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Non-destructive quantification of cereal roots in soil using high-resolution X-ray tomography

机译:使用高分辨率X射线断层扫描对土壤中的谷物根进行无损定量

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摘要

One key constraint to further understanding plant root development is the inability to observe root growth in situ due to the opaque nature of soil. Of the present non-destructive techniques, computed tomography (CT) is best able to capture the complexities of the edaphic environment. This study compared the accuracy and impact of X-ray CT measurement of in situ root systems with standard technology (soil core washing and WinRhizo analysis) in the context of treatments that differed in the vertical placement of phosphorus fertilizers within the soil profile. Although root lengths quantified using WinRhizo were 8% higher than that observed in the same plants using CT, measurements of root length by the two methodologies were highly correlated. Comparison of scanned and unscanned plants revealed no effect of repeated scanning on plant growth and CT was not able to detect any changes in roots between phosphorus treatments that was observed using WinRhizo. Overall, the CT technique was found to be fast, safe, and able to detect roots at high spatial resolutions. The potential drawbacks of CT relate to the software to digitally segment roots from soil and air, which will improve significantly as automated segmentation algorithms are developed. The combination of very fast scans and automated segmentation will allow CT methodology to realize its potential as a high-throughput technique for the quantification of roots in soils.
机译:进一步了解植物根系发育的一个主要限制因素是由于土壤的不透明性,无法原位观察根系的生长。在当前的非破坏性技术中,计算机断层扫描(CT)最能捕获复杂的环境。这项研究在磷肥在土壤剖面内垂直放置的处理方式不同的情况下,比较了采用标准技术(土壤芯冲洗和WinRhizo分析)的原位根系X射线CT测量的准确性和影响。尽管使用WinRhizo定量的根长比使用CT在相同植物中观察到的根长高了8%,但两种方法对根长的测量高度相关。扫描植物与未扫描植物的比较显示,重复扫描对植物生长没有影响,CT无法检测使用WinRhizo进行的磷处理之间根部的任何变化。总体而言,CT技术被发现是快速,安全的,并且能够以高空间分辨率检测根部。 CT的潜在缺陷与从土壤和空气中对根进行数字分割的软件有关,随着自动分割算法的发展,该软件将大大改善。快速扫描和自动分割相结合,将使CT方法学能够实现其作为定量土壤根系的高通量技术的潜力。

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