CQUniversity
Browse

File(s) not publicly available

Assessment of internal quality attributes of mandarin fruit. 1. NIR calibration model development

journal contribution
posted on 2017-12-06, 00:00 authored by John Guthrie, Kerry WalshKerry Walsh, D Reid, Christoffel Liebenberg
The utility of near infrared spectroscopy as a non-invasive technique for the assessment of internal eating quality parameters of mandarin fruit (Citrus reticulata cv. Imperial) was assessed. The calibration procedure for the attributes of TSS (total soluble solids) and DM (dry matter) was optimised with respect to a reference sampling technique,scan averaging, spectral window, data pre-treatment (in terms of derivative treatment and scatter correction routine) and regression procedure. The recommended procedure involved sampling of an equatorial position on the fruit with 1 scan per spectrum, and modified partial least squares model development on a 720-950-nm window, pre-treated as first derivative absorbance data (gap size of 4 data points) with standard normal variance and detrend scatter correction. Calibration model performance for the attributes of TSS and DM content was encouraging (typical Rc2 of >0.75 and 0.90, respectively; typical root mean squared standard error of calibration of <0.4 and 0.6% respectively), whereas that for juciness and total acidity was unacceptable. The robustness of the TSS and DM calibrations across new populations of fruit is documented in a companion study.

Funding

Category 1 - Australian Competitive Grants (this includes ARC, NHMRC)

History

Volume

56

Issue

4

Start Page

405

End Page

416

Number of Pages

12

ISSN

0004-9409

Location

Collingwood

Publisher

CSIRO Publishing

Language

en-aus

Peer Reviewed

  • Yes

Open Access

  • No

External Author Affiliations

Department of Primary Industries and Fisheries; Faculty of Arts, Health and Sciences; TBA Research Institute;

Era Eligible

  • Yes

Journal

Australian journal of agricultural research.