Absorption Spectroscopy and Principal Component Analysis for Photopigment Assessment in Codiaeum variegatum

Aditi Naik; Manikanth Karnati; Huzail Shaik; Gagan Raju; Sharmila sajankila Nadumane; S. Ramya; Nirmal Mazumder

doi:10.1364/FIO.2023.FD5.9

Absorption Spectroscopy and Principal Component Analysis for Photopigment Assessment in Codiaeum variegatum

Aditi Naik, Manikanth Karnati, Huzail Shaik, Gagan Raju, Sharmila sajankila Nadumane, S. Ramya, Nirmal Mazumder^*

^*Corresponding author for this work

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

Abstract

The present work employs spectroscopy and machine learning based PCA to investigate fluctuations in chlorophyll concentration in Codiaeum variegatum transform from a healthy condition to a dry state, which can provide valuable insights about plant physiology.

Original language	English
Title of host publication	Frontiers in Optics
Subtitle of host publication	Proceedings Frontiers in Optics + Laser Science 2023, FiO, LS 2023
Publisher	Optical Society of America
ISBN (Electronic)	9781957171296
DOIs	https://doi.org/10.1364/FIO.2023.FD5.9
Publication status	Published - 2023
Event	Frontiers in Optics + Laser Science 2023, FiO, LS 203: Part of Frontiers in Optics + Laser Science 2023 - Tacoma, United States Duration: 09-10-2023 → 12-10-2023

Publication series

Name	Frontiers in Optics: Proceedings Frontiers in Optics + Laser Science 2023, FiO, LS 2023

Conference

Conference	Frontiers in Optics + Laser Science 2023, FiO, LS 203: Part of Frontiers in Optics + Laser Science 2023
Country/Territory	United States
City	Tacoma
Period	09-10-23 → 12-10-23

All Science Journal Classification (ASJC) codes

Electronic, Optical and Magnetic Materials
Atomic and Molecular Physics, and Optics
Space and Planetary Science
Control and Systems Engineering
Electrical and Electronic Engineering
General Computer Science
Instrumentation

Access to Document

10.1364/FIO.2023.FD5.9

Cite this

Naik, A., Karnati, M., Shaik, H., Raju, G., Nadumane, S. S., Ramya, S., & Mazumder, N. (2023). Absorption Spectroscopy and Principal Component Analysis for Photopigment Assessment in Codiaeum variegatum. In Frontiers in Optics: Proceedings Frontiers in Optics + Laser Science 2023, FiO, LS 2023 (Frontiers in Optics: Proceedings Frontiers in Optics + Laser Science 2023, FiO, LS 2023). Optical Society of America. https://doi.org/10.1364/FIO.2023.FD5.9

Naik, Aditi ; Karnati, Manikanth ; Shaik, Huzail et al. / Absorption Spectroscopy and Principal Component Analysis for Photopigment Assessment in Codiaeum variegatum. Frontiers in Optics: Proceedings Frontiers in Optics + Laser Science 2023, FiO, LS 2023. Optical Society of America, 2023. (Frontiers in Optics: Proceedings Frontiers in Optics + Laser Science 2023, FiO, LS 2023).

@inproceedings{837b80bb9a5b4af5b44dc08415f1a20c,

title = "Absorption Spectroscopy and Principal Component Analysis for Photopigment Assessment in Codiaeum variegatum",

abstract = "The present work employs spectroscopy and machine learning based PCA to investigate fluctuations in chlorophyll concentration in Codiaeum variegatum transform from a healthy condition to a dry state, which can provide valuable insights about plant physiology.",

author = "Aditi Naik and Manikanth Karnati and Huzail Shaik and Gagan Raju and Nadumane, \{Sharmila sajankila\} and S. Ramya and Nirmal Mazumder",

note = "Publisher Copyright: {\textcopyright} Optica Publishing Group 2023, {\textcopyright} 2023 The Author(s); Frontiers in Optics + Laser Science 2023, FiO, LS 203: Part of Frontiers in Optics + Laser Science 2023 ; Conference date: 09-10-2023 Through 12-10-2023",

year = "2023",

doi = "10.1364/FIO.2023.FD5.9",

language = "English",

series = "Frontiers in Optics: Proceedings Frontiers in Optics + Laser Science 2023, FiO, LS 2023",

publisher = "Optical Society of America",

booktitle = "Frontiers in Optics",

}

Naik, A, Karnati, M, Shaik, H, Raju, G, Nadumane, SS, Ramya, S & Mazumder, N 2023, Absorption Spectroscopy and Principal Component Analysis for Photopigment Assessment in Codiaeum variegatum. in Frontiers in Optics: Proceedings Frontiers in Optics + Laser Science 2023, FiO, LS 2023. Frontiers in Optics: Proceedings Frontiers in Optics + Laser Science 2023, FiO, LS 2023, Optical Society of America, Frontiers in Optics + Laser Science 2023, FiO, LS 203: Part of Frontiers in Optics + Laser Science 2023, Tacoma, United States, 09-10-23. https://doi.org/10.1364/FIO.2023.FD5.9

Absorption Spectroscopy and Principal Component Analysis for Photopigment Assessment in Codiaeum variegatum. / Naik, Aditi; Karnati, Manikanth; Shaik, Huzail et al.
Frontiers in Optics: Proceedings Frontiers in Optics + Laser Science 2023, FiO, LS 2023. Optical Society of America, 2023. (Frontiers in Optics: Proceedings Frontiers in Optics + Laser Science 2023, FiO, LS 2023).

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

TY - GEN

T1 - Absorption Spectroscopy and Principal Component Analysis for Photopigment Assessment in Codiaeum variegatum

AU - Naik, Aditi

AU - Karnati, Manikanth

AU - Shaik, Huzail

AU - Raju, Gagan

AU - Nadumane, Sharmila sajankila

AU - Ramya, S.

AU - Mazumder, Nirmal

PY - 2023

Y1 - 2023

N2 - The present work employs spectroscopy and machine learning based PCA to investigate fluctuations in chlorophyll concentration in Codiaeum variegatum transform from a healthy condition to a dry state, which can provide valuable insights about plant physiology.

AB - The present work employs spectroscopy and machine learning based PCA to investigate fluctuations in chlorophyll concentration in Codiaeum variegatum transform from a healthy condition to a dry state, which can provide valuable insights about plant physiology.

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DO - 10.1364/FIO.2023.FD5.9

M3 - Conference contribution

AN - SCOPUS:85191196092

T3 - Frontiers in Optics: Proceedings Frontiers in Optics + Laser Science 2023, FiO, LS 2023

BT - Frontiers in Optics

PB - Optical Society of America

T2 - Frontiers in Optics + Laser Science 2023, FiO, LS 203: Part of Frontiers in Optics + Laser Science 2023

Y2 - 9 October 2023 through 12 October 2023

ER -

Naik A, Karnati M, Shaik H, Raju G, Nadumane SS, Ramya S et al. Absorption Spectroscopy and Principal Component Analysis for Photopigment Assessment in Codiaeum variegatum. In Frontiers in Optics: Proceedings Frontiers in Optics + Laser Science 2023, FiO, LS 2023. Optical Society of America. 2023. (Frontiers in Optics: Proceedings Frontiers in Optics + Laser Science 2023, FiO, LS 2023). doi: 10.1364/FIO.2023.FD5.9

Absorption Spectroscopy and Principal Component Analysis for Photopigment Assessment in Codiaeum variegatum

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