Assessing the Supply–Demand Matching and Spatial Flow of Urban Cultural Ecosystem Services: Based on Geospatial Data and User Interaction Data DOI Creative Commons
Linru Li,

Yu Bai,

Xuefeng Yuan

et al.

Land, Journal Year: 2025, Volume and Issue: 14(4), P. 773 - 773

Published: April 3, 2025

Cultural ecosystem services (CESs) reflect the interaction between ecosystems and human well-being. Owing to constraints in data availability existing methodological limitations, deriving information from non-material attributes was inadequate. We took Yulin City, located northern Shaanxi Loess Plateau, as a case study. Based on open-source geospatial user social media, coupled multi-source model applied elucidate spatial distribution of CESs’ supply–demand flow. The Maxent LDA were utilized quantify CES supply–demand, whereas breakpoint gravity explain direction intensity results indicated following: (1) aesthetic most perceivable Yulin, with 27% high supply areas four demand topics. And perception educational least pronounced, only 2% two (2) exhibited notable mismatching matching area constituting approximately 10%. In center city, CESs displayed pattern deficit, while farther city presented surplus. (3) flow followed movement peripheral counties central less developed more counties. proposed following targeted recommendations: introducing low-perception promote enhancement (ESs); alleviating mismatches by enhancing transportation accessibility protecting ecological environment. Simultaneously, attention should be directed towards developmental disparities counties, providing differentiated guidance for Our study provided theoretical foundation understanding offered scientific insights development urban CES.

Language: Английский

Assessing the Supply–Demand Matching and Spatial Flow of Urban Cultural Ecosystem Services: Based on Geospatial Data and User Interaction Data DOI Creative Commons
Linru Li,

Yu Bai,

Xuefeng Yuan

et al.

Land, Journal Year: 2025, Volume and Issue: 14(4), P. 773 - 773

Published: April 3, 2025

Cultural ecosystem services (CESs) reflect the interaction between ecosystems and human well-being. Owing to constraints in data availability existing methodological limitations, deriving information from non-material attributes was inadequate. We took Yulin City, located northern Shaanxi Loess Plateau, as a case study. Based on open-source geospatial user social media, coupled multi-source model applied elucidate spatial distribution of CESs’ supply–demand flow. The Maxent LDA were utilized quantify CES supply–demand, whereas breakpoint gravity explain direction intensity results indicated following: (1) aesthetic most perceivable Yulin, with 27% high supply areas four demand topics. And perception educational least pronounced, only 2% two (2) exhibited notable mismatching matching area constituting approximately 10%. In center city, CESs displayed pattern deficit, while farther city presented surplus. (3) flow followed movement peripheral counties central less developed more counties. proposed following targeted recommendations: introducing low-perception promote enhancement (ESs); alleviating mismatches by enhancing transportation accessibility protecting ecological environment. Simultaneously, attention should be directed towards developmental disparities counties, providing differentiated guidance for Our study provided theoretical foundation understanding offered scientific insights development urban CES.

Language: Английский

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