混合气候预测：变分模式分解和具有长期短时记忆的卷积神经网络

IF 1.4 4区环境科学与生态学 Q4 ENVIRONMENTAL SCIENCES

Polish Journal of Environmental Studies Pub Date : 2023-11-27 DOI:10.15244/pjoes/172756

Huimin Han, S. Bazai, M. Bhatti, Abdul Basit, Abdul Wahid, U. Bhatti, Y. Ghadi, Abdulmohsen Algarni

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引用次数: 0

摘要

近年来，臭氧（O 3 ）污染已成为城市空气质量的重大威胁。精确有效地预测臭氧水平是缓解和管理臭氧污染的基础。尽管空气质量监测网络可提供有用的多源污染物浓度数据，用于预测

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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Hybrid Climate Forecasting: Variational Mode Decomposition and Convolutional Neural Network with Long-Term Short Memory

Ozone (O 3 ) pollution has surfaced as a significant threat to urban air quality in contemporary years. The precise and efficient forecast of ozone levels is fundamental in the mitigation and management of ozone pollution. Even though the air quality monitoring network offers useful multi-source pollutant concentration data for predicting

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来源期刊

Polish Journal of Environmental Studies 环境科学-环境科学

CiteScore

3.10

自引率

11.10%

发文量

430

审稿时长

4 months

期刊介绍： One of the most important challenges facing the contemporary scientific world are problems connected with environmental protection. Intensive development of industry and agriculture has led to a rise in living standards on one hand, but an increase in environmental degradation on the other. This degradation poses a direct threat to human health and life. Solving these ever-increasing problems which seriously endanger our civilization require the united efforts of scientists and field researchers of many branches. The "Polish Journal of Environmental Studies" publishes original papers and critical reviews on the following subjects: -Basic and applied environmental pollution research, including environmental engineering -Pollution control of atmospheric, water (marine and fresh), soil and biological materials -Determination of harmful substances, including their metabolic breakdown patterns -Analytical methods for metabolic breakdown patterns or other chemical degradation patterns in the environment and in biological samples -Development of new analytical methods, instruments and techniques for controlling pollutants -Circulation of pollutants in the environment and their effect on living organisms -Environmentally oriented catalysis -Hazards to human health and safety -Waste utilization and management -Land reclamation -Conference reports, scientific and technical reports and book reviews