Articles

RAPID CHARACTERIZATION OF APRICOT FRUIT QUALITY USING NEAR AND MID-INFRARED SPECTROSCOPY: STUDY OF THE MODEL ROBUSTNESS

Article number
934_20
Pages
173 – 176
Language
English
Abstract
The objective of this work was to evaluate the robustness of Near Infrared (NIR) and Mid-Infrared (MIR) models on a set of apricots with large phenotypic variability (eight contrasted cultivars, four maturity stages, and 180 hybrids from a cross between ‘Goldrich’ and ‘Moniqui’). The error of prediction obtained by NIR models on intact fruit was 9.2% for soluble solids content (SSC) and 16.5% for titratable acidity (TA). Using MIR models on slurries, this error was 6.1% for SSC and 8.6% for TA. Overall, the prediction performance of models established using large phenotypic variability was stable enough for global quality traits such as SSC and TA.

Publication
Authors
S. Bureau, M. Reich , C.M.G.C. Renard, D. Ruiz , J.M. Audergon
Keywords
Prunus armeniaca, FT-NIR, ATR-FTIR, PLS, sugars, acidity, prediction
Full text
Online Articles (183)
Z.S. Ilić | P. Vukosavljević | V. Zarić
R.F.A. Luengo | A.G. Calbo | V.M.T. de Freitas | F.C.A.U. Matsuura
M. Martins | J. Sampaio | A. Rocha
M. Ritota | S. Marconi | S. Cozzolino | A. Taglienti | L. Leita | P. Sequi | M. Valentini | G. Ceredi
S.F. Corrêa | J.G. Oliveira | W.C. Santos | A.F. Souza | H. Vargas | M.G. Silva | A. Miklos
C. Torres | A. Clément | E. Frison | E. Auperpin | P. Parmentier | A. Feutry
M. Ritota | C. Cafiero | S. Cozzolino | L. Leita | P. Sequi | M. Valentini
M.L. Carvalho | D.P.F. Almeida | J. Cardoso | P. Santos | D. Fialho | C.M. Oliveira
J. Ben Abda | R. Jarraya | J. Vilella-Espla | J. Pérez-Alvarez | M.A. del Río
M. Thammawong | D. Nei | P. Roy | N. Nakamura | T. Shiina | Y. Inoue | H. Hamachi | S. Nonaka
A. Palma | D. Mura | S. D'Aquino | G. Continella | A. Continella
C.M. Pintado | M. Lozano | B. Velardo | R. Tabla | E. Dupille | M.C. Ayuso | M.J. Bernalte
B. Velardo | M. Lozano | E. Dupille | C.M. Pintado | R. Masegosa | M.F. Fernández-León
B.T.A. Tuyet | T. Vanwalleghem | B. Vorstemans | P. Creemers | M. Hertog | B. Nicolaï | J. Keulemans | M.W. Davey
T. Kuniga | F. Takishita | H. Nesumi | N. Nakajima
M. Qaryouti | O. Nijdawi | A. Al-Abed | Z. Naser | M. Abdel Wali | A. Musalam | M. Rawashdeh | SH. Arabiat | E. Shnikat | A. Mohammad | R. Basheer-Salimia | H. Allam | S. Farag | S. Zakaria | E. Fallik | I. Prigojin | SH. Alkalai-Tuvia | Y. Perzelan | Z. Aharon
C. Montesinos-Herrero | V. Taberner | A. Guardado | M.A. del Río | L. Palou
D. Martínez-Romero | P. Ramos | M. Santos | M.G. Barreiro | M.M. Ferreira-Pinto
M.J. Serradilla | A. Martín | A. Hernández | S. Ruiz-Moyano | R. Casquete | M. López-Corrales | M.G. Córdoba
A. Graça | C. Nunes | C. Quintas | M. Abadias | J. Usall | M. Salazar
S. Jiménez | M. Moreno | A. Ebrahim-Zadeh | B.M. Plaza | M.M. Verdejo | M.T. Lao
S. Fukai | Y. Kubota | M. Seno | P. Yangkhamman | T. Narumi | T. Takamura
J. de Pietro | B.H. Mattiuz | T.J.D. Rodrigues | C.F.M. Mattiuz
J.R. Donadon | J.F. Durigan | C.M.A. Morgado | M.F.B. Durigan
M. Kiamohammadi | A. Golchin | D. Hashemabadi
A. Martínez-Sánchez | C. Luna | J.A. Tudela | L. De Vogelaere | L. Tiebergijn | A. Allende | M.I. Gil
C. Ghidelli | E. Sanchís | C. Rojas-Argudo | M.A. del Río | M.B. Pérez-Gago | M. Mateos
C.F. Forney | M.A. Jordan | Lihua Fan | C. Doucette | R. Grant
C.J. Miguel-Pintado | F. Cañada-Cañada | A.M. Fernández-León | S. Nogales | M. Lozano | T. Hernández | R. Ramírez
A.C.V. Neves Junior | R.C.C. Coneglian | A.G. Soares | D.G.C. Freitas | M.J.O. Fonseca | F.R. Barreira | A.F.M. de Miranda
E. Sanchís | C. Ghidelli | C. Rojas-Argudo | M.A. del Río | M.B. Pérez-Gago | M. Mateos
C.-Y. Liu | X.-H. Yang | D.-Q. Guo | Q. Hu | Z.-Q. Zhou | B.-N. Jiao
M. Abreu | C. Alegria | E.M. Gonçalves | J. Pinheiro | M. Moldão-Martins | J. Empis
M. Abreu | C. Alegria | E.M. Gonçalves | J. Pinheiro | M. Moldão-Martins | J. Empis
J. Barriobero | B. Ozcoz | E. Róth | J. Mir-Bel | M. Mendiola | R. López
J. González-Buesa | A. Ferrer-Mairal | R. Oria | M.L. Salvador
R.N. Martins | B.H. Mattiuz | L.O. Santos | J.R. Donadon | C.F.M. Mattiuz
M.D. Antunes | M.G. Miguel | A.M. Cavaco | V. Pantazis | S. Timianis | A.S. Siomos
M.A.G. Carnelossi | J.F. Souza | L.S. Soares | M.C. Furtado | I.A.O. Reis | K.H. Reboucas | R.M. Santos | A.A. Castro
A.P.S. Ferreira | D.R. Carvalho | A.M. Mapeli | F.L. Finger
S.F. Corrêa | M.G. da Silva | T. Pereira | P.S.G. Almeida Jr. | H. Vargas | J.G. Oliveira | S.S. Berilli
A.V.C. Silva | E.N. Muniz | J.H.A. Rangel | P. Yaguiu | J.P.B. Souza | M.A.G. Carnelossi
C. Besada | A. Salvador | J.L. Vázquez-Gutiérrez | I. Hernando | I. Pérez-Munuera
R.O. Diaz | L. Moreno | R. Pinilla | W. Carrillo | L.M. Melgarejo | O. Martínez | J.P. Fernández-Trujillo | M.S. Hernández
S. D'Aquino | M. Schirra | A. Gentile | E. Tribulato | S. La Malfa | A. Palma
I. Bertling | S.Z. Tesfay | J.P. Bower | N.G. Mohammed Ahamed Ali
O. Khademi | Z. Zamani | Y. Mostofi | J. Adib | A. Ahmadi
E.L. Souza | L.C. Argenta | C.V. Rombaldi | A.L.K. Souza | C.V.T. Amarante
E. Babini | S. Marconi | S. Cozzolino | M. Ritota | A. Taglienti | P. Sequi | M. Valentini
L.N. Sánchez | C.A. Díaz | A.O. Herrera | M.D. Gómez López | J.P. Fernández-Trujillo | M.S. Hernández
R. Dreesen | M.W. Davey | K. Peeters | N.-J. Van der Veken | J. Keulemans
H. Nybom | M. Ahmadi-Afzadi | L. Garkava-Gustavsson | J. Sehic | I. Tahir
C.V.T. Amarante | C.A. Steffens | P.R. Ernani | L.C. Argenta
L.O. Santos | J.F. Durigan | R.N. Martins | M.F.B. Durigan | E.S. Stuchi
M.C.S. dos Anjos | T.L. Faskomy | A.M. Miranda | A.C. Gonçalves | C.A. Rego | A.G. Soares | M.J.O. Fonseca
E. Yasunaga | V. Sardsud | P. Wanwarang | K. Yuge | W. Spreer | S. Fukuda
M.E.R.M. Cavalcanti Mata | M.E.M. Duarte | F.F. Borges | I.L. Barbacena
J.P. Fernández-Trujillo | M. Fernández-Talavera | M. Ruiz-León | M.J. Roca | N. Dos-Santos
A.L. Amaro | J.F. Fundo | J.C. Beaulieu | R.E. Stein | J.P. Fernández-Trujillo | D.P.F. Almeida
N. Puniran | D.C. Close | S.A. Bound | R. Corkrey | M.D. Whiting
A.N. Jajo | W.B. McGlasson | P. Holford | M.R. Jones | J.B. Golding | C. Bonghi | F. Ziliotto | A. Rasori | P. Tonutti
V. Palma | A.C. Agulheiro-Santos | G. Machado | A.E. Rato | M.J. Cabrita | M. Lozano | D. Gónzález
L.C. Cunha Junior | B.H. Mattiuz | C.F.M. Mattiuz
A.E. Rato | C. Nunes | A.C. Agulheiro-Santos | J.M. Barroso | F. Riquelme | M.A. Coimbra
A.C. Agulheiro-Santos | V. Palma | G. Machado | A.E. Rato | M.J. Cabrita
C. Jaren | S. Arazuri | I. Arana | N. Arias | P. Riga | B. Epalza
E. Gutiérrez-Rodríguez | J.H. Lieth | J.A. Jernstedt | T.V. Suslow
P. Sambo | S. Santagata | M. Elsayed | G. Peretto | G. Zanin | C. Nicoletto
N. Botrel | F.V. Resende | B.S.F. Leite | R.C.M.R. Nassur | E.V.B. Vilas Boas
R.C.M.R. Nassur | E.V.B. Vilas Boas | N. Botrel | F.V. Resende | B.S.F. Leite
G.H.H. Oliveira | P.C. Corrêa | F.L. Finger | R.L. Freitas | D.S.L. Vasconcellos
A. Yommi | N. Di Gerónimo | L. Carrozzi | V. Quillehauquy | G. Goñi | S. Roura
T.-L. Laamanen | T. Suojala-Ahlfors | P. Parikka | H.-R. Kymäläinen | M. Lehto
T. Orikasa | Y. Ando | T. Shiina | I. Sotome | S. Isobe | T. Yano | A. Tagawa
B. Ozcoz | J. Barriobero | E. Róth | R. López | C. Urbina
A.S. de Paiva | J.D.C. Pessoa | A.G. Calbo | M.C.M. Carneiro | A.L.S. Albino
E. Róth | A. Gómez | J. Barriobero | B. Ozcoz | J. Mir-Bel | R. López
C. Cunkun | G. Yuanhui | W. Wensheng | D. Chenghu
M. Guzmán | A. Sánchez | M.C. Salas | F. del Moral | J.L. Valenzuela
F.E. Loayza | J.K. Brecht | A. Plotto | E.A. Baldwin | J. Bai
F.L. Cuquel | A.F. Mogor | C.F.S. Oliveira | R.P. Bolzan | O.J. Lavoranti
C. Martínez | S. Manzano | Z. Megías | A. Rubio | J.L. Valenzuela | M. Jamilena | F. Carvajal | D. Garrido
A.S. Rodrigues | D.P.F. Almeida | M.S. García-Falcón | J. Simal-Gándara | M.R. Pérez-Gregorio
P.C. Corrêa | L.R.L. Farinha | F.L. Finger | G.H.H. Oliveira | S.C. Campos | F.M. Botelho