Application of an Ensemble-Trained Source Apportionment Approach at a Site Impacted by Multiple Point Sources
Author:
Affiliation:
1. School of Civil and Environmental Engineering, Georgia Institute of Technology, Atlanta, Georgia 30332, United States
Publisher
American Chemical Society (ACS)
Subject
Environmental Chemistry,General Chemistry
Link
https://pubs.acs.org/doi/pdf/10.1021/es304255u
Reference36 articles.
1. Positive matrix factorization: A non-negative factor model with optimal utilization of error estimates of data values
2. The effective variance weighting for least squares calculations applied to the mass balance receptor model
3. Fine Particle Sources and Cardiorespiratory Morbidity: An Application of Chemical Mass Balance and Factor Analytical Source-Apportionment Methods
4. Source apportionment of PM2.5 in the southeastern United States using receptor and emissions-based models: Conceptual differences and implications for time-series health studies
Cited by 26 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献
1. Study on main sources of aerosol pH and new methods for additional reduction of PM2.5 during winter severe pollution: Based on the PMF-GAS model;Journal of Cleaner Production;2024-09
2. Source apportionment and risk assessment of soil heavy metals in the Huangshui River Basin using a hybrid model;Ecological Indicators;2024-03
3. High-spatiotemporal-resolution mapping of PM2.5 traffic source impacts integrating machine learning and source-specific multipollutant indicator;Environment International;2024-01
4. Pollution Characteristics of Different Components of PM2.5 in Taiyuan during 2017–2020 Wintertime and Their Toxicity Effects on HepG2 Cells;Atmosphere;2023-12-27
5. An explainable integrated optimization methodology for source apportionment of ambient particulate matter components;Journal of Environmental Management;2022-05
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3