| dc.contributor.author | Huang, Chung Hao | |
| dc.contributor.author | Singh, Gajendra Pratap | |
| dc.contributor.author | Park, Su Hyun | |
| dc.contributor.author | Chua, Nam-Hai | |
| dc.contributor.author | Ram, Rajeev J | |
| dc.contributor.author | Park, Bong Soo | |
| dc.date.accessioned | 2020-06-25T14:30:33Z | |
| dc.date.available | 2020-06-25T14:30:33Z | |
| dc.date.issued | 2020-06 | |
| dc.date.submitted | 2020-02 | |
| dc.identifier.issn | 1664-462X | |
| dc.identifier.uri | https://hdl.handle.net/1721.1/125978 | |
| dc.description.abstract | Nutrient deficiency alters growth and development of crop plants and compromises yield. Real-time non-invasive monitoring of the nutritional status of crops would allow timely applications of fertilizers to optimize for growth and yield at different times of the plant’s life cycle. Here, we used Raman spectroscopy to characterize Arabidopsis and two varieties of leafy vegetable crops under nitrogen sufficient and deficient conditions. We showed that the 1046 cm⁻¹ Raman peak serves as a specific signature of nitrogen status in planta, which can be used for early diagnosis of nitrogen deficiency in plants before onset of any visible symptoms. Our research can be applied toward crop management for sustainable and precision agriculture. | en_US |
| dc.publisher | Frontiers Media SA | en_US |
| dc.relation.isversionof | http://dx.doi.org/10.3389/fpls.2020.00663 | en_US |
| dc.rights | Creative Commons Attribution 4.0 International license | en_US |
| dc.rights.uri | https://creativecommons.org/licenses/by/4.0/ | en_US |
| dc.source | Frontiers | en_US |
| dc.title | Early Diagnosis and Management of Nitrogen Deficiency in Plants Utilizing Raman Spectroscopy | en_US |
| dc.type | Article | en_US |
| dc.identifier.citation | Huang, Chung Hao et al. "Early Diagnosis and Management of Nitrogen Deficiency in Plants Utilizing Raman Spectroscopy." Frontiers in Plant Science 11 (June 2020): 663 © 2020 The Authors | en_US |
| dc.contributor.department | Massachusetts Institute of Technology. Research Laboratory of Electronics | en_US |
| dc.relation.journal | Frontiers in Plant Science | en_US |
| dc.eprint.version | Final published version | en_US |
| dc.type.uri | http://purl.org/eprint/type/JournalArticle | en_US |
| eprint.status | http://purl.org/eprint/status/PeerReviewed | en_US |
| dspace.date.submission | 2020-06-19T14:01:50Z | |
| mit.journal.volume | 11 | en_US |
| mit.license | PUBLISHER_CC | |
| mit.metadata.status | Complete | |