Transformer-based ozone multivariate prediction considering interpretable and priori knowledge: A case study of Beijing, China
Author:
Publisher
Elsevier BV
Reference42 articles.
1. Prediction of ozone concentration in ambient air using multilinear regression and the artificial neural networks methods;Arsic;Ozone Sci. Eng.,2020
2. A Geo-AI-based ensemble mixed spatial prediction model with fine spatial-temporal resolution for estimating daytime/nighttime/daily average ozone concentrations variations in Taiwan;Babaan;J. Hazard Mater.,2023
3. Extreme gradient boosting model to estimate PM2.5 concentrations with missing-filled satellite data in China;Chen;Atmos. Environ.,2019
4. A hybrid CNN-Transformer model for ozone concentration prediction;Chen;Air Quality Atmosphere and Health,2022
5. Estimation of near-surface ozone concentration and analysis of main weather situation in China based on machine learning model and Himawari-8 TOAR data;Chen;Sci. Total Environ.,2023
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