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Modeling plant morphology and development of petunia in response to temperature and photosynthetic daily light integral

机译:响应温度和光合日光积分对矮牵牛的植物形态和发育建模

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The effects of mean daily temperature (MDT) and mean photosynthetic daily light integral (MDLI) on flowering during the finish stage of two petunia (Petunia x hybrida) cultivars were quantified. Petunia 'Easy Wave Coral Reef' and 'Wave Purple' were grown in glass-glazed greenhouses at 14-23 degrees C Or 14-26 degrees C and under 4-19 mol m(-2) d(-1) with a 16-h photoperiod. The flower developmental rate was predicted using a model that included a linear MDT function with a base temperature multiplied by an exponential MDLI saturation function. The flower developmental rate increased and time to flower decreased as MDT increased within the temperature range studied. For example, under a MDLI of 12 mol m(-2) d(-1), as MDT increased from 14 to 23 degrees C, time to flower of 'Easy Wave Coral Reef' and 'Wave Purple' decreased from 51 to 22d and 62 to 30d, respectively. Flower developmental rate increased as MDLI increased until saturation at 14.1-14.4 mol m(-2) d(-1). Nonlinear models were generated for effects of MDT and MDLI on flower bud number and plant height at flowering. The number of flower buds at flowering increased as MDT decreased and MDLI increased. For example, at an MDT of 14 degrees C with 18 mol m(-2) d(-1), plants had 2.5-2.9 times more flower buds than those grown at 23 degrees C and 4 mol m(-2) d(-1). Models were validated with an independent data set, and the predicted time to flower, flower bud number, and plant height were within +/- 7 d, +/- 20 flowers, and +/- 4 cm, respectively, for 96-100%, 62-87%, and 93-100% of the observations, respectively. The models could be used during greenhouse crop production to improve scheduling and predict plant quality of these petunia cultivars
机译:定量了两个矮牵牛(Petunia x hybrida)品种最终阶段平均日温度(MDT)和平均光合作用日光积分(MDLI)对开花的影响。矮牵牛“ Easy Wave Coral Reef”和“ Wave Purple”在玻璃釉温室中于14-23摄氏度或14-26摄氏度,在4-19 mol m(-2)d(-1)和16的条件下生长-h光周期。使用包含线性MDT函数和基本温度乘以指数MDLI饱和函数的模型预测花朵的生长速率。在所研究的温度范围内,随着MDT的增加,花的发育速率增加,花的时间减少。例如,在MDLI为12 mol m(-2)d(-1)的情况下,随着MDT从14摄氏度增加到23摄氏度,“轻松波珊瑚礁”和“波浪紫”的开花时间从51减少到22 d和62到30d。随着MDLI增加直到14.1-14.4 mol m(-2)d(-1)饱和,花的发育速率增加。产生了MDT和MDLI对开花时花芽数和株高影响的非线性模型。随着MDT的降低和MDLI的增加,开花时的花蕾数量增加。例如,在14摄氏度的MDT和18 mol m(-2)d(-1)的条件下,植物的花蕾比在23摄氏度和4 mol m(-2)d的条件下生长的花蕾多2.5-2.9倍( -1)。使用独立的数据集对模型进行了验证,对于96-100,预测的开花时间,花蕾数和株高分别在+/- 7 d,+ /-20朵花和+/- 4 cm之内。 %,62-87%和93-100%的观察值。该模型可用于温室作物生产中,以改善这些矮牵牛栽培品种的日程安排并预测其植物质量

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