Fractal analysis for the evaluation of complexity of plant root system under heavy metal stress

Tao Li, Uma Maheswari Rajagoplan, H. Kadono
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Abstract

As a critical factor for the resources acquisition of water and nutrient, the root system responding the in-situ environment includes root length, root weight, root branching density, root hair density etc. Fractal geometry has been used to describe the complexity of many objects in nature such as leaves, trees, sea shores and so on. The aim of this study is to use fractal geometry in examining the developmental responses of the root system under a heavy metal stress, namely, Cd stress. Based on fractal geometry, fractal dimension (FD) was evaluated and comparison with conventional measurements was done. Wheat plants that were grown in hydroculture system for three weeks under different concentrations, 0, 0.001, 0.01, and 0.05mM of Cd were used as samples. Photographs of the entire root systems of the plants were taken weekly with a digital camera for three consecutive weeks, and then, they were used for analysis. The analysis of the images involved segmentation and skeletonization followed by application of box-counting method to calculate the FD. The changes of FD in response to different Cd stresses were examined. The results indicate that FDs under Cd stress were lower than those for the control condition. The results demonstrate that FD can be an effective measure to describe the changes in the structural development of the root system under heavy metal stress. It was also found that FD was more sensitive to changes under the influence of the heavy metals than those of the conventional measurements.
重金属胁迫下植物根系复杂性的分形分析
根系是土壤水分和养分资源获取的关键因子,根系对环境的响应包括根长、根重、根分枝密度、根毛密度等。分形几何被用来描述自然界中许多物体的复杂性,如树叶、树木、海岸等。本研究的目的是利用分形几何研究重金属胁迫下,即镉胁迫下根系的发育响应。基于分形几何,对分形维数(FD)进行了评价,并与常规测量方法进行了比较。以不同浓度Cd(0、0.001、0.01、0.05mM)在水培系统中培养3周的小麦植株为样品。连续三周,每周用数码相机拍摄植物整个根系的照片,然后用于分析。对图像的分析包括分割和骨架化,然后应用盒计数法计算FD。考察了不同Cd应力下FD的变化。结果表明,Cd胁迫下的FDs低于对照。结果表明,FD可作为描述重金属胁迫下根系结构发育变化的有效指标。FD对重金属影响下的变化比常规测量更为敏感。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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