Relationship between quality parameters and internal disorders in pear by means of multivariate analysis
Abstract:
Multivariate analysis was used to establish the relationship between quality parameters and two post harvest disorders (brown heart and core browning) that occurred during pear storage. The damage percentage for each disorder was related to length of storage and values of maturity indexes: firmness, sugar concentration (SSC) and acidity. The Principal Component Analysis model (PCA) distinguished two groups: healthy and damaged fruits. Within the damaged group, the model also clearly discriminated between fruit with brown heart and fruit with core browning. We also established a complementary Partial Least Squares model (PLS) that quantified the importance of each variable and pbkp_redict the percentage of disorder. According to this model, brown heart negatively correlated with acidity, while core browning correlated with firmness and to a lesser extent with acidity. We conclude that core browning and brown heart are two different disorders related to specific changes in quality parameters.
Año de publicación:
2010
Keywords:
- partial least squares
- Principal Component Analysis
- Brown heart
- Quality parameters
- Core browning
Fuente:
Tipo de documento:
Conference Object
Estado:
Acceso restringido
Áreas de conocimiento:
- Ciencia agraria
Áreas temáticas:
- Fisiología humana
- Ciencias políticas (Política y gobierno)
- Probabilidades y matemática aplicada