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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. ... -
Airborne pollen trends in Sierra de las Nieves National Park (southern Spain)
De Gálvez-Montañez, Enrique; Muñoz-García, Marina; Ruiz-Mata, Rocío; Trigo-Pérez, María del Mar; Recio-Criado, María Marta
; Picornell Rodríguez, Antonio[et al.] (2024)
Sierra de las Nieves (southern Spain) is a protected space recently declared National Park with emblematic high and mid-mountain species and relevant forest masses surrounded by unfavourable environmental conditions. In a ... -
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 ... -
Effects of urbanisation on airborne pollen spectrum in cities.
Muñoz-García, Marina; De Gálvez-Montañez, Enrique; Ruiz-Mata, Rocío; Trigo-Pérez, María del Mar; Recio-Criado, María Marta
; Picornell Rodríguez, Antonio[et al.] (2024)
Climate change is affecting plant distribution, but human-driven land use changes are also playing a crucial role in it. Accelerated urbanisation drastically alters the landscape, generating a major impact on herbaceous ... -
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 ... -
Intradaily variations in three different areas in the atmosphere of Malaga city (Southern Spain)
Ruiz-Mata, Rocío; Trigo-Pérez, María del Mar; De Gálvez-Montañez, Enrique; Muñoz-García, Marina; Recio-Criado, María Marta
; Picornell Rodríguez, Antonio[et al.] (2024)
Airborne pollen is one of the main causative agents of allergic diseases in cities all over the world. Pollen concentrations vary throughout the day, but they may be not equal at different points all over the city, due ... -
Intradiurnal variations of airborne pollen in Sierra de las Nieves (southern Spain)
De Gálvez-Montañez, Enrique; Muñoz-García, Marina; Ruiz-Mata, Rocío; Trigo-Pérez, María del Mar; Recio-Criado, María Marta
; Picornell Rodríguez, Antonio[et al.] (2024)
Pollen was sampled by means of a Hirst-type volumetric pollen trap installed in ―Las Conejeras‖ recreational area. In this study, data from 2018 to 2023, both inclusive, were considered. The most relevant pollen types ... -
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 ... -
Medium and long-range transport events of Alnus pollen in western Mediterranean.
Picornell Rodríguez, Antonio; Recio-Criado, María Marta; Ruiz-Mata, Rocío; García-Sánchez, José; Cabezudo-Artero, Baltasar
; Trigo-Pérez, María del Mar
[et al.] (Springer, 2020-06-07)
Alnus pollen has been frequently detected in the atmosphere of different airborne sampling sites of Southern Spain. However, Alnus sp. populations are very scarce and fragmented in the area, being restricted to a few river ... -
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 ...