Publications

Automatic cross-validation in structured models: Is it time to leave out leave-one-out?
Standard techniques such as leave-one-out cross-validation (LOOCV) might not be suitable for evaluating the predictive performance of …
Aritz Adin, Elias Teixeira Krainski, Amanda Lenzi, Zhedong Liu, Joaquín Martínez-Minaya, Haavard Rue
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Automatic cross-validation in structured models: Is it time to leave out leave-one-out?
A flexible Bayesian tool for CoDa mixed models: logistic-normal distribution with Dirichlet covariance
Compositional Data Analysis (CoDa) has gained popularity in recent years. This type of data consists of values from disjoint categories …
Joaquín Martínez-Minaya, Haavard Rue
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A flexible Bayesian tool for CoDa mixed models: logistic-normal distribution with Dirichlet covariance
Cost-sensitive ordinal classification methods to predict SARS-CoV-2 pneumonia severity
Objective: To study the suitability of cost-sensitive ordinal artificial intelligence-machine learning (AI-ML) strategies in the …
Fernando García-García, Dae-Jin Lee, Pedro Pablo España Yandiola, Isabel Urrutia Landa, Joaquín Martínez-Minaya, Miren Hayet-Otero, Mónica Nieves Ermecheo, José María Quintana, Rosario Menéndez, Antoni Torres, Rafael Zalacain Jorge, COVID-19 & Air Pollution Working Group
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Cost-sensitive ordinal classification methods to predict SARS-CoV-2 pneumonia severity
A novel statistical approach to deal with spatial bias in maturity ogive estimation
The proportion of mature fish at length is one of the most important population attributes when evaluating reproductive potential for …
Marta Cousido-Rocha, Francisco Izquierdo, Joaquín Martínez-Minaya, M. Grazia Pennino, Hugo Mendes, Cristina Silva, Andreia V. Silva, María Saínza, Santiago Cerviño
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A novel statistical approach to deal with spatial bias in maturity ogive estimation
Impact of outdoor air pollution on severity and mortality in COVID-19 pneumonia
This study examines the relationship between outdoor air pollution exposure and the severity and mortality of COVID-19 pneumonia. The …
O. Bronte, F. García-García, D.-J. Lee, I. Urrutia, A. Uranga, M. Nieves, Joaquín Martínez-Minaya, J.M. Quintana, I. Arostegui, R. Zalacain, L.A. Ruiz-Iturriaga, L. Serrano, R. Menéndez, R. Méndez, A. Torres, C. Cilloniz, P.P. España, COVID-19 & Air Pollution Working Group
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Impact of outdoor air pollution on severity and mortality in COVID-19 pneumonia
Extracting relevant predictive variables for COVID-19 severity prognosis: An exhaustive comparison of feature selection techniques
With the COVID-19 pandemic having caused unprecedented numbers of infections and deaths, large research efforts have been undertaken …
Miren Hayet-Otero, Fernando García-García, Dae-Jin Lee, Joaquín Martínez-Minaya, Pedro Pablo España Yandiola, Isabel Urrutia Landa, Mónica Nieves Ermecheo, José María Quintana, Rosario Menéndez, Antoni Torres, Rafael Zalacain Jorge, Inmaculada Arostegui, COVID-19 & Air Pollution Working Group
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Extracting relevant predictive variables for COVID-19 severity prognosis: An exhaustive comparison of feature selection techniques
The Integrated Nested Laplace Approximation for Fitting Dirichlet Regression Models
This article introduces a Laplace approximation to Bayesian inference in Dirichlet regression models, which can be used to analyze a …
Joaquín Martínez-Minaya, Finn Lindgren, Antonio López-Quílez, Daniel Simpson, David Conesa
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The Integrated Nested Laplace Approximation for Fitting Dirichlet Regression Models
Modelling seabirds biodiversity through Bayesian Spatial Beta regression models: A proxy to inform marine protected areas in the Mediterranean Sea
Seabirds are bioindicators of marine ecosystems health and one of the world’s most endangered avian groups. The creation of marine …
Blanca Sarzo, Joaquín Martínez-Minaya, Maria Grazia Pennino, David Conesa, Marta Coll
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Modelling seabirds biodiversity through Bayesian Spatial Beta regression models: A proxy to inform marine protected areas in the Mediterranean Sea
Exploring green gentrification in 28 global North cities: the role of urban parks and other types of greenspaces
Although cities globally are increasingly mobilizing re-naturing projects to address diverse urban socio-environmental and health …
Margarita Triguero-Mas, Isabelle Anguelovski, James J T Connolly, Nick Martin, Austin Matheney, Helen V S Cole, Carmen Pérez del Pulgar, Melissa Garcia-Lamarca, Galia Shokry, Lucía Argüelles, David Conesa, Elsa Gallez, Blanca Sarzo, Miguel Angel Beltrán, Jesúa López Máñez, Joaquín Martínez-Minaya, Emilia Oscilowicz, Mariana C Arcaya, Francesc Baró
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Exploring green gentrification in 28 global North cities: the role of urban parks and other types of greenspaces
A mesoscale analysis of relations between fish species richness and environmental and anthropogenic pressures in the Mediterranean Sea
Although there is a great knowledge about individual anthropogenic threats to different fish species in the Mediterranean Sea, little …
João Carmezim, Maria Grazia Pennino, Joaquín Martínez-Minaya, David Conesa, Marta Coll
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A mesoscale analysis of relations between fish species richness and environmental and anthropogenic pressures in the Mediterranean Sea
Green gentrification in European and North American cities
Although urban greening is universally recognized as an essential part of sustainable and climate-responsive cities, a growing …
Isabelle Anguelovski, James J. T. Connolly, Helen Cole, Melissa Garcia-Lamarca, Margarita Triguero-Mas, Francesc Baró, Nicholas Martin, David Conesa, Galia Shokry, Carmen Pérez del Pulgar, Lucia Argüelles Ramos, Austin Matheney, Elsa Gallez, Emilia Oscilowicz, Jesúa López Máñez, Blanca Sarzo, Miguel Angel Beltrán, Joaquín Martínez-Minaya
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Green gentrification in European and North American cities
Modeling Inoculum Availability of Plurivorosphaerella nawae in Persimmon Leaf Litter with Bayesian Beta Regression
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
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Modeling Inoculum Availability of Plurivorosphaerella nawae in Persimmon Leaf Litter with Bayesian Beta Regression
Incorporating Biotic Information in Species Distribution Models: A Coregionalized Approach
In this work, we discuss the use of a methodological approach for modelling spatial relationships among species by means of a Bayesian …
Xavier Barber, David Conesa, Antonio López-Quílez, Joaquín Martínez-Minaya, Maria Grazia Pennino
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Incorporating Biotic Information in Species Distribution Models: A Coregionalized Approach
Spatial Bayesian Modeling Applied to the Surveys of Xylella fastidiosa in Alicante (Spain) and Apulia (Italy)
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
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Spatial Bayesian Modeling Applied to the Surveys of Xylella fastidiosa in Alicante (Spain) and Apulia (Italy)
A decision support system based on degree-days to initiate fungicide spray programs for peach powdery mildew in Catalonia, Spain
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
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A decision support system based on degree-days to initiate fungicide spray programs for peach powdery mildew in Catalonia, Spain
Ecological, genetic and evolutionary drivers of regional genetic differentiation in Arabidopsis thaliana
Disentangling the drivers of genetic differentiation is one of the cornerstones in evolution. This is because genetic diversity, and …
Antonio R. Castilla, Belén Méndez Vigo, Arnald Marcer, Joaquín Martínez-Minaya, David Conesa, F. Xavier Picó, Carlos Alonso-Blanco
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Ecological, genetic and evolutionary drivers of regional genetic differentiation in Arabidopsis thaliana
Comparison of Frequentist and Bayesian Meta-Analysis Models for Assessing the Efficacy of Decision Support Systems in Reducing Fungal Disease Incidence
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
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Comparison of Frequentist and Bayesian Meta-Analysis Models for Assessing the Efficacy of Decision Support Systems in Reducing Fungal Disease Incidence
Dealing with physical barriers in bottlenose dolphin (Tursiops truncatus) distribution
Worldwide, cetacean species have started to be protected, but they are still very vulnerable to accidental damage from an expanding …
Joaquín Martínez-Minaya, David Conesa, Haakon Bakka, Maria Grazia Pennino
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Dealing with physical barriers in bottlenose dolphin (Tursiops truncatus) distribution
A hierarchical Bayesian Beta regression approach to study the effects of geographical genetic structure and spatial autocorrelation on species distribution range shifts
Global climate change (GCC) may be causing distribution range shifts in many organisms worldwide. Multiple efforts are currently …
Joaquín Martínez-Minaya, David Conesa, Marie-Josée Fortin, Carlos Alonso-Blanco, F. Xavier Picó, Arnald Marcer
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A hierarchical Bayesian Beta regression approach to study the effects of geographical genetic structure and spatial autocorrelation on species distribution range shifts
Species distribution modeling: a statistical review with focus in spatio-temporal issues
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
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Species distribution modeling: a statistical review with focus in spatio-temporal issues
Spatial and climatic factors associated with the geographical distribution of citrus black spot disease in South Africa. A Bayesian latent Gaussian model approach
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
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Spatial and climatic factors associated with the geographical distribution of citrus black spot disease in South Africa. A Bayesian latent Gaussian model approach
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
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Un sistema predictivo para el control de la mancha foliar del caqui causada por Mycosphaerella nawae
Response to the letter on 'Climatic distribution of citrus black spot caused by Phyllosticta citricarpa. A historical analysis of disease spread in South Africa' by Fourie et al. (2017)
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
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Response to the letter on 'Climatic distribution of citrus black spot caused by Phyllosticta citricarpa. A historical analysis of disease spread in South Africa' by Fourie et al. (2017)
Factores climáticos asociados con la mancha negra de los cítricos causada por Phyllosticta citricarpa en Sudáfrica
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
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Factores climáticos asociados con la mancha negra de los cítricos causada por Phyllosticta citricarpa en Sudáfrica
Climatic distribution of citrus black spot caused by Phyllosticta citricarpa. A historical analysis of disease spread in South Africa
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
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Climatic distribution of citrus black spot caused by Phyllosticta citricarpa. A historical analysis of disease spread in South Africa