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小勾儿茶光响应曲线及其模型拟合

Light-Response Curve and Model Fitting for Berchemiella wilsonii

  • 摘要: 为探究小勾儿茶光合适应机制,以2年生小勾儿茶实生苗为对象,使用LI-6400光合仪测定其光合光响应曲线,采用矩形双曲线模型(RHM)、非矩形双曲线模型(NHM)、指数模型(EM)、修正的直角双曲线模型(MRHM)和叶氏模型(YM)5种典型的光响应模型进行拟合分析,通过R2、RMSE和MAE等3种参数评估拟合效果。结果表明:5种模型均能拟合小勾儿茶的光合光响应曲线,其中MRHM通过其双参数修正机制(光抑制项β + 光饱和项γ),在0~2500 μmol/(m2·s)光合有效辐射范围内表现出最优拟合效果(R2=0.9760,RMSE=0.9148,MAE=0.6263),尤其在300~1500 μmol/(m2·s)区间预测值与实测值偏差小于5%,且唯一准确捕捉到1200 μmol/(m2·s)以上强光抑制导致的净光合速率下降现象。MRHM的最大净光合速率(Pn max)与光饱和点(LSP)的估算精度显著优于其他模型,RHM在低光强下对LCP和暗呼吸速率(Rd)估算较准,但高光强下偏差较大;NHM、EM和YM在不同光强区间表现不一,整体精度低于MRHM。小勾儿茶具有典型阴生植物光适应特性,光补偿点约为20.00 μmol/(m2·s)。综上所述,修正的直角双曲线模型(MRHM)为小勾儿茶光合曲线拟合的最适模型,其提出的光抑制临界阈值为1200 μmol/(m2·s)。

     

    Abstract:
    Objective The study of the photosynthetic adaptation mechanism of Berchemiella wilsonii, a nationally second-class protected wild plant and endangered species, is crucial for revealing its survival strategies and the reasons for its endangerment. This research provides key theoretical foundations for developing scientific conservation and cultivation measures.
    Methods Using two-year-old Berchemiella wilsonii seedlings as subjects, photosynthetic light-response curves were measured with an LI-6400 portable photosynthesis system. Five typical light-response models were employed for fitting analysis: the Rectangular Hyperbolic Model (RHM), the Non-Rectangular Hyperbolic Model (NHM), the Exponential Model (EM), the Modified Rectangular Hyperbolic Model (MRHM), and Ye's Model (YM). The fitting performance was evaluated using three parameters: R2, RMSE, and MAE.
    Results All five models could fit the photosynthetic light-response curves of Berchemiella wilsonii. Among them, the MRHM, through its two-parameter modification mechanism (photoinhibition term β + light saturation term γ), demonstrated the best fitting performance within the photosynthetic active radiation range of 0~2500 μmol/(m2·s) (R2 = 0.9760, RMSE = 0.9148, MAE = 0.6263). Particularly in the range of 300~1500 μmol/(m2·s), the deviation between predicted and measured values was less than 5%. Furthermore, the MRHM was the only model that accurately captured the decline in net photosynthetic rate caused by photoinhibition at light intensities above 1200 μmol/(m2·s). The estimation accuracy of the maximum net photosynthetic rate (Pnmax) and the light saturation point (LSP) by the MRHM was significantly superior to that of the other models. The RHM provided relatively accurate estimates of the light compensation point (LCP) and dark respiration rate (Rd) at low light intensities but showed significant deviations at high light intensities. The NHM, EM, and YM exhibited varying performance across different light intensity ranges, with overall accuracy lower than that of the MRHM. Berchemiella wilsonii exhibited typical shade-plant light adaptation characteristics, with a light compensation point of approximately 20.00 μmol/(m2·s).
    Conclusion The Modified Rectangular Hyperbolic Model (MRHM) is the most suitable model for fitting the photosynthetic light-response curves of Berchemiella wilsonii. The critical photoinhibition threshold identified by this model is 1200 μmol/(m2·s). These findings provide essential guidance for light management in the conservation-oriented cultivation of Berchemiella wilsonii.

     

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