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254121

Hyperspectral Reflectance as a Tool to Measure Ripeness of Orange Fruits

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Last updated: 04 Jan 2025

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Abstract

This work assesses the availability of depending hyperspectral indices to predict the chemical content of orange fruit under different growth stages. Using hyperspectral indices measurements to quantify varying chemical components of orange fruit including (chlorophyll, Ascorbic acid, Carotenoids, pH, Soluble Solids (%), juice percentage (%), titratable acidity results were expressed and maturity index. R672/R550 gave the maximum correlation value for predicting the concentration of chlorophyll (a) with R2 = 0.92. For predicting chlorophyll (b) that (NDI) indices show strong significant relationships with R2=0.84. PSR gave the highest correlations for predicting the concentration of total chlorophyll of orange fruit at different growing stages with R2 = 0.88 while for predicting the carotenoid concentration of orange fruit, it should depend on R672/R550 which produced the highest correlation R2 = 0.85. R672/R550 was the best indices for predicting the ascorbic acid content of orange fruit at different growing stages with R2 = 0.947. for predicting Soluble solids (SS) there is a high correlation with R672/R550 and PSI, respectively which give the same R2 =0.939. R672/R550 showed high correlations for predicting the pH value of orange fruit with R2 = 0.94 Predicting Juice content and maturity index of orange fruit should depend on R672/R550 which produced the highest correlations R2 = 0.91 and 0.96 respectively. PSR produced the highest correlations for predicting the titratable acidity of orange fruit were R2 = 0.92.

DOI

10.21608/jssae.2022.147858.1089

Keywords

Hyperspectral reflectance, Orange, Chemical composition

Authors

First Name

Shimaa

Last Name

Salah

MiddleName

-

Affiliation

Agricultural Engineering Department, Faculty of Agriculture, Tanta University, Egypt.

Email

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City

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Orcid

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First Name

A.

Last Name

Elmetwalli

MiddleName

H.

Affiliation

Agricultural Engineering Department, Faculty of Agriculture, Tanta University, Egypt.

Email

-

City

-

Orcid

-

First Name

M.

Last Name

Ghoname

MiddleName

S.

Affiliation

Agricultural Engineering Department ,Faculty of Agriculture ,Tanta University,Egypt

Email

mohamed.ghonaim@agr.tanta.edu.eg

City

Tanta

Orcid

-

Volume

13

Article Issue

7

Related Issue

35499

Issue Date

2022-07-01

Receive Date

2022-08-11

Publish Date

2022-07-01

Page Start

241

Page End

251

Print ISSN

2090-3685

Online ISSN

2090-3766

Link

https://jssae.journals.ekb.eg/article_254121.html

Detail API

https://jssae.journals.ekb.eg/service?article_code=254121

Order

8

Type

Original Article

Type Code

889

Publication Type

Journal

Publication Title

Journal of Soil Sciences and Agricultural Engineering

Publication Link

https://jssae.journals.ekb.eg/

MainTitle

Hyperspectral Reflectance as a Tool to Measure Ripeness of Orange Fruits

Details

Type

Article

Created At

22 Jan 2023