Prediction of total lipids and fatty acids in black soldier fly (Hermetia illucens L.) dried larvae by NIR-hyperspectral imaging and chemometrics

Authors: Cruz-Tirado, J.P. ^a, dos Santos Vieira, Matheus Silva ^a, Ferreira, Ramon Sousa Barros ^a, Amigo, José Manuel ^{b, c}, Batista, Eduardo Augusto Caldas ^a, Barbin, Douglas Fernandes ^{a, ⁎}

Source: In Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy 15 March 2025 329

VIS-NIR hyperspectral imaging and multivariate analysis for direct characterization of pelagic fish species

Authors: Sanhueza, Mario I., Montes, Caroline S., Sanhueza, Ignacio, Montoya-Gallardo, N.I., Escalona, Fabiola, Luarte, Danny, Escribano, Rubén, Torres, Sergio, Godoy, Sebastián E., Amigo, José Manuel, Castillo, Rosario del P., Urbina, Mauricio

Source: In Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy 5 March 2025 328

Portable near infrared spectrometer to predict physicochemical properties in cape gooseberry (Physalis peruviana L.): An approach using hierarchical classification/regression modelling

Authors: Cruz-Tirado, J.P., Honório, Lara, Amigo, José Manuel, Zare Cruz, Luis David, Barbin, Douglas, Siche, Raúl

Source: In Journal of Food Engineering March 2025 389

Rapid noninvasive lung cancer screening via discriminative wavenumbers in Raman spectroscopy

Authors: Hano, Harun ^{a, b, ⁎}, Suarez, Beatriz ^{c, d}, Amigo, Jose Manuel ^{e, f}, Lawrie, Charles H. ^{d, f, g, h}, Seifert, Andreas ^{a, f, ⁎⁎}

Source: In Microchemical Journal February 2025 209

NIR-HSI for the non-destructive monitoring of in-bag hazelnut oxidation

Authors: Ezenarro, Jokin ^{a, ⁎}, Saouabi, Ines ^{a, b}, García-Pizarro, Ángel ^{a, b}, Schorn-García, Daniel ^c, Mestres, Montserrat ^a, Amigo, Jose Manuel ^{d, e}, Busto, Olga ^a, Boqué, Ricard ^a

Source: In Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy 15 May 2025 333

Prediction of physicochemical properties of cape gooseberry (Physalis peruviana L.) using near infrared hyperspectral imaging (NIR-HSI)

Authors: Blas Saavedra, Ronaldo, Cruz-Tirado, J.P., Figueroa-Avalos, Haley Milagritos, Barbin, Douglas Fernandes, Amigo, José Manuel, Siche, Raúl

Source: In Journal of Food Engineering June 2024 371

Coupling randomisation and sparse modelling for the exploratory analysis of large hyperspectral datasets

Authors: Calvini, Rosalba, Amigo, José Manuel

Source: In Chemometrics and Intelligent Laboratory Systems 15 May 2024 248

ARCHER. A new algorithm for automatic removal of cosmic spikes and saturated pixels in hyperspectral Raman spectroscopy

Authors: Muñoz, Enmanuel Cruz ^{a, ⁎}, Ballabio, Davide ^a, Amigo, José Manuel ^{b, c}

Source: In Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy 5 August 2025 336

Evidence of internalized microplastics in mussel tissues detected by volumetric Raman imaging

Authors: Aramendia, Julene ^{a, ⁎}, García-Velasco, Nerea ^b, Amigo, Jose Manuel ^{a, c}, Izagirre, Urtzi ^b, Seifert, Andreas ^{c, d}, Soto, Manu ^b, Castro, Kepa ^a

Source: In Science of the Total Environment 1 March 2024 914

Does hyperspectral always matter? A critical assessment of near infrared versus hyperspectral near infrared in the study of heterogeneous samples

Authors: Tanzilli, Daniele, Cocchi, Marina, Amigo, José Manuel, D'Alessandro, Alessandro, Strani, Lorenzo

Source: In Current Research in Food Science 2024 9

Prediction of protein and lipid content in black soldier fly (Hermetia illucens L.) larvae flour using portable NIR spectrometers and chemometrics

Authors: Cruz-Tirado, J.P. ^a, Vieira, Matheus Silva dos Santos ^a, Amigo, José Manuel ^{b, c}, Siche, Raúl ^d, Barbin, Douglas Fernandes ^{a, ∗}

Source: In Food Control November 2023 153

The importance of choosing a proper validation strategy in predictive models. A tutorial with real examples

Authors: Lopez, Eneko, Etxebarria-Elezgarai, Jaione, Amigo, Jose Manuel, Seifert, Andreas

Source: In Analytica Chimica Acta 22 September 2023 1275

Environmental science through orbiters. An example of Sentinel-5P on how the Covid-19 pandemic impacted the air quality

Authors: Martín, Carlos, Amigo, José Manuel, Castro, Kepa

Source: In Chemometrics and Intelligent Laboratory Systems 15 September 2023 240

Batch-wise versus continuous dough mixing of Danish butter cookies. A near infrared hyperspectral imaging study

Authors: Amigo, José Manuel ^{a, b, ⁎}, Jespersen, Birthe Møller ^c, van den Berg, Frans ^c, Jensen, Jørgen Juul ^d, Engelsen, Søren B. ^c

Source: In Food Chemistry 15 July 2023 414

Characterization of pyrite weathering products by Raman hyperspectral imaging and chemometrics techniques

Authors: Muñoz, Enmanuel Cruz, Gosetti, Fabio, Ballabio, Davide, Andò, Sergio, Gómez-Laserna, Olivia, Amigo, Jose Manuel, Garzanti, Eduardo

Source: In Microchemical Journal July 2023 190

Misinterpretation in microplastic detection in biological tissues: When 2D imaging is not enough

Authors: Benito-Kaesbach, Alba, Amigo, Jose Manuel, Izagirre, Urtzi, Garcia-Velasco, Nerea, Arévalo, Laura, Seifert, Andreas, Castro, Kepa

Source: In Science of the Total Environment 10 June 2023 876

Determination of protein content in single black fly soldier (Hermetia illucens L.) larvae by near infrared hyperspectral imaging (NIR-HSI) and chemometrics

Authors: Cruz-Tirado, J.P., Amigo, José Manuel, Barbin, Douglas Fernandes

Source: In Food Control January 2023 143

Data reduction by randomization subsampling for the study of large hyperspectral datasets

Authors: Cruz-Tirado, J.P., Amigo, José Manuel, Barbin, Douglas Fernandes, Kucheryavskiy, Sergey

Source: In Analytica Chimica Acta 29 May 2022 1209

Assessment of macronutrients and alpha-galactosides of texturized vegetable proteins by near infrared hyperspectral imaging

Authors: Squeo, Giacomo ^*, De Angelis, Davide, Summo, Carmine, Pasqualone, Antonella, Caponio, Francesco, Amigo, José Manuel ^**

Source: In Journal of Food Composition and Analysis May 2022 108

Tooth whitening, oxidation or reduction? Study of physicochemical alterations in bovine enamel using Synchrotron based Micro-FTIR

Authors: Babot-Marquillas, Clara, Sánchez-Martín, Maria-Jesús, Amigo, Jose Manuel, Yousef, Ibraheem, H.Valido, Iris, Boada, Roberto, Valiente, Manuel

Source: In Dental Materials April 2022 38(4):670-679