Skip to main content

2010 | OriginalPaper | Buchkapitel

4. The Spectral Dimension in Urban Remote Sensing

verfasst von : Martin Herold, Dar A. Roberts

Erschienen in: Remote Sensing of Urban and Suburban Areas

Verlag: Springer Netherlands

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

search-config
loading …

Abstract

Urban environments are characterized by different types of materials and land cover surfaces than found in natural landscapes. The analysis of remote sensing data has to consider these unique spectral characteristics. This chapter describes the spectral properties of urban areas, how different urban land cover types are spectrally discriminated, and which sensor configurations are most useful to map urban areas. We also show how new remote sensing technologies improve our capabilities to map urban areas in high spatial and thematic detail.

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 Ben-Dor E, Levin N, Saaroni H (2001) A spectral based recognition of the urban environment using the visible and near-infrared spectral region (0.4–1.1 m): a case study over Tel-Aviv. Int J Remote Sens 22:2193–2218 Ben-Dor E, Levin N, Saaroni H (2001) A spectral based recognition of the urban environment using the visible and near-infrared spectral region (0.4–1.1 m): a case study over Tel-Aviv. Int J Remote Sens 22:2193–2218
Zurück zum Zitat Clark RN (1999) Spectroscopy of rocks and minerals and principles of spectroscopy. In: Rencz AN (ed) Manual of remote sensing. Wiley, New York, pp 3–58 Clark RN (1999) Spectroscopy of rocks and minerals and principles of spectroscopy. In: Rencz AN (ed) Manual of remote sensing. Wiley, New York, pp 3–58
Zurück zum Zitat Clark RN, Green RO, Swayze GA, Meeker G, Sutley D, Hoefen TM, Livo KE, Plumlee G, Pavri B, Sarture C, Wilson S, Hageman P, Lamothe P, Vance JS, Boardman J, Brownfield I, Gent C, Morath LC, Taggart J, Theodorakos PM, Adams M (2001) Environmental studies of the World Trade Center area after the September 11, 2001 attack. U. S. Geological Survey, Open File Report OFR-01-0429, http://speclab.cr.usgs.gov/wtc/. Accessed Feb 2009 Clark RN, Green RO, Swayze GA, Meeker G, Sutley D, Hoefen TM, Livo KE, Plumlee G, Pavri B, Sarture C, Wilson S, Hageman P, Lamothe P, Vance JS, Boardman J, Brownfield I, Gent C, Morath LC, Taggart J, Theodorakos PM, Adams M (2001) Environmental studies of the World Trade Center area after the September 11, 2001 attack. U. S. Geological Survey, Open File Report OFR-01-0429, http://​speclab.​cr.​usgs.​gov/​wtc/​. Accessed Feb 2009
Zurück zum Zitat Herold M, Gardner M, Roberts DA (2003) Spectral resolution requirements for mapping urban areas. IEEE Trans Geosci Remote Sens 41:1907–1919CrossRef Herold M, Gardner M, Roberts DA (2003) Spectral resolution requirements for mapping urban areas. IEEE Trans Geosci Remote Sens 41:1907–1919CrossRef
Zurück zum Zitat Herold M, Roberts DA, Gardner M, Dennison P (2004) Spectrometry for urban area remote sensing: development and analysis of a spectral library from 350 to 2400 nm. Remote Sens Environ 91:304–319CrossRef Herold M, Roberts DA, Gardner M, Dennison P (2004) Spectrometry for urban area remote sensing: development and analysis of a spectral library from 350 to 2400 nm. Remote Sens Environ 91:304–319CrossRef
Zurück zum Zitat Jensen JR (2000) Remote sensing of the environment: an earth resource perspective. Prentice Hall, Upper Saddle River, NJ Jensen JR (2000) Remote sensing of the environment: an earth resource perspective. Prentice Hall, Upper Saddle River, NJ
Zurück zum Zitat Jensen JR, Cowen DC (1999) Remote sensing of urban/suburban infrastructure and socio-economic attributes. Photogramm Eng Remote Sens 65:611–622 Jensen JR, Cowen DC (1999) Remote sensing of urban/suburban infrastructure and socio-economic attributes. Photogramm Eng Remote Sens 65:611–622
Zurück zum Zitat Landgrebe, DA (2000) Information extraction principles and methods for multispectral and hyperspectral image data. In: Chen CH (ed) Information processing for remote sensing. World Scientific Publishing Co., http://dynamo.ecn.purdue.edu/∼landgreb/whitepaper.pdf. Accessed Feb 2009 Landgrebe, DA (2000) Information extraction principles and methods for multispectral and hyperspectral image data. In: Chen CH (ed) Information processing for remote sensing. World Scientific Publishing Co., http://​dynamo.​ecn.​purdue.​edu/​∼landgreb/​whitepaper.​pdf.​ Accessed Feb 2009
Zurück zum Zitat Rashed T, Weeks JR, Gadalla MS, Hill A (2001) Revealing the anatomy of cities through spectral mixture analysis of multispectral imagery: a case study of the Greater Cairo region, Egypt. Geocarto Int 16(4):5–16CrossRef Rashed T, Weeks JR, Gadalla MS, Hill A (2001) Revealing the anatomy of cities through spectral mixture analysis of multispectral imagery: a case study of the Greater Cairo region, Egypt. Geocarto Int 16(4):5–16CrossRef
Zurück zum Zitat Schowengerdt RA (1997) Remote sensing: models and methods for image processing. Academic, San Diego, CA Schowengerdt RA (1997) Remote sensing: models and methods for image processing. Academic, San Diego, CA
Zurück zum Zitat Swayze GA, Clark RN, Goetz AFH, Chrien TG, Gorelick NS (2003) Effects of spectrometer band pass, sampling, and signal-to-noise ratio on spectral identification using the Tetracorder algorithm. J Geophys Res 108(E9):5105. doi:10.1029/2002JE001974CrossRef Swayze GA, Clark RN, Goetz AFH, Chrien TG, Gorelick NS (2003) Effects of spectrometer band pass, sampling, and signal-to-noise ratio on spectral identification using the Tetracorder algorithm. J Geophys Res 108(E9):5105. doi:10.1029/2002JE001974CrossRef
Zurück zum Zitat Wu C, Murray AT (2003) Estimating impervious surface distribution by spectral mixture analysis. Remote Sens Environ 84:493–505CrossRef Wu C, Murray AT (2003) Estimating impervious surface distribution by spectral mixture analysis. Remote Sens Environ 84:493–505CrossRef
Zurück zum Zitat Donnay JP, Barnsley MJ, Longley PA (eds) (2001) Remote sensing and urban analysis. Taylor & Francis, London Donnay JP, Barnsley MJ, Longley PA (eds) (2001) Remote sensing and urban analysis. Taylor & Francis, London
Zurück zum Zitat Green RO, Eastwood ML, Sarture CM, Chrien TG et al (1998) Imaging spectroscopy and the Airborne Visible Infrared Imaging Spectrometer (AVIRIS). Remote Sens Environ 65:227–248CrossRef Green RO, Eastwood ML, Sarture CM, Chrien TG et al (1998) Imaging spectroscopy and the Airborne Visible Infrared Imaging Spectrometer (AVIRIS). Remote Sens Environ 65:227–248CrossRef
Zurück zum Zitat Meer van der FD, Jong SM (eds) (2001) Imaging spectrometry: basic principles and prospective applications. Kluwer, Dordrecht, The Netherlands Meer van der FD, Jong SM (eds) (2001) Imaging spectrometry: basic principles and prospective applications. Kluwer, Dordrecht, The Netherlands
Zurück zum Zitat Roessner S, Segl K, Heiden U, Kaufmann H (2001) Automated differentiation of urban surfaces based on airborne hyperspectral imagery. IEEE Trans Geosci Remote Sens 39:1525–1532CrossRef Roessner S, Segl K, Heiden U, Kaufmann H (2001) Automated differentiation of urban surfaces based on airborne hyperspectral imagery. IEEE Trans Geosci Remote Sens 39:1525–1532CrossRef
Zurück zum Zitat Yang L, Xian G, Klaver JM, Deal B (2003) Urban land-cover change detection through sub-pixel imperviousness mapping using remotely sensed data. Photogramm Eng Remote Sens 69:1003–1010 Yang L, Xian G, Klaver JM, Deal B (2003) Urban land-cover change detection through sub-pixel imperviousness mapping using remotely sensed data. Photogramm Eng Remote Sens 69:1003–1010
Metadaten
Titel
The Spectral Dimension in Urban Remote Sensing
verfasst von
Martin Herold
Dar A. Roberts
Copyright-Jahr
2010
Verlag
Springer Netherlands
DOI
https://doi.org/10.1007/978-1-4020-4385-7_4

Premium Partner