Unverified paper record
Early diagnosis and mechanistic understanding of citrus Huanglongbing via sun-induced chlorophyll fluorescence
Computers and Electronics in Agriculture. · 1 Dec 2023
Abstract
Citrus Huanglongbing (HLB) is a serious disease that is devastating the citrus industry worldwide. The infection of HLB causes a significant impact on the photosynthesis and growth of citrus but the early diagnosis of HLB is challenging. This study aims to propose an effective method for early HLB diagnosis and mechanistic understanding via sun-induced chlorophyll fluorescence (SIF) during the whole growth period of citrus. SIF signals and net photosynthetic rate (A) of healthy, asymptomatic HLB (aHLB) and symptomatic HLB (sHLB) citrus leaf samples were acquired throughout the whole citrus growth period. Seasonal variations of the peak SIF yield at 687 nm (SIFY₆₈₇) and 741 nm (SIFY₇₄₁) and A were investigated. Leaf chlorophyll a content (Cₐ), chlorophyll b content (Cb), and carotenoids content (Cₓc) were also measured by spectrophotometry in the laboratory. It was found that the A of the aHLB was close to that of sHLB, which was significantly different from the healthy leaves at the physiological fruit dropping (PFD) period. The ratio of chlorophyll content (Chl) to Cₓc (Chl/Cₓc) was evidently different between aHLB and healthy leaves at the late PFD and early fruit expanding (FE) stage, which could be a potential biomarker to identify HLB in the incubation period. The classification result showed PFD was the optimal stage for HLB diagnosis and the index based on SIFY₇₄₁ was recommended (overall accuracy > 90 %). Moreover, HLB had a great influence on the relationship between A and SIF at the PFD stage, and the coefficients of determination (R²) of the univariate linear regression model between A and SIFY₆₈₇ and SIFY₇₄₁ decreased from 0.81 and 0.72 to 0.21 and 0.17, respectively. These results demonstrate the HLB effect on the relationship between A and SIF, and that the SIF could be a proxy to citrus photosynthesis and further used to diagnose early HLB in situ.
Plant phenotyping relevance
植物の光合成状態を測定するSIFを用いたHLB早期診断法の提案・評価が研究の中心であり、病害状態という植物表現型を直接推定している。
abstractThis study aims to propose an effective method for early HLB diagnosis and mechanistic understanding via sun-induced chlorophyll fluorescence (SIF) during the whole growth period of citrus.
abstractThe classification result showed PFD was the optimal stage for HLB diagnosis and the index based on SIFY₇₄₁ was recommended (overall accuracy > 90 %).
abstractthe SIF could be a proxy to citrus photosynthesis and further used to diagnose early HLB in situ.
Code and data availability
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