dc.creatorChen, F.
dc.creatorHe Zhonghu
dc.creatorCui, D.Q.
dc.date2013-06-07T21:11:40Z
dc.date2013-06-07T21:11:40Z
dc.date2004
dc.date.accessioned2023-07-17T19:56:43Z
dc.date.available2023-07-17T19:56:43Z
dc.identifier0496-3490
dc.identifierhttp://zwxb.chinacrops.org/EN/Y2004/V30/I05/455
dc.identifierhttp://hdl.handle.net/10883/2395
dc.identifier.urihttps://repositorioslatinoamericanos.uchile.cl/handle/2250/7508862
dc.description583 samples of wheat cultivars from major wheat production area collected in 2001 and 2002 seasons were used to measure kernel hardness by near infrared transmittance (NIT) spectroscopy. Two algorithms, i.e. partial least squares and multiple linear regression, and three variable transformations, i.e. log 1/T, first derivative of log 1/T and second derivative of log 1/T, were compared for hardness testing. Results showed that the partial least squares and the first derivative of log 1/T were preferable, and the classification accuracy was achieved 90% for hard type, 83% for soft type, and 63% for mixed type, respectively. Wheat kernel hardness test by NIT spectroscopy could be used for early generation selection in wheat breeding program and quick testing for wheat quality.
dc.description455-459
dc.formatPDF
dc.languageChinese
dc.publisherInstitute of Crop Sciences
dc.rightsCIMMYT manages Intellectual Assets as International Public Goods. The user is free to download, print, store and share this work. In case you want to translate or create any other derivative work and share or distribute such translation/derivative work, please contact CIMMYT-Knowledge-Center@cgiar.org indicating the work you want to use and the kind of use you intend; CIMMYT will contact you with the suitable license for that purpose.
dc.rightsOpen Access
dc.source5
dc.source30
dc.sourceActa Agronomica Sinica
dc.subjectAGRICULTURAL SCIENCES AND BIOTECHNOLOGY
dc.subjectINFRARED SPECTROPHOTOMETRY
dc.subjectCALIBRATION
dc.subjectWHEAT
dc.subjectFIRMNESS
dc.titleMeasurement of wheat hardness by near infrared transmittance spectroscopy
dc.typeArticle
dc.coverageChina


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