Wavelength Selection to Predict Crude Protein in Sorghum using PLSR

Nikita Chaturvedi; Suresh Purini; Syed Azeemuddin; M. Kalyana; K. Sarjan Rao

doi:10.1109/ACP.2018.8596083

Wavelength Selection to Predict Crude Protein in Sorghum using PLSR

Nikita Chaturvedi, Suresh Purini, Syed Azeemuddin, M. Kalyana, K. Sarjan Rao

School of Engineering (Behrend)

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

1 Scopus citations

Abstract

We have applied PLSR on NIRS data of Sorghum to select significant wavelengths for Crude-Protein content. Calibration models proposed using single wavelength (1449nm) and a pair (1485nm and 1486nm) give the coefficient of determination (R ² ) as 0.7928 and 0.8334 respectively.

Original language	English (US)
Title of host publication	2018 Asia Communications and Photonics Conference, ACP 2018
Publisher	OSA - The Optical Society
ISBN (Electronic)	9781538661581
DOIs	https://doi.org/10.1109/ACP.2018.8596083
State	Published - Dec 28 2018
Event	2018 Asia Communications and Photonics Conference, ACP 2018 - Hangzhou, China Duration: Oct 26 2018 → Oct 29 2018

Publication series

Name	Asia Communications and Photonics Conference, ACP
Volume	2018-October
ISSN (Print)	2162-108X

Conference

Conference	2018 Asia Communications and Photonics Conference, ACP 2018
Country/Territory	China
City	Hangzhou
Period	10/26/18 → 10/29/18

All Science Journal Classification (ASJC) codes

Computer Networks and Communications
Electrical and Electronic Engineering

Access to Document

10.1109/ACP.2018.8596083

Cite this

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title = "Wavelength Selection to Predict Crude Protein in Sorghum using PLSR",

abstract = " We have applied PLSR on NIRS data of Sorghum to select significant wavelengths for Crude-Protein content. Calibration models proposed using single wavelength (1449nm) and a pair (1485nm and 1486nm) give the coefficient of determination (R 2 ) as 0.7928 and 0.8334 respectively.",

author = "Nikita Chaturvedi and Suresh Purini and Syed Azeemuddin and M. Kalyana and Rao, {K. Sarjan}",

note = "Publisher Copyright: {\textcopyright} 2018 IEEE.; 2018 Asia Communications and Photonics Conference, ACP 2018 ; Conference date: 26-10-2018 Through 29-10-2018",

year = "2018",

month = dec,

day = "28",

doi = "10.1109/ACP.2018.8596083",

language = "English (US)",

series = "Asia Communications and Photonics Conference, ACP",

publisher = "OSA - The Optical Society",

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Chaturvedi, N, Purini, S, Azeemuddin, S, Kalyana, M & Rao, KS 2018, Wavelength Selection to Predict Crude Protein in Sorghum using PLSR. in 2018 Asia Communications and Photonics Conference, ACP 2018., 8596083, Asia Communications and Photonics Conference, ACP, vol. 2018-October, OSA - The Optical Society, 2018 Asia Communications and Photonics Conference, ACP 2018, Hangzhou, China, 10/26/18. https://doi.org/10.1109/ACP.2018.8596083

Wavelength Selection to Predict Crude Protein in Sorghum using PLSR. / Chaturvedi, Nikita; Purini, Suresh; Azeemuddin, Syed et al.
2018 Asia Communications and Photonics Conference, ACP 2018. OSA - The Optical Society, 2018. 8596083 (Asia Communications and Photonics Conference, ACP; Vol. 2018-October).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

TY - GEN

T1 - Wavelength Selection to Predict Crude Protein in Sorghum using PLSR

AU - Chaturvedi, Nikita

AU - Purini, Suresh

AU - Azeemuddin, Syed

AU - Kalyana, M.

AU - Rao, K. Sarjan

PY - 2018/12/28

Y1 - 2018/12/28

N2 - We have applied PLSR on NIRS data of Sorghum to select significant wavelengths for Crude-Protein content. Calibration models proposed using single wavelength (1449nm) and a pair (1485nm and 1486nm) give the coefficient of determination (R 2 ) as 0.7928 and 0.8334 respectively.

AB - We have applied PLSR on NIRS data of Sorghum to select significant wavelengths for Crude-Protein content. Calibration models proposed using single wavelength (1449nm) and a pair (1485nm and 1486nm) give the coefficient of determination (R 2 ) as 0.7928 and 0.8334 respectively.

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U2 - 10.1109/ACP.2018.8596083

DO - 10.1109/ACP.2018.8596083

M3 - Conference contribution

AN - SCOPUS:85061443091

T3 - Asia Communications and Photonics Conference, ACP

BT - 2018 Asia Communications and Photonics Conference, ACP 2018

PB - OSA - The Optical Society

T2 - 2018 Asia Communications and Photonics Conference, ACP 2018

Y2 - 26 October 2018 through 29 October 2018

ER -

Wavelength Selection to Predict Crude Protein in Sorghum using PLSR

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