Spectrometric Techniques for Elemental Profile Analysis Associated with Bitter Pit in Apples
Postharvest Biology and Technology 128 (2017) 121–129 Contents lists available at ScienceDirect Postharvest Biology and Technology journal homepage: www.elsevier.com/locate/postharvbio Spectrometric techniques for elemental profile analysis associated with bitter pit in apples a a a,b a Carlos Espinoza Zúñiga , Sanaz Jarolmasjed , Rajeev Sinha , Chongyuan Zhang , c,d c,d a,b, Lee Kalcsits , Amit Dhingra , Sindhuja Sankaran * a Department of Biological Systems Engineering, Washington State University, Pullman, WA, USA b Center for Precision and Automated Agricultural Systems, Department of Biological Systems Engineering, IAREC, Washington State University, Prosser, WA, USA c Department of Horticulture, Washington State University, Pullman, WA, USA d Tree Fruit Research and Extension Center, Washington State University, Wenatchee, WA, USA A R T I C L E I N F O A B S T R A C T Article history: ‘ ’ ‘ ’ ‘ ’ Received 6 December 2016 Bitter pit and healthy Honeycrisp , Golden Delicious , and Granny Smith apples were collected from Received in revised form 20 February 2017 three commercial orchards. Apples were scanned using Fourier transform infrared (FTIR) and X-ray Accepted 21 February 2017 fluorescence (XRF) spectrometers to associate the elemental profile with bitter pit occurrence in apples. Available online xxx The FTIR spectra were acquired from apple peel and flesh; while XRF spectra were acquired from the apple surface (peel). Destructive elemental analysis was also performed to estimate calcium, magnesium, Keywords: and potassium concentrations in the apples. There were significant differences between healthy and Apple disorder bitter pit affected apples in calcium, magnesium, and potassium concentrations, in addition to Support vector machine magnesium/calcium and potassium/calcium ratios (5% level of significance).
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