Machine learning reveals the effects of drivers on PM2.5 and CO2 based on ensemble source apportionment method
Author:
Publisher
Elsevier BV
Subject
Atmospheric Science
Reference61 articles.
1. Evaluating the first-order effect of intraannual temperature variability on urban air pollution;Aw;J. Geophys. Res.,2003
2. Random forests;Breiman;Mach. Learn.,2001
3. Weather conditions conducive to Beijing severe haze more frequent under climate change;Cai;Nat. Clim. Chang.,2017
4. Influence of meteorological conditions on PM2.5 concentrations across China: a review of methodology and mechanism;Chen;Environ. Int.,2020
5. Mitigation of PM2.5 and ozone pollution in Delhi: a sensitivity study during the pre-monsoon period;Chen;Atmos. Chem. Phys.,2020
Cited by 6 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. Combined PMF modelling and machine learning to identify sources and meteorological influencers of volatile organic compound pollution in an industrial city in eastern China;Atmospheric Environment;2024-10
2. Prediction of PM2.5 concentration based on a CNN-LSTM neural network algorithm;PeerJ;2024-08-06
3. Ensemble source apportionment of particulate matter and volatile organic compounds and quantifying ensemble source impacts on ozone;Journal of Environmental Sciences;2024-08
4. Temperature extremes nip invasive macrophyte Cabomba caroliniana A. Gray in the bud: potential geographic distributions and risk assessment based on future climate change and anthropogenic influences;Frontiers in Plant Science;2024-05-16
5. Enhancing phosphorus source apportionment in watersheds through species-specific analysis;Water Research;2024-04
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