The spatial differentiation and influencing factors of ecosystem cultural services in karst mountainous tourism destinations—Taking Wanfenglin scenic spot in Southwest Guizhou of China as an example

LI Rui; HAUNG Mei; WANG Zhongling; HE Yixiong; ZHONG Linsheng

doi:10.16152/j.cnki.xdxbzr.2024-04-004

您当前的位置：

首页 >

文章列表页 >

The spatial differentiation and influencing factors of ecosystem cultural services in karst mountainous tourism destinations—Taking Wanfenglin scenic spot in Southwest Guizhou of China as an example

更新时间：2024-08-01

- The spatial differentiation and influencing factors of ecosystem cultural services in karst mountainous tourism destinations—Taking Wanfenglin scenic spot in Southwest Guizhou of China as an example
- Journal of Northwest University (Natural Science Edition) Vol. 54, Issue 4, Pages: 601-614(2024)
- 作者机构：
  
  1.贵州师范大学　地理与环境科学学院，贵州　贵阳　550025
  2.中国科学院　地理科学与资源研究所，北京　100101
  3.南京师范大学　地理科学学院，江苏　南京　210023
- 作者简介：
- 基金信息：
- DOI：10.16152/j.cnki.xdxbzr.2024-04-004
  CLC： TU984
- Published：25 August 2024，
  
  Received：21 November 2023，
- 稿件说明：
扫描看全文
LI Rui, HAUNG Mei, WANG Zhongling, et al. The spatial differentiation and influencing factors of ecosystem cultural services in karst mountainous tourism destinations—Taking Wanfenglin scenic spot in Southwest Guizhou of China as an example. [J]. Journal of Northwest University (Natural Science Edition) 54(4):601-614(2024)
DOI：

LI Rui, HAUNG Mei, WANG Zhongling, et al. The spatial differentiation and influencing factors of ecosystem cultural services in karst mountainous tourism destinations—Taking Wanfenglin scenic spot in Southwest Guizhou of China as an example. [J]. Journal of Northwest University (Natural Science Edition) 54(4):601-614(2024) DOI： 10.16152/j.cnki.xdxbzr.2024-04-004.

摘要

喀斯特山地旅游地是一个典型的社会-生态系统，具有较高的生态系统服务价值，但针对其为公众提供的非物质收益却鲜有研究。该研究以黔西南州万峰林景区为典型案例地，采用Amazon Rekognition图像识别技术，结合社交媒体照片内容分析法、GIS空间分析法、地理探测器模型等方法，识别和分析喀斯特山地旅游地生态系统文化服务（CES）空间分异与影响因素。研究表明：①喀斯特山地旅游地具有美学、游憩、生物多样性、地方认同感、文化多元性和教育价值6种CES类型；②景区CES均存在显著的空间正相关性，总体CES热点区呈多核心分布态势，主要集聚在景区北部、中部和南部，且面积由北向南逐渐增大，形成了公众感知喀斯特峰林群和布依族文化景观的集聚区，而冷点区则少量集聚在景区中部东北向和南部东南向等区域；③距水系距离、距道路距离、高程和NDVI因子是影响总体CES的主导因子，土地利用类型、服务设施密度、村庄密度因子为次要因子，总体CES的多因子交互作用呈现出非线性增强多于双因子增强的交互类型特征，且自然与社会维度交互因子均提高了总体CES空间分异的解释力度。该研究为明晰和提升公众对喀斯特山地旅游地生态系统的非物质收益和社会文化福祉提供了实践参考。

Abstract

Karst mountainous tourism destinations are typically social-ecological systems with high ecosystem service values

but there is little research on the intangible benefits they provide to the public. This study takes the Wanfenglin scenic spot in Southwest Guizhou of China as a typical case

combined with social media photo content analysis

GIS spatial analysis

geographic detector to identify and analyze the spatial differentiation and influencing factors of CES in karst mountainous tourism destinations using Amazon Rekognition image recognition technology. The results have shown that: ① Karst mountainous tourism destinations have six types of CES: aesthetics

recreation

biodiversity

local identity

cultural diversity

and educational value. ② There is a significantly and spatially positive correlation in the CES of scenic spot. The hot spots of overall CES show a multi-core distribution

mainly concentrated in the northern

central

and southern parts of the scenic spot. The covered area gradually increases from north to south

forming a gathering area for the public to perceive the karst peak forest group and Buyi minority cultural scenery. However

the cold spots are slightly concentrated in the northeast and southeast areas of the central and southern parts of the scenic spot. ③ The factors such as distance from the river system

distance from the road

elevation

and NDVI are the dominant factors affecting the overall CES; the factors such as land use type

service facility density

and village density factors are secondary factors. The multi-factor interaction of overall CES exhibits a non-linear enhancement rather than a dual factor enhancement

and natural and social dimension of interaction factors enhance the explanatory power of the spatial differentiation of overall CES. This study provides the practical reference for clarifying and enhancing the public’s understanding of the intangible benefits and social-cultural well-being of the ecosystem for karst mountainous tourism destinations.

关键词

喀斯特山地旅游生态系统文化服务照片内容分析法万峰林

Keywords

karstmountainous tourismecosystem cultural servicesphoto content analysisWanfenglin

references

习近平. 高举中国特色社会主义伟大旗帜为全面建设社会主义现代化国家而团结奋斗——在中国共产党第二十次全国代表大会上的报告[N].人民日报, 2022-10-26(01).

HOLDREN J P, EHRLICH P R. Human population and the global environment[J]. American Scientist, 1974, 62(3): 282-292.

DANIEL T C, MUHAR A, ARNBERGER A, et al. Contributions of cultural services to the ecosystem services agenda[J]. Proceedings of the National Academy of Science, 2012, 109(23): 8812-8819.

HERNÁNDEZ-MORCILLO M, PLIENINGER T, BIELING C. An empirical review of cultural ecosystem service indicators[J]. Ecological Indicators, 2013, 29: 434-444.

郭晓彬, 姚娟, 付鹏飞. 游客生态系统文化服务价值感知的生态消费行为选择意愿效应[J]. 华中师范大学学报(自然科学版), 2022, 56(5): 882-890.

GUO X B, YAO J, FU P F. Willingness effect of ecological consumption behavior choices on the perception of cultural service value in tourist ecosystem[J]. Journal of Central China Normal University (Natural Science Edition), 2022, 56(5): 882-890.

TIAN Y C, WANG S J, BAI X Y, et al. Trade offs among ecosystem services in a typical Karst watershed, SW China[J]. Science of the Total Environment, 2016, 566: 1297-1308.

苏维词. 滇桂黔石漠化集中连片特困区开发式扶贫的模式与长效机制[J]. 贵州科学, 2012, 30(4): 1-5.

SU W C. Development-oriented poverty reduction model and lasting effect mechanismin concentrated karst desertification extreme poverty areas of Yunnan, Guangxi and Guizhou provinces[J]. Guizhou Science, 2012, 30(4): 1-5.

邹细霞, 杜芳娟, 熊康宁, 等. 石漠化旅游：生态重建与保护的有效途径[J]. 生态经济, 2012, 28(10): 101-106.

ZOU X X, DU F J, XIONG K N, et al. Rocky desertification tourism: The effective way to reconstruct and protect ecology[J]. Ecological Economy, 2012, 28(10): 101-106.

邹细霞, 杜芳娟, 熊康宁. 喀斯特石漠化地区生态农业与社区旅游系统耦合研究：以清镇羊昌洞为例[J]. 中国岩溶, 2009, 28(4): 406-412.

ZOU X X, DU F J, XIONG K N. Study on coupling eco-agricultural system with community tourist systemin karst rock desertification area: A case in Yangchangdong, Qingzhen[J]. Carsologica Sinica, 2009, 28(4): 406-412.

王巧玲. 居民对文化生态系统服务的感知及其影响路径分析：以广西喀斯特生态系统为例[D]. 南宁: 广西大学, 2022.

李凯, 沈雯, 黄宗胜. 城市绿色空间生态系统文化服务绩效评价：以贵阳市黔灵山公园为例[J]. 城市问题, 2019(3): 44-50.

LI K, SHEN W, HUANG Z S. Performance evaluation of cultural services in urban green space ecosystem: Taking Qianlingshan park as example[J]. Urban Problem, 2019(3): 44-50.

李永钧, 张单阳, 王珂, 等. 乡村生态系统文化服务供需关系研究：以浙江省湖州市为例[J]. 生态学报, 2022, 42(17): 6888-6899.

LI Y J, ZHANG S Y, WANG K, et al. Supply-demand relationships of cultural ecosystem services in rural areas: A case study of Huzhou City, Zhejiang Province[J]. Acta Ecologica Sinica, 2022, 42(17): 6888-6899.

ZHOU L L, GUAN D J, HUANG X Y, et al. Evaluation of the cultural ecosystem services of wetland park[J]. Ecological Indicators, 2020, 114(7): 106286.

彭婉婷, 刘文倩, 蔡文博, 等. 基于参与式制图的城市保护地生态系统文化服务价值评价：以上海共青森林公园为例[J]. 应用生态学报, 2019, 30(2): 439-448.

PENG W T, LIU W Q, CAI W B. Evaluation of ecosystem cultural services of urban protected areas based on public participation GIS(PPGIS): A case study of Gongqing Forest Park in Shanghai, China[J]. Chinese Journal of Applied Ecology, 2019, 30(2): 439-448.

BORRELLO M, CECCHINI L, VECCHIO R, et al. Agricultural landscape certification as a market-driven tool to reward the provisioning of cultural ecosystem services[J]. Ecological Economics, 2022, 193: 107286.

MENG S T, HUANG Q X, ZHANG L, et al. Matches and mismatches between the supply of and demand for cultural ecosystem services in rapidly urbanizing watersheds: A case study in the Guanting Reservoir Basin, China[J]. Ecosystem Services, 2020, 45: 101156.

戴培超, 张绍良, 刘润, 等. 生态系统文化服务研究进展：基于Web of Science分析[J]. 生态学报, 2019, 39(5): 1863-1875.

DAI P C, ZHANG S L, LIU R, et al. Research progress in ecosystem cultural services: Based on Web of Science[J]. Acta Ecologica Sinica, 2019, 39(5): 1863-1875.

HIRONS M, COMBERTI C, DUNFORD R. Valuing cultural ecosystem services[J]. Annual Review of Environment and Resources, 2016, 41: 545-574.

BRAAT L C, DE GROOT R. The ecosystem services agenda: Bridging the worlds of natural science and economics, conservation and developmentand public and private policy[J]. Ecosystem Services, 2012, 1(1): 4-15.

SHERROUSE B C, SEMMENS D J, CLEMENT J M. An application of social values for ecosystem services(SolVES) to three national forests in Colorado and Wyoming[J]. Ecological Indicators, 2014, 36: 68-79.

RUSKULE A, KLEPERS A, VEIDEMANE K. Mapping and assessment of cultural ecosystem services of Latvian coastal areas[J]. One Ecosystem, 2018, 3: e25499.

霍思高, 黄璐, 严力蛟. 基于SolVES模型的生态系统文化服务价值评估：以浙江省武义县南部生态公园为例[J]. 生态学报, 2018, 38(10): 3682-3691.

HUO S G, HUANG L, YAN L J. Valuation of cultural ecosystem services based on SolVES: A case study ofthe South Ecological Park in Wuyi County, Zhejiang Province[J]. Acta Ecologica Sinica, 2018, 38(10): 3682-3691.

RICHARDS D R, TUNÇER B. Using image recognition to automate assessment of cultural ecosystem services from social media photographs[J]. Ecosystem Services, 2018, 31: 318-325.

CAO H J, WANG M, SU S L, et al. Explicit quantification of coastal cultural ecosystem services: A novel approach based on the content and sentimental analysis of social media[J]. Ecological Indicators, 2022, 137: 108756.

殷红梅. 贵州喀斯特地区旅游资源的变异与可持续利用[J]. 中国人口·资源与环境, 1999, 9(2): 26-30.

YIN H M. The tourist resources’ changes and sustainable utilization in Guizhou karst region[J]. China Population, Resources and Environment, 1999, 9(2): 26-30.

何斌, 李青. 喀斯特山区生态旅游环境承载力评价体系的构建[J]. 湖北农业科学, 2013, 52(22): 5643-5647.

HE B, LI Q. Establishment of evaluation system for eco-tourism environmental carrying capacity in karst mountain areas[J]. Hubei Agricultural Sciences, 2013, 52(22): 5643-5647.

ESCARPINATI S C, SIQUEIRA T, MEDINA P B J, et al. Short-term effects of visitor trampling on macroinvertebrates in karst streams in an ecotourism region[J]. Environmental Monitoring and Assessment, 2014, 186(3): 1655-1663.

谷睿, 唐健民, 韦霄, 等. 广西喀斯特天坑资源及其旅游开发研究[J]. 广西科学, 2021, 28(2): 196-207.

GU R, TANG J M, WEI X, et al. Study on karst Tiankeng resources and tourism development in Guangxi[J]. Guangxi Sciences, 2021, 28(2): 196-207.

DEMIROVIC D, RADOVANOVIC M, PETROVIC M, et al. Environmental and community stability of a mountain destination: An analysis of residents’perception[J]. Sustainability, 2017, 10(1): 70.

POWELL R B, GREEN T F, HOLLADAY P J, et al. Examining community resilience to assist in sustainable tourism development planning in Dong Van Karst Plateau Geopark, Vietnam[J]. Tourism Planning & Development, 2018, 15(4): 436-457.

符莲, 熊康宁, 高洋. 喀斯特地区旅游产业与生态环境耦合协调关系定量研究：以贵州省为例[J]. 生态经济, 2019, 35(1): 125-130.

FU L, XIONG K N, GAO Y. Quantitative study on coupling relationship between tourism industry and ecological environment in karst area: A case study of Guizhou province[J]. Ecological Economy, 2019, 35(1): 125-130.

庄淑蓉, 杜芳娟, 叶仕安. 多维贫困视角下的旅游扶贫与空间正义研究：以贵州施秉喀斯特世界遗产地社区为例[J]. 人文地理, 2020, 35(2): 32-38.

ZHUANG S R, DU F J, YE S A. Research on spatial justice and pro-poor tourism from the perspective of multidimensional poverty: The case study of the community in Shibing Karst Heritage Site in Guizhou Province[J]. Human Geography, 2020, 35(2): 32-38.

GHERMANDI A, CAMACHO-VALDEZ V, TREJO-ESPINOSA H. Social mediabased analysis of cultural ecosystem services and heritage tourism in a coastal region of Mexico[J]. Tourism Management, 2020, 77: 104002.

FINLAYSON M, CRUZ R D, DAVIDSON N, et al. Millennium ecosystem assessment: Ecosystems and human well-being: wetlands and water synthesis[J]. Data Fusion Concepts & Ideas, 2005, 656(1): 87-98.

KO H, SON Y. Perceptions of cultural ecosystem services in urban green spaces: A case study in GwacheonRepublic of Korea[J]. Ecological Indicators, 2018, 91: 299-306.

CLEMENTE P, CALVACHE M, ANTUNES P, et al. Combining social media photographs and species distribution models to map cultural ecosystem services: The case of a Natural Park in Portugal[J]. Ecological Indicators, 2019, 96: 59-68.

赵雨晴, 游巍斌, 林雪儿, 等. 游客和居民视角下武夷山市生态系统文化服务感知比较研究[J]. 生态学报, 2022, 42(10): 4011-4022.

ZHAO Y Q, YOU W B, LIN X E, et al. Perception of cultural ecosystem services in Wuyishan city from the perspective of tourists and residents[J]. Acta Ecologica Sinica, 2022, 42(10): 4011-4022.

胡炜霞, 耿梦杰. 黄河流域中部山地旅游景区空间分布格局及归因分析：以山西省为例[J]. 西北大学学报(自然科学版), 2023, 53(2): 151-160.

HU W X, GENG M J. Spatial distribution pattern and attribution analysis of mountain tourism scenic spots in the central Yellow River Basin: A case study of Shanxi Province[J]. Journal of Northwest University (Natural Science Edition), 2023, 53(2): 151-160.

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 J F, XU C D. Geodetector: Principle and prospective[J]. Acta Geographica Sinica, 2017, 72(1): 116-134.

SONTER L J, WATSON K B, WOOD S A, et al. Spatial and temporal dynamics and value of nature-based recreation estimated via Social Media[J]. PLoS One, 2016, 11(9): e0162372.

付晶, 高峻, 李杰, 等. 珠穆朗玛峰保护地生态系统文化服务空间分布及评价[J]. 生态学报, 2021, 41(3): 901-911.

FU J, GAO J, LI J, et al. Spatial analysis and assessment of cultural ecosystem services at the protected area of the Mt. Qomolangma[J]. Acta Ecologica Sinica, 2021, 41(3): 901-911.

王坤, 雷振仙. 山地骑行旅游的时空特征及形成机理：以贵州省为例[J]. 旅游科学, 2023, 37(2): 133-154.

WANG K, LEI Z X. Spatial and temporal characteristics of mountain biking tourism and the mechanism of its formation: A case study of Guizhou Province[J]. Tourism Science, 2023, 37(2): 133-154.

郭向阳, 明庆忠, 杨春宇, 等. 喀斯特生态脆弱区旅游生态系统韧性时空变化及多尺度障碍因素：以贵州省为例[J]. 经济地理, 2023, 43(10): 190-200, 230.

GUO X Y, MING Q Z, YANG C Y, et al. Spatiotemporal evolution of tourism ecosystem resilience in karst ecologically fragile areas and its multi-scale obstacle factors: A case study of Guizhou[J]. Economic Geography, 2023, 43(10): 190-200, 230.

叶仕安, 杜芳娟, 吴克华, 等. 景区依附型社区参与旅游发展的文化限制性分析：以施秉喀斯特遗产地社区为例[J]. 世界地理研究, 2023, 32(6): 142-156.

YE S A, DU F J, WU K H, et al. Cultural limitation analysis of participation in tourism development in scenic area dependent communities: The case study of the communities in Shibing Karst Heritage Site[J]. World Regional Studies, 2023, 32(6): 142-156.

Views

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

No data

Related Author

No data

Related Institution

No data

⁰