Unstructured Cellular Automata in Ecohydraulics Modelling

Yuqing Lin (Autor)

Buch | Hardcover

134 Seiten

2018
CRC Press (Verlag)
978-1-138-38161-2 (ISBN)

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The field of ecohydraulics integrates hydrodynamic and eco-dynamic processes. While hydrodynamic processes are usually well described by partial differential equations (PDE’s) based on physical conservation principles, ecosystem dynamics often involve specific interactions at the local scale. Because of this, Cellular Automata (CA) are a viable paradigm in ecosystem modelling. All cells in a CA system update their states synchronously at discrete steps according to simple local rules. The classical CA configuration consists of uniformly distributed cells on a structured grid. But in the field of hydrodynamics, the use of unstructured grids has become more and more popular due to its flexibility to handle arbitrary geometries.

The main objective of this research is to identify whether the CA paradigm can be extended to unstructured grids. To that end the concept of Unstructured Cellular Automata (UCA) is developed and various UCA configurations are explored and their performance investigated. The influence of cell size was analyzed in analogy with the Finite Volume Method. A characteristic parameter —min distance of UCA– was put forward and tested by numerical experiments. Special attention was paid to exploring the analogies and differences between the discrete CA paradigm and discrete numerical approximations for solving PDE’s. The practical applicability of UCA in ecohydraulics modelling is explored through a number of case studies and compared with field measurements.

Ms. Yuqing LIN is from China and obtained her Master of Science degree in Hydroinformatics (with distinction) in 2008 at UNESCO-IHE in Delft, the Netherlands. She continued as a fulltime PhD fellow at Deltares, Delft University of Technology and UNESCO-IHE, conducting her research on ‘Unstructured Cellular Automata in Ecohydraulics Modelling’. Her research interests include: mathematical modelling, ecohydraulics, unstructured cellular automata and environmental hydroinformatics.

Chapter 1: Introduction

Chapter 2: The modelling paradigm of classical cellular automata

Chapter 3: The modelling paradigm of unstructured cellular automata

Chapter 4: Computational theory of unstructured cellular automata

Chapter 5: Unstructured cellular automata for ecological modelling

Chapter 6: Spatial evolution of benthonic macro-invertebrate under flow regulation using hybrid modelling

Chapter 7: Individual-based and spatial-based unstructured cellular automata applications in aquatic ecosystems

Chapter 8: Conclusions and recommendations

Erscheinungsdatum	19.03.2019
Reihe/Serie	IHE Delft PhD Thesis Series
Verlagsort	London
Sprache	englisch
Maße	174 x 246 mm
Gewicht	400 g
Themenwelt	Naturwissenschaften ► Biologie ► Botanik
	Naturwissenschaften ► Biologie ► Ökologie / Naturschutz
	Naturwissenschaften ► Geowissenschaften ► Hydrologie / Ozeanografie
	Weitere Fachgebiete ► Land- / Forstwirtschaft / Fischerei
ISBN-10	1-138-38161-6 / 1138381616
ISBN-13	978-1-138-38161-2 / 9781138381612
Zustand	Neuware