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Trends in spatial analysis and model...

Behnisch, Martin.

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Trends in spatial analysis and modelling = decision-support and planning strategies /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Trends in spatial analysis and modelling/ edited by Martin Behnisch, Gotthard Meinel.
Reminder of title:	decision-support and planning strategies /
other author:	Behnisch, Martin.
Published:	Cham :Springer International Publishing : : 2018.,
Description:	xiii, 214 p. :ill., digital ;24 cm.
[NT 15003449]:	Part 1: Towards a better understanding of settlements and infrastructure -- Chapter 1. Reverse engineering of land cover data: Machine learning for data replication in the spatial and temporal domains (Maclaurin) -- Chapter 2. Spatial analysis requires a different way of thinking: the problem of spatial heterogeneity (Jiang) -- Part 2: Geographic data mining -- Chapter 3: Survey on spatiotemporal and semantic data mining (Yuan) -- Chapter 4. Spatial clustering with SOM and GeoSOM (Bacao) -- Chapter 5. Spatial analysis with self-organizing neural networks: SPAWNN Toolkit (Hagenauer) -- Part 3: Spatial modelling, system dynamics and geosimulation -- Chapter 6. The evolution of the land development industry. An agent-based simulation model? (Modified re-print) (Almagor) -- Chapter 7. Dynamic relationships between human decision making and socio-natural systems (Koch) -- Chapter 8. Lessons and challenges in land change modelling derived from synthesis of cross-case comparisons (Gilmore Pontius Jr.) -- Part 4: Multi-scale representation and analysis -- Chapter 9. Applications of 3D city models for a better understanding of the built environment (Willenborg) -- Chapter 10. An automatic approach for generalization of land-cover data from topographic data (Thiemann) -- Chapter 11. Epilogue (Pumain)
Contained By:	Springer eBooks
Subject:	Data mining. -
Online resource:	http://dx.doi.org/10.1007/978-3-319-52522-8
ISBN:	9783319525228

Trends in spatial analysis and modelling = decision-support and planning strategies /
Trends in spatial analysis and modellingdecision-support and planning strategies /[electronic resource] :edited by Martin Behnisch, Gotthard Meinel. - Cham :Springer International Publishing :2018. - xiii, 214 p. :ill., digital ;24 cm. - Geotechnologies and the environment,v.192365-0575 ;. - Geotechnologies and the environment ;v.19..

Part 1: Towards a better understanding of settlements and infrastructure -- Chapter 1. Reverse engineering of land cover data: Machine learning for data replication in the spatial and temporal domains (Maclaurin) -- Chapter 2. Spatial analysis requires a different way of thinking: the problem of spatial heterogeneity (Jiang) -- Part 2: Geographic data mining -- Chapter 3: Survey on spatiotemporal and semantic data mining (Yuan) -- Chapter 4. Spatial clustering with SOM and GeoSOM (Bacao) -- Chapter 5. Spatial analysis with self-organizing neural networks: SPAWNN Toolkit (Hagenauer) -- Part 3: Spatial modelling, system dynamics and geosimulation -- Chapter 6. The evolution of the land development industry. An agent-based simulation model? (Modified re-print) (Almagor) -- Chapter 7. Dynamic relationships between human decision making and socio-natural systems (Koch) -- Chapter 8. Lessons and challenges in land change modelling derived from synthesis of cross-case comparisons (Gilmore Pontius Jr.) -- Part 4: Multi-scale representation and analysis -- Chapter 9. Applications of 3D city models for a better understanding of the built environment (Willenborg) -- Chapter 10. An automatic approach for generalization of land-cover data from topographic data (Thiemann) -- Chapter 11. Epilogue (Pumain)

This book is a collection of original research papers that focus on recent developments in Spatial Analysis and Modelling with direct relevance to settlements and infrastructure.Topics include new types of data (such as simulation data), applications of methods to support decision-making, and investigations of human-environment data in order to recognize significance for structures, functions and processes of attributes. Research incorporated ranges from theoretical through methodological to applied work. It is subdivided into four main parts: the first focusing on the research of settlements and infrastructure, the second studies aspects of Geographic Data Mining, the third presents contributions in the field of Spatial Modelling, System Dynamics and Geosimulation, and the fourth part is dedicated to Multi-Scale Representation and Analysis. The book is valuable to those with a scholarly interest in spatial sciences, urban and spatial planning, as well as anyone interested in spatial analysis and the planning of human settlements and infrastructure. Most of the selected papers were originally presented at the "International Land Use Symposium (ILUS 2015): Trends in Spatial Analysis and Modelling of Settlements and Infrastructure" November 11-13 2015, in Dresden, Germany.

ISBN: 9783319525228

Standard No.: 10.1007/978-3-319-52522-8doiSubjects--Topical Terms:

562972
Data mining.

LC Class. No.: G70.217.G46 / T74 2018

Dewey Class. No.: 910.285

Trends in spatial analysis and modelling = decision-support and planning strategies /
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245 0 0 $a Trends in spatial analysis and modelling $h [electronic resource] : $b decision-support and planning strategies / $c edited by Martin Behnisch, Gotthard Meinel.
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505 0 $a Part 1: Towards a better understanding of settlements and infrastructure -- Chapter 1. Reverse engineering of land cover data: Machine learning for data replication in the spatial and temporal domains (Maclaurin) -- Chapter 2. Spatial analysis requires a different way of thinking: the problem of spatial heterogeneity (Jiang) -- Part 2: Geographic data mining -- Chapter 3: Survey on spatiotemporal and semantic data mining (Yuan) -- Chapter 4. Spatial clustering with SOM and GeoSOM (Bacao) -- Chapter 5. Spatial analysis with self-organizing neural networks: SPAWNN Toolkit (Hagenauer) -- Part 3: Spatial modelling, system dynamics and geosimulation -- Chapter 6. The evolution of the land development industry. An agent-based simulation model? (Modified re-print) (Almagor) -- Chapter 7. Dynamic relationships between human decision making and socio-natural systems (Koch) -- Chapter 8. Lessons and challenges in land change modelling derived from synthesis of cross-case comparisons (Gilmore Pontius Jr.) -- Part 4: Multi-scale representation and analysis -- Chapter 9. Applications of 3D city models for a better understanding of the built environment (Willenborg) -- Chapter 10. An automatic approach for generalization of land-cover data from topographic data (Thiemann) -- Chapter 11. Epilogue (Pumain)
520 $a This book is a collection of original research papers that focus on recent developments in Spatial Analysis and Modelling with direct relevance to settlements and infrastructure.Topics include new types of data (such as simulation data), applications of methods to support decision-making, and investigations of human-environment data in order to recognize significance for structures, functions and processes of attributes. Research incorporated ranges from theoretical through methodological to applied work. It is subdivided into four main parts: the first focusing on the research of settlements and infrastructure, the second studies aspects of Geographic Data Mining, the third presents contributions in the field of Spatial Modelling, System Dynamics and Geosimulation, and the fourth part is dedicated to Multi-Scale Representation and Analysis. The book is valuable to those with a scholarly interest in spatial sciences, urban and spatial planning, as well as anyone interested in spatial analysis and the planning of human settlements and infrastructure. Most of the selected papers were originally presented at the "International Land Use Symposium (ILUS 2015): Trends in Spatial Analysis and Modelling of Settlements and Infrastructure" November 11-13 2015, in Dresden, Germany.
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