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AI-Assisted Dynamic Assessment of Urban Ecosystem Service Perception and Actual Benefits

delete2026-07-29
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OA
AI
Z
Zhaoman Huo
G
Gengyuan Liu *
W
Weiceng Chang
M
Menghan Guo
S
Shaobin Li
Y
Ying Long
W
Wen Zhang
F
Feni Agostinho
C
Cecilia M.V.B. Almeida
B
Biagio F. Giannetti *
DOI:10.1016/j.eng.2026.07.021delete
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Abstract

Abstract

En 中文
• AI-driven dynamic framework couples ES perception with actual functional benefits. • Deep learning reveals a stark gap between macro-green coverage and pedestrian view. • High visual greenness does not guarantee functional resilience or urban safety. • EIS metric quantifies seasonal and diurnal fluctuations in public health exposure. • AI analytics enable precision governance for resilient, safe, and healthy cities.
Keywords:
Artificialintelligence
Perception–functiondecoupling
Ecologicalintegrationsore
Healthycities
Streetview imagery

Journal

Engineering cover
Engineering
IF:
11.6
Papers:
2.7K
Citations:
1.5W

Organization

C
chinese research academy of environmental sciences
Scholars:
981
Papers: 341
Citations: 0
T
tsinghua university
Scholars:
11.5W
Papers: 9.9W
Citations: 137
B
beijing normal university
Scholars:
4.1K
Papers: 1.7K
Citations: 0
X
xiamen university
Scholars:
5.7W
Papers: 3.7W
Citations: 67
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