Modeling and Visualization of Rice Roots Based on Morphological Parameters

As an important organ of absorbing water and nutrients for rice, the cognition and expression of the three-dimensional (3D) morphology of roots has become a bottleneck in-depth study of rice roots due to the observing obstacles of soil. To clarify the morphological and distributional characteristics...

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Main Authors: Le Yang, Jun Peng, Peng Shao
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8974218/
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spelling doaj-e5acc95fb3ae4e749670be4a54186cdb2021-03-30T01:15:01ZengIEEEIEEE Access2169-35362020-01-018234072341610.1109/ACCESS.2020.29701618974218Modeling and Visualization of Rice Roots Based on Morphological ParametersLe Yang0https://orcid.org/0000-0002-7775-2302Jun Peng1Peng Shao2School of Computer and Information Engineering, Jiangxi Agricultural University, Nanchang, ChinaSchool of Computer and Information Engineering, Jiangxi Agricultural University, Nanchang, ChinaSchool of Computer and Information Engineering, Jiangxi Agricultural University, Nanchang, ChinaAs an important organ of absorbing water and nutrients for rice, the cognition and expression of the three-dimensional (3D) morphology of roots has become a bottleneck in-depth study of rice roots due to the observing obstacles of soil. To clarify the morphological and distributional characteristics of rice roots, “root box” experiments are conducted to mensurate three dimensional spatial coordinates and morphological parameters of rice roots at different growth stages. Based on these experiments and the morphological parameters, the initial position of the root node and growth direction of branches are determined, a rice root model is constructed with B-spline curves by analyzing the topological structure of rice roots to quantify the biological characteristics of rice roots and summarize the morphological structure and growth characteristics of rice roots and improve the cubic growth function to describe the growth change in rice roots. Meanwhile, the output accuracy of the model is tested. In addition, dynamic simulation of rice root growth characteristics in 3D space is implemented using Visual C++ and the OpenGL standard graphics library. Analysis results indicate that the average simulated fitness of the total root length, surface area and volume is about 94.82%, 93.86%, and 91.96%, respectively. Therefore, the model can express the morphological characteristics and growth rules of rice roots at different growth stages, which enrich the digitization and visualization methods for roots of other crops.https://ieeexplore.ieee.org/document/8974218/B-spline curvemorphological parametersrice rootsvisualization
collection DOAJ
language English
format Article
sources DOAJ
author Le Yang
Jun Peng
Peng Shao
spellingShingle Le Yang
Jun Peng
Peng Shao
Modeling and Visualization of Rice Roots Based on Morphological Parameters
IEEE Access
B-spline curve
morphological parameters
rice roots
visualization
author_facet Le Yang
Jun Peng
Peng Shao
author_sort Le Yang
title Modeling and Visualization of Rice Roots Based on Morphological Parameters
title_short Modeling and Visualization of Rice Roots Based on Morphological Parameters
title_full Modeling and Visualization of Rice Roots Based on Morphological Parameters
title_fullStr Modeling and Visualization of Rice Roots Based on Morphological Parameters
title_full_unstemmed Modeling and Visualization of Rice Roots Based on Morphological Parameters
title_sort modeling and visualization of rice roots based on morphological parameters
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2020-01-01
description As an important organ of absorbing water and nutrients for rice, the cognition and expression of the three-dimensional (3D) morphology of roots has become a bottleneck in-depth study of rice roots due to the observing obstacles of soil. To clarify the morphological and distributional characteristics of rice roots, “root box” experiments are conducted to mensurate three dimensional spatial coordinates and morphological parameters of rice roots at different growth stages. Based on these experiments and the morphological parameters, the initial position of the root node and growth direction of branches are determined, a rice root model is constructed with B-spline curves by analyzing the topological structure of rice roots to quantify the biological characteristics of rice roots and summarize the morphological structure and growth characteristics of rice roots and improve the cubic growth function to describe the growth change in rice roots. Meanwhile, the output accuracy of the model is tested. In addition, dynamic simulation of rice root growth characteristics in 3D space is implemented using Visual C++ and the OpenGL standard graphics library. Analysis results indicate that the average simulated fitness of the total root length, surface area and volume is about 94.82%, 93.86%, and 91.96%, respectively. Therefore, the model can express the morphological characteristics and growth rules of rice roots at different growth stages, which enrich the digitization and visualization methods for roots of other crops.
topic B-spline curve
morphological parameters
rice roots
visualization
url https://ieeexplore.ieee.org/document/8974218/
work_keys_str_mv AT leyang modelingandvisualizationofricerootsbasedonmorphologicalparameters
AT junpeng modelingandvisualizationofricerootsbasedonmorphologicalparameters
AT pengshao modelingandvisualizationofricerootsbasedonmorphologicalparameters
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