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Analyzing deforestation drivers in Somalia using machine learning and 2SLS with economic growth, population dynamics, renewable energy, and globalization

Crossref DOI link: https://doi.org/10.1007/s43621-025-02570-2

Published Online: 2026-01-07

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

Authors

Osman, Bashir Mohamed

Hassan, Ali Yusuf

Hassan, Abas Mohamed

Mohamed, Abdisalan Aden

Ali, Farhan Habib

Abdikani, Mohamed Yusuf
License Information

Text and Data Mining valid from 2026-01-07

Version of Record valid from 2026-02-04
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Article History

Received: 5 July 2025

Accepted: 29 December 2025

First Online: 7 January 2026

Declarations

:

: Not Applicable.

: All authors have read and approved the final version of the manuscript and consent to its publication in Discover Sustainability.

: The authors declare no competing interests.

: The authors declare that they have no competing interests or personal relationships that could have influenced the work reported in this paper.

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