蒸腾作用
非生物成分
环境科学
非生物胁迫
光合作用
天蓬
叶面积指数
营养物
水分胁迫
高光谱成像
蒸散量
农学
大气科学
植物
生物
生态学
遥感
物理
地理
基因
生物化学
作者
Robert S. Caine,Muhammad Sarfraz Khan,Robert A. Brench,Heather Walker,Holly Croft
摘要
As the global climate continues to change, plants will increasingly experience abiotic stress(es). Stomata on leaf surfaces are the gatekeepers to plant interiors, regulating gaseous exchanges that are crucial for both photosynthesis and outward water release. To optimise future crop productivity, accurate modelling of how stomata govern plant-environment interactions will be crucial. Here, we synergise optical and thermal imaging data to improve modelled transpiration estimates during water and/or nutrient stress (where leaf N is reduced). By utilising hyperspectral data and partial least squares regression analysis of six plant traits and fluxes in wheat (Triticum aestivum), we develop a new spectral vegetation index; the Combined Nitrogen and Drought Index (CNDI), which can be used to detect both water stress and/or nitrogen deficiency. Upon full stomatal closure during drought, CNDI shows a strong relationship with leaf water content (r
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