Area between Peaks Feature in the Derivative Reflectance Curve as a Sensitive Indicator of Change in Chlorophyll Concentration

References

• Bruce, L. M. and J. Li, 2001, "Wavelets for Computationally Efficient Hyperspectral Derivative Analysis," Transactions on Geoscience and Remote Sensing , 39:1540-1546.
   Google Scholar
• Clark, R. N., 1999, "Spectroscopy of Rocks and Minerals, and Principles of Spectroscopy," in Manual of Remote Sensing, Volume 3, Remote Sensing for the Earth Sciences , Rencz, A. N. (Ed.), New York, NY: John Wiley and Sons, 3-58.
   Google Scholar
• Clevers, J. G. P. W. and C. Buker, 1991, "Feasibility of the Red-Edge Index for the Detection of Nitrogen Deficiency," in Proceedings of the 5th International Symposium on Physical Measurements and Signatures in Remote Sensing , Courchevel, France: ESA SP-319:165-168.
   Google Scholar
• Clevers, J. G. P. W., Kooistra, L., and E. A. L. Salas, 2004, "Study of Heavy Metal Contamination in River Floodplains Using the Red-Edge Position in Spectroscopic Data," International Journal of Remote Sensing , 25(19):3883-3895.
   Google Scholar
• Curran, P. J., Dungan, J. L., and H. L. Gholz, 1990, "Exploring the Relationship Between Reflectance Red-edge and Chlorophyll Content in Slash Pine Leaves," Tree Physiology , 7:33-48.
   Google Scholar
• Datt, B., McVicar, T. R., Van Niel, T. G., Jupp, D. L. B., and J. S. Pearlman, 2003, "Preprocessing EO-1 Hyperion Hyperspectral Data to Support the Application of Agricultural Indexes," IEEE Transactions on Geoscience and Remote Sensing , 41(6):1246-1259.
   Google Scholar
• Demetriades-Shah, T. H., Steven, M. D., and J. A. Clark, 1990, "High Resolution Derivatives Spectra in Remote Sensing," Remote Sensing of Environment , 33:55-64.
   Google Scholar
• Efron, B. and R. J. Tibshirani, 1993, An Introduction to the Bootstrap , London, UK: Chapman & Hall/CRC.
   Google Scholar
• Filella, I. and J. Penuelas, 1994, "The Red-Edge Position and Shape as Indicators of Plant Chlorophyll Content, Biomass, and Hydric Status," International Journal of Remote Sensing , 15:1459-1470.
   Google Scholar
• François, C., Le Maire, G., and E. Dufrěne, 2004, "Towards Universal Broad Leaf Chlorophyll Indices Using PROSPECT Simulated Database and Hyperspectral Reflectance Measurements," Remote Sensing of Environment , 89(1):1-28.
   Google Scholar
• Gitelson, A. A., Keydan, G. P., and M. N. Merzlyak, 2006, "Three-Band Model for Noninvasive Estimation of Chlorophyll, Carotenoids, and Anthocyanin Contents in Higher Plant Leaves," Geophysical Research Letters , 33, L11402 [doi:10.1029/2006GL026457].
   Google Scholar
• Gitelson, A. A. and M. Merzlyak, 1994, "Spectral Reflectance Changes Associated With Autumn Senescence of Asculus Hippocastanum and Acer Platanoides Leaves: Spectral Features and Relation to Chlorophyll Estimation," Journal of Plant Physiology , 143:286-292.
   Google Scholar
• Gitelson, A. A., Merzlyak, M., and H. Lichtenthaler, 1996, "Detection of Red-Edge Position and Chlorophyll Content by Reflectance Measurements Near 700 nm," Journal of Plant Physiology , 148:501-508.
   Google Scholar
• Gitelson, A. A., Viña, A., Rundquist, D. C., Ciganda, V., and T. J. Arkebauer, 2005, "Remote Estimation of Canopy Chlorophyll Content in Crops," Geophysical Research Letters , 32, L08403 [doi:10.1029/2005GL022688].
   Google Scholar
• Guyot, G., Baret, F., and S. Jacquemoud, 1992, "Imaging Spectroscopy for Vegetation Studies," in Imaging Spectroscopy: Fundamentals and Prospective Applications , Toselli F. and J. Bodechtel (Eds), Dordrecht, The Netherlands: Kluwer, 145-165.
   Google Scholar
• Horler, D. N. H., Dockray, M., and J. Barber, 1983, "The Red-Edge of Plant Leaf Reflectance," International Journal of Remote Sensing , 4:273-288.
   Google Scholar
• Kooistra, L., Salas, E. A. L., Clevers, J. G. P. W., Wehrens, R., Leuven, R. S. E. W., Nienhuis, P. H., and L. M. C. Buydens, 2004, "Exploring Field Vegetation Reflectance as an Indicator of Soil Contamination in River Floodplains," Environmental Pollution , 127(2):281-290.
   Google Scholar
• Kruse, F. A., Calvin, W. M., and O. Seznec, 1988, "Automated Extraction of Absorption Features from Airborne Visible/Infrared Imaging Spectrometer (AVIRIS) and Geophysical Environmental Research Imaging Spectrometer (GERIS) Data," in Proceedings of the Airborne Visible/Infrared Imaging Spectrometer (AVIRIS) Performance Evaluation Workshop , Pasadena, CA: Jet Propulsion Laboratory, JPL Publication 88-38, 62-75.
   Google Scholar
• Meriam, J. L., 1966, Statics , 2nd ed. Toronto, Canada: John Wiley and Sons, Inc., chapter 5, art. 25, p. 169.
   Google Scholar
• O'Haver, T., Fell, A. F., Smith, G., Gans, P., Sneddon, J., Bezur, L., Michel, R. G., Ottaway, J. M., Miller, J. N., Ahmad, T. A., Chadburn, B. P., and Cottrell, C. T., 1982, "Derivative Spectroscopy and Its Applications in Analysis," Analytical Proceedings , 19:22-46.
   Google Scholar
• Peñuelas, J., Gamon, J. A., Fredeen, A. L., Merino, J., and C. B. Field, 1994, "Reflectance Indices Associated with Physiological Changes in Nitrogen and Water-Limited Sunflower Leaves," Remote Sensing of Environment , 48:135-146.
   Google Scholar
• Philpot, W. D., 1991, "The Derivative Ratio Algorithm: Avoiding Atmospheric Effects in Remote Sensing," IEEE Transactions on Geoscience Remote Sensing , 29(3):350-357.
   Google Scholar
• Rock, B. N., Hoshizaki, T., and J. R. Miller, 1988, "Comparison of in Situ and Airborne Measurements of the Blue Shift Associated with Forest Decline," Remote Sensing of Environment , 24:109-127.
   Google Scholar
• Salas, Eric A. L., 2004, "Vegetation REIP for Soil Contamination Indicator," University of San Carlos Graduate Journal , 20: 210-217.
   Google Scholar
• Stark, R., Gitelson, A., Grits, U., Rundquist, D., and Y. Kaufman, 2000, "New Technique for Remote Estimation of Vegetation Fraction: Principles, Algorithms and Validation," Aspects of Applied Biology , 60:241-246.
   Google Scholar
• Viña, A., Gitelson, A. A., Rundquist, D. C., Keydan, G., Leavitt, B., and J. Schepers, 2004, "Monitoring Maize ( Zea mays L.) Phenology with Remote Sensing," Agronomy Journal , 96:1139-1147.
   Google Scholar
• Zarco-Tejada, P. J., Miller, J. R., Mohammed, G. H., Noland, T. L., and P. H. Sampson, 2002, "Vegetation Stress Detection Through Chlorophyll a + b Estimation and Fluorescence Effects on Hyperspectral Imagery," Journal of Environmental Quality , 31:1433-1441.
   Google Scholar
• Zarco-Tejada, P. J., Pushnik, J. C., Dobrowski, S., and S. L. Ustin, 2003, "Steady-State Chlorophyll a Fluorescence Detection from Canopy Derivative Reflectance and Double-Peak Red-Edge Effects," Remote Sensing of Environment , 84:283-294.
   Google Scholar