Abstract
The city of Tangier, the ultimate economic hub and tourist destination, has experienced in recent decades various changes and dynamics of land use including the establishment of industrial and tourism units and the redevelopment of the port of the city port of pleasure.
A diachronic remote sensing study was carried out on multispectral Spot images of 1995 and 2005 and on a Sentinel2 image of 2018. It aims to follow the urban sprawl at the scale of the agglomeration of Tangier and more particularly on coastal municipalities of the city to measure the impact of anthropogenic pressure and the artificialization of coastal areas on the stability of the coastline and the exposure to the risks of erosion and marine submersion.
For each of the dates, multispectral indices (NDVI, MNDWI, …) were gathered in a decision tree for a hierarchical classification by association of spectral bands at thresholds deduced empirically from their histograms. The built class thus extracted shows that littoralization has tripled since 1995 until 2018.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Afirat, R.: Planification Urbaine Et Défis De La Croissance Des Villes Atelier-Gouvernance-Urbaine (2014)
Aguejdad, R.: Étalement urbain et évaluation de son impact sur la biodiversité, de la reconstitution des trajectoires à la modélisation prospective. Application à une agglomération de taille moyenne: Rennes Métropole, Rennes, Université de Rennes II, Thèse de doctorat en Géographie (2009)
Banque mondiale «Competitive Cities for Jobs and Growth: What, Who, and How». Rapport enquête, décembre 2015
Barbe E., Mering, C., Weber, C., Gadal, S., Houet, T., Mallet, C., Puissant, A.: Chapitre 1. La mesure et les tendances de l’artificialisation des sols. In: Béchet, B., Le Bissonnais, Y., Ruas, A., Aguilera, A., André, M., Andrieu, H., Ay, J.-S., Baumont, C., Barbe, E., Beaudet-Vidal, L., Belton-Chevallier, L., Berthier, E., Billet, Ph., Bonin, O., Cavailhès, J., Chancibault, K., Cohen, M., Coisnon, T., Colas, R., Cornu, S., Cortet, J., Dablanc, L., Darly, S., Delolme, C., Fack, G., Fromin, N., Gadal, S., Gauvreau, B., Géniaux, G., Gilli, F., Guelton, S., Guérois, M., Hedde, M., Houet, T., Humbertclaude, S., Jolivet, L., Keller, C., Le Berre, I., Madec, P., Mallet, C., Marty, P., Mering, C., Musy, M., Oueslati, W., Paty, S., Polèse, M., Pumain, D., Puissant, A., Riou, S., Rodriguez, F., Ruban, V., Salanié, J., Schwartz, C., Sotura, A., Thébert, M., Thévenin, T., Thisse, J., Vergnès, A., Weber, C., Werey, C., Desrousseaux, M.: Sols artificialisés et processus d’artificialisation des sols, Déterminants, impacts et leviers d’action. INRA, France (2017). 609 p.
Benediktsson, J.A., Pesaresi, M., Arnason, K.: Classification and feature extraction for remote sensing images from urban areas based on morphological transformations. IEEE Trans. Geosci. Remote Sens. 41(9), 1940–1949 (2003). https://doi.org/10.1109/tgrs.2003.814625
Bianchin, A., Bravin, L.: Remote sensing and urban analysis. In: Gervasi, O., Murgante, B. (eds.) Computational Science and Its Applications - Iccsa 2008. Lecture Notes in Computer Science, vol. 1, pp. 300–315. Springer, Berlin (2008)
Braun, M., Herold, M.: Mapping imperviousness using NDVI and linear spectral unmixing of ASTER data in the Cologne-Bonn region (Germany). In: Remote Sensing. SPIE, Barcelona (2004). 11 p. http://dx.doi.org/10.1117/12.510978
Conseil Economique Social et Environnemental (CESE): Réussir la transition vers des villes durables, Auto-saisine n°32/2017 (2017)
Chaibi, M., Sedrati, M.: Coastal erosion induced by human activities: the case of two embayed beaches on the Moroccan coast. J. Coast. Res. 1184 – 1188 (2009). SI 56 (Proceedings of the 10th International Coastal Symposium), Lisbon, Portugal, ISSN 0749-0258
Chakri, M.S.: Le Plan d’Aménagement Urbain de Tanger. Document de Débat (2016)
Dalla Mura, M., Benediktsson, J.A., Waske, B., Bruzzone, L.: Morphological attribute profiles for the analysis of very high resolution images. IEEE Trans. Geosci. Remote Sens. 48(10), 3747–3762 (2010). https://doi.org/10.1109/tgrs.2010.2048116
El Abdellaoui, J., Ozer, A.: Etude diachronique et historique de l’évolution du trait de côte de la baie de Tanger. Rev. Télédétect. 7, 157–171 (2007)
El Arrim, A., Maatouk, M., El Moumni, B., Afailal-Tribak, A., El Khachani, H.: Le littoral de la baie de Tanger (Rif Nord Occidental-Maroc): sedimentologie, geochimie et impact de la dynamique sedimentaire. Trav. Inst. Sci. Rabat Ser. Geol. Geogr. Phys. 21, 215–223 (2003)
Hassan, M.M., Nazem, M.N.I.: Examination of land use/land cover changes, urban growth dynamics, and environmental sustainability in Chittagong city, Bangladesh. Environ. Dev. Sustain. 18(3), 697–716 (2016). https://doi.org/10.1007/s10668-015-
Le Tellier, J.: Les recompositions territoriales dans le Maroc du Nord. Dynamiques urbaines dans la péninsule tingitane et gouvernance des services de base à Tanger et à Tétouan (Maroc). L’inclusion des quartiers pauvres à travers l’accès aux transports et à l’eau potable. Thèse Géographie. Université de Provence - Aix-Marseille I (2006)
Liu, G., Wang, J., Ma, L., Gao, W.: Research on extraction method of urban impervious surface information. In: 23rd International Conference on Geoinformatics, January 2016. http://dx.doi.org/10.1109/geoinformatics.2015.7378600
Ma, Y.L., Xu, R.S.: Remote sensing monitoring and driving force analysis of urban expansion in Guangzhou City, China. Habit. Int. 34(2), 228–235 (2010). https://doi.org/10.1016/j.habitatint.2009.09.007
Pesaresi, M., Benediktsson, J.A.: A new approach for the morphological segmentation of high-resolution satellite imagery. IEEE Trans. Geosci. Remote Sens. 39(2), 309–320 (2001). https://doi.org/10.1109/36.905239
Roychowdhury, K.: Comparison between spectral, spatial and polarimetric classification of urban and periurban landcover using temporal Sentinel - 1 Images. Int. Arch. Photogr. Remote Sens. Spat. Inf. Sci. - ISPRS Arch. 789–796 (2016). http://dx.doi.org/10.5194/isprsarchives-XLI-B7-789-2016
Sedrati, M., Anthony, E.J.: A brief overview of plan-shape disequilibrium in embayed beaches: Tangier bay (Morocco). Méditerranée 108, 125–130 (2007)
Sedrati, M., Raissouni, A., El arrim, A.: Coastal dynamics and rehabilitation – Tangier Bay, northern Morocco case. In: Proceeding Littoral 2004, Aberdeen, Scotland, UK, pp. 721–722. Cambridge University Publications (2004)
Snoussi. M, Long, B.: Historique de l’évolution de la baie de Tanger et tentatives de réhabilitation. Ciesm Workshop Séries N° 18, Monaco, pp. 43–47 (2002)
Tao, S., Hu, D.Y., Ye, Z.W. : Urban land cover information extraction combining spectral feature and oriented-object analysis. In: Joint Urban Remote Sensing Event, vol. 1–3. IEEE, New York (2009)
Wieland, M., Pittore, M.: Large-area settlement pattern recognition from Landsat-8 data. Isprs J. Photogr. Remote Sens. 119, 294–308 (2016). https://doi.org/10.1016/j.isprsjprs.2016.06.010
Zhang, Y., Guindon, B., Li, X.W., Lantz, N., Sun, Z.C.: Target-driven extraction of built-up land changes from high-resolution imagery. J. Appl. Remote Sens. 8, 084594 (2014). https://doi.org/10.1117/1.jrs.8.084594
Zhang, Z.X., Li, N., Wang, X., Liu, F., Yang, L.P.: A comparative study of urban expansion in Beijing, Tianjin and Tangshan from the 1970s to 2013. Remote Sens. 8(6), 496 (2016). https://doi.org/10.3390/rs8060496
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2020 Springer Nature Switzerland AG
About this paper
Cite this paper
Wahbi, M., Boulaassal, H., Maatouk, M., El Kharki, O., Yazidi Alaoui, O. (2020). Monitoring the Urban Sprawl of the City of Tangier from Spot and Sentinel2 Images. In: Ezziyyani, M. (eds) Advanced Intelligent Systems for Sustainable Development (AI2SD’2019). AI2SD 2019. Advances in Intelligent Systems and Computing, vol 1104. Springer, Cham. https://doi.org/10.1007/978-3-030-36671-1_40
Download citation
DOI: https://doi.org/10.1007/978-3-030-36671-1_40
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-36670-4
Online ISBN: 978-3-030-36671-1
eBook Packages: Intelligent Technologies and RoboticsIntelligent Technologies and Robotics (R0)