Document is current

Article History

Accepted: 30 August 2024

First Online: 28 September 2024

Declarations

:

: No conflicts of interest exist among the authors that could influence the interpretation or presentation of the findings in this manuscript. Any potential conflicts, whether financial, personal, or professional, have been disclosed.

: We confirm that this manuscript has not been published elsewhere and is not under consideration for publication in any other journal.

: No human subjects were directly involved, and therefore, informed consent was not required. For the acquisition of satellite imagery or other remotely sensed data, we complied with the terms of use and licensing agreements provided by the respective data providers. The methodology involving machine learning algorithms was conducted with careful consideration to ensure fairness, transparency, and accountability. We employed best practices in model development and evaluation to minimize biases and optimize performance.