, is essential for creating urban and rural B&B agglomeration areas. This study used density-based spatial clustering of applications with noise (DBSCAN) and the multi-scale geographically weighted regression (MGWR) model to explore similarities and differences in the spatial distribution patterns and influencing factors for urban and rural B&Bs on the Jiaodong Peninsula of China from 2010 to 2022. The results showed that: 1) both urban and rural B&Bs in Jiaodong Peninsula went through three stages: a slow start from 2010 to 2015, rapid development from 2015 to 2019, and hindered development from 2019 to 2022. However, urban B&Bs demonstrated a higher development speed and agglomeration intensity, leading to an increasingly evident trend of uneven development between the two sectors. 2) The clustering scale of both urban and rural B&Bs continued to expand in terms of quantity and volume. Urban B&B clusters characterized by a limited number, but a higher likelihood of transitioning from low-level to high-level clusters. While the number of rural B&B clusters steadily increased over time, their clustering scale was comparatively lower than that of urban B&Bs, and they lacked the presence of high-level clustering. 3) In terms of development direction, urban B&B clusters exhibited a relatively stable pattern and evolved into high-level clustering centers within the main urban areas. Conversely, rural B&Bs exhibited a more pronounced spatial diffusion effect, with clusters showing a trend of multi-center development along the coastline. 4) Transport emerged as a common influencing factor for both urban and rural B&Bs, with the density of road network having the strongest explanatory power for their spatial distribution. In terms of differences, population agglomeration had a positive impact on the distribution of urban B&Bs and a negative effect on the distribution of rural B&Bs. Rural B&Bs clustering was more influenced by tourism resources compared with urban B&Bs, but increasing tourist stay duration remains an urgent issue to be addressed. The findings of this study could provide a more precise basis for government planning and management of urban and rural B&B agglomeration areas.</p>","PeriodicalId":55258,"journal":{"name":"Chinese Geographical Science","volume":"63 1","pages":""},"PeriodicalIF":3.4000,"publicationDate":"2024-07-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Spatial Distribution Pattern and Influencing Factors of Bed-and-breakfasts (B&Bs) from the Perspective of Urban-rural Differences: A Case Study of Jiaodong Peninsula, China\",\"authors\":\"Xinyue Wang, Qian Ma\",\"doi\":\"10.1007/s11769-024-1448-3\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>There are significant differences between urban and rural bed-and-breakfasts (B&Bs) in terms of customer positioning, economic strength and spatial carrier. Accurately identifying the differences in spatial characteristics and influencing factors of each type, is essential for creating urban and rural B&B agglomeration areas. This study used density-based spatial clustering of applications with noise (DBSCAN) and the multi-scale geographically weighted regression (MGWR) model to explore similarities and differences in the spatial distribution patterns and influencing factors for urban and rural B&Bs on the Jiaodong Peninsula of China from 2010 to 2022. The results showed that: 1) both urban and rural B&Bs in Jiaodong Peninsula went through three stages: a slow start from 2010 to 2015, rapid development from 2015 to 2019, and hindered development from 2019 to 2022. However, urban B&Bs demonstrated a higher development speed and agglomeration intensity, leading to an increasingly evident trend of uneven development between the two sectors. 2) The clustering scale of both urban and rural B&Bs continued to expand in terms of quantity and volume. Urban B&B clusters characterized by a limited number, but a higher likelihood of transitioning from low-level to high-level clusters. While the number of rural B&B clusters steadily increased over time, their clustering scale was comparatively lower than that of urban B&Bs, and they lacked the presence of high-level clustering. 3) In terms of development direction, urban B&B clusters exhibited a relatively stable pattern and evolved into high-level clustering centers within the main urban areas. Conversely, rural B&Bs exhibited a more pronounced spatial diffusion effect, with clusters showing a trend of multi-center development along the coastline. 4) Transport emerged as a common influencing factor for both urban and rural B&Bs, with the density of road network having the strongest explanatory power for their spatial distribution. In terms of differences, population agglomeration had a positive impact on the distribution of urban B&Bs and a negative effect on the distribution of rural B&Bs. Rural B&Bs clustering was more influenced by tourism resources compared with urban B&Bs, but increasing tourist stay duration remains an urgent issue to be addressed. The findings of this study could provide a more precise basis for government planning and management of urban and rural B&B agglomeration areas.</p>\",\"PeriodicalId\":55258,\"journal\":{\"name\":\"Chinese Geographical Science\",\"volume\":\"63 1\",\"pages\":\"\"},\"PeriodicalIF\":3.4000,\"publicationDate\":\"2024-07-17\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Chinese Geographical Science\",\"FirstCategoryId\":\"89\",\"ListUrlMain\":\"https://doi.org/10.1007/s11769-024-1448-3\",\"RegionNum\":2,\"RegionCategory\":\"地球科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"ENVIRONMENTAL SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Chinese Geographical Science","FirstCategoryId":"89","ListUrlMain":"https://doi.org/10.1007/s11769-024-1448-3","RegionNum":2,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"ENVIRONMENTAL SCIENCES","Score":null,"Total":0}
Spatial Distribution Pattern and Influencing Factors of Bed-and-breakfasts (B&Bs) from the Perspective of Urban-rural Differences: A Case Study of Jiaodong Peninsula, China
There are significant differences between urban and rural bed-and-breakfasts (B&Bs) in terms of customer positioning, economic strength and spatial carrier. Accurately identifying the differences in spatial characteristics and influencing factors of each type, is essential for creating urban and rural B&B agglomeration areas. This study used density-based spatial clustering of applications with noise (DBSCAN) and the multi-scale geographically weighted regression (MGWR) model to explore similarities and differences in the spatial distribution patterns and influencing factors for urban and rural B&Bs on the Jiaodong Peninsula of China from 2010 to 2022. The results showed that: 1) both urban and rural B&Bs in Jiaodong Peninsula went through three stages: a slow start from 2010 to 2015, rapid development from 2015 to 2019, and hindered development from 2019 to 2022. However, urban B&Bs demonstrated a higher development speed and agglomeration intensity, leading to an increasingly evident trend of uneven development between the two sectors. 2) The clustering scale of both urban and rural B&Bs continued to expand in terms of quantity and volume. Urban B&B clusters characterized by a limited number, but a higher likelihood of transitioning from low-level to high-level clusters. While the number of rural B&B clusters steadily increased over time, their clustering scale was comparatively lower than that of urban B&Bs, and they lacked the presence of high-level clustering. 3) In terms of development direction, urban B&B clusters exhibited a relatively stable pattern and evolved into high-level clustering centers within the main urban areas. Conversely, rural B&Bs exhibited a more pronounced spatial diffusion effect, with clusters showing a trend of multi-center development along the coastline. 4) Transport emerged as a common influencing factor for both urban and rural B&Bs, with the density of road network having the strongest explanatory power for their spatial distribution. In terms of differences, population agglomeration had a positive impact on the distribution of urban B&Bs and a negative effect on the distribution of rural B&Bs. Rural B&Bs clustering was more influenced by tourism resources compared with urban B&Bs, but increasing tourist stay duration remains an urgent issue to be addressed. The findings of this study could provide a more precise basis for government planning and management of urban and rural B&B agglomeration areas.
期刊介绍:
Chinese Geographical Science is an international journal, sponsored by Northeast Institute of Geography and Agroecology, Chinese Academy of Sciences, and published by Science Press, Beijing, China.
Chinese Geographical Science is devoted to leading scientific and technological innovation in geography, serving development in China, and promoting international scientific exchange. The journal mainly covers physical geography and its sub-disciplines, human geography and its sub-disciplines, cartography, remote sensing, and geographic information systems. It pays close attention to the major issues the world is concerned with, such as the man-land relationship, population, resources, environment, globalization and regional development.