Jose Manuel Amigo

Jose Manuel Amigo

Universidad del País Vasco

H-index: 47

Europe-Spain

About Jose Manuel Amigo

Jose Manuel Amigo, With an exceptional h-index of 47 and a recent h-index of 36 (since 2020), a distinguished researcher at Universidad del País Vasco, specializes in the field of Chemometrics, Hyperspectral, Image analysis, NIR, vibrational spectroscopy.

His recent articles reflect a diverse array of research interests and contributions to the field:

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

Extended least squares (ELS) and generalized least squares (GLS) for clutter suppression in hyperspectral images: A theoretical description

Yoghurt standardization using real-time NIR prediction of milk fat and protein content

Unlocking Preclinical Alzheimer’s: A Multi-Year Label-Free In Vitro Raman Spectroscopy Study Empowered by Chemometrics

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

Fusion of multiway data with classical spectroscopy for the study of natural waters

NIR-hyperspectral imaging and machine learning for non-invasive chemotype classification in Cannabis sativa L

Bread fermentation monitoring through NIR spectroscopy and PLS-DA. Determining the optimal fermentation point in bread doughs

Jose Manuel Amigo Information

University

Position

Ikerbasque Foundation;

Citations(all)

6852

Citations(since 2020)

4069

Cited By

4338

hIndex(all)

47

hIndex(since 2020)

36

i10Index(all)

125

i10Index(since 2020)

104

Email

University Profile Page

Universidad del País Vasco

Google Scholar

View Google Scholar Profile

Jose Manuel Amigo Skills & Research Interests

Chemometrics

Hyperspectral

Image analysis

NIR

vibrational spectroscopy

Top articles of Jose Manuel Amigo

Title

Journal

Author(s)

Publication Date

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

Chemometrics and Intelligent Laboratory Systems

Rosalba Calvini

José Manuel Amigo

2024/5/15

Extended least squares (ELS) and generalized least squares (GLS) for clutter suppression in hyperspectral images: A theoretical description

Chemometrics and Intelligent Laboratory Systems

Neal B Gallagher

Reaha Goyetche

José Manuel Amigo

Sergey Kucheryavskiy

2024/1/15

Yoghurt standardization using real-time NIR prediction of milk fat and protein content

Journal of Food Composition and Analysis

D Castro-Reigía

J Ezenarro

M Azkune

I Ayesta

M Ostra

...

2024/4/1

Unlocking Preclinical Alzheimer’s: A Multi-Year Label-Free In Vitro Raman Spectroscopy Study Empowered by Chemometrics

International Journal of Molecular Sciences

Eneko Lopez

Jaione Etxebarria-Elezgarai

Maite García-Sebastián

Miren Altuna

Mirian Ecay-Torres

...

2024/1

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

Science of The Total Environment

Julene Aramendia

Nerea García-Velasco

Jose Manuel Amigo

Urtzi Izagirre

Andreas Seifert

...

2024/3/1

Fusion of multiway data with classical spectroscopy for the study of natural waters

Leire Kortazar

Luis Ángel Fernández

José Manuel Amigo

2024/1/1

NIR-hyperspectral imaging and machine learning for non-invasive chemotype classification in Cannabis sativa L

Computers and Electronics in Agriculture

Markel San Nicolas

Aitor Villate

Iker Alvarez-Mora

Maitane Olivares

Oier Aizpurua-Olaizola

...

2024/2/1

Bread fermentation monitoring through NIR spectroscopy and PLS-DA. Determining the optimal fermentation point in bread doughs

Journal of Food Engineering

D Castro-Reigía

I García

S Sanllorente

LA Sarabia

JM Amigo

...

2024/1/1

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

Journal of Food Engineering

Ronaldo Blas Saavedra

JP Cruz-Tirado

Haley Milagritos Figueroa-Avalos

Douglas Fernandes Barbin

José Manuel Amigo

...

2024/6/1

Hyperspectral Imaging Techniques for Quality Assessment in Fresh Horticultural Produce and Prospects for Measurement of Mechanical Damage

MC Alamar

N Aleixos

JM Amigo

D Barbin

J Blasco

2024/1/16

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

Microchemical Journal

Enmanuel Cruz Muñoz

Fabio Gosetti

Davide Ballabio

Sergio Andò

Olivia Gómez-Laserna

...

2023/7/1

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

Food Control

JP Cruz-Tirado

Matheus Silva dos Santos Vieira

José Manuel Amigo

Raúl Siche

Douglas Fernandes Barbin

2023/11/1

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

Science of the Total Environment

Alba Benito-Kaesbach

Jose Manuel Amigo

Urtzi Izagirre

Nerea Garcia-Velasco

Laura Arévalo

...

2023/3

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

Chemometrics and Intelligent Laboratory Systems

Carlos Martín

José Manuel Amigo

Kepa Castro

2023/9/15

The analytical/measurement sources of multivariate errors. A case study: Detecting microplastics in sand

Reaha Goyetche

José Manuel Amigo

Leire Kortazar

2023/1/1

Issues with the detection and classification of microplastics in marine sediments with chemical imaging and machine learning

TrAC - Trends in Analytical Chemistry

Reaha Goyetche

Leire Kortazar

Jose Manuel Amigo

2023/9

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

Food Control

JP Cruz-Tirado

José Manuel Amigo

Douglas Fernandes Barbin

2023/1/1

Successful Applications of NIR Spectroscopy and NIR Imaging in the Food Processing Chain

Giacomo Squeo

José Manuel Amigo

2023/8/13

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

Food Chemistry

José Manuel Amigo

Birthe Møller Jespersen

Frans van den Berg

Jørgen Juul Jensen

Søren B Engelsen

2023/7/15

Meeting of the International Association of Spectral Imaging (IASIM-2024)

NIR news

José Manuel Amigo

2023/12

See List of Professors in Jose Manuel Amigo University(Universidad del País Vasco)

Co-Authors

H-index: 84
Rasmus Bro

Rasmus Bro

Københavns Universitet

H-index: 74
Søren Balling Engelsen

Søren Balling Engelsen

Københavns Universitet

H-index: 66
Jukka Rantanen, professor PhD

Jukka Rantanen, professor PhD

Københavns Universitet

H-index: 48
Nestor Etxebarria

Nestor Etxebarria

Universidad del País Vasco

H-index: 45
Richard Ipsen

Richard Ipsen

Københavns Universitet

H-index: 41
Carmen García Ruiz

Carmen García Ruiz

Universidad de Alcalá

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