A comparative study of reflectance spectral indices and digital camera imagery to quantify in-vivo foliar chlorophyll concentration in common New England forest species | | Posted on:2014-10-20 | Degree:M.S | Type:Thesis | | University:University of New Hampshire | Candidate:Gagnon, Michael T | Full Text:PDF | | GTID:2453390005499015 | Subject:Remote Sensing | | Abstract/Summary: | | | Quantifying foliar chlorophyll content is an important procedure in ecosystem studies. Established extraction techniques for quantifying chlorophyll concentration were compared to hyperspectral reflectance indices collected with a GER2600 spectroradiometer, and digital image indices derived from digital camera imagery. Findings show REIP:(R 2=0.52) is a strong indicator reflectance changes associated with plant stress, but RE3/RE2:(R2=0.72), FD715/FD705:(R2=0.77) and CRI red-edge(d) :(R2=0.73) predicted differences in chlorophyll concentration across a range of species more accurately. Many spectral indices predict chlorophyll concentrations more accurately than the REIP, but fail to document the blue-shift associated with foliar stress. Camera imagery results show gray card normalized percent red (R-GC)/( R+GC):(R2=0.63) and percent green (G-GC)/(G+GC):(R 2=0.68) to be strong predictors of chlorophyll concentration across multiple species. For individual species (%Red-%Blue)/(%Red+%Blue) or ( RvB:%R) is a reliable camera index that tracks phenological changes in chlorophyll accurately. Pearson's r across the 2008 growing season for black oak (N=40) was (R2=-0.95), and sugar maple (N=33) was (R2=-0.64). | | Keywords/Search Tags: | Chlorophyll concentration, Camera imagery, Foliar, Indices, Reflectance, Digital, Species | | Related items |
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