Using a land use regression model with machine learning to estimate ground level PM2.5
Author:
Funder
Academia Sinica
Republic of China Ministry of Science and Technology
Publisher
Elsevier BV
Subject
Health, Toxicology and Mutagenesis,Pollution,Toxicology,General Medicine
Reference52 articles.
1. Spatiotemporal land use random forest model for estimating metropolitan NO2 exposure in Japan;Araki;Sci. Total Environ.,2018
2. Association between ambient air pollution and pregnancy complications: a systematic review and meta-analysis of cohort studies;Bai;Environ. Res.,2020
3. Development of NO2 and NOx land use regression models for estimating air pollution exposure in 36 study areas in Europe–The ESCAPE project;Beelen;Atmos. Environ.,2013
4. Random forests;Breiman;Mach. Learn.,2001
5. PCANet: a simple deep learning baseline for image classification?;Chan;IEEE Trans. Image Process.,2015
Cited by 91 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. Long-term spatiotemporal variation of benzo[a]pyrene in Japan: Significant decrease in ambient concentrations, human exposure, and health risk;Environmental Pollution;2024-11
2. Hazard Susceptibility Mapping with Machine and Deep Learning: A Literature Review;Remote Sensing;2024-09-11
3. Association of Asian dust storms and PM2.5 with clinical visits for respiratory diseases in children;Atmospheric Environment;2024-09
4. A Review of Urban Planning Approaches to Reduce Air Pollution Exposures;Current Environmental Health Reports;2024-08-28
5. Capturing Exposure Disparities with Chemical Transport Models: Evaluating the Suitability of Downscaling Using Land Use Regression;Environmental Science & Technology;2024-08-02
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