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1

Hyperspectral Imaging Applications in Agriculture and Agro-Food Product Quality and Safety Control: A Review

Dale, Laura M., Thewis, André, Boudry, Christelle, Rotar, Ioan, Dardenne, Pierre, Baeten, Vincent, Pierna, Juan A. Fernández

Journal:

Applied Spectroscopy Reviews

Year:

2013

Language:

english

File:

PDF, 392 KB

english, 2013

2

Screening of compound feeds using NIR hyperspectral data

J.A. Fernández Pierna, V. Baeten, P. Dardenne

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2006

Language:

english

File:

PDF, 225 KB

english, 2006

3

A Backward Variable Selection method for PLS regression (BVSPLS)

Juan Antonio Fernández Pierna, Ouissam Abbas, Vincent Baeten, Pierre Dardenne

Journal:

Analytica Chimica Acta

Year:

2009

Language:

english

File:

PDF, 400 KB

english, 2009

4

Improved algorithm for clustering tendency

J.A Fernández Pierna, D.L Massart

Journal:

Analytica Chimica Acta

Year:

2000

Language:

english

File:

PDF, 209 KB

english, 2000

5

Combination of support vector machines (SVM) and near-infrared (NIR) imaging spectroscopy for the detection of meat and bone meal (MBM) in compound feeds

J. A. Fernández Pierna, V. Baeten, A. Michotte Renier, R. P. Cogdill, P. Dardenne

Journal:

Journal of Chemometrics

Year:

2004

Language:

english

File:

PDF, 378 KB

english, 2004

6

How to build a robust model against perturbation factors with only a few reference values: A chemometric challenge at ‘Chimiométrie 2007’

Juan Antonio Fernández Pierna, Fabian Chauchard, Sébastien Preys, Jean Michel Roger, Oswin Galtier, Vincent Baeten, Pierre Dardenne

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2011

Language:

english

File:

PDF, 1.45 MB

english, 2011

7

A methodology to detect outliers/inliers in prediction with PLS

J.A. Fernández Pierna, L. Jin, M. Daszykowski, F. Wahl, D.L. Massart

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2003

Language:

english

File:

PDF, 509 KB

english, 2003

8

Infrared machine vision system for the automatic detection of olive fruit quality

Guzmán, Elena, Baeten, Vincent, Pierna, Juan Antonio Fernández, García-Mesa, José A.

Journal:

Year:

2013

Language:

english

File:

PDF, 720 KB

english, 2013

9

Cross-Contamination of Residual Emerging Contaminants and Antibiotic Resistant Bacteria in Lettuce Crops and Soil Irrigated with Wastewater Treated by Sunlight/H 2 O 2

Ferro, Giovanna, Polo-López, María I., Martínez-Piernas, Ana B., Fernández-Ibáñez, Pilar, Agüera, Ana, Rizzo, Luigi

Journal:

Environmental Science & Technology

Year:

2015

Language:

english

File:

PDF, 1.39 MB

english, 2015

10

Prediction error improvements using variable selection on small calibration sets—a comparison of some recent methods

Øvergaard, Stein, Fernández Pierna, Juan, Baeten, Vincent, Dardenne, Pierre, Isaksson, Tomas

Journal:

Journal of Near Infrared Spectroscopy

Year:

2012

Language:

english

File:

PDF, 474 KB

english, 2012

11

Identification of fragmented bones and their state of preservation by using near infrared hyperspectral image analysis

Linderholm, Johan, Fernández Pierna, Juan, Vincke, Damien, Dardenne, Pierre, Baeten, Vincent

Journal:

Journal of Near Infrared Spectroscopy

Year:

2013

Language:

english

File:

PDF, 1.18 MB

english, 2013

12

Line scan hyperspectral imaging spectroscopy for the early detection of melamine and cyanuric acid in feed

Fernandez Pierna, Juan Antonio, Vincke, Damien, Dardenne, Pierre, Yang, Zengling, Han, Luija, Baeton, Vincent

Journal:

Journal of Near Infrared Spectroscopy

Year:

2014

Language:

english

File:

PDF, 631 KB

english, 2014

13

Organic microcontaminants in tomato crops irrigated with reclaimed water grown under field conditions: occurrence, uptake and health risk assessment

Martínez-Piernas, Ana B, Plaza-Bolaños, Patricia, Fernandez-Ibanez, Pilar, Agüera, Ana

Journal:

Journal of Agricultural and Food Chemistry

Year:

2019

Language:

english

File:

PDF, 379 KB

english, 2019

14

A NIR data set is the object of a chemometric contest at ‘Chimiométrie 2004’

Pierre Dardenne, Juan Antonio Fernández Pierna

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2006

Language:

english

File:

PDF, 220 KB

english, 2006

15

Chemometric contest at ‘Chimiométrie 2005’: A discrimination study

Juan Antonio Fernández Pierna, Pierre Dardenne

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2007

Language:

english

File:

PDF, 584 KB

english, 2007

16

Soil parameter quantification by NIRS as a Chemometric challenge at ‘Chimiométrie 2006’

Juan Antonio Fernández Pierna, Pierre Dardenne

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2008

Language:

english

File:

PDF, 722 KB

english, 2008

17

A case study of extrapolation in NIR modelling — A chemometric challenge at ‘Chimiométrie 2009’

Juan Antonio Fernández Pierna, Hélène Duval, Patricia Valderrama, Douglas N. Rutledge, Vincent Baeten, Pierre Dardenne

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2011

Language:

english

File:

PDF, 613 KB

english, 2011

18

Assessment of the discrimination of animal fat by FT-Raman spectroscopy

O. Abbas, J.A. Fernández Pierna, R. Codony, C. von Holst, V. Baeten

Journal:

Journal of Molecular Structure

Year:

2009

Language:

english

File:

PDF, 573 KB

english, 2009

19

The Law of Mixtures method for multivariate calibration

L Jin, J.A Fernández Pierna, F Wahl, P Dardenne, D.L Massart

Journal:

Analytica Chimica Acta

Year:

2003

Language:

english

File:

PDF, 180 KB

english, 2003

20

Delaunay triangulation method for multivariate calibration

L. Jin, J.A. Fernández Pierna, Q. Xu, F. Wahl, O.E. de Noord, C.A. Saby, D.L. Massart

Journal:

Analytica Chimica Acta

Year:

2003

Language:

english

File:

PDF, 264 KB

english, 2003

21

Direct Orthogonalization: some case studies

J.A Fernández Pierna, D.L Massart, O.E de Noord, Ph Ricoux

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2001

Language:

english

File:

PDF, 119 KB

english, 2001

22

Methods for outlier detection in prediction

J.A Fernández Pierna, F Wahl, O.E de Noord, D.L Massart

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2002

Language:

english

File:

PDF, 394 KB

english, 2002

23

Estimation of partial least squares regression prediction uncertainty when the reference values carry a sizeable measurement error

J.A Fernández Pierna, L Jin, F Wahl, N.M Faber, D.L Massart

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2003

Language:

english

File:

PDF, 276 KB

english, 2003

24

An evaluation of the PoLiSh smoothed regression and the Monte Carlo Cross-Validation for the determination of the complexity of a PLS model

S Gourvénec, J.A Fernández Pierna, D.L Massart, D.N Rutledge

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2003

Language:

english

File:

PDF, 251 KB

english, 2003

25

Transferability study of a near-infrared microscopic method for the detection of banned meat and bone meal in feedingstuffs

Christoph von Holst, Vincent Baeten, Ana Boix, Boleslaw Slowikowski, Juan Antonio Fernández Pierna, Salvatore Tirendi, Pierre Dardenne

Journal:

Analytical and Bioanalytical Chemistry

Year:

2008

Language:

english

File:

PDF, 137 KB

english, 2008

26

Key parameters for the development of a NIR microscopic method for the quantification of processed by-products of animal origin in compound feedingstuffs

O. Abbas, J. A. Fernández Pierna, A. Boix, C. von Holst, P. Dardenne, V. Baeten

Journal:

Analytical and Bioanalytical Chemistry

Year:

2010

Language:

english

File:

PDF, 188 KB

english, 2010

27

Detection of the Presence of Hazelnut Oil in Olive Oil by FT-Raman and FT-MIR Spectroscopy

Baeten, Vincent, Fernández Pierna, Juan Antonio, Dardenne, Pierre, Meurens, Marc, García-González, Diego L., Aparicio-Ruiz, Ramón

Journal:

Journal of Agricultural and Food Chemistry

Year:

2005

Language:

english

File:

PDF, 95 KB

english, 2005

28

Non-destructive measurement of vitamin C, total polyphenol and sugar content in apples using near-infrared spectroscopy

Audrey Pissard, Juan A Fernández Pierna, Vincent Baeten, Georges Sinnaeve, Georges Lognay, Anne Mouteau, Pascal Dupont, Alain Rondia, Marc Lateur

Journal:

Journal of the Science of Food and Agriculture

Year:

2012

Language:

english

File:

PDF, 155 KB

english, 2012

29

Trappist beer identification by vibrational spectroscopy: A chemometric challenge posed at the ‘Chimiométrie 2010’ congress

Juan Antonio Fernández Pierna, Ludovic Duponchel, Cyril Ruckebusch, Dominique Bertrand, Vincent Baeten, Pierre Dardenne

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2012

Language:

english

File:

PDF, 951 KB

english, 2012

30

Nanostructure and magnetic properties of Ni-substituted finemet ribbons

N. Iturriza, L. Fernández, M. Ipatov, G. Vara, A.R. Pierna, J.J. del Val, A. Chizhik, J. González

Journal:

Journal of Magnetism and Magnetic Materials

Year:

2007

Language:

english

File:

PDF, 396 KB

english, 2007

31

Calibration Transfer from Dispersive Instruments to Handheld Spectrometers

Pierna, Juan Antonio Fernández, Vermeulen, Philippe, Lecler, Bernard, Baeten, Vincent, Dardenne, Pierre

Journal:

Applied Spectroscopy

Year:

2010

Language:

english

File:

PDF, 178 KB

english, 2010

32

Comparison of various chemometric approaches for large near infrared spectroscopic data of feed and feed products

J.A. Fernández Pierna, B. Lecler, J.P. Conzen, A. Niemoeller, V. Baeten, P. Dardenne

Journal:

Analytica Chimica Acta

Year:

2011

Language:

english

File:

PDF, 568 KB

english, 2011

33

Application of low-resolution Raman spectroscopy for the analysis of oxidized olive oil

Elena Guzmán, Vincent Baeten, Juan Antonio Fernández Pierna, José A. García-Mesa

Journal:

Year:

2011

Language:

english

File:

PDF, 310 KB

english, 2011

34

Magnetic behavior and microstructure of Finemet-type ribbons in both, surface and bulk

L. Fernández, N. Iturriza, M. Ipatov, J.J. del Val, A. Chizhik, J. González, G. Vara, A.R. Pierna

Journal:

Journal of Non-Crystalline Solids

Year:

2007

Language:

english

File:

PDF, 391 KB

english, 2007

35

A portable Raman sensor for the rapid discrimination of olives according to fruit quality

Elena Guzmán, Vincent Baeten, Juan Antonio Fernández Pierna, José A. García-Mesa

Journal:

Year:

2012

Language:

english

File:

PDF, 436 KB

english, 2012

36

Determination of total antioxidant capacity in green tea by near-infrared spectroscopy and multivariate calibration

M.H. Zhang, J. Luypaert, J.A. Fernández Pierna, Q.S. Xu, D.L. Massart

Journal:

Year:

2004

Language:

english

File:

PDF, 438 KB

english, 2004

37

NIR hyperspectral imaging spectroscopy and chemometrics for the detection of undesirable substances in food and feed

J.A. Fernández Pierna, P. Vermeulen, O. Amand, A. Tossens, P. Dardenne, V. Baeten

Journal:

Chemometrics and Intelligent Laboratory Systems

Year:

2012

Language:

english

File:

PDF, 847 KB

english, 2012

38

A new procedure for evaluating the activity yield of immobilized enzymes: Application to peroxidase/hydrogen peroxide/phenolic compounds system

José Luis Gómez Carrasco, Elisa Gómez, Asunción Mª Hidalgo Montesinos, María Gómez, María Dolores Murcia Almagro, Ana Piernas Fernández

Journal:

Journal of Biotechnology

Year:

2007

Language:

english

File:

PDF, 305 KB

english, 2007

39

Near infrared spectroscopy (NIRS) for on-line determination of quality parameters in intact olives

Salguero-Chaparro, Lourdes, Baeten, Vincent, Fernández-Pierna, Juan A., Peña-Rodríguez, Francisco

Journal:

Year:

2013

Language:

english

File:

PDF, 402 KB

english, 2013

40

Comprehensive Chemometrics || Spectroscopic Imaging

Fernandez Pierna, J.A.

Year:

2009

Language:

english

File:

PDF, 2.11 MB

english, 2009

41

Classification of Modified Starches by Fourier Transform Infrared Spectroscopy Using Support Vector Machines

Fernández Pierna, J. A., Volery, P., Besson, R., Baeten, V., Dardenne, P.

Journal:

Journal of Agricultural and Food Chemistry

Year:

2005

Language:

english

File:

PDF, 110 KB

english, 2005

42

Validation and transferability study of a method based on near-infrared hyperspectral imaging for the detection and quantification of ergot bodies in cereals

Ph. Vermeulen, J. A. Fernández Pierna…

Journal:

Analytical and Bioanalytical Chemistry

Year:

2013

Language:

english

File:

PDF, 370 KB

english, 2013

43

Differentiation of meat and bone meal from fishmeal by near-infrared spectroscopy: Extension of scope to defatted samples

Tena, Noelia, Fernández Pierna, Juan Antonio, Boix, Ana, Baeten, Vincent, von Holst, Christoph

Journal:

Year:

2014

Language:

english

File:

PDF, 979 KB

english, 2014

44

Analysis of collagen preservation in bones recovered in archaeological contexts using NIR Hyperspectral Imaging

Vincke, Damien, Miller, Rebecca, Stassart, Édith, Otte, Marcel, Dardenne, Pierre, Collins, Matthew, Wilkinson, Keith, Stewart, John, Baeten, Vincent, Fernández Pierna, Juan Antonio

Journal:

Year:

2014

Language:

english

File:

PDF, 1.67 MB

english, 2014

45

Discrimination of grassland species and their classification in botanical families by laboratory scale NIR hyperspectral imaging: Preliminary results

Dale, Laura M., Thewis, André, Boudry, Christelle, Rotar, Ioan, Păcurar, Florin S., Abbas, Ouissam, Dardenne, Pierre, Baeten, Vincent, Pfister, James, Fernández Pierna, Juan A.

Journal:

Year:

2013

Language:

english

File:

PDF, 685 KB

english, 2013

46

Determination of the olive maturity index of intact fruits using image analysis

Guzmán, Elena, Baeten, Vincent, Pierna, Juan Antonio Fernández, García-Mesa, José A.

Journal:

Journal of Food Science and Technology

Year:

2015

Language:

english

File:

PDF, 458 KB

english, 2015

47

Development of a real-time PCR protocol for the species origin confirmation of isolated animal particles detected by NIRM

Fumière, O., Marien, A., Fernández Pierna, J.A., Baeten, V., Berben, G.

Journal:

Food Additives & Contaminants Part A

Year:

2010

Language:

english

File:

PDF, 521 KB

english, 2010

48

Validation of a near infrared microscopy method for the detection of animal products in feedingstuffs: results of a collaborative study

Boix, A., Pierna, J.A. Fernández, von Holst, C., Baeten, V.

Journal:

Food Additives & Contaminants Part A

Year:

2012

Language:

english

File:

PDF, 129 KB

english, 2012

49

Evaluation of the overall quality of olive oil using fluorescence spectroscopy

Guzmán, Elena, Baeten, Vincent, Pierna, Juan Antonio Fernández, García-Mesa, José A.

Journal:

Year:

2015

Language:

english

File:

PDF, 1.14 MB

english, 2015

50

Online detection and quantification of ergot bodies in cereals using near infrared hyperspectral imaging

Vermeulen, Ph., Pierna, J.A. Fernández, Egmond, H.P. van, Dardenne, P., Baeten, V.

Journal:

Food Additives & Contaminants Part A

Year:

2012

Language:

english

File:

PDF, 379 KB

english, 2012