Spectroscopy and Spectral Analysis, Volume. 44, Issue 3, 865(2024)
A Hyperspectral Deep Learning Model for Predicting Anthocyanin Content in Purple Leaf Lettuce
[1] [1] Vina A, Gitelson A A.IEEE Geoscience and Remote Sensing Letters,2011, 8(3): 464.
[2] [2] Close D C,Beadle C L.The Botanical Review,2003,69(2):149.
[3] [3] Grzybowski M,Wijewardane N K,Atefi A,et al.Plant Communications,2021,2(4):100209.
[5] [5] Gabrielli M,Lanon-Verdier V,Picouet P,et al.Chemosensors,2021,9(4):71.
[6] [6] Tian X Y,Aheto J H,Bai J W,et al.Journal of Food Processing and Preservation,2021,45(2):e15128.
[7] [7] Yang J,Xu J,Zhang X,et al.Analytica Chimica Acta,2019,1081:6.
[8] [8] Furbank R T,Silva-Perez V,Evans J R,et al.Plant Methods,2021,17(1):108.
[9] [9] LeCun Y,Bengio Y,Hinton G.Nature,2015,521(7553):436.
[10] [10] Kohonen T.Computer,1988,21(3):11.
[11] [11] Xiang Y,Chen Q,Su Z,et al.Frontiers in Plant Science,2022,13: 860656.
[12] [12] Yu X,Lu H,Wu D.Postharvest Biology and Technology,2018,141:39.
[13] [13] Zhang X,Lin T,Xu J,et al.Analytica Chimica Acta,2019,1058:48.
[14] [14] Khelifi L,Mignotte M.IEEE Access,2020,8:126385.
[15] [15] Szegedy C,Vanhoucke V,Ioffe S,et al.Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition,2016:2818.
[16] [16] Ruttarattanamongkol K,Chittrakorn S,Weerawatanakorn M,et al.Journal of Food Science and Technology,2016,53(4):1811.
[17] [17] Li H,Liang Y,Xu Q,et al.Analytica Chimica Acta,2009,648(1):77.
[18] [18] Rinnan ,Van Den Berg F,Engelsen S B.TrAC Trends in Analytical Chemistry,2009,28(10):1201.
[20] [20] Fu P,Meacham-Hensold K,Guan K,et al.Frontiers in Plant Science,2019,10:730.
[21] [21] Huang G B,Zhu Q Y,Siew C K.Neurocomputing,2006,70(1-3):489. A Hyperspectral Deep Learning Model for Predicting Anthocyanin
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ZHANG Mei-ling, CHEN Yong-jie, WANG Min-juan, LI Min-zan, ZHENG Li-hua. A Hyperspectral Deep Learning Model for Predicting Anthocyanin Content in Purple Leaf Lettuce[J]. Spectroscopy and Spectral Analysis, 2024, 44(3): 865
Received: Nov. 5, 2022
Accepted: --
Published Online: Aug. 6, 2024
The Author Email: Li-hua ZHENG (zhenglh@cau.edu.cn)