Spatio-temporal monitoring of non-regulatory settlements using remote sensing and machine learning: A case study of Bni Makada, Tangier, northern Morocco

Urban expansion is frequently accompanied by the proliferation of informal or non-regulatory constructions, which pose major challenges to sustainable land management. Remote sensing combined with machine learning (ML) provides a robust framework for monitoring such dynamics over space and time. Thi...

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Principais autores:	Amal AFFOURI, El Houssine BAHOUSSE, Miriam WAHBI, Hakim BOULAASSAL, Otman ALAOUI YAZIDI, Omar EL KHARKI, Mustapha MAATOUK
Formato:	Artigo
Idioma:	Inglês
Publicado em:	Elsevier 2026-06-01
coleção:	Egyptian Journal of Remote Sensing and Space Sciences
Assuntos:	Remote sensing Sentinel-2 Machine learning Non-regulatory habitats Urban monitoring Morocco
Acesso em linha:	http://www.sciencedirect.com/science/article/pii/S1110982326000335
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