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A deep learning LSTM-based approach for forecasting annual pollen curves: Olea and Urticaceae pollen types as a case study
Picornell Rodríguez, Antonio; Hurtado-Requena, Sandro José; Antequera-Gómez, María Luisa; Barba-González, Cristóbal
; Ruiz-Mata, Rocío; De Gálvez-Montañez, Enrique; Recio-Criado, María Marta
; Trigo-Pérez, María del Mar
; Aldana-Montes, José Francisco
; Navas-Delgado, Ismael
[et al.] (Elsevier, 2023-11-16)
Airborne pollen can trigger allergic rhinitis and other respiratory diseases in the synthesised population, which makes it one of the most relevant biological contaminants. Therefore, implementing accurate forecast systems ... -
Airborne pollen concentrations in Sierra de las Nieves National Park (southern Spain) and its allergenic potential.
De Gálvez-Montañez, Enrique; Picornell Rodríguez, Antonio; Ruiz-Mata, Rocío; Muñoz-García, Marina; Borgognone, Costanza; Recio-Criado, María Marta; Trigo-Pérez, María del Mar
[et al.] (2023)
Sierra de las Nieves was declared National Park in 2021. Around 100 000 people visit the park every year and a high percentage of them may suffer allergy symptoms due to the presence of some pollen types in the atmosphere. ... -
Applying wind patterns and land use to estimate the concentrations of airborne pollen of herbaceous taxa in a statistical framework
Picornell, Antonio; Ruiz-Mata, Rocío; Rojo, Jesús; Oteros, Jose; Recio-Criado, María Marta; Gálvez-Montañez, Enrique de; Trigo-Pérez, María del Mar
[et al.] (ELSEVIER, 2023-03-23)
Airborne pollen concentrations are influenced by wind direction, wind speed, temperature and rainfall among other meteorological variables, but they are conditioned by local land use. Combining land use and wind frequencies ... -
Comparative between forecast methods in Aerobiology
Ruiz-Mata, Rocío; Picornell Rodríguez, Antonio; Recio, Marta; Cabezudo-Artero, Baltasar; Trigo-Pérez, María del Mar
(Assunta Florenzano & Eleonora Clo, 2021)
Introduction Stepwise multiple regression have been traditionally used on aerobiological studies because their results .... -
Comparative study between two aerobiological stations situated in the city of Malaga (southern Spain)
Trigo-Pérez, María del Mar; Ruiz-Mata, Rocío; Recio-Criado, María Marta
; Picornell Rodríguez, Antonio; García-Sánchez, José; Cabezudo-Artero, Baltasar
[et al.] (2019-07-25)
An aerobiological sampler covers the pollen information of a determined area, whose extension mainly depends on the topography of the territory but, in a city, buildings are the elements that obstruct and re-distribute winds ... -
Comparative study of Alternaria airborne spore concentrations among urban, rural and natural areas in southern Spain
Picornell Rodríguez, Antonio; Recio-Criado, María Marta; Ruiz-Mata, Rocío; Trigo-Pérez, María del Mar
; Cabezudo-Artero, Baltasar
(2019-07-25)
One of the most cosmopolitan fungal spore types present in the air is that belonging to Alternaria. This spore type has been proved to have a negative impact on sensible population. Furthermore, Alternaria species are ... -
Comparative study of intradiurnal variations of airborne pollen in the city centre and on the outskirts of Malaga city (southern Spain)
Ruiz-Mata, Rocío; Picornell Rodríguez, Antonio; De Gálvez-Montañez, Enrique; Recio-Criado, María Marta; Trigo-Pérez, María del Mar
(2022)
Airborne pollen is one of the main causative agents of allergic rhinitis in cities all over the world. Pollen concentrations may vary throughout the day, not being equal in all the points of the city, due to these ... -
Different aproaches for interpolating mising pollen data in aerobiology
Picornell Rodríguez, Antonio; Rojo, Jesús; Oteros, José; Trigo-Pérez, María del Mar; Ruiz-Mata, Rocío; Cabezudo-Artero, Baltasar
; Recio-Criado, María Marta
[et al.] (2020-11-24)
Pollen traps frequently are installed in not easily accessible places and, being the mechanism only tested once a week. Consequently, failures in the traps are not detected immediately and days with missing data are usually ... -
Effects of climate change on Platanus flowering in Western Mediterranean cities: current trends and future projections
Picornell Rodríguez, Antonio; Maya-Manzano, José M.; Fernández-Ramos, Marta; Hidalgo-Barquero, Juan J.; Pecero-Casimiro, Raúl; Ruiz-Mata, Rocío; De Gálvez-Montañez, Enrique; Trigo-Pérez, María del Mar; Recio-Criado, María Marta
; Fernández-Rodríguez, Santiago[et al.] (Elsevier, 2023-10-12)
Ornamental trees can reduce some of the negative impacts of urbanization on citizens but some species, such as Platanus spp., produce pollen with high allergenic potential. This can exacerbate the symptomatology in allergic ... -
Environmental drivers of the seasonal exposure to airborne Alternaria spores in Spain.
Picornell Rodríguez, Antonio; Rojo, Jesús; Trigo-Pérez, María del Mar; Ruiz-Mata, Rocío; Lara, Beatriz; Romero-Morte, Jorge; Serrano-García, Alicia; Pérez-Badia, Rosa; Gutiérrez-Bustillo, Montserrat; Cervigón-Morales, Patricia; Ferencova, Zuzana; Morales-González, Julia; Sánchez-Reyes, Estefanía; Fuentes-Antón, Sergio; Sánchez-Sánchez, José; Dávila, Ignacio; Oteros, Jose; Martínez-Bracero, Moisés; Galán, Carmen; García-Mozo, Herminia; Alcázar, Purificación; Fernández, Santiago; González-Alonso, Mónica; Robles, Estrella; Pérez de Zabalza, Anabel; Ariño, Arturo H.; Recio-Criado, María Marta
[et al.] (Elsevier, 2022-02-02)
Alternaria conidia have high allergenic potential and they can trigger important respiratory diseases. Due to that and to their extensive detection period, airborne Alternaria spores are considered as a relevant airborne ... -
Global warming advances the flowering of plane tree in Malaga (southern Spain)
Picornell Rodríguez, Antonio; Ruiz-Mata, Rocío; Gálvez-Montañez, Enrique de; Recio, Marta; Trigo-Pérez, María del Mar(2022-09-13)
Temperature has been identified as one of the most influent meteorological variable in bud development and pollen release in many arboreal taxa. Consequently, global warming is affecting the flowering phenology of many ... -
Intradiurnal variations of atmospheric pollen in natural and urban-rural environments in southern Spain
Picornell Rodríguez, Antonio; Recio-Criado, María Marta; Ruiz-Mata, Rocío; Cabezudo-Artero, Baltasar
; Trigo-Pérez, María del Mar
(2020-11-24)
Local pollen sources and meteorological conditions influence the intradiurnal patterns of airborne pollen, determining the hours of the day when the highest pollen concentrations are registered. Sierra de las Nieves is a ... -
Methods for interpolating missing data in aerobiological databases
Picornell Rodríguez, Antonio; Oteros, Jose; Ruiz-Mata, Rocío; Recio-Criado, María Marta; Trigo-Pérez, María del Mar
; Martínez-Bracero, Moisés; Lara, Beatriz; Serrano-García, A.; Galán, Carmen; García-Mozo, Herminia; Alcázar, Purificación; Pérez-Badia, Rosa; Cabezudo-Artero, Baltasar
; Romero-Morte, Jorge; Rojo, Jesús[et al.] (Elsevier, 2021-05-28)
The availability of extensive environmental time series is usually laborious and difficult, and sometimes unexpected failures are not detected until samples are processed. Consequently, environmental databases frequently ... -
Pollen recognition through an open-source web-based system: automated particle counting for aerobiological analysis
Chaves García, Antonio Jesús; Martín-Fernández, Cristian; Llopis-Torres, Luis Manuel
; Díaz-Rodríguez, Manuel
; Ruiz-Mata, Rocío; Gálvez-Montañez, Enrique de; Recio-Criado, María Marta
; Trigo-Pérez, María del Mar
; Picornell Rodríguez, Antonio[et al.] (Springer Nature, 2023-12-20)
Airborne pollen is produced by plants for their sexual reproduction and can have negative impacts on public health. The current monitoring systems are based on manual sampling processes which are tedious and time-consuming. ... -
Seasonal and intradaily variations of Parietaria pollen in the atmosphere of Málaga.
Ruiz-Mata, Rocío; Trigo-Pérez, María del Mar; De-Gálvez-Montáñez, Enrique; Recio-Criado, María Marta
; Muñoz-García, M.; Borgognone, Costanza; Picornell Rodríguez, Antonio[et al.] (2023)
Parietaria pollen is one of the main causes of hay fever and asthma in the population, presenting a high allergenicity. That is why, in order to inform the population, it is important to determine whether its behaviour pattern ... -
Tendencias aerobiológicas en táxones arbóreos como consecuencia del cambio climático. Málaga (Andalucía) como caso de estudio.
Trigo-Pérez, María del Mar; Recio, Marta; Ruiz-Mata, Rocío; Gharbi, Dorra; Picornell Rodríguez, Antonio (Sociedad Botánica Esapañola, 2021)
La temperatura media de la Tierra ha aumentado 0,65ºC desde 1951, aunque este incremento.... -
Tendencias en el periodo principal de polinación del tipo polínico Quercus en Málaga (Andalucía) y su relación con el cambio climático
De Gálvez-Montañez, Enrique; Picornell Rodríguez, Antonio; Ruiz-Mata, Rocío; Recio-Criado, María Marta; Trigo-Pérez, María del Mar
(2022)
El cambio climático está afectando a la temporalidad e intensidad de la floración de muchos taxones arbóreos, y también a los procesos de transporte y dispersión del polen (Zhang y Steiner 2022). Esto repercute en las ... -
Variations in pollen calendars along time at Malaga (southern Spain)
Gálvez-Montañez, Enrique de; Picornell Rodríguez, Antonio; Ruiz-Mata, Rocío; Recio-Criado, María Marta; Trigo-Pérez, María del Mar
(One Health 2022, 2022-09)
Pollen calendars are graphical representations that summarize the general annual dynamics of the more abundant airborne pollen types detected in the atmosphere of a certain location. To elaborate them, it is recommended ...