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Temporal Evolution, Oscillation and Coherence Characteristics Analysis of Global Solar Radiation Distribution in Major Cities in China's Solar-Energy-Available Region Based on Continuous Wavelet Transform.

Authors :
Xue, Haowen
Li, Guoxin
Qi, Dawei
Ni, Haiming
Source :
Applied Sciences (2076-3417); Jun2024, Vol. 14 Issue 11, p4794, 17p
Publication Year :
2024

Abstract

Featured Application: The findings of this study can serve as a valuable reference for the cross-regional integration and optimal utilization of energy resources. Simultaneously, they also contribute to enhancing the accuracy of global solar radiation forecasting by integrating meteorological data and air quality conditions. The majority of the energy required for human survival is derived either directly or indirectly from solar radiation, thus it is important to investigate the periodic fluctuations in global solar radiation over time. In this study, six cities—Harbin, Shenyang, Beijing, Shanghai, Wuhan, and Guangzhou—located in the utilizable areas of solar energy in China, were selected, and the periodicity of the daily global solar radiation of these six cities with time were investigated by means of wavelet power spectrum analysis. Furthermore, Harbin, which has the lowest monthly average of global solar radiation in the cold of winter, was selected to explore the temporal evolution relationship between global solar radiation and other meteorological factors, and air quality factors by wavelet coherence analysis. Among the meteorological factors, the correlation between global solar radiation and sunshine duration exhibits the highest level of consistency. Global solar radiation demonstrates a positive association with atmospheric temperature/wind speed/precipitation over the annual cycle. Conversely, it displays a negative correlation with atmospheric pressure during this time frame. Additionally, on shorter timescales, global solar radiation is negatively correlated with air humidity and precipitation. Among air quality factors, the relationship between global solar radiation and CO/NO<subscript>2</subscript>/O<subscript>3</subscript>/PM<subscript>2.5</subscript>/PM<subscript>10</subscript>/SO<subscript>2</subscript> primarily manifests in the broader annual cycle time scale. Within this context, global solar radiation shows a positive correlation with O<subscript>3</subscript>, while displaying negative associations with the other five air quality indicators. These findings contribute to urban environmental planning and the effective management and utilization of solar radiation, thereby providing valuable insights to guide the future development of cross-regional comprehensive energy utilization projects under diverse climatic and geographical conditions. Additionally, they serve as a reference for subsequent research aimed at enhancing the accuracy of global solar radiation prediction models. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
20763417
Volume :
14
Issue :
11
Database :
Complementary Index
Journal :
Applied Sciences (2076-3417)
Publication Type :
Academic Journal
Accession number :
177853106
Full Text :
https://doi.org/10.3390/app14114794