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Singular Spectrum Analysis for Noise Reduction and Feature Extraction in Hybrid Deep Learning Models: Integrating Meteorological Variables for Improved SGI Predictions

Crossref DOI link: https://doi.org/10.1007/s00024-025-03764-5

Published Online: 2025-06-26

Published Print: 2025-08

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Koç, Erdal

Katipoğlu, Okan Mert https://orcid.org/0000-0001-6421-6087
Funding

Funding for this research was provided by:

Erzincan Binali Yildirim University
License Information

Text and Data Mining valid from 2025-06-26

Version of Record valid from 2025-06-26
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Article History

Received: 18 February 2025

Revised: 24 May 2025

Accepted: 16 June 2025

First Online: 26 June 2025

Declarations

:

: The authors declare no competing interests.

: We confirm that this article is original research.

: All the authors read and approved the final version of the manuscript.

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