Three-hourly PM2.5 and O3 concentrations prediction based on time series decomposition and LSTM model with attention mechanism
Author:
Publisher
Elsevier BV
Subject
Atmospheric Science,Pollution,Waste Management and Disposal
Reference54 articles.
1. Land-use/cover classification in a heterogeneous coastal landscape using RapidEye imagery: evaluating the performance of random forest and support vector machines classifiers;Adam;Int. J. Rem. Sens.,2014
2. Air pollutants concentrations forecasting using back propagation neural network based on wavelet decomposition with meteorological conditions;Bai;Atmos. Pollut. Res.,2016
3. Ozone and heavy metals from automobile catalytic converters;Ballach;Environ. Sci. Pollut. Control Ser.,1997
4. Recursive neural network model for analysis and forecast of PM10 and PM2. 5;Biancofiore;Atmos. Pollut. Res.,2017
5. Random forests;Breiman;Mach. Learn.,2001
Cited by 5 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. Multi-step ozone concentration prediction model based on improved secondary decomposition and adaptive kernel density estimation;Process Safety and Environmental Protection;2024-10
2. Air pollutant removal performance using a BiLSTM-based demand-controlled ventilation method after tunnel blasting;Journal of Wind Engineering and Industrial Aerodynamics;2024-10
3. A Deep Forest Algorithm Based on TropOMI Satellite Data to Estimate Near-Ground Ozone Concentration;Atmosphere;2024-08-23
4. Improvement of the ozone forecast over Beijing through combining the chemical transport model with multiple machine learning methods;Atmospheric Pollution Research;2024-08
5. Forecasting daily PM2.5 concentrations in Wuhan with a spatial-autocorrelation-based long short-term memory model;Atmospheric Environment;2024-08
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