Knowledge Center Catalog

Quantifying soluble sugar in super sweet corn using near-infrared spectroscopy combined with chemometrics (Record no. 62177)

MARC details
000 -LEADER
fixed length control field 00595nab|a22002177a|4500
001 - CONTROL NUMBER
control field 62177
003 - CONTROL NUMBER IDENTIFIER
control field MX-TxCIM
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20200703202154.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 200628s2020||||ne |||p|op||||00||0|eng|d
022 ## - INTERNATIONAL STANDARD SERIAL NUMBER
International Standard Serial Number 0030-4026
024 8# - OTHER STANDARD IDENTIFIER
Standard number or code https://doi.org/10.1016/j.ijleo.2020.165128
040 ## - CATALOGING SOURCE
Original cataloging agency MX-TxCIM
041 ## - LANGUAGE CODE
Language code of text/sound track or separate title eng
100 0# - MAIN ENTRY--PERSONAL NAME
Personal name Quannu Yang
9 (RLIN) 14554
245 1# - TITLE STATEMENT
Title Quantifying soluble sugar in super sweet corn using near-infrared spectroscopy combined with chemometrics
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
Place of publication, distribution, etc. Amsterdam (Netherlands) :
Name of publisher, distributor, etc. Elsevier,
Date of publication, distribution, etc. 2020.
500 ## - GENERAL NOTE
General note Peer review
520 ## - SUMMARY, ETC.
Summary, etc. Soluble sugar content is a key factor affecting super sweet corn quality, making the development of a rapid, simple, and environmentally friendly method for measuring soluble sugar content significant for successful breeding. The near-infrared (NIR) spectra of 131 sets of super sweet corn kernels with different soluble sugar contents (5.57?45.35 mg/g) were collected and preprocessed using multiple scattering correction (MSC), standard normal variate (SNV) transformation, and first and second derivatives. The first derivative spectrum, which gave the best preprocessing result, was used to construct the synergy interval partial least squares (Si-PLS) model. The PLS model developed using the 1349?1513 nm, 1842?2005 nm, 2005?2168 nm, and 2337?2500 nm wavebands gave the best result: root mean square error of the prediction set (RMSEP) =6.9199 mg/g and correlation coefficient of the prediction set (RP) = 0.7695. A competitive adaptive reweighted sampling (CARS)-Si-PLS wavelength screening algorithm was used to improve the predictive accuracy of the model further (RMSEP =5.8292 mg/g and RP = 0.8431). Compared to the original spectrum, the optimized model using CARS-SI-PLS is more concise and robust, confirming the ability of NIR spectroscopy to accurately measure soluble sugar content in super sweet corn.
546 ## - LANGUAGE NOTE
Language note Text in English
591 ## - CATALOGING NOTES
Affiliation Xinhao Yang : Not in IRS Staff list but CIMMYT Affiliation
591 ## - CATALOGING NOTES
Affiliation Han Song : Not in IRS Staff list but CIMMYT Affiliation
591 ## - CATALOGING NOTES
Affiliation Furong Huang : Not in IRS Staff list but CIMMYT Affiliation
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Source of heading or term AGROVOC
9 (RLIN) 6179
Topical term or geographic name as entry element Infrared spectrophotometry
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Source of heading or term AGROVOC
9 (RLIN) 10976
Topical term or geographic name as entry element Sweet corn
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Source of heading or term AGROVOC
9 (RLIN) 1281
Topical term or geographic name as entry element Sugars
650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM
Source of heading or term AGROVOC
9 (RLIN) 4749
Topical term or geographic name as entry element Selection
700 0# - ADDED ENTRY--PERSONAL NAME
Personal name Xinhao Yang
9 (RLIN) 14555
700 0# - ADDED ENTRY--PERSONAL NAME
Personal name Qianling Zhang
9 (RLIN) 14556
700 0# - ADDED ENTRY--PERSONAL NAME
Personal name Yunbo Wang
9 (RLIN) 14557
700 0# - ADDED ENTRY--PERSONAL NAME
Personal name Han Song
9 (RLIN) 14558
700 0# - ADDED ENTRY--PERSONAL NAME
Personal name Furong Huang
9 (RLIN) 14559
773 0# - HOST ITEM ENTRY
Title Optik
Related parts v. 220, art. 165128
Place, publisher, and date of publication Amsterdam (Netherlands) : Elsevier, 2020.
International Standard Serial Number 0030-4026
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Koha item type Article
Suppress in OPAC No
Source of classification or shelving scheme Dewey Decimal Classification
Holdings
Date last seen Total Checkouts Price effective from Koha item type Lost status Source of classification or shelving scheme Damaged status Not for loan Collection code Withdrawn status Home library Current library Date acquired
06/29/2020   06/29/2020 Article Not Lost Dewey Decimal Classification     CIMMYT Staff Publications Collection   CIMMYT Knowledge Center: John Woolston Library CIMMYT Knowledge Center: John Woolston Library 06/29/2020

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