Geospatial-based estimation of NMHC concentrations through an ensemble stacking Geo-AI algorithm to advance air quality assessment.

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Title: Geospatial-based estimation of NMHC concentrations through an ensemble stacking Geo-AI algorithm to advance air quality assessment.
Authors: Prahesti T; Department of Geomatics, National Cheng Kung University, Tainan City, 701, Taiwan. Electronic address: prahestithia@gmail.com., Asri AK; Department of Geomatics, National Cheng Kung University, Tainan City, 701, Taiwan. Electronic address: akusumaning@gmail.com., Zeng YT; Department of Geomatics, National Cheng Kung University, Tainan City, 701, Taiwan. Electronic address: k9a8r9a8n2i0@gmail.com., Sung CH; Department of Geomatics, National Cheng Kung University, Tainan City, 701, Taiwan. Electronic address: p66124124@gs.ncku.edu.tw., Chen CY; Department of Geomatics, National Cheng Kung University, Tainan City, 701, Taiwan. Electronic address: p66124108@gs.ncku.edu.tw., Hsu CW; Department of Geomatics, National Cheng Kung University, Tainan City, 701, Taiwan. Electronic address: p68111509@gs.ncku.edu.tw., Hsiao TC; Research Center for Environmental Changes, Academia Sinica, Taipei, Taiwan; Institute of Environmental Health, School of Public Health, National Taiwan University, Taipei, Taiwan. Electronic address: tchsiao@ntu.edu.tw., Chi KH; Institute of Environmental and Occupational Health Sciences, National Yang Ming Chiao Tung University, Taipei 112, Taiwan. Electronic address: khchi@nycu.edu.tw., Seow WJ; Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore; Department of Medicine, Yong Loo Lin School of Medicine, National University of Singapore and National University Health System, Singapore, Singapore. Electronic address: ephswj@nus.edu.sg., Lung SC; Research Center for Environmental Changes, Academia Sinica, Taipei, Taiwan; Department of Atmospheric Sciences, National Taiwan University, Taipei, Taiwan; Institute of Environmental Health, School of Public Health, National Taiwan University, Taipei, Taiwan. Electronic address: sclung@rcec.sinica.edu.tw., Wu CD; Department of Geomatics, National Cheng Kung University, Tainan City, 701, Taiwan; National Institute of Environmental Health Sciences, National Health Research Institutes, Miaoli County, 350, Taiwan; Innovation and Development Center of Sustainable Agriculture, National Chung Hsing University, Taichung City, 402, Taiwan; Research Center for Precision Environmental Medicine, Kaohsiung Medical University, Kaohsiung City, 804, Taiwan; Chronic Diseases and Health Promotion Research Center, Chang Gung University of Science and Technology (CGUST), Puzi City, 613, Taiwan. Electronic address: chidawu@mail.ncku.edu.tw.
Source: Journal of hazardous materials [J Hazard Mater] 2026 Feb 01; Vol. 503, pp. 141210. Date of Electronic Publication: 2026 Jan 20.
Publication Type: Journal Article
Journal Info: Publisher: Elsevier Country of Publication: Netherlands NLM ID: 9422688 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-3336 (Electronic) Linking ISSN: 03043894 NLM ISO Abbreviation: J Hazard Mater Subsets: MEDLINE; PubMed not MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:1873-3336
DOI:10.1016/j.jhazmat.2026.141210