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What drives cultural ecosystem services in mountain protected areas? An AI-assisted answer using social media data

delete2026-04-08
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PRE
AI
J
José Carlos Pérez-Girón *
C
Carlos J. Navarro
A
Akram Elghouat
R
Rohaifa Khaldi
D
Domingo López-Pacheco
S
Salvador Arenas‐Castro
A
Ana del Águila
R
Ricardo Moreno-Llorca
N
Nuria Pistón
L
Luis F. Romero
A
Ana Sofía Vaz
S
Siham Tabik
J
Javier Martínez-López
D
Domingo Alcaraz-Segura
DOI:10.1016/j.ecoser.2026.101848delete
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Abstract

Abstract

En 中文
• Cultural ecosystem services (CES) are vital links between nature and human well-being. • Artificial intelligence and social media are key tools to assess CES. • CES drivers vary by CES and protected area, with no universal predictors found. • Two main CES bundles emerge: cultural-heritage and nature-based. • Protection level enhances CES suitability, led by Biosphere Reserves.
Keywords:
cultural ecosystem services
artificial intelligence
social media data
protected areas
mountain regions

Journal

Ecosystem Services cover
Ecosystem Services
IF:
6.6
Papers:
1.8K
Citations:
1.1W

Organization

L
Louis Pasteur University
Scholars:
5
Papers: 2
Citations: 0
N
natural business intelligence
Scholars:
1
Papers: 1
Citations: 0
U
universidad de cordoba
Scholars:
1.0W
Papers: 8.4K
Citations: 6
U
University of Granada
Scholars:
2.2W
Papers: 1.9W
Citations: 24
Cited Papers

Cited Papers

Citing Papers

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