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dc.contributor.authorHuang, Chung Hao
dc.contributor.authorSingh, Gajendra Pratap
dc.contributor.authorPark, Su Hyun
dc.contributor.authorChua, Nam-Hai
dc.contributor.authorRam, Rajeev J
dc.contributor.authorPark, Bong Soo
dc.date.accessioned2020-06-25T14:30:33Z
dc.date.available2020-06-25T14:30:33Z
dc.date.issued2020-06
dc.date.submitted2020-02
dc.identifier.issn1664-462X
dc.identifier.urihttps://hdl.handle.net/1721.1/125978
dc.description.abstractNutrient 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.publisherFrontiers Media SAen_US
dc.relation.isversionofhttp://dx.doi.org/10.3389/fpls.2020.00663en_US
dc.rightsCreative Commons Attribution 4.0 International licenseen_US
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/en_US
dc.sourceFrontiersen_US
dc.titleEarly Diagnosis and Management of Nitrogen Deficiency in Plants Utilizing Raman Spectroscopyen_US
dc.typeArticleen_US
dc.identifier.citationHuang, 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 Authorsen_US
dc.contributor.departmentMassachusetts Institute of Technology. Research Laboratory of Electronicsen_US
dc.relation.journalFrontiers in Plant Scienceen_US
dc.eprint.versionFinal published versionen_US
dc.type.urihttp://purl.org/eprint/type/JournalArticleen_US
eprint.statushttp://purl.org/eprint/status/PeerRevieweden_US
dspace.date.submission2020-06-19T14:01:50Z
mit.journal.volume11en_US
mit.licensePUBLISHER_CC
mit.metadata.statusComplete


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