NIRS-based prediction modeling for nutritional traits in Perilla germplasm from NEH Region of India: Comparative chemometric analysis using mPLS and deep learning
| Main Authors: | , , , , , , , , , |
|---|---|
| Format: | Journal Article |
| Language: | Inglés |
| Published: |
Springer
2024
|
| Subjects: | |
| Online Access: | https://hdl.handle.net/10568/155137 |
| _version_ | 1855530158739423232 |
|---|---|
| author | Kaur, Simardeep Singh, Naseeb Tomar, Maharishi Kumar, Amit Godara, Samarth Padhi, Siddhant Ranjan Rana, Jai Chand Bhardwaj, Rakesh Singh, Binay K. Riar, Amritbir |
| author_browse | Bhardwaj, Rakesh Godara, Samarth Kaur, Simardeep Kumar, Amit Padhi, Siddhant Ranjan Rana, Jai Chand Riar, Amritbir Singh, Binay K. Singh, Naseeb Tomar, Maharishi |
| author_facet | Kaur, Simardeep Singh, Naseeb Tomar, Maharishi Kumar, Amit Godara, Samarth Padhi, Siddhant Ranjan Rana, Jai Chand Bhardwaj, Rakesh Singh, Binay K. Riar, Amritbir |
| author_sort | Kaur, Simardeep |
| collection | Repository of Agricultural Research Outputs (CGSpace) |
| format | Journal Article |
| id | CGSpace155137 |
| institution | CGIAR Consortium |
| language | Inglés |
| publishDate | 2024 |
| publishDateRange | 2024 |
| publishDateSort | 2024 |
| publisher | Springer |
| publisherStr | Springer |
| record_format | dspace |
| spelling | CGSpace1551372025-12-12T14:52:16Z NIRS-based prediction modeling for nutritional traits in Perilla germplasm from NEH Region of India: Comparative chemometric analysis using mPLS and deep learning Kaur, Simardeep Singh, Naseeb Tomar, Maharishi Kumar, Amit Godara, Samarth Padhi, Siddhant Ranjan Rana, Jai Chand Bhardwaj, Rakesh Singh, Binay K. Riar, Amritbir modelling underutilized species nutritive value perilla frutescens perilla, nir, nutrition 2024-11 2024-10-03T14:54:22Z 2024-10-03T14:54:22Z Journal Article https://hdl.handle.net/10568/155137 en Open Access application/pdf Springer Kaur, S.; Singh, N.; Tomar, M.; Kumar, A.; Godara, S.; Padhi, S.R.; Rana, J.C.; Bhardwaj, R.; Singh, B.K.; Riar, A. (2024) NIRS-based prediction modeling for nutritional traits in Perilla germplasm from NEH Region of India: Comparative chemometric analysis using mPLS and deep learning. Journal of Food Measurement & Characterization 18: p. 9019–9035. ISSN: 2193-4126 |
| spellingShingle | modelling underutilized species nutritive value perilla frutescens perilla, nir, nutrition Kaur, Simardeep Singh, Naseeb Tomar, Maharishi Kumar, Amit Godara, Samarth Padhi, Siddhant Ranjan Rana, Jai Chand Bhardwaj, Rakesh Singh, Binay K. Riar, Amritbir NIRS-based prediction modeling for nutritional traits in Perilla germplasm from NEH Region of India: Comparative chemometric analysis using mPLS and deep learning |
| title | NIRS-based prediction modeling for nutritional traits in Perilla germplasm from NEH Region of India: Comparative chemometric analysis using mPLS and deep learning |
| title_full | NIRS-based prediction modeling for nutritional traits in Perilla germplasm from NEH Region of India: Comparative chemometric analysis using mPLS and deep learning |
| title_fullStr | NIRS-based prediction modeling for nutritional traits in Perilla germplasm from NEH Region of India: Comparative chemometric analysis using mPLS and deep learning |
| title_full_unstemmed | NIRS-based prediction modeling for nutritional traits in Perilla germplasm from NEH Region of India: Comparative chemometric analysis using mPLS and deep learning |
| title_short | NIRS-based prediction modeling for nutritional traits in Perilla germplasm from NEH Region of India: Comparative chemometric analysis using mPLS and deep learning |
| title_sort | nirs based prediction modeling for nutritional traits in perilla germplasm from neh region of india comparative chemometric analysis using mpls and deep learning |
| topic | modelling underutilized species nutritive value perilla frutescens perilla, nir, nutrition |
| url | https://hdl.handle.net/10568/155137 |
| work_keys_str_mv | AT kaursimardeep nirsbasedpredictionmodelingfornutritionaltraitsinperillagermplasmfromnehregionofindiacomparativechemometricanalysisusingmplsanddeeplearning AT singhnaseeb nirsbasedpredictionmodelingfornutritionaltraitsinperillagermplasmfromnehregionofindiacomparativechemometricanalysisusingmplsanddeeplearning AT tomarmaharishi nirsbasedpredictionmodelingfornutritionaltraitsinperillagermplasmfromnehregionofindiacomparativechemometricanalysisusingmplsanddeeplearning AT kumaramit nirsbasedpredictionmodelingfornutritionaltraitsinperillagermplasmfromnehregionofindiacomparativechemometricanalysisusingmplsanddeeplearning AT godarasamarth nirsbasedpredictionmodelingfornutritionaltraitsinperillagermplasmfromnehregionofindiacomparativechemometricanalysisusingmplsanddeeplearning AT padhisiddhantranjan nirsbasedpredictionmodelingfornutritionaltraitsinperillagermplasmfromnehregionofindiacomparativechemometricanalysisusingmplsanddeeplearning AT ranajaichand nirsbasedpredictionmodelingfornutritionaltraitsinperillagermplasmfromnehregionofindiacomparativechemometricanalysisusingmplsanddeeplearning AT bhardwajrakesh nirsbasedpredictionmodelingfornutritionaltraitsinperillagermplasmfromnehregionofindiacomparativechemometricanalysisusingmplsanddeeplearning AT singhbinayk nirsbasedpredictionmodelingfornutritionaltraitsinperillagermplasmfromnehregionofindiacomparativechemometricanalysisusingmplsanddeeplearning AT riaramritbir nirsbasedpredictionmodelingfornutritionaltraitsinperillagermplasmfromnehregionofindiacomparativechemometricanalysisusingmplsanddeeplearning |