Department of Geography, University at Buffalo, Buffalo, NY, 14261, USA.
School of Biological Sciences, University of Utah, Salt Lake City, UT, 84112, USA.
New Phytol. 2020 Nov;228(3):898-909. doi: 10.1111/nph.16751. Epub 2020 Jul 18.
Understanding the genetic and physiological basis of abiotic stress tolerance under field conditions is key to varietal crop improvement in the face of climate variability. Here, we investigate dynamic physiological responses to water stress in silico and their relationships to genotypic variation in hydraulic traits of cotton (Gossypium hirsutum), an economically important species for renewable textile fiber production. In conjunction with an ecophysiological process-based model, heterogeneous data (plant hydraulic traits, spatially-distributed soil texture, soil water content and canopy temperature) were used to examine hydraulic characteristics of cotton, evaluate their consequences on whole plant performance under drought, and explore potential genotype × environment effects. Cotton was found to have R-shaped hydraulic vulnerability curves (VCs), which were consistent under drought stress initiated at flowering. Stem VCs, expressed as percent loss of conductivity, differed across genotypes, whereas root VCs did not. Simulation results demonstrated how plant physiological stress can depend on the interaction between soil properties and irrigation management, which in turn affect genotypic rankings of transpiration in a time-dependent manner. Our study shows how a process-based modeling framework can be used to link genotypic variation in hydraulic traits to differential acclimating behaviors under drought.
在面对气候变化的情况下,了解田间条件下非生物胁迫耐受性的遗传和生理基础是品种改良的关键。在这里,我们研究了棉花(Gossypium hirsutum)对水胁迫的动态生理反应及其与水力特性基因型变异的关系,棉花是可再生纺织纤维生产的一种重要经济物种。结合一个生态生理过程基础模型,使用异质数据(植物水力特性、空间分布的土壤质地、土壤含水量和冠层温度)来研究棉花的水力特性,评估它们在干旱下对整个植物性能的影响,并探索潜在的基因型与环境的影响。发现棉花具有 R 形水力脆弱性曲线(VCs),在开花期开始干旱胁迫时表现一致。茎 VCs 以电导率损失的百分比表示,不同基因型之间存在差异,而根 VCs 则没有。模拟结果表明,植物生理胁迫如何取决于土壤特性和灌溉管理的相互作用,这反过来又会影响蒸腾作用的基因型排名,这种影响是随时间变化的。我们的研究表明,如何使用基于过程的建模框架将水力特性的基因型变异与干旱下的差异适应行为联系起来。