Inappropriate nighttime light reduces living comfort.
Living comfort
Nighttime light
Random forest
Sustainable environment
Journal
Environmental pollution (Barking, Essex : 1987)
ISSN: 1873-6424
Titre abrégé: Environ Pollut
Pays: England
ID NLM: 8804476
Informations de publication
Date de publication:
01 Oct 2023
01 Oct 2023
Historique:
received:
05
04
2023
revised:
13
06
2023
accepted:
09
07
2023
medline:
11
9
2023
pubmed:
15
7
2023
entrez:
14
7
2023
Statut:
ppublish
Résumé
Living comfort is an important aspect of human well-being and a critical index of sustainable environments. Many environmental factors are associated with living comfort. Nighttime light (NTL) is remote sensing data that is widely used to reflect development level and economic status, and it also represents the lighting intensity in living environments. However, the relationship between NTL and living comfort is poorly understood. Here, we employ linear regression and a random forest model to investigate the direct impact of NTL on living comfort. Our results show that increased NTL is negatively associated with living comfort, but this relationship may be obscured by other factors, such as infrastructure. According to the nonlinear relationship, when the NTL is approximately 10 nW/cm
Identifiants
pubmed: 37451588
pii: S0269-7491(23)01175-2
doi: 10.1016/j.envpol.2023.122173
pii:
doi:
Types de publication
Journal Article
Langues
eng
Sous-ensembles de citation
IM
Pagination
122173Informations de copyright
Copyright © 2023 Elsevier Ltd. All rights reserved.
Déclaration de conflit d'intérêts
Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.