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Monitoring rural-urban transformation in the coastal region of Rabat-Sale-Kenitra, Morocco

Worldwide urbanization drives rural-urban transformation (RUT) which has major consequences in many countries of the Global South where there is an urgent need to better understand and manage the underlying processes and consequences for ecosystem services. To fill existing knowledge gaps on the ext...

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Autores principales: Loulad, Safia, Nguyen, Thanh Thi, Simou, Mohamed Rabii, Rhinane, Hassan, Buerkert, Andreas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10470892/
https://www.ncbi.nlm.nih.gov/pubmed/37651348
http://dx.doi.org/10.1371/journal.pone.0290829
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author Loulad, Safia
Nguyen, Thanh Thi
Simou, Mohamed Rabii
Rhinane, Hassan
Buerkert, Andreas
author_facet Loulad, Safia
Nguyen, Thanh Thi
Simou, Mohamed Rabii
Rhinane, Hassan
Buerkert, Andreas
author_sort Loulad, Safia
collection PubMed
description Worldwide urbanization drives rural-urban transformation (RUT) which has major consequences in many countries of the Global South where there is an urgent need to better understand and manage the underlying processes and consequences for ecosystem services. To fill existing knowledge gaps on the extent and time course of RUT in Morocco, this study focused on (i) analyzing the spatial patterns of rural-urban transformation in the Rabat-Sale-Kenitra (RSK) region from 1972 to 2020, (ii) identifying key mechanisms of change, and (iii) defining the main driving forces behind the spatial transformation patterns. To this end, we processed data of the Landsat free archive, historical grayscale Corona images, and nighttime lights datasets on Google Earth Engine (GEE) using machine learning classifiers and LandTrendr spectral-temporal segmentation algorithms. With an overall accuracy (OA) ranging from 88–95%, the results revealed that during the study period the RSK region experienced a 473% growth of horizontal built-up reflected in an area increase from 63.4 km(2) to 299.9 km(2). The main changes occurred along the Kenitra-Rabat-Temara axis and in central cities connected to the main road network. The horizontal expansion of large and medium-sized cities led to the formation of a Rural-Urban Interface (RUI) on the outskirts. The urban sprawl of some cities has affected the surrounding rural lands within the RUI. Environmental, social, economic, and political forces have interacted in shaping the changes in rural-urban landscapes.
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spelling pubmed-104708922023-09-01 Monitoring rural-urban transformation in the coastal region of Rabat-Sale-Kenitra, Morocco Loulad, Safia Nguyen, Thanh Thi Simou, Mohamed Rabii Rhinane, Hassan Buerkert, Andreas PLoS One Research Article Worldwide urbanization drives rural-urban transformation (RUT) which has major consequences in many countries of the Global South where there is an urgent need to better understand and manage the underlying processes and consequences for ecosystem services. To fill existing knowledge gaps on the extent and time course of RUT in Morocco, this study focused on (i) analyzing the spatial patterns of rural-urban transformation in the Rabat-Sale-Kenitra (RSK) region from 1972 to 2020, (ii) identifying key mechanisms of change, and (iii) defining the main driving forces behind the spatial transformation patterns. To this end, we processed data of the Landsat free archive, historical grayscale Corona images, and nighttime lights datasets on Google Earth Engine (GEE) using machine learning classifiers and LandTrendr spectral-temporal segmentation algorithms. With an overall accuracy (OA) ranging from 88–95%, the results revealed that during the study period the RSK region experienced a 473% growth of horizontal built-up reflected in an area increase from 63.4 km(2) to 299.9 km(2). The main changes occurred along the Kenitra-Rabat-Temara axis and in central cities connected to the main road network. The horizontal expansion of large and medium-sized cities led to the formation of a Rural-Urban Interface (RUI) on the outskirts. The urban sprawl of some cities has affected the surrounding rural lands within the RUI. Environmental, social, economic, and political forces have interacted in shaping the changes in rural-urban landscapes. Public Library of Science 2023-08-31 /pmc/articles/PMC10470892/ /pubmed/37651348 http://dx.doi.org/10.1371/journal.pone.0290829 Text en © 2023 Loulad et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Loulad, Safia
Nguyen, Thanh Thi
Simou, Mohamed Rabii
Rhinane, Hassan
Buerkert, Andreas
Monitoring rural-urban transformation in the coastal region of Rabat-Sale-Kenitra, Morocco
title Monitoring rural-urban transformation in the coastal region of Rabat-Sale-Kenitra, Morocco
title_full Monitoring rural-urban transformation in the coastal region of Rabat-Sale-Kenitra, Morocco
title_fullStr Monitoring rural-urban transformation in the coastal region of Rabat-Sale-Kenitra, Morocco
title_full_unstemmed Monitoring rural-urban transformation in the coastal region of Rabat-Sale-Kenitra, Morocco
title_short Monitoring rural-urban transformation in the coastal region of Rabat-Sale-Kenitra, Morocco
title_sort monitoring rural-urban transformation in the coastal region of rabat-sale-kenitra, morocco
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10470892/
https://www.ncbi.nlm.nih.gov/pubmed/37651348
http://dx.doi.org/10.1371/journal.pone.0290829
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