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  3. Geografiske informationssystemer (GIS) og fjernanalyse

Agent-Based Modelling and Geographical Information Systems

- A Practical Primer
Af: Ed Manley, Andrew Crooks, Alison Heppenstall, Nick Malleson Engelsk Paperback

Agent-Based Modelling and Geographical Information Systems

- A Practical Primer
Af: Ed Manley, Andrew Crooks, Alison Heppenstall, Nick Malleson Engelsk Paperback
Tjek vores konkurrenters priser

This is the era of Big Data and computational social science. It is an era that requires tools which can do more than visualise data but also model the complex relation between data and human action, and interaction. Agent-Based Models (ABM) - computational models which simulate human action and interaction – do just that.

 

This textbook explains how to design and build ABM and how to link the models to Geographical Information Systems. It guides you from the basics through to constructing more complex models which work with data and human behaviour in a spatial context. All of the fundamental concepts are explained and related to practical examples to facilitate learning (with models developed in NetLogo with all code examples available on the accompanying website).  You will be able to use these models to develop your own applications and link, where appropriate, to Geographical Information Systems.

 
All of the key ideas and methods are explained in detail:

  • geographical modelling;
  • an introduction to ABM;
  • the fundamentals of Geographical Information Science;
  • why ABM and GIS;
  • using QGIS;
  • designing and building an ABM;
  • calibration and validation;
  • modelling human behavior.

An applied primer, that provides fundamental knowledge and practical skills, it will provide you with the skills to build and run your own models, and to begin your own research projects.

 
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Tjek vores konkurrenters priser
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Tjek vores konkurrenters priser

This is the era of Big Data and computational social science. It is an era that requires tools which can do more than visualise data but also model the complex relation between data and human action, and interaction. Agent-Based Models (ABM) - computational models which simulate human action and interaction – do just that.

 

This textbook explains how to design and build ABM and how to link the models to Geographical Information Systems. It guides you from the basics through to constructing more complex models which work with data and human behaviour in a spatial context. All of the fundamental concepts are explained and related to practical examples to facilitate learning (with models developed in NetLogo with all code examples available on the accompanying website).  You will be able to use these models to develop your own applications and link, where appropriate, to Geographical Information Systems.

 
All of the key ideas and methods are explained in detail:

  • geographical modelling;
  • an introduction to ABM;
  • the fundamentals of Geographical Information Science;
  • why ABM and GIS;
  • using QGIS;
  • designing and building an ABM;
  • calibration and validation;
  • modelling human behavior.

An applied primer, that provides fundamental knowledge and practical skills, it will provide you with the skills to build and run your own models, and to begin your own research projects.

 
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Se mere i:
Produktdetaljer
Sprog: Engelsk
Sider: 408
ISBN-13: 9781473958654
Indbinding: Paperback
Udgave:
ISBN-10: 1473958652
Kategori: Geografiske informationssystemer (GIS) og fjernanalyse
Udg. Dato: 27 dec 2018
Længde: 17mm
Bredde: 142mm
Højde: 239mm
Forlag: Sage Publications Ltd
Oplagsdato: 27 dec 2018
Forfatter(e): Ed Manley, Andrew Crooks, Alison Heppenstall, Nick Malleson
Forfatter(e) Ed Manley, Andrew Crooks, Alison Heppenstall, Nick Malleson

Kategori Geografiske informationssystemer (GIS) og fjernanalyse

ISBN-13 9781473958654

Sprog Engelsk

Indbinding Paperback

Sider 408

Udgave

Længde 17mm

Bredde 142mm

Højde 239mm

Udg. Dato 27 dec 2018

Oplagsdato 27 dec 2018

Forlag Sage Publications Ltd

Kategori sammenhænge