Home Journals Articles Updates About
CN
image
收藏切换
Establishment and analysis of LUR model for PM2.5, Zunyi
收藏切换
PDF
Tao KUANG, Ya XIA, Hua-jun YANG, Yi CAO, Ding-mei LIU, Yan YANG
Modern Preventive Medicine | 2024, 51(20) : 3687 - 3690
Less
收藏切换
Modern Preventive Medicine | 2024, 51(20): 3687-3690
Establishment and analysis of LUR model for PM2.5, Zunyi
Full
Tao KUANG, Ya XIA, Hua-jun YANG, Yi CAO, Ding-mei LIU, Yan YANG
Affiliations
  • Department of Health Management, Zunyi Medicaland Pharmaceutical College, Zunyi, Guizhou 563006, China
Published: 2024-10-25 doi: 10.20043/j.cnki.MPM.202405403
Outline
收藏切换
Objective

To construct a land use regression (LUR) model for particulate matter with an aerodynamic diameter ≤2.5 μm (PM2.5) in Zunyi.

Methods

Collect and organize hourly PM2.5 monitoring data from routine air quality monitoring stations from January 1, 2020 to December 31, 2020, as well as geographic information data such as land use, roads, population density, altitude, and meteorological factors in Zunyi. Conduct multiple stepwise linear regression with PM2.5 concentration as the dependent variable and geographic information variables and meteorological factors as independent variables to construct a model. Use leave-one-out cross validation (LOOCV) to verify the performance of the model.

Results

The model formula is Y=72.656-0.026×altitude-0.009×NDVI-0.62×average temperature-383.512×average precipitation. The model had R2=0.74, adjusted R2=0.72, cross validation R2=0.69, RMSE=3.51, and a high spatial resolution (250 m×250 m).

Conclusion

The model fits well and fully reflects the influencing factors of PM2.5 spatial distribution in Zunyi. It can be used to estimate individual exposure levels and provide strong support for environmental health epidemiological research.

PM2.5  /  Individual exposure  /  LUR model
Tao KUANG, Ya XIA, Hua-jun YANG, Yi CAO, Ding-mei LIU, Yan YANG. Establishment and analysis of LUR model for PM2.5, Zunyi[J]. Modern Preventive Medicine, 2024 , 51 (20) : 3687 -3690 . DOI: 10.20043/j.cnki.MPM.202405403
Appendix
Less
Year 2024 volume 51 Issue 20
PDF
49
21
Cite this Article
BibTeX
Article Info
doi: 10.20043/j.cnki.MPM.202405403
  • Receive Date：2024-05-27
  • Online Date：2026-03-20
  • Published：2024-10-25
Article Data
Affiliations
History
  • Received：2024-05-27
Funding
Affiliations
    Department of Health Management, Zunyi Medicaland Pharmaceutical College, Zunyi, Guizhou 563006, China
References
Share
https://castjournals.cast.org.cn/joweb/xdyfyx/EN/10.20043/j.cnki.MPM.202405403
Share to
QR

Scan QR to access full text

Cite this article
BibTeX
Citations
表12种不同金属材料的力学参数
科
Family		 属数
Number of
genus		 种数
Number of
species		 占总种数比例
Percentage of
total species (%)		 属
Genus		 种数
Number of
species		 占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
关闭全屏
  • BibTeX
  • EndNote
  • RefWorks
  • TxT
Links
Articles
Latest Articles
Most Read
Collections
Updates
Events
News
Multimedia
About
About Us
Contact
No. 86 Xueyuan South Road, Haidian District, Beijing
100081
010-62199257
qkjq@cast.org.cn

Copyright © 2025 China Association for Science and Technology. All rights reserved. For all open access content, the relevant licensing terms apply.
Sponsored by the Office of the Leading Group for Cybersecurity and Informatization of CAST, and supported by Science and Technology Review Publishing House