A bootstrap procedure to select hyperspectral wavebands related to tannin content

J.G. Ferwerda, A.K. Skidmore, A. Stein

Research output: Contribution to journalArticleAcademicpeer-review

18 Citations (Scopus)

Abstract

Detection of hydrocarbons in plants with hyperspectral remote sensing is hampered by overlapping absorption pits, while the `optimal' wavebands for detecting some surface characteristics (e.g. chlorophyll, lignin, tannin) may shift. We combined a phased regression with a bootstrap procedure to find wavebands related to the tannin content of fresh leaves, and compared the bands thus identified with the reflectance spectra of pure quebracho tannin. For both reflectance and derivative spectra, bands were identified that can be linked to known absorption features (1471, 1640, 1710, 2175 nm) or fall within the absorption regions identified from a reflectance curve of pure quebracho tannin. We also confirmed a previously reported link between tannin content and the derivative spectra around 800 nm. The study shows that by combining bootstrapping with phased regression it is possible to determine wavebands of which the reflectance is influenced by tannin
Original languageEnglish
Pages (from-to)1413-1424
JournalInternational Journal of Remote Sensing
Volume27
Issue number7
DOIs
Publication statusPublished - 2006

Keywords

  • band-depth analysis
  • colophospermum-mopane
  • mammalian herbivores
  • statistical-methods
  • chlorophyll content
  • canopy scales
  • leaf
  • reflectance
  • nitrogen
  • leaves

Fingerprint Dive into the research topics of 'A bootstrap procedure to select hyperspectral wavebands related to tannin content'. Together they form a unique fingerprint.

Cite this