TY - JOUR
T1 - Non-destructive prediction of ‘Marsh’ grapefruit susceptibility to postharvest rind pitting disorder using reflectance Vis/NIR spectroscopy
AU - Ncama, Khayelihle
AU - Tesfay, Samson Zeray
AU - Fawole, Olaniyi Amos
AU - Opara, Umezuruike Linus
AU - Magwaza, Lembe Samukelo
N1 - Publisher Copyright:
© 2017 Elsevier B.V.
PY - 2018/1/27
Y1 - 2018/1/27
N2 - Postharvest RP is a progressive rind physiological disorder affecting citrus fruit during postharvest storage, reducing external quality of the fruit. The disorder develops 3–5 weeks after harvest, making it difficult to detect during grading and sorting in commercial packing lines. The Vis/NIR spectroscopy and associated chemometric analytical methods were explored for non-destructive prediction of ‘Marsh’ grapefruit (Citrus x paradisi MacFad) susceptibility to rind pitting. Reflectance Vis/NIR spectral data was acquired from fruit, just after harvest, using a laboratory bench-top monochromator NIR System equipped with a quartz halogen lamp and lead sulfide detector. Reference measurements for calibrating and validating PLS models included visual scores of RP and rind physico-chemical variables related to the disorder. The spectral data was correlated to RP scores and rind physico-chemical properties after eight weeks in cold storage and a week in shelf life. Good prediction of RP was obtained (R2 p = 0.78; RPD = 2.03; RMSEP = 1.41). Prediction models for rind physicochemical properties successfully developed and validated included rind total antioxidant capacity (R2 p = 0.95), β carotene (R2 p = 0.99), total carotenoids (R2 p = 0.92), chlorophyll a (R2 p = 0.89), chlorophyll b (R2 p = 0.93), dry matter (R2 p = 0.88), sucrose (R2 p = 0.91), glucose (R2 p = 0.93) and fructose (R2 p = 0.94). Principal component analysis successfully segregated fruit based on canopy position and susceptibility to rind pitting disorder. The ability of Vis/NIR spectroscopy coupled with chemometric analysis to cluster fruit based on canopy position is recommended as a secondary approach to discriminate fruit with high susceptibility to RP since RP occurrence was high on fruit from outside canopy.
AB - Postharvest RP is a progressive rind physiological disorder affecting citrus fruit during postharvest storage, reducing external quality of the fruit. The disorder develops 3–5 weeks after harvest, making it difficult to detect during grading and sorting in commercial packing lines. The Vis/NIR spectroscopy and associated chemometric analytical methods were explored for non-destructive prediction of ‘Marsh’ grapefruit (Citrus x paradisi MacFad) susceptibility to rind pitting. Reflectance Vis/NIR spectral data was acquired from fruit, just after harvest, using a laboratory bench-top monochromator NIR System equipped with a quartz halogen lamp and lead sulfide detector. Reference measurements for calibrating and validating PLS models included visual scores of RP and rind physico-chemical variables related to the disorder. The spectral data was correlated to RP scores and rind physico-chemical properties after eight weeks in cold storage and a week in shelf life. Good prediction of RP was obtained (R2 p = 0.78; RPD = 2.03; RMSEP = 1.41). Prediction models for rind physicochemical properties successfully developed and validated included rind total antioxidant capacity (R2 p = 0.95), β carotene (R2 p = 0.99), total carotenoids (R2 p = 0.92), chlorophyll a (R2 p = 0.89), chlorophyll b (R2 p = 0.93), dry matter (R2 p = 0.88), sucrose (R2 p = 0.91), glucose (R2 p = 0.93) and fructose (R2 p = 0.94). Principal component analysis successfully segregated fruit based on canopy position and susceptibility to rind pitting disorder. The ability of Vis/NIR spectroscopy coupled with chemometric analysis to cluster fruit based on canopy position is recommended as a secondary approach to discriminate fruit with high susceptibility to RP since RP occurrence was high on fruit from outside canopy.
KW - Chemometrics
KW - Citrus
KW - Fruit quality
KW - Near infrared radiation
KW - Rind disorders
UR - http://www.scopus.com/inward/record.url?scp=85039930338&partnerID=8YFLogxK
U2 - 10.1016/j.scienta.2017.12.028
DO - 10.1016/j.scienta.2017.12.028
M3 - Article
AN - SCOPUS:85039930338
SN - 0304-4238
VL - 231
SP - 265
EP - 271
JO - Scientia Horticulturae
JF - Scientia Horticulturae
ER -