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Application of CCA for study on modern lake diatoms and environment in the Tibetan Plateau 被引量:3

Application of CCA for study on modern lake diatoms and environment in the Tibetan Plateau
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摘要 The relations between lake surface sediment diatoms and water environmental variables were revealed effectively by use of a new multivariate canonical correspondence analysis (CCA) based on 45 lakes in the Tibetan Plateau. Water depth, conductivity, CP^- Mg^(2+), K^+ and pH, identified from 12 contemporary water environmental variables, can significantly and independently explain the diatom distributions (p<0.05). The first two axes (λ1=0.34, λ2=0.27) capture 16.1% of the variance in the species data, and account for 57.4% of the variance in diatom-environment relationship. The deletion of redundant environmental variables and unusual samples do not influence the explanation to diatom data. The final CCA result indicates that the water depth and the salinity are the two important environmental gradients and influence the diatom distribution in the plateau lakes. The water depth correlates with axis 1, while conductivity, Cl^-, Mg^(2+) and K^+, indicating the direction of salinity changes, correlate with both of the first two axes. The definition of diatom-environment model may provide a basis for further quantitative inference on diatom-environment transfer function. The relations between lake surface sediment diatoms and water environmental variables were revealed effectively by use of a new multivariate canonical correspondence analysis (CCA) based on 45 lakes in the Tibetan Plateau. Water depth, conductivity, Cl<sup>-</sup>, Mg<sup>2+</sup>, K<sup>+</sup> and pH, identified from 12 contemporary water environmental variables, can significantly and independently explain the diatom distributions (p&lt;0.05). The first two axes (λ1=0.34, λ2=0.27) capture 16.1% of the variance in the species data, and account for 57.4% of the variance in diatom-environment relationship. The deletion of redundant environmental variables and unusual samples do not influence the explanation to diatom data. The final CCA result indicates that the water depth and the salinity are the two important environmental gradients and influence the diatom distribution in the plateau lakes. The water depth correlates with axis 1, while conductivity, Cl<sup>-</sup>, Mg<sup>2+</sup> and K<sup>+</sup>, indicating the direction of salinity changes,
出处 《Science China Earth Sciences》 SCIE EI CAS 2001年第S1期343-350,共8页 中国科学(地球科学英文版)
基金 the National (Grant No. G1998040800) and CAS's Key Project (Grant Nos. kz951-Al-204 and KZ95T-06).
关键词 CANONICAL CORRESPONDENCE analysis TIBETAN Plateau DIATOM environmental variables. : canonical correspondence analysis, Tibetan Plateau, diatom, environmental variables.
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