Al-Gaadi Khalid A, Zeyada Ahmed M, Tola Elkamil, Madugundu Rangaswamy, Edrris Mohamed K, Mahjoop Omer
Department of Agricultural Engineering, College of Food and Agriculture Sciences, King Saud University, Riyadh, Saudi Arabia.
Precision Agriculture Research Chair, Deanship of Scientific Research, King Saud University, Riyadh, Saudi Arabia.
PLoS One. 2025 Jun 6;20(6):e0325839. doi: 10.1371/journal.pone.0325839. eCollection 2025.
Conventional methods for measuring plant physiological parameters are expensive and time-consuming, and this has promoted the use of optical and sensing techniques. Therefore, this study was conducted to investigate the effect of salinity on the performance of hydroponic tomato plants, based on optical and sensing techniques (i.e., spectral indices and photosynthetic parameters), as well as fruit yield. Four spectral vegetation indices-VIs (Moisture Stress Index "MSI", Canopy Response Salinity Index "CRSI", Normalized Difference Nitrogen Index "NDNI" and Green Leaf Index "GLI") were calculated using spectral measurements collected from tomato plant leaves. Also, four photosynthetic parameters (Net photosynthetic rate "PN", Water use efficiency "WUE", Transpiration rate "Tr" and Total stomatal conductance "Gs") were measured from the same tomato plant leaves. Measurements were recorded for tomato plants grown under three salinity levels (Salinity-1; 2.5 dS m-1), (Salinity-2; 4.0 dS m-1), and (Salinity-3; 6.5 dS m-1) at different growth stages represented by days after transplantation (DAT), as 35 DAT (vegetative stage), 50 DAT (1st cluster flower stage), 60 DAT (3rd cluster flower stage), 75 DAT (fruit development stage) and 85 DAT (fruit ripening stage). Results showed that tomato plants were significantly affected by the imposed salinity treatments. Where, tomato plants treated with salinity-1 was healthier compared to salinily-3 treated plants. This has been concluded from the results of the studied VIs, where the highest mean values of MSI (0.543) and CRSI (0.779) were associated with salinity-3, along with low values of GLI (0.353) and NDNI (0.220), indicating high salinity stress. However, the highest mean values of both NDNI (0.232) and GLI (0.386) were observed for salinity-1, indicated healthy condition. It also proven with the studied photosynthetic parameters, with the highest mean values of PN (9.8 µmol CO2 m-2 s-1),Gs (0.117 mmol H2O m-2 s-1) and Tr (2.236 mmol H2O m-2 s-1) were associated with salinity-1, While the lowest mean values of PN (8.3 µmol CO2 m-2 s-1), Gs (0.102 mmol H2O m-2 s-1) and Tr (1.902 mmol H2O m-2 s-1) were recorded for the plants treated with salinity-1. Moreover, the total tomato fruit yield also decreased significantly at salinity-3 compared to salinity-1.
传统的植物生理参数测量方法既昂贵又耗时,这推动了光学和传感技术的应用。因此,本研究基于光学和传感技术(即光谱指数和光合参数)以及果实产量,探讨了盐分对水培番茄植株性能的影响。利用从番茄植株叶片收集的光谱测量数据,计算了四个光谱植被指数——VIs(水分胁迫指数“MSI”、冠层响应盐分指数“CRSI”、归一化差异氮指数“NDNI”和绿叶指数“GLI”)。此外,还从同一番茄植株叶片测量了四个光合参数(净光合速率“PN”、水分利用效率“WUE”、蒸腾速率“Tr”和总气孔导度“Gs”)。在移植后天数(DAT)所代表的不同生长阶段,记录了在三种盐分水平(盐分-1;2.5 dS m-1)、(盐分-2;4.0 dS m-1)和(盐分-3;6.5 dS m-1)下生长的番茄植株的数据,分别为35 DAT(营养阶段)、50 DAT(第一簇花阶段)、60 DAT(第三簇花阶段)、75 DAT(果实发育阶段)和85 DAT(果实成熟阶段)。结果表明,番茄植株受到施加的盐分处理的显著影响。其中,与盐分-3处理的植株相比,盐分-1处理的番茄植株更健康。这是根据所研究的VIs结果得出的结论,其中MSI(0.543)和CRSI(0.779)的最高平均值与盐分-3相关,同时GLI(0.353)和NDNI(0.220)的值较低,表明盐分胁迫较高。然而,盐分-1的NDNI(0.232)和GLI(0.386)的平均值最高,表明植株健康。所研究的光合参数也证明了这一点,PN(9.8 µmol CO2 m-2 s-1)、Gs(0.117 mmol H2O m-2 s-1)和Tr(2.236 mmol H2O m-2 s-1)的最高平均值与盐分-1相关,而盐分-3处理的植株记录到的PN(8.3 µmol CO2 m-2 s-1)、Gs(0.102 mmol H2O m-2 s-1)和Tr(1.902 mmol H2O m-2 s-1)的平均值最低。此外,与盐分-1相比,盐分-3的番茄总产量也显著下降。