3D pore structure analysis of intact ‘Braeburn’ apples using X-ray micro-CT

•As a first, the pore network of intact whole ‘Braeburn’ apples was segmented.•An adaptive local threshold for X-ray CT images of whole apples is optimized.•3D connectivity analysis showed regions of high and low porosity inside apples.•High variability in pore structure and porosity was found in be...

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Veröffentlicht in:Postharvest biology and technology 2020-01, Vol.159, p.111014, Article 111014
Hauptverfasser: Janssen, Siem, Verboven, Pieter, Nugraha, Bayu, Wang, Zi, Boone, Matthieu, Josipovic, Iván, Nicolaï, Bart M.
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container_start_page 111014
container_title Postharvest biology and technology
container_volume 159
creator Janssen, Siem
Verboven, Pieter
Nugraha, Bayu
Wang, Zi
Boone, Matthieu
Josipovic, Iván
Nicolaï, Bart M.
description •As a first, the pore network of intact whole ‘Braeburn’ apples was segmented.•An adaptive local threshold for X-ray CT images of whole apples is optimized.•3D connectivity analysis showed regions of high and low porosity inside apples.•High variability in pore structure and porosity was found in between apples.•The skin and exocarp were identified as a barrier related to gas transport. Fruit tissue microstructure affects gas diffusivity, and, therefore, also hypoxia related physiological disorders such as browning disorders in pome fruit stored in controlled atmosphere conditions. Recent results have shown that the microstructure is quite heterogeneous across the fruit. To enhance our understanding of gas exchange during storage of fruit, methods are required to better understand the spatial distribution of the microstructure of the whole fruit. The aim of this work is to visualize an digitize the spatial network of the pores in intact apples as a basis to help the understanding and modelling of gas exchange. High resolution X-ray CT is used as a non-destructive technique to visualize in 3D the pores inside apple fruit of ‘Braeburn’ apples (Malus × domestica Borkh.). Reconstruction and segmentation protocols are optimized and validated, resulting in unique 3D digital models of fruit. Porosity analysis shows considerable variation between different apples, as well as within an apple. The results also show a distinct pore structure for different apple tissues, based on the 3D connectivity of the pores. Apple cortex tissue can be divided into a low and high porous region, where the average porosity is 13.2% and 30.4% respectively. Two gas diffusion barriers are identified, namely the skin region and the region where the exocarp and the main vascular bundles are situated. All this leads to large spatial gradients regarding porous parameters inside the apples, especially in the radial direction.
doi_str_mv 10.1016/j.postharvbio.2019.111014
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Fruit tissue microstructure affects gas diffusivity, and, therefore, also hypoxia related physiological disorders such as browning disorders in pome fruit stored in controlled atmosphere conditions. Recent results have shown that the microstructure is quite heterogeneous across the fruit. To enhance our understanding of gas exchange during storage of fruit, methods are required to better understand the spatial distribution of the microstructure of the whole fruit. The aim of this work is to visualize an digitize the spatial network of the pores in intact apples as a basis to help the understanding and modelling of gas exchange. High resolution X-ray CT is used as a non-destructive technique to visualize in 3D the pores inside apple fruit of ‘Braeburn’ apples (Malus × domestica Borkh.). Reconstruction and segmentation protocols are optimized and validated, resulting in unique 3D digital models of fruit. Porosity analysis shows considerable variation between different apples, as well as within an apple. The results also show a distinct pore structure for different apple tissues, based on the 3D connectivity of the pores. Apple cortex tissue can be divided into a low and high porous region, where the average porosity is 13.2% and 30.4% respectively. Two gas diffusion barriers are identified, namely the skin region and the region where the exocarp and the main vascular bundles are situated. 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Fruit tissue microstructure affects gas diffusivity, and, therefore, also hypoxia related physiological disorders such as browning disorders in pome fruit stored in controlled atmosphere conditions. Recent results have shown that the microstructure is quite heterogeneous across the fruit. To enhance our understanding of gas exchange during storage of fruit, methods are required to better understand the spatial distribution of the microstructure of the whole fruit. The aim of this work is to visualize an digitize the spatial network of the pores in intact apples as a basis to help the understanding and modelling of gas exchange. High resolution X-ray CT is used as a non-destructive technique to visualize in 3D the pores inside apple fruit of ‘Braeburn’ apples (Malus × domestica Borkh.). Reconstruction and segmentation protocols are optimized and validated, resulting in unique 3D digital models of fruit. 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Fruit tissue microstructure affects gas diffusivity, and, therefore, also hypoxia related physiological disorders such as browning disorders in pome fruit stored in controlled atmosphere conditions. Recent results have shown that the microstructure is quite heterogeneous across the fruit. To enhance our understanding of gas exchange during storage of fruit, methods are required to better understand the spatial distribution of the microstructure of the whole fruit. The aim of this work is to visualize an digitize the spatial network of the pores in intact apples as a basis to help the understanding and modelling of gas exchange. High resolution X-ray CT is used as a non-destructive technique to visualize in 3D the pores inside apple fruit of ‘Braeburn’ apples (Malus × domestica Borkh.). Reconstruction and segmentation protocols are optimized and validated, resulting in unique 3D digital models of fruit. 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subjects Adaptive threshold
Agriculture
Agronomy
Apples
Atmospheric models
Browning
Computed tomography
Connectivity
Controlled atmosphere
Diffusion barriers
Digitization
Disorders
Food Science & Technology
Fruits
Gas exchange
Gaseous diffusion
Horticulture
Hypoxia
Life Sciences & Biomedicine
Microstructure
Nondestructive testing
Plant diseases
Pore network
Pores
Porosity
Protocol (computers)
Science & Technology
Segmentation
Spatial distribution
Structural analysis
Three dimensional models
Tissues
title 3D pore structure analysis of intact ‘Braeburn’ apples using X-ray micro-CT
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