Publication : International Conference
Topic:Ratiporn Ektasaeng, Sinjai Tantinijakun, Pramote Khuwijitjaru and Busarakorn Mahayothee. 2016. Rapid Determination of Moisture Content, Mold and Aflatoxin B1 in Corn using Near Infrared Spectroscopy. The 5th Asian NIR Symposium (The ANS2016 and The 32nd NIR Forum), Kagoshima, Japan. 30 November - 3 December 2016. (Poster)
Abstract:The objective of this work was to study the potential of near infrared spectroscopy (NIRS) to determine moisture content, total mold and aflatoxin B1 content in corn kernel. Partial least squares (PLS) regression was performed for building models. The ranges of moisture content and total mold in samples were 8.99 - 18.00% and 2.0  102 - 2.7  104 cfu/g, respectively. It was found that the NIRS was able to predict moisture content in corn kernel with R2 of 0.92, RMSEP of 0.61% and a bias of -0.04%. However, the method was unable to predict the total mold in samples (R2 of 0.18, RMSEP of 2.5  103 cfu/g and a bias of -258 cfu/g). In addition, using the NIR spectra with discriminant analysis could not differentiate corn kernels with and without mold infection. The feasibility of NIRS to predict aflatoxin B1 (AFB1) content using dry-extract system was preliminarily studied and high R2 of 0.97, low RMSECV of 0.05 mg/L and a bias of -0.0003 mg/L were obtained.
Advisor:Asst. Prof. Busarakorn Mahayothee, Ph.D.
Author:58403209 :
Journal ranking:มีการตีพิมพ์ในรายงานสืบเนื่องจากการประชุมวิชาการระดับนานาชาติ หรือมีการตีพิมพ์ในวารสารวิชาการระดับชาติที่ปรากฏอยู่ในฐานข้อมูล TCI
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