Estimation of hourly full-coverage PM2.5 concentrations at 1-km resolution in China using a two-stage random forest model-Reference-Cited by-同舟云学术

登录注册会员服务联系我们

Estimation of hourly full-coverage PM2.5 concentrations at 1-km resolution in China using a two-stage random forest model

Published:2021-01 Issue: Volume:248 Page:105146
ISSN:0169-8095
Container-title:Atmospheric Research
language:en
Short-container-title:Atmospheric Research

Author:

Jiang Tingting,Chen Bin,Nie Zhen,Ren Zhehao,Xu Bing,Tang Shihao

Funder

National Research Program of the Ministry of Science and Technology of the People's Republic of China

Delos Living LLC

Cyrus Tang Foundation

Tsinghua University

Publisher

Elsevier BV

Subject

Atmospheric Science

Reference81 articles.

1. A geographically and temporally weighted regression model for ground-level PM2.5 estimation from satellite-derived 500 m resolution AOD;Bai;Remote Sens.,2016

2. The potential impact of satellite-retrieved cloud parameters on ground-level PM2.5 mass and composition;Belle;Int. J. Environ. Res. Public Health,2017

3. Random forests;Breiman;Mach. Learn.,2001

4. Predicting daily urban fine particulate matter concentrations using a random forest model;Brokamp;Environ. Sci. Technol.,2018

5. Evaluation of the surface PM2.5 in Version 1 of the NASA MERRA Aerosol Reanalysis over the United States;Buchard;Atmos. Environ.,2016

Cited by 78 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. Estimating 1-km PM2.5 concentrations based on a novel spatiotemporal parallel network STMSPNet in the Beijing-Tianjin-Hebei region;Atmospheric Environment;2024-12

2. Spatial and temporal variation of PM2.5 and the influence of vegetation in the Yangtze River Delta region;Atmospheric Pollution Research;2024-11

3. Tracking hourly PM2.5 using geostationary satellite sensor images and multiscale spatiotemporal deep learning;International Journal of Applied Earth Observation and Geoinformation;2024-11

4. Near-real-time hourly PM2.5 prediction over East Asia using geostationary satellite products and machine learning;Atmospheric Environment;2024-10

5. Enhanced PM2.5 estimation across China: An AOD-independent two-stage approach incorporating improved spatiotemporal heterogeneity representations;Journal of Environmental Management;2024-09

同舟云学术

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