Air Quality Forecasting Using Big Data and Machine Learning Algorithms

被引:0
|
作者
Koo, Youn-Seo [1 ]
Choi, Yunsoo [2 ]
Ho, Chang-Hoi [3 ,4 ]
机构
[1] Anyang Univ, Dept Environm & Energy Engn, Gyeonggi Do, South Korea
[2] Univ Houston, Dept Earth & Atmospher Sci, Houston, TX USA
[3] Seoul Natl Univ, Sch Earth & Environm Sci, Seoul, South Korea
[4] Ewha Womans Univ, Dept Climate & Energy Syst Engn, Seoul 03760, South Korea
关键词
D O I
10.1007/s13143-023-00347-z
中图分类号
P4 [大气科学(气象学)];
学科分类号
0706 ; 070601 ;
摘要
引用
收藏
页码:529 / 530
页数:2
相关论文
共 50 条
  • [31] Big Data and Machine Learning Driven Handover Management and Forecasting
    Vy, Le Luong
    Tung, Li-Ping
    Lin, Bao-Shuh Paul
    [J]. 2017 IEEE CONFERENCE ON STANDARDS FOR COMMUNICATIONS AND NETWORKING (CSCN), 2017, : 214 - 219
  • [32] PV Forecasting Using Support Vector Machine Learning in a Big Data Analytics Context
    Preda, Stefan
    Oprea, Simona-Vasilica
    Bara, Adela
    Belciu , Anda
    [J]. SYMMETRY-BASEL, 2018, 10 (12):
  • [33] Identification of high impact factors of air quality on a national scale using big data and machine learning techniques
    Ma, Jun
    Ding, Yuexiong
    Cheng, Jack C. P.
    Jiang, Feifeng
    Tan, Yi
    Gan, Vincent J. L.
    Wan, Zhiwei
    [J]. JOURNAL OF CLEANER PRODUCTION, 2020, 244 (244)
  • [34] FORECASTING OF CANOPY TEMPERATURES USING MACHINE LEARNING ALGORITHMS
    Andrade, Manuel A.
    O'Shaughnessy, Susan A.
    Evett, Steven R.
    [J]. JOURNAL OF THE ASABE, 2023, 66 (02): : 297 - 305
  • [35] Forecasting Mental Stress Using Machine Learning Algorithms
    Hossain, Elias
    Alazeb, Abdulwahab
    Almudawi, Naif
    Almakdi, Sultan
    Alshehri, Mohammed
    Faruque, M. Gazi Golam
    Rahman, Wahidur
    [J]. CMC-COMPUTERS MATERIALS & CONTINUA, 2022, 72 (03): : 4945 - 4966
  • [36] Wind Power Forecasting Using Machine Learning Algorithms
    Diop, Sambalaye
    Traore, Papa Silly
    Ndiaye, Mamadou Lamine
    [J]. PROCEEDINGS OF 2021 9TH INTERNATIONAL RENEWABLE AND SUSTAINABLE ENERGY CONFERENCE (IRSEC), 2021, : 128 - 133
  • [37] Understanding and forecasting hypoxia using machine learning algorithms
    Coopersmith, Evan Joseph
    Minsker, Barbara
    Montagna, Paul
    [J]. JOURNAL OF HYDROINFORMATICS, 2011, 13 (01) : 64 - 80
  • [38] Forecasting Solar Radiation: Using Machine Learning Algorithms
    Chaudhary, Pankaj
    Gattu, Rohith
    Ezekiel, Soundarajan
    Rodger, James Allen
    [J]. JOURNAL OF CASES ON INFORMATION TECHNOLOGY, 2021, 23 (04)
  • [39] Machine learning algorithms to forecast air quality: a survey
    Manuel Méndez
    Mercedes G. Merayo
    Manuel Núñez
    [J]. Artificial Intelligence Review, 2023, 56 : 10031 - 10066
  • [40] Machine learning algorithms to forecast air quality: a survey
    Mendez, Manuel
    Merayo, Mercedes G.
    Nunez, Manuel
    [J]. ARTIFICIAL INTELLIGENCE REVIEW, 2023, 56 (09) : 10031 - 10066