메뉴 건너뛰기




Volumn 119, Issue 3, 2014, Pages 181-191

Beyond leaf color: Comparing camera-based phenological metrics with leaf biochemical, biophysical, and spectral properties throughout the growing season of a temperate deciduous forest

Author keywords

chlorophyll; green up; leaf physiology; phenology; senescence; vegetation spectroscopy

Indexed keywords

BIOCHEMICAL COMPOSITION; BIOPHYSICS; CARBON CYCLE; CHLOROPHYLL; COLOR; COMPARATIVE STUDY; DECIDUOUS FOREST; GROWING SEASON; LEAF AREA; PHENOLOGY; SATELLITE DATA; SENESCENCE; SPECTRAL ANALYSIS; WATER BUDGET;

EID: 84898907820     PISSN: None     EISSN: 21698961     Source Type: Journal    
DOI: 10.1002/2013JG002460     Document Type: Article
Times cited : (96)

References (60)
  • 1
    • 0032084065 scopus 로고    scopus 로고
    • Biophysical and biochemical sources of variability in canopy reflectance
    • Asner, G. P., (1998), Biophysical and biochemical sources of variability in canopy reflectance, Remote Sens. Environ., 64 (3), 234-487.
    • (1998) Remote Sens. Environ. , vol.64 , Issue.3 , pp. 234-487
    • Asner, G.P.1
  • 2
    • 50849144917 scopus 로고    scopus 로고
    • Spectral and chemical analysis of tropical forests: Scaling from leaf to canopy levels
    • Asner, G., and, R. Martin, (2008), Spectral and chemical analysis of tropical forests: Scaling from leaf to canopy levels, Remote Sens. Environ., 112 (10), 3958-3970.
    • (2008) Remote Sens. Environ. , vol.112 , Issue.10 , pp. 3958-3970
    • Asner, G.1    Martin, R.2
  • 3
    • 63849175374 scopus 로고    scopus 로고
    • Leaf chemical and spectral diversity in Australian tropical forests
    • Asner, G. P., R. E. Martin, A. Ford, D. Metcalfe, and, M. Liddell, (2009), Leaf chemical and spectral diversity in Australian tropical forests, Ecol. Appl., 19 (1), 236-253.
    • (2009) Ecol. Appl. , vol.19 , Issue.1 , pp. 236-253
    • Asner, G.P.1    Martin, R.E.2    Ford, A.3    Metcalfe, D.4    Liddell, M.5
  • 5
    • 0028974495 scopus 로고
    • Analysis of short time series: Correcting for autocorrelation
    • Bence, J. R., (1995), Analysis of short time series: Correcting for autocorrelation, Ecology, 76 (2), 628-639.
    • (1995) Ecology , vol.76 , Issue.2 , pp. 628-639
    • Bence, J.R.1
  • 7
    • 2942739366 scopus 로고    scopus 로고
    • A simple method for reconstructing a high-quality NDVI time-series data set based on the Savitzky-Golay filter
    • Chen, J., P. Jönsson, M. Tamura, Z. Gu, B. Matsushita, and, L. Eklundh, (2004), A simple method for reconstructing a high-quality NDVI time-series data set based on the Savitzky-Golay filter, Remote Sens. Environ., 91 (3-4), 332-344.
    • (2004) Remote Sens. Environ. , vol.91 , Issue.34 , pp. 332-344
    • Chen, J.1    Jönsson, P.2    Tamura, M.3    Gu, Z.4    Matsushita, B.5    Eklundh, L.6
  • 8
    • 0037714352 scopus 로고    scopus 로고
    • Respiration and photosynthesis characteristics of current-year stems of Fagus sylvatica: From the seasonal pattern to an annual balance
    • Damesin, C., (2003), Respiration and photosynthesis characteristics of current-year stems of Fagus sylvatica: From the seasonal pattern to an annual balance, New Phytol., 158 (3), 465-475.
    • (2003) New Phytol. , vol.158 , Issue.3 , pp. 465-475
    • Damesin, C.1
  • 9
    • 0034719419 scopus 로고    scopus 로고
    • Photosynthesis: Harvesting sunlight safely
    • Demmig-Adams, B., and, W. W. Adams, (2000), Photosynthesis: Harvesting sunlight safely, Nature, 403 (6768), 371-374.
    • (2000) Nature , vol.403 , Issue.6768 , pp. 371-374
    • Demmig-Adams, B.1    Adams, W.W.2
  • 10
    • 0037073482 scopus 로고    scopus 로고
    • Antioxidants in photosynthesis and human nutrition
    • Demmig-Adams, B., and, W. W. Adams, (2002), Antioxidants in photosynthesis and human nutrition, Science, 298 (5601), 2149-2153.
    • (2002) Science , vol.298 , Issue.5601 , pp. 2149-2153
    • Demmig-Adams, B.1    Adams, W.W.2
  • 11
    • 0027090949 scopus 로고
    • Leaf mass per area, nitrogen content and photosynthetic carbon gain in Acer saccharum seedlings in contrasting forest light environments
    • Ellsworth, D. S., and, P. B. Reich, (1992), Leaf mass per area, nitrogen content and photosynthetic carbon gain in Acer saccharum seedlings in contrasting forest light environments, Funct. Ecol., 6 (4), 423-435.
    • (1992) Funct. Ecol. , vol.6 , Issue.4 , pp. 423-435
    • Ellsworth, D.S.1    Reich, P.B.2
  • 12
    • 84855856944 scopus 로고    scopus 로고
    • Landscape controls on the timing of spring, autumn, and growing season length in mid-Atlantic forests
    • Elmore, A. J., S. M. Guinn, B. J. Minsley, and, A. D. Richardson, (2012), Landscape controls on the timing of spring, autumn, and growing season length in mid-Atlantic forests, Global Change Biol., 18 (2), 656-674.
    • (2012) Global Change Biol. , vol.18 , Issue.2 , pp. 656-674
    • Elmore, A.J.1    Guinn, S.M.2    Minsley, B.J.3    Richardson, A.D.4
  • 13
    • 0021029271 scopus 로고
    • Leaf age and seasonal effects on light, water, and nitrogen use efficiency in a California shrub
    • Field, C., and, H. A. Mooney, (1983), Leaf age and seasonal effects on light, water, and nitrogen use efficiency in a California shrub, Oecologia, 56 (2), 348-355.
    • (1983) Oecologia , vol.56 , Issue.2 , pp. 348-355
    • Field, C.1    Mooney, H.A.2
  • 14
    • 34250642381 scopus 로고    scopus 로고
    • Cross-scalar satellite phenology from ground, Landsat, and MODIS data
    • Fisher, J., and, J. Mustard, (2007), Cross-scalar satellite phenology from ground, Landsat, and MODIS data, Remote Sens. Environ., 109, 261-273.
    • (2007) Remote Sens. Environ. , vol.109 , pp. 261-273
    • Fisher, J.1    Mustard, J.2
  • 15
    • 30544439121 scopus 로고    scopus 로고
    • Green leaf phenology at Landsat resolution: Scaling from the field to the satellite
    • Fisher, J., J. Mustard, and, M. Vadboncoeur, (2006), Green leaf phenology at Landsat resolution: Scaling from the field to the satellite, Remote Sens. Environ., 100, 265-279.
    • (2006) Remote Sens. Environ. , vol.100 , pp. 265-279
    • Fisher, J.1    Mustard, J.2    Vadboncoeur, M.3
  • 16
    • 0037204986 scopus 로고    scopus 로고
    • Rapid changes in flowering time in British plants
    • Fitter, A. H., and, R. S. Fitter, (2002), Rapid changes in flowering time in British plants, Science, 296 (5573), 1689-1691.
    • (2002) Science , vol.296 , Issue.5573 , pp. 1689-1691
    • Fitter, A.H.1    Fitter, R.S.2
  • 17
    • 33746256139 scopus 로고    scopus 로고
    • Foliar spectral properties following leaf clipping and implications for handling techniques
    • Foley, S., B. Rivard, G. Sanchez-Azofeifa, and, J. Calvo, (2006), Foliar spectral properties following leaf clipping and implications for handling techniques, Remote Sens. Environ., 103 (3), 265-275.
    • (2006) Remote Sens. Environ. , vol.103 , Issue.3 , pp. 265-275
    • Foley, S.1    Rivard, B.2    Sanchez-Azofeifa, G.3    Calvo, J.4
  • 18
    • 0036816852 scopus 로고    scopus 로고
    • Cultural, environmental and historical controls of vegetation patterns and the modern conservation setting on the island of Martha's Vineyard USA
    • Foster, D., B. Hall, S. Barry, S. Clayden, and, T. Parshall, (2002), Cultural, environmental and historical controls of vegetation patterns and the modern conservation setting on the island of Martha's Vineyard USA, J. Biogeogr., 29, 1381-1400.
    • (2002) J. Biogeogr. , vol.29 , pp. 1381-1400
    • Foster, D.1    Hall, B.2    Barry, S.3    Clayden, S.4    Parshall, T.5
  • 20
    • 0023399652 scopus 로고
    • Color enhancement of highly correlated images. II. Channel ratio and "chromaticity" transformation techniques
    • Gillespie, A. R., A. B. Kahle, and, R. E. Walker, (1987), Color enhancement of highly correlated images. II. Channel ratio and "chromaticity" transformation techniques, Remote Sens. Environ., 22 (3), 343-365.
    • (1987) Remote Sens. Environ. , vol.22 , Issue.3 , pp. 343-365
    • Gillespie, A.R.1    Kahle, A.B.2    Walker, R.E.3
  • 21
    • 33746572112 scopus 로고    scopus 로고
    • Three-band model for noninvasive estimation of chlorophyll, carotenoids, and anthocyanin contents in higher plant leaves
    • doi: 10.1029/2006GL026457
    • Gitelson, A. A., G. P. Keydan, and, M. N. Merzlyak, (2006), Three-band model for noninvasive estimation of chlorophyll, carotenoids, and anthocyanin contents in higher plant leaves, Geophys. Res. Lett., 33, L11402, doi: 10.1029/2006GL026457.
    • (2006) Geophys. Res. Lett. , vol.33
    • Gitelson, A.A.1    Keydan, G.P.2    Merzlyak, M.N.3
  • 22
    • 0032784149 scopus 로고    scopus 로고
    • Seasonal variations in leaf area index, leaf chlorophyll, and water content; Scaling-up to estimate fAPAR and carbon balance in a multilayer, multispecies temperate forest
    • Gond, V., D. G. G. de Pury, F. Veroustraete, and, R. Ceulemans, (1999), Seasonal variations in leaf area index, leaf chlorophyll, and water content; scaling-up to estimate fAPAR and carbon balance in a multilayer, multispecies temperate forest, Tree physiology, 19 (10), 673-679.
    • (1999) Tree Physiology , vol.19 , Issue.10 , pp. 673-679
    • Gond, V.1    De Pury, D.G.G.2    Veroustraete, F.3    Ceulemans, R.4
  • 23
    • 84867635949 scopus 로고    scopus 로고
    • Detecting plant seasonality from webcams using Bayesian multiple change point analysis
    • Henneken, R., V. Dose, C. Schleip, and, A. Menzel, (2013), Detecting plant seasonality from webcams using Bayesian multiple change point analysis, Agric. For. Meteorol., 168 (0), 177-185.
    • (2013) Agric. For. Meteorol. , vol.168 , pp. 177-185
    • Henneken, R.1    Dose, V.2    Schleip, C.3    Menzel, A.4
  • 24
    • 0036846393 scopus 로고    scopus 로고
    • Overview of the radiometric and biophysical performance of the MODIS vegetation indices
    • Huete, A., K. Didan, T. Miura, E. P. Rodriguez, X. Gao, and, L. G. Ferreira, (2002), Overview of the radiometric and biophysical performance of the MODIS vegetation indices, Remote Sens. Environ., 83 (1-2), 195-213.
    • (2002) Remote Sens. Environ. , vol.83 , Issue.12 , pp. 195-213
    • Huete, A.1    Didan, K.2    Miura, T.3    Rodriguez, E.P.4    Gao, X.5    Ferreira, L.G.6
  • 25
    • 84855434315 scopus 로고    scopus 로고
    • Linking near-surface and satellite remote sensing measurements of deciduous broadleaf forest phenology
    • Hufkens, K., M. Friedl, O. Sonnentag, B. H. Braswell, T. Milliman, and, A. D. Richardson, (2012), Linking near-surface and satellite remote sensing measurements of deciduous broadleaf forest phenology, Remote Sens. Environ., 117 (0), 307-321.
    • (2012) Remote Sens. Environ. , vol.117 , pp. 307-321
    • Hufkens, K.1    Friedl, M.2    Sonnentag, O.3    Braswell, B.H.4    Milliman, T.5    Richardson, A.D.6
  • 26
    • 44949287707 scopus 로고
    • PROSPECT: A model of leaf optical properties spectra
    • Jacquemoud, S., and, F. Baret, (1990), PROSPECT: A model of leaf optical properties spectra, Remote Sens. Environ., 34 (2), 75-91.
    • (1990) Remote Sens. Environ. , vol.34 , Issue.2 , pp. 75-91
    • Jacquemoud, S.1    Baret, F.2
  • 28
    • 0022822868 scopus 로고
    • Temporal and spatial patterns of specific leaf weight in successional northern hardwood tree species
    • Jurik, T. W., (1986), Temporal and spatial patterns of specific leaf weight in successional northern hardwood tree species, Am. J. Bot., 73 (8), 1083-1092.
    • (1986) Am. J. Bot. , vol.73 , Issue.8 , pp. 1083-1092
    • Jurik, T.W.1
  • 29
    • 44449153569 scopus 로고    scopus 로고
    • A continental strategy for the National Ecological Observatory Network (NEON)
    • Keller, M., D. Schimel, W. W. Hargrove Jr., and, F. M. Hoffman, (2008), A continental strategy for the National Ecological Observatory Network (NEON), Front. Ecol. Environ., 6 (5), 282-284.
    • (2008) Front. Ecol. Environ. , vol.6 , Issue.5 , pp. 282-284
    • Keller, M.1    Schimel, D.2    Hargrove Jr., W.W.3    Hoffman, F.M.4
  • 30
    • 0001102675 scopus 로고    scopus 로고
    • Nutrients in Senesced leaves: Keys to the search for potential resorption and resorption proficiency
    • Killingbeck, K. T., (1996), Nutrients in Senesced leaves: Keys to the search for potential resorption and resorption proficiency, Ecology, 77 (6), 1716-1727.
    • (1996) Ecology , vol.77 , Issue.6 , pp. 1716-1727
    • Killingbeck, K.T.1
  • 31
    • 84985407427 scopus 로고
    • Changes in chlorophyll and carotenoid content, specific leaf area and dry weight fraction in Sitka spruce, in response to shading and season
    • Lewandowska, M., and, P. Jarvis, (1977), Changes in chlorophyll and carotenoid content, specific leaf area and dry weight fraction in Sitka spruce, in response to shading and season, New Phytol., 79 (2), 247-256.
    • (1977) New Phytol. , vol.79 , Issue.2 , pp. 247-256
    • Lewandowska, M.1    Jarvis, P.2
  • 33
    • 4544322591 scopus 로고    scopus 로고
    • Chlorophylls and carotenoids: Measurement and characterization by UV-VIS spectroscopy
    • John Wiley, New York
    • Lichtenthaler, H. K., and, C. Buschmann, (2001), Chlorophylls and carotenoids: Measurement and characterization by UV-VIS spectroscopy, in Current Protocols in Food Analytical Chemistry, pp. 705-758, John Wiley, New York.
    • (2001) Current Protocols in Food Analytical Chemistry , pp. 705-758
    • Lichtenthaler, H.K.1    Buschmann, C.2
  • 34
    • 79959619115 scopus 로고    scopus 로고
    • Remote estimation of gross primary production in maize and support for a new paradigm based on total crop chlorophyll content
    • Peng, Y., A. A. Gitelson, G. Keydan, D. C. Rundquist, and, W. Moses, (2011), Remote estimation of gross primary production in maize and support for a new paradigm based on total crop chlorophyll content, Remote Sens. Environ., 115 (4), 978-989.
    • (2011) Remote Sens. Environ. , vol.115 , Issue.4 , pp. 978-989
    • Peng, Y.1    Gitelson, A.A.2    Keydan, G.3    Rundquist, D.C.4    Moses, W.5
  • 35
    • 66149140645 scopus 로고    scopus 로고
    • Phenology feedbacks on climate change
    • Peñuelas, J., T. Rutishauser, and, I. Filella, (2009), Phenology feedbacks on climate change, Science, 324 (5929), 887-888.
    • (2009) Science , vol.324 , Issue.5929 , pp. 887-888
    • Peñuelas, J.1    Rutishauser, T.2    Filella, I.3
  • 36
    • 65249150658 scopus 로고    scopus 로고
    • Causes and consequences of variation in leaf mass per area (LMA): A meta-analysis
    • Poorter, H., Ü. Niinemets, L. Poorter, I. J. Wright, and, R. Villar, (2009), Causes and consequences of variation in leaf mass per area (LMA): A meta-analysis, New Phytol., 182 (3), 565-588.
    • (2009) New Phytol. , vol.182 , Issue.3 , pp. 565-588
    • Poorter, H.1    Niinemets, Ü.2    Poorter, L.3    Wright, I.J.4    Villar, R.5
  • 37
    • 84892215961 scopus 로고    scopus 로고
    • Phenological differences between understory and overstory: A case study using the long-term Harvard Forest records
    • edited by A. Noormets, Springer Science, New York
    • Richardson, A. D., and, J. O'Keefe, (2009), Phenological differences between understory and overstory: A case study using the long-term Harvard Forest records, in Phenology of Ecosystem Processes, edited by, A. Noormets, pp. 87-117, Springer Science, New York.
    • (2009) Phenology of Ecosystem Processes , pp. 87-117
    • Richardson, A.D.1    O'Keefe, J.2
  • 38
    • 69449089117 scopus 로고    scopus 로고
    • Near-surface remote sensing of spatial and temporal variation in canopy phenology
    • Richardson, A. D., B. Braswell, D. Hollinger, J. Jenkins, and, S. Ollinger, (2009), Near-surface remote sensing of spatial and temporal variation in canopy phenology, Ecol. Appl., 19 (6), 1417-1428.
    • (2009) Ecol. Appl. , vol.19 , Issue.6 , pp. 1417-1428
    • Richardson, A.D.1    Braswell, B.2    Hollinger, D.3    Jenkins, J.4    Ollinger, S.5
  • 39
    • 77958065200 scopus 로고    scopus 로고
    • Influence of spring and autumn phenological transitions on forest ecosystem productivity
    • Richardson, A. D., et al. (2010), Influence of spring and autumn phenological transitions on forest ecosystem productivity, Philos. Trans. R. Soc. B: Biological Sciences, 365 (1555), 3227-3246.
    • (2010) Philos. Trans. R. Soc. B: Biological Sciences , vol.365 , Issue.1555 , pp. 3227-3246
    • Richardson, A.D.1
  • 40
    • 84855855291 scopus 로고    scopus 로고
    • Terrestrial biosphere models need better representation of vegetation phenology: Results from the North American Carbon Program Site Synthesis
    • Richardson, A. D., et al. (2012), Terrestrial biosphere models need better representation of vegetation phenology: Results from the North American Carbon Program Site Synthesis, Global Change Biol., 18 (2), 566-584.
    • (2012) Global Change Biol. , vol.18 , Issue.2 , pp. 566-584
    • Richardson, A.D.1
  • 41
    • 84869873408 scopus 로고    scopus 로고
    • Climate change, phenology, and phenological control of vegetation feedbacks to the climate system
    • Richardson, A. D., T. F. Keenan, M. Migliavacca, Y. Ryu, O. Sonnentag, and, M. Toomey, (2013), Climate change, phenology, and phenological control of vegetation feedbacks to the climate system, Agric. For. Meteorol., 169 (0), 156-173.
    • (2013) Agric. For. Meteorol. , vol.169 , pp. 156-173
    • Richardson, A.D.1    Keenan, T.F.2    Migliavacca, M.3    Ryu, Y.4    Sonnentag, O.5    Toomey, M.6
  • 44
    • 84863205849 scopus 로고    scopus 로고
    • NIH Image to ImageJ: 25 years of image analysis
    • Schneider, C. A., W. S. Rasband, and, K. W. Eliceiri, (2012), NIH Image to ImageJ: 25 years of image analysis, Nat. Methods, 9 (7), 671-675.
    • (2012) Nat. Methods , vol.9 , Issue.7 , pp. 671-675
    • Schneider, C.A.1    Rasband, W.S.2    Eliceiri, K.W.3
  • 45
    • 0020461229 scopus 로고
    • Seasonal and individual variation in leaf quality of two northern hardwoods tree species
    • Schultz, J. C., P. J. Nothnagle, and, I. T. Baldwin, (1982), Seasonal and individual variation in leaf quality of two northern hardwoods tree species, Am. J. Bot., 69 (5), 753-759.
    • (1982) Am. J. Bot. , vol.69 , Issue.5 , pp. 753-759
    • Schultz, J.C.1    Nothnagle, P.J.2    Baldwin, I.T.3
  • 46
    • 33645841632 scopus 로고    scopus 로고
    • Onset of spring starting earlier across the Northern Hemisphere
    • Schwartz, M. D., R. Ahas, and, A. Aasa, (2006), Onset of spring starting earlier across the Northern Hemisphere, Global Change Biol., 12 (2), 343-351.
    • (2006) Global Change Biol. , vol.12 , Issue.2 , pp. 343-351
    • Schwartz, M.D.1    Ahas, R.2    Aasa, A.3
  • 48
    • 0036330345 scopus 로고    scopus 로고
    • Relationships between leaf pigment content and spectral reflectance across a wide range of species, leaf structures and developmental stages
    • Sims, D. A., and, J. A. Gamon, (2002), Relationships between leaf pigment content and spectral reflectance across a wide range of species, leaf structures and developmental stages, Remote Sens. Environ., 81 (2-3), 337-354.
    • (2002) Remote Sens. Environ. , vol.81 , Issue.23 , pp. 337-354
    • Sims, D.A.1    Gamon, J.A.2
  • 49
    • 0001020441 scopus 로고    scopus 로고
    • Estimating near-infrared leaf reflectance from leaf structural characteristics
    • Slaton, M. R., E. Raymond Hunt, and, W. K. Smith, (2001), Estimating near-infrared leaf reflectance from leaf structural characteristics, Am. J. Bot., 88 (2), 278-284.
    • (2001) Am. J. Bot. , vol.88 , Issue.2 , pp. 278-284
    • Slaton, M.R.1    Raymond Hunt, E.2    Smith, W.K.3
  • 54
    • 0034992535 scopus 로고    scopus 로고
    • Leaf age affects the seasonal pattern of photosynthetic capacity and net ecosystem exchange of carbon in a deciduous forest
    • Wilson, K. B., D. D. Baldocchi, and, P. J. Hanson, (2001), Leaf age affects the seasonal pattern of photosynthetic capacity and net ecosystem exchange of carbon in a deciduous forest, Plant Cell Environ., 24 (6), 571-583.
    • (2001) Plant Cell Environ. , vol.24 , Issue.6 , pp. 571-583
    • Wilson, K.B.1    Baldocchi, D.D.2    Hanson, P.J.3
  • 55
    • 11144357645 scopus 로고    scopus 로고
    • The worldwide leaf economics spectrum
    • Wright, I. J., et al. (2004), The worldwide leaf economics spectrum, Nature, 428 (6985), 821-827.
    • (2004) Nature , vol.428 , Issue.6985 , pp. 821-827
    • Wright, I.J.1
  • 56
    • 2542615991 scopus 로고    scopus 로고
    • Modeling gross primary production of temperate deciduous broadleaf forest using satellite images and climate data
    • Xiao, X., Q. Zhang, B. Braswell, S. Urbanski, S. Boles, S. Wofsy, B. Moore Iii, and, D. Ojima, (2004), Modeling gross primary production of temperate deciduous broadleaf forest using satellite images and climate data, Remote Sens. Environ., 91 (2), 256-270.
    • (2004) Remote Sens. Environ. , vol.91 , Issue.2 , pp. 256-270
    • Xiao, X.1    Zhang, Q.2    Braswell, B.3    Urbanski, S.4    Boles, S.5    Wofsy, S.6    Moore III, B.7    Ojima, D.8
  • 57
    • 84866664426 scopus 로고    scopus 로고
    • Regional-scale phenology modeling based on meteorological records and remote sensing observations
    • doi: 10.1029/2012JG001977
    • Yang, X., J. F. Mustard, J. Tang, and, H. Xu, (2012), Regional-scale phenology modeling based on meteorological records and remote sensing observations, J. Geophys. Res., 117, G03029, doi: 10.1029/2012JG001977.
    • (2012) J. Geophys. Res. , vol.117
    • Yang, X.1    Mustard, J.F.2    Tang, J.3    Xu, H.4
  • 58
    • 78650888646 scopus 로고    scopus 로고
    • Monitoring fall foliage coloration dynamics using time-series satellite data
    • Zhang, X., and, M. D. Goldberg, (2011), Monitoring fall foliage coloration dynamics using time-series satellite data, Remote Sens. Environ., 115 (2), 382-391.
    • (2011) Remote Sens. Environ. , vol.115 , Issue.2 , pp. 382-391
    • Zhang, X.1    Goldberg, M.D.2
  • 60
    • 37249059789 scopus 로고    scopus 로고
    • Retrieving seasonal variation in chlorophyll content of overstory and understory sugar maple leaves from leaf-level hyperspectral data
    • Zhang, Y., J. M. Chen, and, S. C. Thomas, (2007), Retrieving seasonal variation in chlorophyll content of overstory and understory sugar maple leaves from leaf-level hyperspectral data, Can. J. Remote Sens., 33 (5), 406-415.
    • (2007) Can. J. Remote Sens. , vol.33 , Issue.5 , pp. 406-415
    • Zhang, Y.1    Chen, J.M.2    Thomas, S.C.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.