Time- and spatially-resolved spectroscopy to determine the bulk optical properties of ‘Braeburn’ apples after ripening in shelf life
•TRS absorption coefficients are more related to pigment and water of the fruit flesh.•SRS absorption coefficients are strongly affected by pigments in the fruit skin.•Fruit softening was accompanied by increasing values of reduced scattering coefficient.•TRS and SRS capture valuable information on...
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creator | Vanoli, Maristella Van Beers, Robbe Sadar, Nadja Rizzolo, Anna Buccheri, Marina Grassi, Maurizio Lovati, Fabio Nicolaï, Bart Aernouts, Ben Watté, Rodrigo Torricelli, Alessandro Spinelli, Lorenzo Saeys, Wouter Zanella, Angelo |
description | •TRS absorption coefficients are more related to pigment and water of the fruit flesh.•SRS absorption coefficients are strongly affected by pigments in the fruit skin.•Fruit softening was accompanied by increasing values of reduced scattering coefficient.•TRS and SRS capture valuable information on the changes in flesh texture.
Bulk optical properties, in terms of absorption (μa) and reduced scattering coefficients (μ′s), can be used for the non-destructive monitoring of fruit quality during ripening. In this study, the performance of time-resolved (TRS) and spatially-resolved (SRS) spectroscopy were compared by analyzing ‘Braeburn’ apples over a 21 d period of ripening. Nine batches of 20 apples each were measured on the blush side by TRS (540−1064 nm) and SRS (550−1000 nm). Every fruit was analyzed for skin color, texture characteristics, relative internal space volume (RISV), total solid soluble and titratable acidity contents. TRS absorption spectra showed two maxima, the highest at 980 nm (water) and the second at 670 nm (chlorophyll), while in SRS spectra the main peak was measured at 550 nm (anthocyanins) followed by that at 670 nm. The values of μa580SRS and of μa670SRS were much higher than those measured at the same wavelengths by TRS suggesting that TRS and SRS actually explore the apple tissue (skin and/or flesh) in a different way. The values of μa980TRS were higher than those of μa980SRS, probably due to the fact that water content was lower in the skin (mostly probed by SRS) than in the flesh (mostly probed by TRS). No significant correlations were found between μa580SRS and μa580TRS and between μa980SRS and μa980TRS but a low positive relationship was observed between μa670TRS and μa670SRS. On the contrary, high correlations were found between μa670SRS and the spectral index IAD (index of absorbance difference) related to chlorophyll in the skin and between μa580SRS and the spectral index ARI (anthocyanin reflectance index), related to anthocyanin content in the peel, suggesting that μa580SRS is linked to the development of the red color in the peel. Both μa670TRS and μa670SRS decreased during fruit ripening, indicating a decline in chlorophyll in the flesh and skin, respectively. During the shelf life period, apples became soft and mealy, as mechanical and acoustic parameters decreased and RISV increased. Fruit softening was accompanied by increasing values of both μ′sTRS and μ′sSRS. The μ′sTRS and μ′sSRS were positively related to each ot |
doi_str_mv | 10.1016/j.postharvbio.2020.111233 |
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Bulk optical properties, in terms of absorption (μa) and reduced scattering coefficients (μ′s), can be used for the non-destructive monitoring of fruit quality during ripening. In this study, the performance of time-resolved (TRS) and spatially-resolved (SRS) spectroscopy were compared by analyzing ‘Braeburn’ apples over a 21 d period of ripening. Nine batches of 20 apples each were measured on the blush side by TRS (540−1064 nm) and SRS (550−1000 nm). Every fruit was analyzed for skin color, texture characteristics, relative internal space volume (RISV), total solid soluble and titratable acidity contents. TRS absorption spectra showed two maxima, the highest at 980 nm (water) and the second at 670 nm (chlorophyll), while in SRS spectra the main peak was measured at 550 nm (anthocyanins) followed by that at 670 nm. The values of μa580SRS and of μa670SRS were much higher than those measured at the same wavelengths by TRS suggesting that TRS and SRS actually explore the apple tissue (skin and/or flesh) in a different way. The values of μa980TRS were higher than those of μa980SRS, probably due to the fact that water content was lower in the skin (mostly probed by SRS) than in the flesh (mostly probed by TRS). No significant correlations were found between μa580SRS and μa580TRS and between μa980SRS and μa980TRS but a low positive relationship was observed between μa670TRS and μa670SRS. On the contrary, high correlations were found between μa670SRS and the spectral index IAD (index of absorbance difference) related to chlorophyll in the skin and between μa580SRS and the spectral index ARI (anthocyanin reflectance index), related to anthocyanin content in the peel, suggesting that μa580SRS is linked to the development of the red color in the peel. Both μa670TRS and μa670SRS decreased during fruit ripening, indicating a decline in chlorophyll in the flesh and skin, respectively. During the shelf life period, apples became soft and mealy, as mechanical and acoustic parameters decreased and RISV increased. Fruit softening was accompanied by increasing values of both μ′sTRS and μ′sSRS. The μ′sTRS and μ′sSRS were positively related to each other, were positively correlated to RISV and negatively related to mechanical and acoustic parameters. Both the TRS and SRS technique were able to follow ripening processes in ‘Braeburn’ apples during the shelf life period, as absorption phenomena were related to changes in pigments present in the fruit flesh and skin, while scattering events mirrored changes in the flesh texture.</description><identifier>ISSN: 0925-5214</identifier><identifier>EISSN: 1873-2356</identifier><identifier>DOI: 10.1016/j.postharvbio.2020.111233</identifier><language>eng</language><publisher>Amsterdam: Elsevier B.V</publisher><subject>Absorption ; Absorption spectra ; Acidity ; Acoustic properties ; Anthocyanins ; Apple ; Apples ; Chlorophyll ; Color ; Correlation ; Fruits ; Moisture content ; Non-destructive techniques ; Optical properties ; Parameters ; Pigments ; Quality ; Ripening ; Scattering ; Scattering coefficients ; Shelf life ; Short tandem repeats ; Skin ; Spectroscopy ; Spectrum analysis ; SRS ; Texture ; TRS ; Water content ; Wavelengths</subject><ispartof>Postharvest biology and technology, 2020-10, Vol.168, p.111233, Article 111233</ispartof><rights>2020 Elsevier B.V.</rights><rights>Copyright Elsevier BV Oct 2020</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c466t-cc3845627403b3ffe319706386bc36e6a1522642212d8a8f6aede7c7f54cd3703</citedby><cites>FETCH-LOGICAL-c466t-cc3845627403b3ffe319706386bc36e6a1522642212d8a8f6aede7c7f54cd3703</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.postharvbio.2020.111233$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,778,782,3539,27911,27912,45982</link.rule.ids></links><search><creatorcontrib>Vanoli, Maristella</creatorcontrib><creatorcontrib>Van Beers, Robbe</creatorcontrib><creatorcontrib>Sadar, Nadja</creatorcontrib><creatorcontrib>Rizzolo, Anna</creatorcontrib><creatorcontrib>Buccheri, Marina</creatorcontrib><creatorcontrib>Grassi, Maurizio</creatorcontrib><creatorcontrib>Lovati, Fabio</creatorcontrib><creatorcontrib>Nicolaï, Bart</creatorcontrib><creatorcontrib>Aernouts, Ben</creatorcontrib><creatorcontrib>Watté, Rodrigo</creatorcontrib><creatorcontrib>Torricelli, Alessandro</creatorcontrib><creatorcontrib>Spinelli, Lorenzo</creatorcontrib><creatorcontrib>Saeys, Wouter</creatorcontrib><creatorcontrib>Zanella, Angelo</creatorcontrib><title>Time- and spatially-resolved spectroscopy to determine the bulk optical properties of ‘Braeburn’ apples after ripening in shelf life</title><title>Postharvest biology and technology</title><description>•TRS absorption coefficients are more related to pigment and water of the fruit flesh.•SRS absorption coefficients are strongly affected by pigments in the fruit skin.•Fruit softening was accompanied by increasing values of reduced scattering coefficient.•TRS and SRS capture valuable information on the changes in flesh texture.
Bulk optical properties, in terms of absorption (μa) and reduced scattering coefficients (μ′s), can be used for the non-destructive monitoring of fruit quality during ripening. In this study, the performance of time-resolved (TRS) and spatially-resolved (SRS) spectroscopy were compared by analyzing ‘Braeburn’ apples over a 21 d period of ripening. Nine batches of 20 apples each were measured on the blush side by TRS (540−1064 nm) and SRS (550−1000 nm). Every fruit was analyzed for skin color, texture characteristics, relative internal space volume (RISV), total solid soluble and titratable acidity contents. TRS absorption spectra showed two maxima, the highest at 980 nm (water) and the second at 670 nm (chlorophyll), while in SRS spectra the main peak was measured at 550 nm (anthocyanins) followed by that at 670 nm. The values of μa580SRS and of μa670SRS were much higher than those measured at the same wavelengths by TRS suggesting that TRS and SRS actually explore the apple tissue (skin and/or flesh) in a different way. The values of μa980TRS were higher than those of μa980SRS, probably due to the fact that water content was lower in the skin (mostly probed by SRS) than in the flesh (mostly probed by TRS). No significant correlations were found between μa580SRS and μa580TRS and between μa980SRS and μa980TRS but a low positive relationship was observed between μa670TRS and μa670SRS. On the contrary, high correlations were found between μa670SRS and the spectral index IAD (index of absorbance difference) related to chlorophyll in the skin and between μa580SRS and the spectral index ARI (anthocyanin reflectance index), related to anthocyanin content in the peel, suggesting that μa580SRS is linked to the development of the red color in the peel. Both μa670TRS and μa670SRS decreased during fruit ripening, indicating a decline in chlorophyll in the flesh and skin, respectively. During the shelf life period, apples became soft and mealy, as mechanical and acoustic parameters decreased and RISV increased. Fruit softening was accompanied by increasing values of both μ′sTRS and μ′sSRS. The μ′sTRS and μ′sSRS were positively related to each other, were positively correlated to RISV and negatively related to mechanical and acoustic parameters. Both the TRS and SRS technique were able to follow ripening processes in ‘Braeburn’ apples during the shelf life period, as absorption phenomena were related to changes in pigments present in the fruit flesh and skin, while scattering events mirrored changes in the flesh texture.</description><subject>Absorption</subject><subject>Absorption spectra</subject><subject>Acidity</subject><subject>Acoustic properties</subject><subject>Anthocyanins</subject><subject>Apple</subject><subject>Apples</subject><subject>Chlorophyll</subject><subject>Color</subject><subject>Correlation</subject><subject>Fruits</subject><subject>Moisture content</subject><subject>Non-destructive techniques</subject><subject>Optical properties</subject><subject>Parameters</subject><subject>Pigments</subject><subject>Quality</subject><subject>Ripening</subject><subject>Scattering</subject><subject>Scattering coefficients</subject><subject>Shelf life</subject><subject>Short tandem repeats</subject><subject>Skin</subject><subject>Spectroscopy</subject><subject>Spectrum analysis</subject><subject>SRS</subject><subject>Texture</subject><subject>TRS</subject><subject>Water content</subject><subject>Wavelengths</subject><issn>0925-5214</issn><issn>1873-2356</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><recordid>eNqNkM9uEzEQxi1UJNLCOxj1vMH_d3MsUVuQKnEpZ8vrHRMHZ21sJ1JuPfII8Hp9Ehylhx45jTQz3zff_BD6SMmSEqo-bZcplrox-TD6uGSEtT6ljPM3aEGHnneMS3WBFmTFZCcZFe_QZSlbQoiUclig349-Bx0284RLMtWbEI5dhhLDAU4tsDXHYmM64hrxBBXyzs-A6wbwuA8_cUzVWxNwyjFBrh4Kjg4_P_35nA2M-zw_P_3FJqXQBsY1Oc4-weznH9jPuGwgOBy8g_forTOhwIeXeoW-390-rr90D9_uv65vHjorlKqdtXwQUrFeED5y54DTVU8UH9RouQJlqGRMCcYomwYzOGVggt72Tgo78Z7wK3R99m2Bf-2hVL2NLWU7qZkQqmdCCta2Vuct274vGZxO2e9MPmpK9Am83upX4PUJvD6Db9r1WQvtjYOHrIv1MFuYfG449RT9f7j8A8SdlnQ</recordid><startdate>202010</startdate><enddate>202010</enddate><creator>Vanoli, Maristella</creator><creator>Van Beers, Robbe</creator><creator>Sadar, Nadja</creator><creator>Rizzolo, Anna</creator><creator>Buccheri, Marina</creator><creator>Grassi, Maurizio</creator><creator>Lovati, Fabio</creator><creator>Nicolaï, Bart</creator><creator>Aernouts, Ben</creator><creator>Watté, Rodrigo</creator><creator>Torricelli, Alessandro</creator><creator>Spinelli, Lorenzo</creator><creator>Saeys, Wouter</creator><creator>Zanella, Angelo</creator><general>Elsevier B.V</general><general>Elsevier BV</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7QR</scope><scope>7SS</scope><scope>7T7</scope><scope>7U9</scope><scope>8FD</scope><scope>C1K</scope><scope>FR3</scope><scope>H94</scope><scope>P64</scope></search><sort><creationdate>202010</creationdate><title>Time- and spatially-resolved spectroscopy to determine the bulk optical properties of ‘Braeburn’ apples after ripening in shelf life</title><author>Vanoli, Maristella ; Van Beers, Robbe ; Sadar, Nadja ; Rizzolo, Anna ; Buccheri, Marina ; Grassi, Maurizio ; Lovati, Fabio ; Nicolaï, Bart ; Aernouts, Ben ; Watté, Rodrigo ; Torricelli, Alessandro ; Spinelli, Lorenzo ; Saeys, Wouter ; Zanella, Angelo</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c466t-cc3845627403b3ffe319706386bc36e6a1522642212d8a8f6aede7c7f54cd3703</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Absorption</topic><topic>Absorption spectra</topic><topic>Acidity</topic><topic>Acoustic properties</topic><topic>Anthocyanins</topic><topic>Apple</topic><topic>Apples</topic><topic>Chlorophyll</topic><topic>Color</topic><topic>Correlation</topic><topic>Fruits</topic><topic>Moisture content</topic><topic>Non-destructive techniques</topic><topic>Optical properties</topic><topic>Parameters</topic><topic>Pigments</topic><topic>Quality</topic><topic>Ripening</topic><topic>Scattering</topic><topic>Scattering coefficients</topic><topic>Shelf life</topic><topic>Short tandem repeats</topic><topic>Skin</topic><topic>Spectroscopy</topic><topic>Spectrum analysis</topic><topic>SRS</topic><topic>Texture</topic><topic>TRS</topic><topic>Water content</topic><topic>Wavelengths</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Vanoli, Maristella</creatorcontrib><creatorcontrib>Van Beers, Robbe</creatorcontrib><creatorcontrib>Sadar, Nadja</creatorcontrib><creatorcontrib>Rizzolo, Anna</creatorcontrib><creatorcontrib>Buccheri, Marina</creatorcontrib><creatorcontrib>Grassi, Maurizio</creatorcontrib><creatorcontrib>Lovati, Fabio</creatorcontrib><creatorcontrib>Nicolaï, Bart</creatorcontrib><creatorcontrib>Aernouts, Ben</creatorcontrib><creatorcontrib>Watté, Rodrigo</creatorcontrib><creatorcontrib>Torricelli, Alessandro</creatorcontrib><creatorcontrib>Spinelli, Lorenzo</creatorcontrib><creatorcontrib>Saeys, Wouter</creatorcontrib><creatorcontrib>Zanella, Angelo</creatorcontrib><collection>CrossRef</collection><collection>Chemoreception Abstracts</collection><collection>Entomology Abstracts (Full archive)</collection><collection>Industrial and Applied Microbiology Abstracts (Microbiology A)</collection><collection>Virology and AIDS Abstracts</collection><collection>Technology Research Database</collection><collection>Environmental Sciences and Pollution Management</collection><collection>Engineering Research Database</collection><collection>AIDS and Cancer Research Abstracts</collection><collection>Biotechnology and BioEngineering Abstracts</collection><jtitle>Postharvest biology and technology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Vanoli, Maristella</au><au>Van Beers, Robbe</au><au>Sadar, Nadja</au><au>Rizzolo, Anna</au><au>Buccheri, Marina</au><au>Grassi, Maurizio</au><au>Lovati, Fabio</au><au>Nicolaï, Bart</au><au>Aernouts, Ben</au><au>Watté, Rodrigo</au><au>Torricelli, Alessandro</au><au>Spinelli, Lorenzo</au><au>Saeys, Wouter</au><au>Zanella, Angelo</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Time- and spatially-resolved spectroscopy to determine the bulk optical properties of ‘Braeburn’ apples after ripening in shelf life</atitle><jtitle>Postharvest biology and technology</jtitle><date>2020-10</date><risdate>2020</risdate><volume>168</volume><spage>111233</spage><pages>111233-</pages><artnum>111233</artnum><issn>0925-5214</issn><eissn>1873-2356</eissn><abstract>•TRS absorption coefficients are more related to pigment and water of the fruit flesh.•SRS absorption coefficients are strongly affected by pigments in the fruit skin.•Fruit softening was accompanied by increasing values of reduced scattering coefficient.•TRS and SRS capture valuable information on the changes in flesh texture.
Bulk optical properties, in terms of absorption (μa) and reduced scattering coefficients (μ′s), can be used for the non-destructive monitoring of fruit quality during ripening. In this study, the performance of time-resolved (TRS) and spatially-resolved (SRS) spectroscopy were compared by analyzing ‘Braeburn’ apples over a 21 d period of ripening. Nine batches of 20 apples each were measured on the blush side by TRS (540−1064 nm) and SRS (550−1000 nm). Every fruit was analyzed for skin color, texture characteristics, relative internal space volume (RISV), total solid soluble and titratable acidity contents. TRS absorption spectra showed two maxima, the highest at 980 nm (water) and the second at 670 nm (chlorophyll), while in SRS spectra the main peak was measured at 550 nm (anthocyanins) followed by that at 670 nm. The values of μa580SRS and of μa670SRS were much higher than those measured at the same wavelengths by TRS suggesting that TRS and SRS actually explore the apple tissue (skin and/or flesh) in a different way. The values of μa980TRS were higher than those of μa980SRS, probably due to the fact that water content was lower in the skin (mostly probed by SRS) than in the flesh (mostly probed by TRS). No significant correlations were found between μa580SRS and μa580TRS and between μa980SRS and μa980TRS but a low positive relationship was observed between μa670TRS and μa670SRS. On the contrary, high correlations were found between μa670SRS and the spectral index IAD (index of absorbance difference) related to chlorophyll in the skin and between μa580SRS and the spectral index ARI (anthocyanin reflectance index), related to anthocyanin content in the peel, suggesting that μa580SRS is linked to the development of the red color in the peel. Both μa670TRS and μa670SRS decreased during fruit ripening, indicating a decline in chlorophyll in the flesh and skin, respectively. During the shelf life period, apples became soft and mealy, as mechanical and acoustic parameters decreased and RISV increased. Fruit softening was accompanied by increasing values of both μ′sTRS and μ′sSRS. The μ′sTRS and μ′sSRS were positively related to each other, were positively correlated to RISV and negatively related to mechanical and acoustic parameters. Both the TRS and SRS technique were able to follow ripening processes in ‘Braeburn’ apples during the shelf life period, as absorption phenomena were related to changes in pigments present in the fruit flesh and skin, while scattering events mirrored changes in the flesh texture.</abstract><cop>Amsterdam</cop><pub>Elsevier B.V</pub><doi>10.1016/j.postharvbio.2020.111233</doi><oa>free_for_read</oa></addata></record> |
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subjects | Absorption Absorption spectra Acidity Acoustic properties Anthocyanins Apple Apples Chlorophyll Color Correlation Fruits Moisture content Non-destructive techniques Optical properties Parameters Pigments Quality Ripening Scattering Scattering coefficients Shelf life Short tandem repeats Skin Spectroscopy Spectrum analysis SRS Texture TRS Water content Wavelengths |
title | Time- and spatially-resolved spectroscopy to determine the bulk optical properties of ‘Braeburn’ apples after ripening in shelf life |
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