Procedure for obtaining NIR spectra in sugarcane stalks using a portable instrument under field conditions

dc.contributor.authorAndrade, Andrea Carla Bastos
dc.contributor.authorPeternelli, Luiz Alexandre
dc.contributor.authorBarbosa, Márcio Henrique Pereira
dc.contributor.authorTeófilo, Reinaldo Francisco
dc.date.accessioned2026-10-07T19:43:16Z
dc.date.issued2025
dc.description.abstractObtaining near-infrared spectra (NIR) directly from the sugarcane stalks in the field requires additional care due to the presence of wax on their surface. This study investigated the best cleaning procedure to be applied in sugarcane studies to obtain NIR spectra with reduced noise. NIR spectra were obtained from two sugarcane varieties using three cleaning methods (wax not removed, polyurethane abrasive sponge, and stainless steel sponge), and the sample sizes ranged from 2 to 8 stalk. Different pre-treatments were compared by principal components analysis (PCA). The p-value associated with the Mahalanobis distance measure was used to choose the best number of stalks to be sampled. PCA results demonstrated that the stainless steel sponge method is the most efficient procedure for distinguishing between the different sugarcane varieties once all wax is removed from the surface. Four stalks are necessary to obtain the average spectrum (p-value < 0.05).en
dc.identifier.citationANDRADE, Andrea Carla Basto. et al. Procedure for obtaining NIR spectra in sugarcane stalks using a portable instrument under field conditions. Crop Breeding and Applied Biotechnology, Viçosa, v. 25, n. 3, p. 01-06, 2025.
dc.identifier.doihttp://dx.doi.org/10.1590/1984-70332025v25n3n41
dc.identifier.issn1984-7033
dc.identifier.urihttps://locus.ufv.br/handle/123456789/35967
dc.language.isoeng
dc.publisherCrop Breeding and Applied Biotechnology
dc.relation.ispartofseriesv. 25 ; n. 3
dc.rightsCreative Commons Attribution License
dc.subjectNear-infrareden
dc.subjectSugarcane breedingen
dc.subjectMahalanobis distanceen
dc.titleProcedure for obtaining NIR spectra in sugarcane stalks using a portable instrument under field conditionsen
dc.typeArtigo

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