Skip to main content

Advertisement

Log in

Wavelet analysis of impact of renewable energy consumption and technological innovation on CO2 emissions: evidence from Portugal

  • Research Article
  • Published:
Environmental Science and Pollution Research Aims and scope Submit manuscript

Abstract

This paper uncover a new perception of the dynamic interconnection between CO2 emission and economic growth, renewable energy use, trade openness, and technological innovation in the Portuguese economy utilizing innovative Morlet wavelet analysis. The research applied continuous wavelet transform, wavelet correlation, the multiple and partial wavelet coherence, and frequency domain causality analyses are applied on variables of investigation using dataset between 1980 and 2019. The result of these analyses disclosed that the interconnection among the indicators progresses over time and frequency. The present analysis finds notable wavelet coherence and significant lead and lag interconnections in the frequency domain, while conflicting relationships among the variables are found in the time domain. The wavelet analysis according to economic viewpoint affirms that renewable energy consumption helps to curb CO2 while trade openness, technological innovation, and economic growth contribute to CO2. The outcomes also proposed that renewable energy consumption decreases CO2 in medium and long run in Portugal. Therefore, policymakers in Portugal should stimulate investment in renewable energy sources, establish restrictive laws, and enhance energy innovation.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1

source in Portugal. Source: (IEA, 2021a)

Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7
Fig. 8
Fig. 9

Similar content being viewed by others

Data availability

Data is readily available at the request from the corresponding author.

References

Download references

Author information

Authors and Affiliations

Authors

Contributions

Tomiwa Sunday Adebayo and Rjoub Husam: Conceptualization, Supervision, Writing—review and editing. Tomiwa Sunday Adebayo: Methodology, Software. Ibrahim Adeshola and Seun Damola Oladipupo: Conceptualization, Investigation, Resource, Writing—review and editing.

Corresponding author

Correspondence to Tomiwa Sunday Adebayo.

Ethics declarations

Ethics approval.

This research complies with internationally accepted standards for research practice and reporting.

Consent to participate.

Not applicable.

Consent for publication.

Not applicable.

Competing interests

The authors declare no competing interests.

Additional information

Responsible Editor: Ilhan Ozturk

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Adebayo, T., Oladipupo, S., Adeshola, I. et al. Wavelet analysis of impact of renewable energy consumption and technological innovation on CO2 emissions: evidence from Portugal. Environ Sci Pollut Res 29, 23887–23904 (2022). https://doi.org/10.1007/s11356-021-17708-8

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11356-021-17708-8

Keywords

Navigation