Trends in spatial analysis and modelling : decision-support and planning strategies /: decision-support and planning strategies. ([2018])

• Record Type: Book
• Further Information: Note: Martin Behnisch, Gotthard Meinel, editors.
• Editors: Behnisch, Martin; Meinel, Gotthard
• Contents: 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).
• Publisher Details: Cham, Switzerland : Springer
• Publication Date: 2018
• Copyright Date: 2018
• Extent: 1 online resource, color illustrations
• Subjects: 910.285; Geography; Geospatial data; Data mining; Spatial data infrastructures; SCIENCE -- Earth Sciences -- Geography; TRAVEL -- Budget; TRAVEL -- Hikes & Walks; TRAVEL -- Museums, Tours, Points of Interest; TRAVEL -- Parks & Campgrounds; Data mining; Geospatial data; Spatial data infrastructures; Political Science -- Public Policy -- City Planning & Urban Development; Computers -- Database Management -- Data Mining; Regional & area planning; Data mining; Geographical information systems; Regional planning; Geographical information systems (GIS) & remote sensing; Electronic books
• Languages: English
• ISBNs: 9783319525228; 3319525220
• Related ISBNs: 9783319525204
• Notes: Note: Includes bibliographical references and index.; Note: Online resource; title from PDF title page (Ebsco, viewed October 26, 2017).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.