Mixed Models for Plant Epidemiology
Sep 1, 2015
The project **Mixed Models for Plant Epidemiology** focuses on the use of advanced statistical models to understand and predict the spread of plant diseases. By utilizing Bayesian Mixed Models, the project integrates spatial and temporal data to analyze distribution patterns of diseases such as **Citrus Black Spot**, **Circular Leaf Spot**, and *Xylella fastidiosa*. These models help identify climatic and geographic factors influencing disease propagation, aiding in the design of effective control and mitigation strategies. The insights gained from this project are crucial for developing sustainable agricultural practices and protecting plant health.
Joaquín Martínez-Minaya
Associate Professor in Statistics and Optimization
My research interests include Spatio-temporal Bayesian models using INLA and Stan, and Compositional Data methods
Publications
Circular leaf spot (CLS), caused by Plurivorosphaerella nawae, is a serious disease affecting persimmon (Diospyros kaki) that is …
Joaquín Martínez-Minaya,
David Conesa,
Antonio López-Quílez,
José Luis Mira,
Antonio Vicent
The plant-pathogenic bacterium Xylella fastidiosa was first reported in Europe in 2013, in the province of Lecce, Italy, where …
Martina Cendoya,
Joaquín Martínez-Minaya,
Vicente Dalmau,
Amparo Ferrer,
Maria Saponari,
David Conesa,
Antonio López-Quílez,
Antonio Vicent
The incidence of peach powdery mildew (PPM) on fruit was monitored in commercial peach orchards to i) describe the disease progress in …
Neus Marimon,
Iban Eduardo,
Joaquín Martínez-Minaya,
Antonio Vicent,
Jordi Luque
Diseases of fruit and foliage caused by fungi and oomycetes are generally controlled by the application of fungicides. The use of …
Elena Lázaro,
David Makowski,
Joaquín Martínez-Minaya,
Antonio Vicent
The use of complex statistical models has recently increased substantially in the context of species distribution behavior. This …
Joaquín Martínez-Minaya,
Michela Cameletti,
David Conesa,
Maria Grazia Pennino
Citrus black spot (CBS), caused by Phyllosticta citricarpa, is the main fungal disease affecting this crop and quarantine measures …
Joaquín Martínez-Minaya,
David Conesa,
Antonio López-Quílez,
Antonio Vicent
Un sistema predictivo para el control de la mancha foliar del caqui causada por Mycosphaerella nawae
La mancha foliar, causada por Mycosphaerella nawae, es la principal enfermedad fúngica del caqui en España. Este patógeno estaba …
Joaquín Martínez-Minaya,
Antonio López-Quílez,
David Conesa,
José Luis Mira,
Antonio Vicent
In a previous study, Martínez-Minaya et al. (European Journal of Plant Pathology 143, 69–83, 2015) performed an analysis of …
Joaquín Martínez-Minaya,
David Conesa,
Antonio López-Quílez,
Antonio Vicent
La mancha negra o “black spot” causada por Phyllosticta citricarpa (McAlpine) Van der Aa (sin. Guignardia citricarpa Kiely) es la …
Joaquín Martínez-Minaya,
Antonio Vicent,
David Conesa,
Antonio López-Quílez
Citrus black spot (CBS), caused by Phyllosticta citricarpa, is one of the main fungal diseases of citrus worldwide. The Mediterranean …
Joaquín Martínez-Minaya,
David Conesa,
Antonio López-Quílez,
Antonio Vicent