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Optimizing Land Use/Land Cover Mapping Accuracy: A Comprehensive Analysis of Random Forest with Explainable Artificial Intelligence Based Feature Importance Analysis

Crossref DOI link: https://doi.org/10.1007/s12524-025-02229-5

Published Online: 2025-06-18

Published Print: 2025-11

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

Authors

Rihan, Mohd https://orcid.org/0000-0002-2533-8433
Talukdar, Swapan https://orcid.org/0000-0001-6680-9791
Naikoo, Mohd Waseem https://orcid.org/0000-0001-5779-9325
Islam, Md Rejaul

Shahfahad, https://orcid.org/0000-0001-5868-1062
Rahman, Atiqur https://orcid.org/0000-0002-9001-5059
License Information

Text and Data Mining valid from 2025-06-18

Version of Record valid from 2025-06-18
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Article History

Received: 20 March 2025

Accepted: 3 May 2025

First Online: 18 June 2025

Declarations

:

: The authors declare that they have no competing of interest relevant to the content of this article.

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