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Trends in Spatial Analysis and Modelling

Decision-Support and Planning Strategies
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Jahr: 2018
Verlag: Cham, Springer International Publishing
Reihe: Geotechnologies and the Environment; 19
Mediengruppe: Monographie (engl.)
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Inhalt

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)

Details

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Verfasserangabe: edited by Martin Behnisch, Gotthard Meinel
Jahr: 2018
Verlag: Cham, Springer International Publishing
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ISBN: 978-3-319-52522-8
2. ISBN: 978-3-319-52520-4
Beschreibung: XIII, 214 p. 76 illus., 46 illus. in color
Reihe: Geotechnologies and the Environment; 19
Schlagwörter: Geography; Geographie; GIS; Geoinformationssystem; Stadtplanung; Regional planning; Regionalplanung; Data Mining; Urban Planning
Beteiligte Personen: Suche nach dieser Beteiligten Person Behnisch, Martin; Meinel, Gotthard
Sprache: Englisch
Mediengruppe: Monographie (engl.)