PREDICTING NITROGEN AND CHLOROPHYLL CONTENT AND CONCENTRATIONS FROM REFLECTANCE SPECTRA (400-2500 NM) AT LEAF AND CANOPY SCALES

Citation
Bj. Yoder et Re. Pettigrewcrosby, PREDICTING NITROGEN AND CHLOROPHYLL CONTENT AND CONCENTRATIONS FROM REFLECTANCE SPECTRA (400-2500 NM) AT LEAF AND CANOPY SCALES, Remote sensing of environment, 53(3), 1995, pp. 199-211
Citations number
28
Categorie Soggetti
Environmental Sciences","Photographic Tecnology","Remote Sensing
ISSN journal
00344257
Volume
53
Issue
3
Year of publication
1995
Pages
199 - 211
Database
ISI
SICI code
0034-4257(1995)53:3<199:PNACCA>2.0.ZU;2-I
Abstract
An experiment was designed to determine whether chlorophyll and nitrog en concentrations could be predicted from reflectance (R) spectra of f resh bigleaf maple leaves in the laboratory, and, if so, whether the p redictive spectral features could be correlated with chlorophyll and n itrogen concentration or content of simple canopies of maple seedlings . The best predictors for nitrogen and chlorophyll of fresh leaves app eared with first-difference transformations of log 1/R, and the bands selected were similar to those found in other studies. Shortwave infra red bands were best predictors for nitrogen, visible bands best for ch lorophyll. In the shortwave infrared region, however the absolute diff erences in reflectance at critical bands was extremely small, and the bands of high correlation were narrow. High spectral and radiance reso lution are required to resolve these differences accurately. The best shortwave infrared bands from the leaf scale were not good predictors of chemical content or concentration at the canopy scale; variability in canopy reflectance in the shortwave infrared region was at least an order of magnitude beyond that necessary to detect signals from chemi cals. The variability in first-difference log 1/R on the canopy scale was related to the arrangement of trees with respect to direct solar r adiation, instrument noise, leaf fluttering, and small changes in atmo spheric moisture.