메뉴 건너뛰기




Volumn 4, Issue 9, 2012, Pages 2576-2594

Discrimination of switchgrass cultivars and nitrogen treatments using pigment profiles and hyperspectral leaf reflectance data

Author keywords

Hyperspectral; Pigments; Reflectance; Switchgrass; Vegetation indices

Indexed keywords

ABSORPTION RATIO; CHLOROPHYLL A; CHLOROPHYLL B; GROWING SEASON; HYPERSPECTRAL; HYPERSPECTRAL DATA; HYPERSPECTRAL REFLECTANCE; LINEAR DISCRIMINANT ANALYSIS; MIDDLE INFRARED; NARROW BANDS; NEAR INFRARED WAVEBANDS; NITROGEN TREATMENT; PHOTOSYNTHETIC PIGMENTS; POTENTIAL TOOL; REFLECTANCE DATA; SPECTRAL DATA; SPECTRO-RADIOMETERS; STEPWISE DISCRIMINANT ANALYSIS; SWITCHGRASS; VEGETATION INDEX; WAVEBANDS;

EID: 84870671104     PISSN: None     EISSN: 20724292     Source Type: Journal    
DOI: 10.3390/rs4092576     Document Type: Article
Times cited : (15)

References (43)
  • 1
    • 30344433741 scopus 로고    scopus 로고
    • The biology and agronomy of switchgrass for biofuels
    • Parrish, D.J.; Fike, J.H. The biology and agronomy of switchgrass for biofuels. Crit. Rev. Plant Sci. 2005, 24, 423-459.
    • (2005) Crit. Rev. Plant Sci. , vol.24 , pp. 423-459
    • Parrish, D.J.1    Fike, J.H.2
  • 3
    • 77954250884 scopus 로고    scopus 로고
    • Biomass production in Switchgrass across the United States: Database description and determinants of yield
    • Wullschleger, S.D.; Davis, E.B.; Borsuk, M.E.; Gunderson, C.A.; Lynd, L.R. Biomass production in Switchgrass across the United States: Database description and determinants of yield. Agron. J. 2010, 102, 1158-1168.
    • (2010) Agron. J. , vol.102 , pp. 1158-1168
    • Wullschleger, S.D.1    Davis, E.B.2    Borsuk, M.E.3    Gunderson, C.A.4    Lynd, L.R.5
  • 5
    • 0034918453 scopus 로고    scopus 로고
    • Biomass production of 'Alamo' switchgrass in response to nitrogen, phosphorus, and row spacing
    • Muir, J.P.; Sanderson, M.A.; Ocumpaugh, W.R.; Jones, R.M.; Reed, R.L. Biomass production of 'Alamo' switchgrass in response to nitrogen, phosphorus, and row spacing. Agron. J. 2001, 93, 896-901.
    • (2001) Agron. J. , vol.93 , pp. 896-901
    • Muir, J.P.1    Sanderson, M.A.2    Ocumpaugh, W.R.3    Jones, R.M.4    Reed, R.L.5
  • 6
    • 14844344915 scopus 로고    scopus 로고
    • Biomass yield and stand characteristics of switchgrass in south central US environments
    • Cassida, K.A.; Muir, J.P.; Hussey, M.A.; Read, J.C.; Venuto, B.C.; Ocumpaugh, W.R. Biomass yield and stand characteristics of switchgrass in south central US environments. Crop Sci. 2005, 45, 673-681.
    • (2005) Crop Sci. , vol.45 , pp. 673-681
    • Cassida, K.A.1    Muir, J.P.2    Hussey, M.A.3    Read, J.C.4    Venuto, B.C.5    Ocumpaugh, W.R.6
  • 7
    • 70350166154 scopus 로고    scopus 로고
    • Establishing and managing switchgrass as an energy crop
    • doi:10.1094/FG-2008-0220-01-RV
    • Parrish, D.J.; Fike, J.H.; Bransby, D.I.; Samson, R. Establishing and managing switchgrass as an energy crop. Forage Grazinglands 2008, doi:10.1094/FG-2008-0220-01-RV.
    • (2008) Forage Grazinglands
    • Parrish, D.J.1    Fike, J.H.2    Bransby, D.I.3    Samson, R.4
  • 8
    • 84870678874 scopus 로고    scopus 로고
    • Center for Remote Sensing and GIS Michigan State University: East Lansing, MI, USA
    • Lusch, D.P. Introduction to Environmental Remote Sensing; Center for Remote Sensing and GIS Michigan State University: East Lansing, MI, USA 1999.
    • (1999) Introduction to Environmental Remote Sensing
    • Lusch, D.P.1
  • 9
    • 0002841953 scopus 로고    scopus 로고
    • Multispectral Remote Sensing and Site-Specific Agriculture: Examples of Current Technology and Future Possibilities
    • Minneapolis, MN, USA, 23 June
    • Barnes, E.M.; Moran, M.S.; Pinter, P.J.,Jr.; Clarke, T.R. Multispectral Remote Sensing and Site-Specific Agriculture: Examples of Current Technology and Future Possibilities. In Proceedings of the International Conference on Precision Agriculture, Minneapolis, MN, USA, 23 June 1996; pp. 843-854.
    • (1996) Proceedings of the International Conference on Precision Agriculture , pp. 843-854
    • Barnes, E.M.1    Moran, M.S.2    Pinter Jr., P.J.3    Clarke, T.R.4
  • 10
    • 2942724627 scopus 로고    scopus 로고
    • Accuracy assessments of hyperspectral waveband performance for vegetation analysis applications
    • Thenkabail, P.S.; Enclona, E.A.; Ashton, M.S.; van der Meer, B. Accuracy assessments of hyperspectral waveband performance for vegetation analysis applications. Remote Sens. Environ. 2004, 91, 354-376.
    • (2004) Remote Sens. Environ. , vol.91 , pp. 354-376
    • Thenkabail, P.S.1    Enclona, E.A.2    Ashton, M.S.3    Meer, B.V.D.4
  • 11
    • 0034212255 scopus 로고    scopus 로고
    • Hyperspectral mixture modeling for quantifying sparse vegetation cover in arid environments
    • McGwire, K.; Minor, T.; Fenstermaker, L. Hyperspectral mixture modeling for quantifying sparse vegetation cover in arid environments. Remote Sens. Environ. 2000, 72, 360-374.
    • (2000) Remote Sens. Environ. , vol.72 , pp. 360-374
    • Mcgwire, K.1    Minor, T.2    Fenstermaker, L.3
  • 12
    • 0028431034 scopus 로고
    • Reflectance indices associated with physiological changes in nitrogen- and water-limited sunflower leaves
    • Penuelas, J.; Gamon, J.A.; Fredeen, A.L.; Merino, J.; Field, C.B. Reflectance indices associated with physiological changes in nitrogen- and water-limited sunflower leaves. Remote Sens. Environ. 1994, 48, 135-146.
    • (1994) Remote Sens. Environ. , vol.48 , pp. 135-146
    • Penuelas, J.1    Gamon, J.A.2    Fredeen, A.L.3    Merino, J.4    Field, C.B.5
  • 13
    • 79551673611 scopus 로고    scopus 로고
    • Discrimination of sugarcane varieties with pigment profiles and high resolution, hyperspectral leaf reflectance data
    • Johnson, R.M.; Viator, R.P.; Veremis, J.C.; Richard, P.E.; Zimba, P.V. Discrimination of sugarcane varieties with pigment profiles and high resolution, hyperspectral leaf reflectance data. J. Am. Soc. Sugar Cane Technol. 2008, 28, 63-75.
    • (2008) J. Am. Soc. Sugar Cane Technol. , vol.28 , pp. 63-75
    • Johnson, R.M.1    Viator, R.P.2    Veremis, J.C.3    Richard, P.E.4    Zimba, P.V.5
  • 15
    • 77957988945 scopus 로고    scopus 로고
    • Value of using different vegetative indices to quantify agricultural crop characteristics at different growth stages under varying management practices
    • Hatfield, J.L.; Prueger, J.H. Value of using different vegetative indices to quantify agricultural crop characteristics at different growth stages under varying management practices. Remote Sens. 2010, 2, 562-578.
    • (2010) Remote Sens. , vol.2 , pp. 562-578
    • Hatfield, J.L.1    Prueger, J.H.2
  • 16
    • 77957068711 scopus 로고
    • Chlorophylls and carotenoids-pigments of photosynthetic biomembranes
    • Lichtenthaler, H.K. Chlorophylls and carotenoids-pigments of photosynthetic biomembranes. Methods Enzymol. 1987, 148, 350-382.
    • (1987) Methods Enzymol. , vol.148 , pp. 350-382
    • Lichtenthaler, H.K.1
  • 17
    • 2942595926 scopus 로고    scopus 로고
    • Interactive effects of ultraviolet-B radiation and temperature on cotton physiology, growth, development and hyperspectral reflectance
    • Kakani, V.G.; Reddy, K.R.; Zhao, D.; Koti, S.; Gao, W. Interactive effects of ultraviolet-B radiation and temperature on cotton physiology, growth, development and hyperspectral reflectance. Photochem. Photobiol. 2004, 79, 416-427.
    • (2004) Photochem. Photobiol. , vol.79 , pp. 416-427
    • Kakani, V.G.1    Reddy, K.R.2    Zhao, D.3    Koti, S.4    Gao, W.5
  • 18
    • 84870659892 scopus 로고    scopus 로고
    • SAS.SAS User's Guide; SAS Institute Inc.: Cary, NC, USA
    • SAS. SAS User's Guide; SAS Institute Inc.: Cary, NC, USA, 2009.
    • (2009)
  • 19
    • 0002975203 scopus 로고
    • On the generalized distance in statistics
    • India
    • Mahalanobis, P.C. On the generalized distance in statistics. Proc. Nat. Inst. Sci. India 1936, 2, 49-55.
    • (1936) Proc. Nat. Inst. Sci. , vol.2 , pp. 49-55
    • Mahalanobis, P.C.1
  • 20
    • 0000153126 scopus 로고
    • Measuring color of growing turf with a reflectance spectrophotometer
    • Birth, G.S.; Mcvey, G.R. Measuring color of growing turf with a reflectance spectrophotometer. Agron. J. 1968, 60, 640-643.
    • (1968) Agron. J. , vol.60 , pp. 640-643
    • Birth, G.S.1    Mcvey, G.R.2
  • 22
    • 0037356853 scopus 로고    scopus 로고
    • Relationships between leaf chlorophyll content and spectral reflectance and algorithms for non-destructive chlorophyll assessment in higher plant leaves
    • Gitelson, A.A.; Gritz,Y.; Merzlyak, M.N. Relationships between leaf chlorophyll content and spectral reflectance and algorithms for non-destructive chlorophyll assessment in higher plant leaves. J. Plant Physiol. 2003, 160, 271-282.
    • (2003) J. Plant Physiol. , vol.160 , pp. 271-282
    • Gitelson, A.A.1    Gritz, Y.2    Merzlyak, M.N.3
  • 23
    • 0028975409 scopus 로고
    • Estimating par absorbed by vegetation from bidirectional reflectance measurements
    • Roujean, J.L.; Breon, F.M. Estimating par absorbed by vegetation from bidirectional reflectance measurements. Remote Sens. Environ. 1995, 51, 375-384.
    • (1995) Remote Sens. Environ. , vol.51 , pp. 375-384
    • Roujean, J.L.1    Breon, F.M.2
  • 24
    • 0036846393 scopus 로고    scopus 로고
    • Overview of the radiometric and biophysical performance of the MODIS vegetation indices
    • Huete, A.; Didan, K.; Miura, T.; Rodriguez, E.P.; Gao, X.; Ferreira, L.G. Overview of the radiometric and biophysical performance of the MODIS vegetation indices. Remote Sens. Environ. 2002, 83, 195-213.
    • (2002) Remote Sens. Environ. , vol.83 , pp. 195-213
    • Huete, A.1    Didan, K.2    Miura, T.3    Rodriguez, E.P.4    Gao, X.5    Ferreira, L.G.6
  • 25
    • 0033004343 scopus 로고    scopus 로고
    • Non-destructive optical detection of pigment changes during leaf senescence and fruit ripening
    • Merzlyak, M.N.; Gitelson, A.A.; Chivkunova, O.B.; Rakitin, V.Y. Non-destructive optical detection of pigment changes during leaf senescence and fruit ripening. Physiol. Plant. 1999, 106, 135-141.
    • (1999) Physiol. Plant. , vol.106 , pp. 135-141
    • Merzlyak, M.N.1    Gitelson, A.A.2    Chivkunova, O.B.3    Rakitin, V.Y.4
  • 28
    • 1842431418 scopus 로고    scopus 로고
    • Hyperspectral vegetation indices and novel algorithms for predicting green LAI of crop canopies: Modeling and validation in the context of precision agriculture
    • Haboudane, D.; Miller, J.R.; Pattey, E.; Zarco-Tejada, P.J.; Strachan, I.B. Hyperspectral vegetation indices and novel algorithms for predicting green LAI of crop canopies: Modeling and validation in the context of precision agriculture. Remote Sens. Environ. 2004, 90, 337-352.
    • (2004) Remote Sens. Environ. , vol.90 , pp. 337-352
    • Haboudane, D.1    Miller, J.R.2    Pattey, E.3    Zarco-Tejada, P.J.4    Strachan, I.B.5
  • 29
    • 0035031849 scopus 로고    scopus 로고
    • Comparing predictive power and stability of broad-band and hyperspectral vegetation indices for estimation of green leaf area index and canopy chlorophyll density
    • Broge, N.H.; LeBlanc, E. Comparing predictive power and stability of broad-band and hyperspectral vegetation indices for estimation of green leaf area index and canopy chlorophyll density. Remote Sens. Environ. 2000, 76, 156-172.
    • (2000) Remote Sens. Environ. , vol.76 , pp. 156-172
    • Broge, N.H.1    Leblanc, E.2
  • 31
    • 0031205878 scopus 로고    scopus 로고
    • Remote estimation of chlorophyll content in higher plant leaves
    • Gitelson, A.A.; Merzlyak, M.N. Remote estimation of chlorophyll content in higher plant leaves. Int. J. Remote Sens. 1997, 18, 2691-2697.
    • (1997) Int. J. Remote Sens. , vol.18 , pp. 2691-2697
    • Gitelson, A.A.1    Merzlyak, M.N.2
  • 32
    • 0027788565 scopus 로고
    • Red edge spectral measurements from sugar maple leaves
    • Vogelmann, J.E.; Rock, B.N.; Moss, D.M. Red edge spectral measurements from sugar maple leaves. Int. J. Remote Sens. 1993, 14, 1563-1575.
    • (1993) Int. J. Remote Sens. , vol.14 , pp. 1563-1575
    • Vogelmann, J.E.1    Rock, B.N.2    Moss, D.M.3
  • 33
    • 0035390984 scopus 로고    scopus 로고
    • Scaling-up and model inversion methods with narrowband optical indices for chlorophyll content estimation in closed forest canopies with hyperspectral data
    • Zarco-Tejada, P.J.; Miller, J.R.; Noland, T.L.; Mohammed, G.H.; Sampson, P.H. Scaling-up and model inversion methods with narrowband optical indices for chlorophyll content estimation in closed forest canopies with hyperspectral data. IEEE Trans. Geosci. Remote Sens. 2001, 39, 1491-1507.
    • (2001) IEEE Trans. Geosci. Remote Sens. , vol.39 , pp. 1491-1507
    • Zarco-Tejada, P.J.1    Miller, J.R.2    Noland, T.L.3    Mohammed, G.H.4    Sampson, P.H.5
  • 34
    • 67349112272 scopus 로고    scopus 로고
    • Nitrogen-use dynamics in switchgrass grown for biomass
    • Lemus, R.; Parrish, D.J.; Abaye, O. Nitrogen-use dynamics in switchgrass grown for biomass. Bioenergy Res. 2008, 1, 153-162.
    • (2008) Bioenergy Res. , vol.1 , pp. 153-162
    • Lemus, R.1    Parrish, D.J.2    Abaye, O.3
  • 36
    • 0036094542 scopus 로고    scopus 로고
    • Switchgrass biomass production in the Midwest USA: Harvest and nitrogen management
    • Vogel, K.P.; Brejda, J.J.; Walters, D.T.; Buxton, D.R. Switchgrass biomass production in the Midwest USA: Harvest and nitrogen management. Agron. J. 2002, 94, 413-420.
    • (2002) Agron. J. , vol.94 , pp. 413-420
    • Vogel, K.P.1    Brejda, J.J.2    Walters, D.T.3    Buxton, D.R.4
  • 38
    • 0036323544 scopus 로고    scopus 로고
    • Integrated narrow-band vegetation indices for prediction of crop chlorophyll content for application to precision agriculture
    • Haboudane, D.; Miller, J.R.; Tremblay, N.; Zarco-Tejada, P.J.; Dextraze, L. Integrated narrow-band vegetation indices for prediction of crop chlorophyll content for application to precision agriculture. Remote Sens. Environ. 2002, 81, 416-426.
    • (2002) Remote Sens. Environ. , vol.81 , pp. 416-426
    • Haboudane, D.1    Miller, J.R.2    Tremblay, N.3    Zarco-Tejada, P.J.4    Dextraze, L.5
  • 40
    • 79151483643 scopus 로고    scopus 로고
    • Chlorophyll meter-based nitrogen management of rice grown under alternate wetting and drying irrigation
    • Cabangon, R.J.; Castillo, E.G.; Tuong, T.P. Chlorophyll meter-based nitrogen management of rice grown under alternate wetting and drying irrigation. Field Crops Res. 2011, 121, 136-146.
    • (2011) Field Crops Res. , vol.121 , pp. 136-146
    • Cabangon, R.J.1    Castillo, E.G.2    Tuong, T.P.3
  • 43
    • 0027599528 scopus 로고
    • Detection of trace quantities of green vegetation in 1990 AVIRIS data
    • Elvidge, C.D.; Chen, Z.K.; Groeneveld, D.P. Detection of trace quantities of green vegetation in 1990 AVIRIS data. Remote Sens. Environ. 1993, 44, 271-279.
    • (1993) Remote Sens. Environ. , vol.44 , pp. 271-279
    • Elvidge, C.D.1    Chen, Z.K.2    Groeneveld, D.P.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.