Functional Data Analysis of Multi-Angular Hyperspectral Data on Vegetation

作者: Sugianto Sugianto , Shawn Laffan

DOI: 10.13170/AIJST.1.1.12

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摘要: Abstract - The surface reflectance anisotropy can be estimated by directional analysis through the collection of multi-angular spectral data. Proper characterization is an important element in successful interpretation remotely sensed signals. A signal received a sensor from vegetation canopy affected several factors. One them zenith angle. Functional data used to assess distribution and variation due This paper examines effect angles on vegetation, example cotton leaves. spectra were acquired green house trial order address question ‘how much information obtained hyperspectral remote sensing vegetation?’ goals functional applied this examine Data Analysis approach was cotton, highlighting various characteristics view angles, infer outcome or dependent variable with different angles.

参考文章(14)
J. O. Ramsay, C. J. Dalzell, Some Tools for Functional Data Analysis Journal of the royal statistical society series b-methodological. ,vol. 53, pp. 539- 561 ,(1991) , 10.1111/J.2517-6161.1991.TB01844.X
Barbara J. Yoder, Rita E. Pettigrew-Crosby, Predicting nitrogen and chlorophyll content and concentrations from reflectance spectra (400–2500 nm) at leaf and canopy scales Remote Sensing of Environment. ,vol. 53, pp. 199- 211 ,(1995) , 10.1016/0034-4257(95)00135-N
Jeff Settle, On the dimensionality of multi-view hyperspectral measurements of vegetation Remote Sensing of Environment. ,vol. 90, pp. 235- 242 ,(2004) , 10.1016/J.RSE.2004.01.001
James O. Ramsay, James B. Ramsey, Functional data analysis of the dynamics of the monthly index of nondurable goods production Journal of Econometrics. ,vol. 107, pp. 327- 344 ,(2002) , 10.1016/S0304-4076(01)00127-0
Hartmut K. Lichtenthaler, Anatoly Gitelson, Michael Lang, Non-Destructive Determination of Chlorophyll Content of Leaves of a Green and an Aurea Mutant of Tobacco by Reflectance Measurements Journal of Plant Physiology. ,vol. 148, pp. 483- 493 ,(1996) , 10.1016/S0176-1617(96)80283-5
Mark J Chopping, Albert Rango, Kris M Havstad, Frank R Schiebe, Jerry C Ritchie, Thomas J Schmugge, Andrew N French, Lihong Su, Lynn McKee, M Rene Davis, Canopy attributes of desert grassland and transition communities derived from multiangular airborne imagery Remote Sensing of Environment. ,vol. 85, pp. 339- 354 ,(2003) , 10.1016/S0034-4257(03)00012-9
Henry W Altland, Applied Functional Data Analysis Technometrics. ,vol. 45, pp. 101- 102 ,(2003) , 10.1198/TECH.2003.S16
C. L. Walthall, J. M. Norman, J. M. Welles, G. Campbell, B. L. Blad, Simple equation to approximate the bidirectional reflectance from vegetative canopies and bare soil surfaces Applied Optics. ,vol. 24, pp. 383- 387 ,(1985) , 10.1364/AO.24.000383
Carol J. Bruegge, Mark C. Helmlinger, James E. Conel, Barbara J. Gaitley, Wedad A. Abdou, PARABOLA III: A sphere‐scanning radiometer for field determination of surface anisotropic reflectance functions Remote Sensing Reviews. ,vol. 19, pp. 75- 94 ,(2000) , 10.1080/02757250009532411