Seasonal course of the spectral properties of alder and birch leaves

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Volumn 7, Issue 6, 2014, Pages 2496-2505

  Mottus, Matti ^a   Sulev, Madis ^b   Hallik, Lea ^c  

^a UNIVERSITY OF HELSINKI   (Finland)

^b TARTU OBSERVATORY   (Estonia)

^c ESTONIAN UNIVERSITY OF LIFE SCIENCES   (Estonia)

Author keywords

Alnus incana; betula pendula; chlorophyll index; leaf phenology; leaf reflectance; red edge (RE)

Indexed keywords

CHLOROPHYLL; FORESTRY; INFRARED DEVICES;

ALNUS INCANA; BETULA PENDULA; CHLOROPHYLL INDEX; LEAF PHENOLOGY; RED EDGE;

REFLECTION;

CHLOROPHYLL; DECIDUOUS TREE; LEAF; PHENOLOGY; REFLECTANCE; SEASONAL VARIATION; SPECTRAL ANALYSIS; TIME SERIES ANALYSIS; TRANSMITTANCE; VEGETATION INDEX;

ESTONIA; TORAVERE;

ALNUS; ALNUS INCANA; BETULA PENDULA;

EID: 84905916538     PISSN: 19391404     EISSN: 21511535     Source Type: Journal    
DOI: 10.1109/JSTARS.2013.2294242     Document Type: Article

References (43)

1. C. O. Justice, E. Vermote, J. R. G. Townshend, R. Defries, D. P. Roy, D. K. Hall, et al., "The moderate resolution imaging spectroradiometer MODIS: Land remote sensing for global change research," IEEE Trans. Geosci. Remote Sens., vol. 36, no. 4, pp. 1228-1249, Jul. 1998. (Pubitemid 128748531)
2. T. Nilson, S. Suviste, T. Lükk, and A. Eenmäe, "Seasonal reflectance course of some forest types in Estonia from a series of Landsat TM and SPOT images and via simulation," Int. J. Remote Sens., vol. 29, no. 17-18, pp. 5073-5091, 2008.
3. O. Hagolle, A. Lobo, P. Maisongrande, F. Cabot, B. Duchemin, and A. De Pereyra, "Quality assessment and improvement of temporally composited products of remotely sensed imagery by combination of VEGETATION 1 and 2 images," Remote Sens. Environ., vol. 94, pp. 172-186, 2004. (Pubitemid 40020257)
4. M. Rautiainen, T. Nilson, and T. Lükk, "Seasonal reflectance trends of hemiboreal birch forests," Remote Sens. Environ., vol. 113, no. 4, pp. 805-815, 2009.
5. S. Goward and D. Dye, "Evaluating North American net primary productivity with satellite observations," Adv. Space Res., vol. 7, no. 11, pp. 165-174, 1987.
6. E. M. Middleton, J. H. Sullivan, B. D. Bovard, A. J. Deluca, S. S. Chan, and T. A. Cannon, "Seasonal variability in foliar characteristics and physiology for boreal forest species at the five Saskatchewan tower sites during the 1994 Boreal Ecosystem-Atmosphere Study," J. Geophys. Res. Atmos., vol. 102, no. D24, pp. 28 831-28 844, 1997.
7. D. Roberts, B. Nelson, J. Adams, and F. Palmer, "Spectral changes with leaf aging in Amazon caatinga," Trees Struct. Funct., vol. 12, no. 6, pp. 315-325, 1998. (Pubitemid 28214240)
8. Y. Qi, S. Bai, and G. Heisler, "Changes in ultraviolet-B and visible optical properties and absorbing pigment concentrations in pecan leaves during a growing season," Agr. Forest Meteorol., vol. 120, no. 1-4, pp. 229-240, 2003. (Pubitemid 37538146)
9. A. Burkholder, T. A. Warner, M. Culp, and R. Landenberger, "Seasonal trends in separability of leaf reflectance spectra for Ailanthus altissima and four other tree species," Photogramm. Eng. Remote Sens., vol. 77, no. 8, pp. 793-804, 2011.
10. M. A. Goenaga, M. C. Torres-Madronero, M. Velez-Reyes, S. J. Van Bloem, and J. D. Chinea, "Unmixing analysis of a time series of Hyperion images over the Guánica dry forest in Puerto Rico," IEEE J. Sel. Top. Appl. Earth Observ. Remote Sens., vol. 6, no. 2, pp. 329-338, Apr. 2012.
11. B. Somers and G. P. Asner, "Invasive species mapping in Hawaiian rainforests using multi-temporal Hyperion spaceborne imaging spectroscopy," IEEE J. Sel. Top. Appl. Earth Observ. Remote Sens., vol. 6, no. 2, pp. 351-359, Apr. 2013.
12. L. Hallik, O. Kull, U. Niinemets, and A. Aan, "Contrasting correlation networks between leaf structure, nitrogen and chlorophyll in herbaceous and woody canopies," Basic Appl. Ecol., vol. 10, no. 4, pp. 309-318, 2009.
13. L. Hallik, U. Niinemets, and O. Kull, "Photosynthetic acclimation to light in woody and herbaceous species: A comparison of leaf structure, pigment content and chlorophyll fluorescence characteristics measured in the field," Plant Biol., vol. 14, no. 1, pp. 88-99, 2012.
14. B. Datt, "Visible/near infrared reflectance and chlorophyll content in eucalyptus leaves," Int. J. Remote Sens., vol. 20, no. 14, pp. 2741-2759, 1999. (Pubitemid 30005608)
15. A. D. Richardson, S. P. Duigan, and G. P. Berlyn, "An evaluation of noninvasive methods to estimate foliar chlorophyll content," New Phytol., vol. 153, no. 1, pp. 185-194, 2002. (Pubitemid 34057126)
16. D. Sims and J. Gamon, "Relationships between leaf pigment content and spectral reflectance across a wide range of species, leaf structures and developmental stages," Remote Sens. Environ., vol. 81, no. 2-3, pp. 337-354, 2002. (Pubitemid 34853603)
17. A. A. Gitelson, Y. Gritz, and M. N. Merzlyak, "Relationships between leaf chlorophyll content and spectral reflectance and algorithms for non-destructive chlorophyll assessment in higher plant leaves," J. Plant Physiol., vol. 160, no. 3, pp. 271-282, 2003. (Pubitemid 36408997)
18. G. Le Maire, C. François, and E. Dufrêne, "Towards universal broad leaf chlorophyll indices using PROSPECT simulated database and hyperspectral reflectance measurements," Remote Sens. Environ., vol. 89, no. 1, pp. 1-28, 2004. (Pubitemid 38178919)
19. S. M. Kochubey and T. A. Kazantsev, "Changes in the first derivatives of leaf reflectance spectra of various plants induced by variations of chlorophyll content," J. Plant Physiol., vol. 164, no. 12, pp. 1648-1655, 2007. (Pubitemid 350087319)
20. A. Gitelson, M. Merzlyak, and H. Lichtenthaler, "Detection of red edge position and chlorophyll content by reflectance measurements near 700 nm," J. Plant Physiol., vol. 148, no. 3-4, pp. 501-508, 1996. (Pubitemid 26350432)
21. D. Horler, M. Dockray, J. Barber, and A. Barringer, "Red edge measurements for remotely sensing plant chlorophyll content," Adv. Space Res., vol. 3, no. 2, pp. 273-277, 1983.
22. J. G. P. W. Clevers and L. Kooistra, "Using hyperspectral remote sensing data for retrieving canopy chlorophyll and nitrogen content," IEEE J. Sel. Top. Appl. Earth Observ. Remote Sens., vol. 5, no. 2, pp. 574-583, Apr. 2012.
23. N. R. Baker and M. Bradbury, "Possible applications of chlorophyll fluorescence techniques for studying photosynthesis in vivo," in Plant. Daylight Spectrum, H. Smith, Ed., New York, NY, USA: Academic Press,1981, pp. 355-373.
24. P. J. Zarco-Tejada, J. C. Pushnik, S. Dobrowski, and S. L. Ustin, "Steadystate chlorophyll a fluorescence detection from canopy derivative reflectance and double-peak red-edge effects," Remote Sens. Environ., vol. 84, no. 2, pp. 283-294, 2003. (Pubitemid 36087475)
25. P. K. E. Campbell, E. M. Middleton, K. J. Thome, R. F. Kokaly, K. F. Huemmrich, D. Lagomasino, et al., "EO-1 Hyperion reflectance time series at calibration and validation sites: Stability and sensitivity to seasonal dynamics," IEEE J. Sel. Top. Appl. Earth Observ. Remote Sens., vol. 6, no. 2, pp. 276-290, Apr. 2013.
26. C. D. Elvidge, "Visible and near infrared reflectance characteristics of dry plant materials," Int. J. Remote Sens., vol. 11, no. 10, pp. 1775-1795, 1990.
27. M. K. Bartlett, S. V. Ollinger, D. Y. Hollinger, H. F. Wicklein, and A. D. Richardson, "Canopy-scale relationships between foliar nitrogen and albedo are not observed in leaf reflectance and transmittance within temperate deciduous tree species," Botany-Botanique, vol. 89, no. 7, pp. 491-497, 2011.
28. M. N. Merzlyak, O. B. Chivkunova, T. B. Melø, and K. R. Naqvi, "Does a leaf absorb radiation in the near infrared (780-900 nm) region? A new approach to quantifying optical reflection, absorption and transmission of leaves," Photosynth. Res., vol. 72, no. 3, pp. 263-270, 2002. (Pubitemid 35021966)
29. J. Peñuelas, I. Filella, and J. A. Gamon, "Assessment of photosynthetic radiation-use efficiency with spectral reflectance," New Phytol., vol. 131, no. 3, pp. 291-296, 1995. (Pubitemid 3001160)
30. T. Brakke, W. Wergin, E. Erbe, and J. Harnden, "Seasonal variation in the structure and red reflectance of leaves from yellow poplar, red oak, and red maple," Remote Sens. Environ., vol. 43, no. 2, pp. 115-130, 1993. (Pubitemid 23379941)
31. V. Demarez, J. Gastellu-Etchegorry, E. Mougin, G. Marty, C. Proisy, E. Dufrêne, et al., "Seasonal variation of leaf chlorophyll content of a temperate forest. Inversion of the PROSPECT model," Int. J. Remote Sens., vol. 20, no. 5, pp. 879-894, 1999. (Pubitemid 29253247)
32. J. H. McClendon and L. Fukshansky, "On the interpretation of absorption spectra of leaves-1. Introduction and the correction of leaf spectra for surface reflection," Photochem. Photobiol., vol. 51, no. 2, pp. 203-210, 1990.
33. B. Datt, "A new reflectance index for remote sensing of chlorophyll content in higher plants: Tests using eucalyptus leaves," J. Plant Physiol., vol. 154, no. 1, pp. 30-36, 1999. (Pubitemid 29072956)
34. A. A. Gitelson, G. P. Keydan, and M. N. Merzlyak, "Three-band model for noninvasive estimation of chlorophyll, carotenoids, and anthocyanin contents in higher plant leaves," Geophys. Res. Lett., vol. 33, no. 11, p. L11402, 2006.
35. J.-B. Féret, C. François, A. Gitelson, G. P. Asner, K. M. Barry, C. Panigada, et al., "Optimizing spectral indices and chemometric analysis of leaf chemical properties using radiative transfer modeling," Remote Sens. Environ., vol. 115, no. 10, pp. 2742-2750, 2011.
36. E. Kodani, Y. Awaya, K. Tanaka, and N. Matsumura, "Seasonal patterns of canopy structure, biochemistry and spectral reflectance in a broad-leaved deciduous Fagus crenata canopy," Forest Ecol. Manage., vol. 167, no. 1-3, pp. 233-249, 2002. (Pubitemid 34805491)
37. Y. Zhang, J. Chen, and S. Thomas, "Retrieving seasonal variation in chlorophyll content of overstory and understory sugar maple leaves from leaf-level hyperspectral data," Can. J. Remote Sens., vol. 33, no. 5, pp. 406-415, 2007. (Pubitemid 350273104)
38. G. le Maire, C. François, K. Soudani, D. Berveiller, J.-Y. Pontailler, N. Bréda, et al., "Calibration and validation of hyperspectral indices for the estimation of broadleaved forest leaf chlorophyll content, leaf mass per area, leaf area index and leaf canopy biomass," Remote Sens. Environ., vol. 112, no. 10, pp. 3846-3864, 2008.
39. R. Main, M. A. Cho, R. Mathieu, M. M. O'Kennedy, A. Ramoelo, and S. Koch, "An investigation into robust spectral indices for leaf chlorophyll estimation," ISPRS J. Photogramm. Remote Sens., vol. 66, no. 6, pp. 751-761, 2011.
40. S. L. Ustin, A. A. Gitelson, S. Jacquemoud, M. Schaepman, G. P. Asner, J. A. Gamon, et al., "Retrieval of foliar information about plant pigment systems from high resolution spectroscopy," Remote Sens. Environ., vol. 113, pp. S67-S77, 2009.
41. S. Jacquemoud and F. Baret, "PROSPECT-A model of leaf optical properties spectra," Remote Sens. Environ., vol. 34, no. 2, pp. 75-91, 1990.
42. F. Baret, S. Jacquemoud, G. Guyot, and C. Leprieur, "Modeled analysis of the biophysical nature of spectral shifts and comparison with informationcontent of broad bands," Remote Sens. Environ., vol. 41, no. 2-3, pp. 133-142, 1992.
43. S. Jacquemoud, S. L. Ustin, J. Verdebout, G. Schmuck, G. Andreoli, and B. Hosgood, "Estimating leaf biochemistry using the PROSPECT leaf optical properties model," Remote Sens. Environ., vol. 56, no. 3, pp. 194-202, 1996.