Literature DB >> 22922197

Simple luminosity normalization of greenness, yellowness and redness/greenness for comparison of leaf spectral profiles in multi-temporally acquired remote sensing images.

Ryoichi Doi1.   

Abstract

Observation of leaf colour (spectral profiles) through remote sensing is an effective method of identifying the spatial distribution patterns of abnormalities in leaf colour, which enables appropriate plant management measures to be taken. However, because the brightness of remote sensing images varies with acquisition time, in the observation of leaf spectral profiles in multi-temporally acquired remote sensing images, changes in brightness must be taken into account. This study identified a simple luminosity normalization technique that enables leaf colours to be compared in remote sensing images over time. The intensity values of green and yellow (green+red) exhibited strong linear relationships with luminosity (R2 greater than 0.926) when various invariant rooftops in Bangkok or Tokyo were spectralprofiled using remote sensing images acquired at different time points. The values of the coefficient and constant or the coefficient of the formulae describing the intensity of green or yellow were comparable among the single Bangkok site and the two Tokyo sites, indicating the technique's general applicability. For single rooftops, the values of the coefficient of variation for green, yellow, and red/green were 16% or less (n=6-11), indicating an accuracy not less than those of well-established remote sensing measures such as the normalized difference vegetation index. After obtaining the above linear relationships, raw intensity values were normalized and a temporal comparison of the spectral profiles of the canopies of evergreen and deciduous tree species in Tokyo was made to highlight the changes in the canopies' spectral profiles. Future aspects of this technique are discussed herein.

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Mesh:

Year:  2012        PMID: 22922197     DOI: 10.1007/s12038-012-9241-3

Source DB:  PubMed          Journal:  J Biosci        ISSN: 0250-5991            Impact factor:   1.826


  5 in total

Review 1.  Electron and nuclear dynamics in many-electron atoms, molecules and chlorophyll-protein complexes: a review.

Authors:  Vladimir A Shuvalov
Journal:  Biochim Biophys Acta       Date:  2007-02-09

2.  Semiquantitative color profiling of soils over a land degradation gradient in Sakaerat, Thailand.

Authors:  Ryoichi Doi; Chongrak Wachrinrat; Sakhan Teejuntuk; Katsutoshi Sakurai; Pongsak Sahunalu
Journal:  Environ Monit Assess       Date:  2009-11-21       Impact factor: 2.513

3.  Photosystem-II Activity Is Decreased by Yellowing of Barley Primary Leaves during Growth in Elevated Carbon Dioxide.

Authors: 
Journal:  Int J Plant Sci       Date:  1999-09       Impact factor: 1.785

4.  Showing their true colors: a practical approach to volume rendering from serial sections.

Authors:  Stephan Handschuh; Thomas Schwaha; Brian D Metscher
Journal:  BMC Dev Biol       Date:  2010-04-21       Impact factor: 1.978

5.  Correlations between soil microbial and physicochemical variations in a rice paddy: implications for assessing soil health.

Authors:  Ryoichi Doi; Senaratne Leelananda Ranamukhaarachchi
Journal:  J Biosci       Date:  2009-12       Impact factor: 1.826

  5 in total
  1 in total

1.  Pixel color clustering of multi-temporally acquired digital photographs of a rice canopy by luminosity-normalization and pseudo-red-green-blue color imaging.

Authors:  Ryoichi Doi; Chusnul Arif; Budi Indra Setiawan; Masaru Mizoguchi
Journal:  ScientificWorldJournal       Date:  2014-09-15
  1 in total

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