Top

Natural Computing

Published in:

20-09-2017

Shoreline evolution: GIS, remote sensing and cellular automata modelling

Authors: A. Seghir, O. Marcou, S. El Yacoubi

Published in: Natural Computing | Issue 3/2018

Activate our intelligent search to find suitable subject content or patents.

search-config

AI-assisted search

Off

Abstract

The evolution and more particularly the erosion of the coasts morphology is an important environmental subject. Both the study of the actual evolution of coasts via digital tools and their modelling for the sake of prediction are necessary. A study of the evolution of a section of the Algerian coastline with a geographical information system shows that erosion is the main factor for the shoreline evolution, in the absence of structures consolidating the beaches. Therefore, a qualitative numerical model of the erosion of a coastline is proposed. It relies on a coupling between a cellular automata sedimentation model and a bi-fluid hydrodynamical model based on the Lattice Boltzmann method. The current model is two-dimensional and simulates a cross-section of a virtual coastline. The virtual coastline exhibits a gradual erosion by the water, whose speed depends on the kind of perturbation applied on the water level.

previous article Simulations of flow-like landslides invading urban areas: a cellular automata approach with SCIDDICA

next article A tutorial on multiobjective optimization: fundamentals and evolutionary methods

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

über 102.000 Bücher
über 537 Zeitschriften

aus folgenden Fachgebieten:

Automobil + Motoren
Bauwesen + Immobilien
Business IT + Informatik
Elektrotechnik + Elektronik
Energie + Nachhaltigkeit
Finance + Banking
Management + Führung
Marketing + Vertrieb
Maschinenbau + Werkstoffe
Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

über 67.000 Bücher
über 390 Zeitschriften

aus folgenden Fachgebieten:

Automobil + Motoren
Bauwesen + Immobilien
Business IT + Informatik
Elektrotechnik + Elektronik
Energie + Nachhaltigkeit
Maschinenbau + Werkstoffe

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

über 67.000 Bücher
über 340 Zeitschriften

aus folgenden Fachgebieten:

Bauwesen + Immobilien
Business IT + Informatik
Finance + Banking
Management + Führung
Marketing + Vertrieb
Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

Aidun CK, Clausen JR (2010) Lattice-Boltzmann method for complex flows. Annu Rev Fluid Mech 42:439–472MathSciNetCrossRefMATH

Avolio MV, Calidonna CR, Delle Rose M, Di Gregorio S, Lupiano V, Pagliara TM, Sempreviva AM (2012) A cellular automata model for soil erosion by water. In: Proceedings of ACRI 2012, Springer, Berlin, Heidelberg, vol LCNS 7495, pp 273–278

Benzi R, Succi S, Vergassola M (1992) The lattice Boltzmann equation: theory and applications. Phys Rep 222:145–197CrossRef

Bhatnager P, Gross E, Krook M (1954) A model for collision process in gases. Phys Rev 94:511CrossRef

Bordins P (2002) SIG: concepts, outils et données. Lavoisier, Cachan

Calidonna CR, Di Gregorio S, Gullace F, Gull D, Lupiano V (2016) Rusica initial implementations: simulation results of sandy shore evolution in Porto Cesareo, Italy. In: AIP conference proceedings, vol 1738(1), pp 480103. doi:10.1063/1.4952339

Chen S, Doolen G (1998) Lattice Boltzmann method for fluid flows. Ann Rev Fluid Mech 30:329–364MathSciNetCrossRef

Chopard B, Droz M (1998) Lattice-gas cellular automata and lattice Boltzmann models: an introduction. Cambridge University Press, CambridgeMATH

Chopard B, Luthi P, Masselot A, Dupuis A (2002) Cellular automata and lattice Boltzmann techniques: an approach to model and simulate complex systems. Adv Complex Syst 5–2:103–242MathSciNetCrossRefMATH

Coulthard TJ, Hicks DM, Wiel MJVD (2007) Cellular modelling of river catchments and reaches: advantages, limitations and prospects. Geomorphology 90:192–207CrossRef

Dagorne A (1970) Remarques préliminaires sur la sédimentation pré-littorale en baie de Bou-Ismail (Ouest Alger). Ann algériens de géographie 7:73–78

D’Ambrosio D, Gregorio SD, Gabriele S, Gaudio R (2001) A cellular automata model for soil erosion by water. Phys Chem Earth Part B Hydrol Oceans Atmos 26(1):33–39CrossRef

Dearing JA, Richmond N, Plater AJ, Wolf J, Prandle D, Coulthard TJ (2006) Modelling approaches for coastal simulation based on cellular automata: the need and potential. Phil Trans R Soc A 364:1051–1071CrossRef

Ginzburg I (2005) Equilibrium-type and link-type lattice Boltzmann models for generic advection and anisotropic-dispersion equation. Adv Water Resour 28(11):1171–1195CrossRef

Ginzburg I (2007) Lattice Boltzmann modeling with discontinuous collision components: hydrodynamic and advection–diffusion equations. J Stat Phys 126–1:157–206MathSciNetCrossRefMATH

Ginzburg I, Steiner K (2003) Lattice Boltzmann model for free-surface flow and its application to filling process in casting. J Comp Phys 185:61–99MathSciNetCrossRefMATH

Hawick KA (2014) Modelling flood incursion and coastal erosion using cellular automata simulations. In: Proceedings of IASTED international conference on environmental management and engineering, IASTED, Banff, Canada, pp 1–8. URL http://www.hull.ac.uk/php/466990/csi/reports/0007/csi-0007.html

He X, Zou Q (1995) Analysis and boundary condition of the lattice Boltzmann BGK model with two velocities components. Los Alamos preprint, LA-UR-95-2293

Körner C, Pohl T, Rüde U, Thürey N, Hofmann T (2004) Lattice Boltzmann methods with free surfaces and their application in material technology. Technical report, Friedrich-Alexander-Universität Erlangen-Nürnberg—Institüt Fur Informatik (Mathematische Maschinen und Datenverarbeitung)

Körner C, Thies M, Hofmann T, Thürey N, Rüde U (2005) Lattice Boltzmann model for free surface flow for modeling foaming. J Stat Phys 121(1–2):179–196

Lätt J (2007) Hydrodynamic limit of lattice Boltzmann equations. Ph.D. thesis, University of Geneva, Switzerland. URL http://www.unige.ch/cyberdocuments/theses2007/LattJ/meta.html

Lätt J, Chopard B, Malaspinas O, Deville M, Michler A (2008) Straight velocity boundaries in the lattice Boltzmann method. Phys Rev E 77:056703CrossRef

Luo W (2001) Landsap: a coupled surface and subsurface cellular automata model for landform simulation. Comput Geosci 27:363–367CrossRef

Marcou O, El Yacoubi S, Chopard B (2006) A bi-fluid lattice Boltzmann model for water flow in an irrigation channel. In: Proceedings of ACRI 2006, Springer, pp 373–382

Marcou O, Chopard B, El Yacoubi S (2007) Modeling of irrigation canals: a comparative study. Int J Mod Phys C 18(4):739–748CrossRefMATH

Marcou O, Chopard B, El Yacoubi S, Hamroun B, Lefèvre L, Mendes E (2010) A lattice Boltzmann model for the simulation of flows in open channels with applications to flows in a submerged sluice gate. J Irrig Drain Eng 136(12):809–822. URL https://hal.archives-ouvertes.fr/hal-00580892

Marcou O, Chopard B, El Yacoubi S, Hamroun B, Mendes E, Lefèvre L (2013) A lattice Boltzmann model to study sedimentation phenomena in irrigation canals. Commun Comput Phys 13:880–899CrossRef

Mennad M (2008) Approche des systèmes d’information géographique (SIG) pour l’analyse spatio-temporelle de la pollution marine des eaux côtières. Application à la baie d’Alger. Ph.D. thesis, Université des Sciences et de la Technologie Houari Boumediène

Succi S (2001) The lattice Boltzmann equation, for fluid dynamics and beyond. Oxford University Press, OxfordMATH

Sukop M, Thorne D (2005) Lattice Boltzmann modeling: an introduction for geoscientists and engineers. Springer, Berlin

Wolf-Gladrow DA (2000) Lattice-gas cellular automata and lattice Boltzmann models: an introduction. Lecture notes in mathematics. Springer, BerlinCrossRefMATH

Yuan L (2008) A soil erosion model based on cellular automata. Int Arch Photogramm Remote Sens Spat Inf Sci 37(B6b):21–26

Title: Shoreline evolution: GIS, remote sensing and cellular automata modelling
Authors: A. Seghir
O. Marcou
S. El Yacoubi
Publication date: 20-09-2017
Publisher: Springer Netherlands
Published in: Natural Computing / Issue 3/2018
Print ISSN: 1567-7818
Electronic ISSN: 1572-9796
DOI: https://doi.org/10.1007/s11047-017-9638-x

Springer Professional

Abstract

Please log in to get access to your license.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Springer Professional "Technik"

Springer Professional "Wirtschaft"

Other articles of this Issue 3/2018

Decentralized estimation of forest fire spread using reactive and cognitive mobile sensors

A tutorial on multiobjective optimization: fundamentals and evolutionary methods

A portfolio of classification problems by one-dimensional cellular automata, over cyclic binary configurations and parallel update

GTVcut for neuro-radiosurgery treatment planning: an MRI brain cancer seeded image segmentation method based on a cellular automata model

An improved particle swarm optimization algorithm based on comparative judgment

Toward a boundary regional control problem for Boolean cellular automata

Premium Partner