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

• Άλλοι συγγραφείς: Behnisch, Martin (επιμελητής.), Meinel, Gotthard (επιμελητής.)
• Μορφή: Βιβλίο
• Γλώσσα: English
• Έκδοση: Cham, Switzerland : Springer, [2018].
• Σειρά: Geotechnologies and the environment ; v. 19
• Θέματα: Γεωγραφία; Γεωγραφικά συστήματα πληροφοριών > Βάσεις δεδομένων; Χωροταξικά δεδομένα; Εξόρυξη δεδομένων

Πίνακας περιεχομένων:

• 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).