國立高雄大學圖資館 |

語系: 繁體中文

說明(常見問題)

圖資館首頁

登入

回首頁

切換: 標籤 | MARC模式 | ISBD

Trends in spatial analysis and model...

Behnisch, Martin.

Trends in spatial analysis and modellingdecision-support and planning strategies /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Trends in spatial analysis and modellingedited by Martin Behnisch, Gotthard Meinel.
其他題名:	decision-support and planning strategies /
其他作者:	Behnisch, Martin.
出版者:	Cham :Springer International Publishing :2018.
面頁冊數:	xiii, 214 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
標題:	Data mining.
電子資源:	http://dx.doi.org/10.1007/978-3-319-52522-8
ISBN:	9783319525228$q(electronic bk.)

Trends in spatial analysis and modellingdecision-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.6..

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$q(electronic bk.)

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

184440
Data mining.

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

Dewey Class. No.: 910.285

Trends in spatial analysis and modellingdecision-support and planning strategies /
LDR:03727nmm a2200337 a 4500 001 528568
003 DE-He213
005 20180614110755.0
006 m d
007 cr nn 008maaau
008 181030s2018 gw s 0 eng d
020 $a 9783319525228$q(electronic bk.)
020 $a 9783319525204$q(paper)
024 7 $a 10.1007/978-3-319-52522-8 $2 doi
035 $a 978-3-319-52522-8
040 $a GP $c GP
041 0 $a eng
050 4 $a G70.217.G46 $b T74 2018
072 7 $a RGW $2 bicssc
072 7 $a SCI030000 $2 bisacsh
072 7 $a TEC036000 $2 bisacsh
082 0 4 $a 910.285 $2 23
090 $a G70.217.G46 $b T794 2018
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.
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2018.
300 $a xiii, 214 p. : $b ill., digital ; $c 24 cm.
490 1 $a Geotechnologies and the environment, $x 2365-0575 ; $v 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 (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.
650 0 $a Data mining. $3 184440
650 0 $a Geospatial data. $3 339520
650 0 $a Spatial data infrastructures. $3 286606
650 1 4 $a Geography. $3 174760
650 2 4 $a Geographical Information Systems/Cartography. $3 273999
650 2 4 $a Landscape/Regional and Urban Planning. $3 274401
650 2 4 $a Data Mining and Knowledge Discovery. $3 275288
700 1 $a Behnisch, Martin. $3 801052
700 1 $a Meinel, Gotthard. $3 801053
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer eBooks
830 0 $a Geotechnologies and the environment ; $v v.6. $3 567352
856 4 0 $u http://dx.doi.org/10.1007/978-3-319-52522-8
950 $a Earth and Environmental Science (Springer-11646)