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Spatial Simulation - Exploring Pattern and Process (Paperback)
Loot Price: R1,485
Discovery Miles 14 850
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Spatial Simulation - Exploring Pattern and Process (Paperback)
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Total price: R1,495
Discovery Miles: 14 950
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A ground-up approach to explaining dynamic spatial modelling for an
interdisciplinary audience. Across broad areas of the environmental
and social sciences, simulation models are an important way to
study systems inaccessible to scientific experimental and
observational methods, and also an essential complement to those
more conventional approaches. The contemporary research literature
is teeming with abstract simulation models whose presentation is
mathematically demanding and requires a high level of knowledge of
quantitative and computational methods and approaches. Furthermore,
simulation models designed to represent specific systems and
phenomena are often complicated, and, as a result, difficult to
reconstruct from their descriptions in the literature. This book
aims to provide a practical and accessible account of dynamic
spatial modelling, while also equipping readers with a sound
conceptual foundation in the subject, and a useful introduction to
the wide-ranging literature. Spatial Simulation: Exploring Pattern
and Process is organised around the idea that a small number of
spatial processes underlie the wide variety of dynamic spatial
models. Its central focus on three building-blocks of dynamic
spatial models forces of attraction and segregation, individual
mobile entities, and processes of spread guides the reader to an
understanding of the basis of many of the complicated models found
in the research literature. The three building block models are
presented in their simplest form and are progressively elaborated
and related to real world process that can be represented using
them. Introductory chapters cover essential background topics,
particularly the relationships between pattern, process and
spatiotemporal scale. Additional chapters consider how time and
space can be represented in more complicated models, and methods
for the analysis and evaluation of models. Finally, the three
building block models are woven together in a more elaborate
example to show how a complicated model can be assembled from
relatively simple components. To aid understanding, more than 50
specific models described in the book are available online at
patternandprocess.org for exploration in the freely available
Netlogo platform. This book encourages readers to develop intuition
for the abstract types of model that are likely to be appropriate
for application in any specific context. Spatial Simulation:
Exploring Pattern and Process will be of interest to undergraduate
and graduate students taking courses in environmental, social,
ecological and geographical disciplines. Researchers and
professionals who require a non-specialist introduction will also
find this book an invaluable guide to dynamic spatial simulation.
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