Acta Optica Sinica, Volume. 41, Issue 14, 1430001(2021)

Identification of Algae Community Discrete Three-Dimensional Fluorescence Spectrum Based on SWTATLD

Zhao Cheng1,2,3, Nanjing Zhao1,3、aff***, Gaofang Yin1,3, Xiaoling Zhang4, Jianguo Li1,3, and Wenqing Liu1,3
Author Affiliations
  • 1Key Laboratory of Environmental Optics and Technology, Anhui Institute of Optics and Fine Mechanics, Chinese Academy of Sciences, Hefei, Anhui 230031, China
  • 2University of Science and Technology of China, Hefei, Anhui 230026, China
  • 3Key Laboratory of Environmental Optical Monitoring Technology of Anhui Province, Hefei, Anhui 230031, China
  • 4Anhui University, Hefei, Anhui 230601, China
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    References(15)

    [1] Zhang F[D]. Study on the seasonal and spatial variation of phytoplankton around marine ranching area of the northern Yellow Sea, 1-20(2019).

    [2] Hu Z X[D]. Study on biological diversity in different habitat type lakes and ecological classification of lakes, 1-30(2014).

    [3] Nankabirwa A, de Crop W, van der Meeren T et al. Phytoplankton communities in the crater lakes of western Uganda, and their indicator species in relation to lake trophic status[J]. Ecological Indicators, 107, 105563(2019).

    [4] Gao Y, Sun L, Wu C et al. Inter-annual and seasonal variations of phytoplankton community and its relation to water pollution in Futian mangrove of Shenzhen, China[J]. Continental Shelf Research, 166, 138-147(2018).

    [5] Devred E, Sathyendranath S, Stuart V et al. A three component classification of phytoplankton absorption spectra: application to ocean-color data[J]. Remote Sensing of Environment, 115, 2255-2266(2011).

    [6] Escalas A, Catherine A, Maloufi S et al. Drivers and ecological consequences of dominance in periurban phytoplankton communities using networks approaches[J]. Water Research, 163, 114893(2019).

    [7] Xiao W P, Laws E A, Xie Y Y et al. Responses of marine phytoplankton communities to environmental changes: new insights from a niche classification scheme[J]. Water Research, 166, 115070(2019).

    [8] Wu Z S, Kong M, Cai Y J et al. Index of biotic integrity based on phytoplankton and water quality index: do they have a similar pattern on water quality assessment? A study of rivers in Lake Taihu Basin, China[J]. Science of the Total Environment, 658, 395-404(2019).

    [9] Zhu P, Liu C L, Zhu F. The implementation by PARAFAC decompose components analysis in the three-dimensional fluorescence spectroscopy data[J]. Spectroscopy and Spectral Analysis, 35, 1611-1617(2015).

    [10] Wang Y T, Bian X, Shang F K et al. Three-dimensional fluorescence spectra combined with a self-weighted alternating trilinear decomposition algorithm to detect pesticide mixtures[J]. Spectroscopy and Spectral Analysis, 38, 3780-3784(2018).

    [11] Wang S T, Wu X, Zhu W H et al. Fluorescence detection of polycyclic aromatic hydrocarbons by parallel factor combined with support vector machine[J]. Acta Optica Sinica, 39, 0530002(2019).

    [12] Kong D M, Zhang C X, Cui Y Y et al. Detection of oil species in mixed oil based on alternating penalty trilinear decomposition[J]. Acta Optica Sinica, 38, 1130005(2018).

    [13] Wang J, Zhang F, Wang X P et al. Three-dimensional fluorescence characteristics by parallel factor method coupled with self-organizing map and its relationship with water quality[J]. Acta Optica Sinica, 37, 0730003(2017).

    [14] Zhang X L[D]. Study on quantitative method of chlorophyll in vivo planktonic algae based on three-dimensional fluorescence spectrum, 1-7(2019).

    [15] Zhang Q Q, Lei S H, Wang X L et al. Research on discrimination of 3D fluorescence spectra of phytoplanktons[J]. Spectroscopy and Spectral Analysis, 24, 1227-1229(2004).

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    Zhao Cheng, Nanjing Zhao, Gaofang Yin, Xiaoling Zhang, Jianguo Li, Wenqing Liu. Identification of Algae Community Discrete Three-Dimensional Fluorescence Spectrum Based on SWTATLD[J]. Acta Optica Sinica, 2021, 41(14): 1430001

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    Paper Information

    Category: Spectroscopy

    Received: Dec. 29, 2020

    Accepted: Feb. 5, 2021

    Published Online: Jul. 11, 2021

    The Author Email: Zhao Nanjing (njzhao@aiofm.ac.an)

    DOI:10.3788/AOS202141.1430001

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