Skip to main content

2013 | OriginalPaper | Buchkapitel

5. Further Methods for Handling Spatial Data

verfasst von : Roger S. Bivand, Edzer Pebesma, Virgilio Gómez-Rubio

Erschienen in: Applied Spatial Data Analysis with R

Verlag: Springer New York

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

This chapter is concerned with a more detailed explanation of some of the methods that are provided for working with the spatial classes described in Chap.​2. We first consider the question of the spatial support of observations, going on to cover the handling and combination of features using in particular the rgeos package. Next we consider map overlay, also known as spatial join operations, including aggregation, extract operations in the raster package, and spatial sampling.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat Altman, M. and McDonald, M. P. (2011). BARD: Better automated redistricting. Journal of Statistical Software, 42(4):1–28. Altman, M. and McDonald, M. P. (2011). BARD: Better automated redistricting. Journal of Statistical Software, 42(4):1–28.
Zurück zum Zitat Aquino, J. (2003). JTS topology suite developer’s guide, version 1.4. Technical report, Vivid Solutions Inc. Aquino, J. (2003). JTS topology suite developer’s guide, version 1.4. Technical report, Vivid Solutions Inc.
Zurück zum Zitat Burrough, P. A. and McDonnell, R. A. (1998). Principles of Geographical Information Systems. Oxford University Press, Oxford. Burrough, P. A. and McDonnell, R. A. (1998). Principles of Geographical Information Systems. Oxford University Press, Oxford.
Zurück zum Zitat Davis, M. and Aquino, J. (2003). JTS topology suite technical specifications, version 1.4. Technical report, Vivid Solutions Inc. Davis, M. and Aquino, J. (2003). JTS topology suite technical specifications, version 1.4. Technical report, Vivid Solutions Inc.
Zurück zum Zitat Gotway, C. A. and Young, L. J. (2002). Combining incompatible spatial data. Journal of the American Statistical Association, 97:632–648.MathSciNetMATHCrossRef Gotway, C. A. and Young, L. J. (2002). Combining incompatible spatial data. Journal of the American Statistical Association, 97:632–648.MathSciNetMATHCrossRef
Zurück zum Zitat Guttorp, P. (2003). Environmental statistics — a personal view. International Statistical Review, 71:169–180.MATHCrossRef Guttorp, P. (2003). Environmental statistics — a personal view. International Statistical Review, 71:169–180.MATHCrossRef
Zurück zum Zitat Herring, J. R. (2011). OpenGIS®; implementation standard for geographic information - simple feature access - part 1: Common architecture. Technical Report 1.2.1, OGC 06-103r4, Open Geospatial Consortium Inc. Herring, J. R. (2011). OpenGIS®; implementation standard for geographic information - simple feature access - part 1: Common architecture. Technical Report 1.2.1, OGC 06-103r4, Open Geospatial Consortium Inc.
Zurück zum Zitat Heuvelink, G. B. M. (1998). Error Propagation in Environmental Models with GIS. Taylor & Francis, London. Heuvelink, G. B. M. (1998). Error Propagation in Environmental Models with GIS. Taylor & Francis, London.
Zurück zum Zitat Hijmans, R. J. (2012a). Introduction to the “geosphere” package. Technical report, geosphere vignette. Hijmans, R. J. (2012a). Introduction to the “geosphere” package. Technical report, geosphere vignette.
Zurück zum Zitat Hijmans, R. J. (2012b). Introduction to the ‘raster’ package. Technical report, raster vignette. Hijmans, R. J. (2012b). Introduction to the ‘raster’ package. Technical report, raster vignette.
Zurück zum Zitat Kresse, W., Danko, D. M., and Fadaie, K. (2012). Standardization. In Kresse, W. and Danko, D. M., editors, Springer Handbook of Geographic Information, pages 393–565. Springer, Berlin Heidelberg. Kresse, W., Danko, D. M., and Fadaie, K. (2012). Standardization. In Kresse, W. and Danko, D. M., editors, Springer Handbook of Geographic Information, pages 393–565. Springer, Berlin Heidelberg.
Zurück zum Zitat Leung, Y., Ma, J.-H., and Goodchild, M. F. (2004). A general framework for error analysis in measurement-based GIS Part 1: The basic measurement-error model and related concepts. Journal of Geographical Systems, 6:325–354.CrossRef Leung, Y., Ma, J.-H., and Goodchild, M. F. (2004). A general framework for error analysis in measurement-based GIS Part 1: The basic measurement-error model and related concepts. Journal of Geographical Systems, 6:325–354.CrossRef
Zurück zum Zitat Leutenegger, S. T., Edgington, J. M., and Lopez, M. A. (1997). STR: A simple and efficient algorithm for R-tree packing. In Gray, W. A. and Larson, P.-Å., editors, Proceedings of the Thirteenth International Conference on Data Engineering, pages 497–506. IEEE Computer Society. Leutenegger, S. T., Edgington, J. M., and Lopez, M. A. (1997). STR: A simple and efficient algorithm for R-tree packing. In Gray, W. A. and Larson, P.-Å., editors, Proceedings of the Thirteenth International Conference on Data Engineering, pages 497–506. IEEE Computer Society.
Zurück zum Zitat Neteler, M. and Mitasova, H. (2008). Open Source GIS: A GRASS GIS Approach, Third Edition. Springer, New York.CrossRef Neteler, M. and Mitasova, H. (2008). Open Source GIS: A GRASS GIS Approach, Third Edition. Springer, New York.CrossRef
Zurück zum Zitat O’Sullivan, D. and Unwin, D. J. (2010). Geographical Information Analysis. Wiley, Hoboken, NJ.CrossRef O’Sullivan, D. and Unwin, D. J. (2010). Geographical Information Analysis. Wiley, Hoboken, NJ.CrossRef
Zurück zum Zitat Pebesma, E. (2012a). Map overlay and spatial aggregation in sp. Technical report, sp vignette. Pebesma, E. (2012a). Map overlay and spatial aggregation in sp. Technical report, sp vignette.
Zurück zum Zitat Schabenberger, O. and Gotway, C. A. (2005). Statistical Methods for Spatial Data Analysis. Chapman & Hall/CRC, Boca Raton/London.MATH Schabenberger, O. and Gotway, C. A. (2005). Statistical Methods for Spatial Data Analysis. Chapman & Hall/CRC, Boca Raton/London.MATH
Zurück zum Zitat Unwin, D. J. (1996). Integration through overlay analysis. In Fischer, M. M., Scholten, H. J., and Unwin, D., editors, Spatial Analytical Perspectives on GIS, pages 129–138. Taylor & Francis, London. Unwin, D. J. (1996). Integration through overlay analysis. In Fischer, M. M., Scholten, H. J., and Unwin, D., editors, Spatial Analytical Perspectives on GIS, pages 129–138. Taylor & Francis, London.
Zurück zum Zitat van Etten, J. (2012). R package gdistance: distances and routes on geographical grids. Technical report, gdistance vignette. van Etten, J. (2012). R package gdistance: distances and routes on geographical grids. Technical report, gdistance vignette.
Zurück zum Zitat Waller, L. A. and Gotway, C. A. (2004). Applied Spatial Statistics for Public Health Data. John Wiley & Sons, Hoboken, NJ.MATHCrossRef Waller, L. A. and Gotway, C. A. (2004). Applied Spatial Statistics for Public Health Data. John Wiley & Sons, Hoboken, NJ.MATHCrossRef
Zurück zum Zitat Wikle, C. K. (2003). Hierarchical models in environmental science. International Statistical Review, 71:181–200.MATHCrossRef Wikle, C. K. (2003). Hierarchical models in environmental science. International Statistical Review, 71:181–200.MATHCrossRef
Zurück zum Zitat Worboys, M. F. and Duckham, M. (2004). GIS: A Computing Perspective — Second Edition. CRC Press, Boca Raton. Worboys, M. F. and Duckham, M. (2004). GIS: A Computing Perspective — Second Edition. CRC Press, Boca Raton.
Metadaten
Titel
Further Methods for Handling Spatial Data
verfasst von
Roger S. Bivand
Edzer Pebesma
Virgilio Gómez-Rubio
Copyright-Jahr
2013
Verlag
Springer New York
DOI
https://doi.org/10.1007/978-1-4614-7618-4_5

Premium Partner