Spectroscopy and Spectral Analysis, Volume. 36, Issue 3, 800(2016)
Hyperspectral Estimation of Apple Tree Canopy LAI Based on SVM and RF Regression
[1] [1] Wiegand C L, Gausman H W, Cuellar J A, et al. Vegetation Density as Deduced from ERTS-1 MSS Response, Proc. Third ETRS-1 Symposium Vol. 1, NASA Technical Reports Server, 1974. 93.
[2] [2] Driss H, John R M, Elizabeth P, et al. Remote Sensing of Environment, 2004, 90: 337.
[11] [11] Gitelson A A, Kaufman Y J, Merzlyak M N. Remote Sensing of Environment, 1996, 58(3): 289.
[14] [14] Breiman L. Machine Learning, 2001, 45(1): 5.
[15] [15] Alexander J D, Butler B J, Hummel J W. Soil Science Society of America Journal, 1980, 44(6): 1282.
[16] [16] Vogelmann J E, Rock B N, Moss D M. International Journal of Remote Sensing, 1993, 14(8): 1563.
[17] [17] Gupta R K, Vijayan D, Prasad T S. Advances in Space Research, 2001, 28(1): 201.
[18] [18] Marshak A, Knyazikhin Y, Davis A, et al. Geophysical Research Letters, 2000, 27(12): 1695.
[19] [19] Gitelson A, Merzlyak M N. Journal of Plant Physiology, 1994, 143: 286.
[20] [20] Merzlyak M N, Gitelson A A, Chivkunova O B, et al. Physiologia Plantarum, 1999, 106(1): 135.
[21] [21] Peuelas J, Piologaya R, Filella I. International Journal of Remote Sensing, 1997, 18(13): 2869.
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HAN Zhao-ying, ZHU Xi-cun, FANG Xian-yi, WANG Zhuo-yuan, WANG Ling, ZHAO Geng-xing, JIANG Yuan-mao. Hyperspectral Estimation of Apple Tree Canopy LAI Based on SVM and RF Regression[J]. Spectroscopy and Spectral Analysis, 2016, 36(3): 800
Received: Dec. 23, 2014
Accepted: --
Published Online: Dec. 9, 2016
The Author Email: HAN Zhao-ying (HAN20095759@163.com)