Combined use of principal component analysis/multiple linear regression analysis and artificial neural network to assess the impact of meteorological parameters on fluctuation of selected PM2.5-bound elements (vol 19, e0287187, 2024)

被引：0

作者：

Pongpiachan, Siwatt ^{[1
]}

Wang, Qiyuan ^{[2
]}

Apiratikul, Ronbanchob ^{[3
]}

Tipmanee, Danai ^{[4
]}

Li, Li ^{[2
]}

Xing, Li ^{[5
]}

Mao, Xingli ^{[5
]}

Li, Guohui ^{[2
]}

Han, Yongming ^{[2
]}

Cao, Junji ^{[2
]}

Surapipith, Vanisa ^{[6
]}

Aekakkararungroj, Aekkapol ^{[7
]}

Poshyachinda, Saran ^{[6
]}

机构：

[1] Natl Inst Dev Adm NIDA, NIDA Ctr Res & Dev Disaster Prevent & Management, Sch Social & Environm Dev, Bangkok, Thailand

[2] Chinese Acad Sci IEECAS, Inst Earth Environm, State Key Lab Loess & Quaternary Geol, Xian, Peoples R China

[3] Suansunandha Rajabhat, Fac Sci, Bangkok, Thailand

[4] Prince Songkla Univ, Fac Technol & Environm, Phuket, Thailand

[5] Shaanxi Normal Univ, Sch Geog & Tourism, Xian, Peoples R China

[6] Natl Astron Res Inst Thailand Publ Org, Chiangmai, Thailand

[7] Asian Disaster Preparedness Ctr ADPC, Bangkok, Thailand

来源：

PLOS ONE | 2024年 / 19卷 / 04期

关键词：

MOTOR-VEHICLE ACCIDENT; SUICIDE-PREVENTION; HEAVY VEHICLE; CAR ACCIDENTS; ALCOHOL; DEATHS; COLLISIONS; DRIVERS; INTENT; CRASH;

D O I：

10.1371/journal.pone.0302975

中图分类号：

O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];

学科分类号：

07 ; 0710 ; 09 ;

摘要：

引用

页数：1