國立虎尾科技大學 |

Trends in Spatial Analysis and Modelling = Decision-Support and Planning Strategies /

Record Type:	Language materials, printed : 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.
Description:	XIII, 214 p. 76 illus., 46 illus. in color.online resource. :
Contained By:	Springer Nature eBook
Subject:	Geographical information systems. -
Online resource:	https://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. - 1st ed. 2018. - XIII, 214 p. 76 illus., 46 illus. in color.online resource. - Geotechnologies and the Environment,192365-0575 ;. - Geotechnologies and the Environment,12.

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 (Bação) -- 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:

1254121
Geographical information systems.

LC Class. No.: GA1-1776

Dewey Class. No.: 910.285

Trends in Spatial Analysis and Modelling = Decision-Support and Planning Strategies /
LDR:04113nam a22004095i 4500 001 995776
003 DE-He213
005 20200705071626.0
007 cr nn 008mamaa
008 201225s2018 gw | s |||| 0|eng d
020 $a 9783319525228 $9 978-3-319-52522-8
024 7 $a 10.1007/978-3-319-52522-8 $2 doi
035 $a 978-3-319-52522-8
050 4 $a GA1-1776
072 7 $a RGW $2 bicssc
072 7 $a SCI030000 $2 bisacsh
072 7 $a RGW $2 thema
082 0 4 $a 910.285 $2 23
245 1 0 $a Trends in Spatial Analysis and Modelling $h [electronic resource] : $b Decision-Support and Planning Strategies / $c edited by Martin Behnisch, Gotthard Meinel.
250 $a 1st ed. 2018.
264 1 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2018.
300 $a XIII, 214 p. 76 illus., 46 illus. in color. $b online resource.
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
347 $a text file $b PDF $2 rda
490 1 $a Geotechnologies and the Environment, $x 2365-0575 ; $v 19
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 (Bação) -- 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.
650 0 $a Geographical information systems. $3 1254121
650 0 $a Regional planning. $3 561956
650 0 $a Urban planning. $3 1180826
650 0 $a Data mining. $3 528622
650 1 4 $a Geographical Information Systems/Cartography. $3 670563
650 2 4 $a Landscape/Regional and Urban Planning. $3 668548
650 2 4 $a Data Mining and Knowledge Discovery. $3 677765
700 1 $a Behnisch, Martin. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1284963
700 1 $a Meinel, Gotthard. $e editor. $4 edt $4 http://id.loc.gov/vocabulary/relators/edt $3 1284965
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9783319525204
776 0 8 $i Printed edition: $z 9783319525211
776 0 8 $i Printed edition: $z 9783319849232
830 0 $a Geotechnologies and the Environment, $x 2365-0575 ; $v 12 $3 1254892
856 4 0 $u https://doi.org/10.1007/978-3-319-52522-8
912 $a ZDB-2-EES
912 $a ZDB-2-SXEE
950 $a Earth and Environmental Science (SpringerNature-11646)
950 $a Earth and Environmental Science (R0) (SpringerNature-43711)