Chen Tsu-Wei, Nguyen Thi My Nguyet, Kahlen Katrin, Stützel Hartmut
Institute of Horticultural Production Systems, Leibniz Universität Hannover, Herrenhäuser Strałe 2, D-30419 Hannover, Germany
Institute of Horticultural Production Systems, Leibniz Universität Hannover, Herrenhäuser Strałe 2, D-30419 Hannover, Germany.
J Exp Bot. 2014 Dec;65(22):6399-410. doi: 10.1093/jxb/eru356. Epub 2014 Sep 2.
There is increasing interest in evaluating the environmental effects on crop architectural traits and yield improvement. However, crop models describing the dynamic changes in canopy structure with environmental conditions and the complex interactions between canopy structure, light interception, and dry mass production are only gradually emerging. Using tomato (Solanum lycopersicum L.) as a model crop, a dynamic functional-structural plant model (FSPM) was constructed, parameterized, and evaluated to analyse the effects of temperature on architectural traits, which strongly influence canopy light interception and shoot dry mass. The FSPM predicted the organ growth, organ size, and shoot dry mass over time with high accuracy (>85%). Analyses of this FSPM showed that, in comparison with the reference canopy, shoot dry mass may be affected by leaf angle by as much as 20%, leaf curvature by up to 7%, the leaf length:width ratio by up to 5%, internode length by up to 9%, and curvature ratios and leaf arrangement by up to 6%. Tomato canopies at low temperature had higher canopy density and were more clumped due to higher leaf area and shorter internodes. Interestingly, dry mass production and light interception of the clumped canopy were more sensitive to changes in architectural traits. The complex interactions between architectural traits, canopy light interception, dry mass production, and environmental conditions can be studied by the dynamic FSPM, which may serve as a tool for designing a canopy structure which is 'ideal' in a given environment.
评估环境对作物株型性状及产量提升的影响正引发越来越多的关注。然而,描述冠层结构随环境条件动态变化以及冠层结构、光截获和干物质生产之间复杂相互作用的作物模型才刚刚逐渐出现。以番茄(Solanum lycopersicum L.)作为模式作物,构建、参数化并评估了一个动态功能-结构植物模型(FSPM),以分析温度对株型性状的影响,这些性状对冠层光截获和地上部干物质有强烈影响。该FSPM能高精度(>85%)地预测器官生长、器官大小和地上部干物质随时间的变化。对该FSPM的分析表明,与对照冠层相比,地上部干物质受叶角的影响可能高达20%,受叶片曲率的影响高达7%,受叶长宽比的影响高达5%,受节间长度的影响高达9%,受曲率比和叶排列的影响高达6%。低温下的番茄冠层由于叶面积较大和节间较短而具有更高的冠层密度且更加紧凑。有趣的是,紧凑冠层的干物质生产和光截获对株型性状变化更为敏感。动态FSPM可用于研究株型性状、冠层光截获、干物质生产和环境条件之间的复杂相互作用,它可作为一种工具,用于设计在特定环境中“理想”的冠层结构。