Forecasting PM10 Concentrations in the Caribbean Area Using Machine Learning Models

T Plocoste, S Laventure - Atmosphere, 2023 - mdpi.com
In the Caribbean basin, particulate matter lower or equal to 10 μm in diameter (PM 10) has a
huge impact on human mortality and morbidity due to the African dust. For the first time in …

Multiscale analysis of the dynamic relationship between particulate matter (PM10) and meteorological parameters using CEEMDAN: A focus on “Godzilla” African dust …

T Plocoste - Atmospheric Pollution Research, 2022 - Elsevier
This study investigates the dynamic relationship between particulate matter with less than 10
μ m aerodynamic diameter (PM 10) and meteorological parameters (ie, solar radiation (SR) …

Assessment of Multifractal Fingerprints of Reference Evapotranspiration Based on Multivariate Empirical Mode Decomposition

A Sankaran, T Plocoste, V Nourani, S Vahab, A Salim - Atmosphere, 2023 - mdpi.com
This study analyzed the multifractal characteristics of daily reference evapotranspiration
(ETo) time series of the Tabriz and Urmia stations of northwestern Iran and its cross …

Multifractal detrended fluctuation analysis of rainfall time series in the Guadeloupe archipelago

J Gómez-Gómez, T Plocoste, E Alexis… - Journal of …, 2023 - Elsevier
Due to the vulnerability of the Caribbean islands to the climate change issue, it is important
to investigate the behavior of rainfall. In addition, the soil of the French West Indies Islands …

Background PM10 atmosphere: In the seek of a multifractal characterization using complex networks

T Plocoste, R Carmona-Cabezas… - Journal of Aerosol …, 2021 - Elsevier
In the literature, several epidemiological studies have already associated respiratory and
cardiovascular diseases to acute exposure of mineral dust. However, frail people are also …

Wet scavenging process of particulate matter (PM10): A multivariate complex network approach

T Plocoste, R Carmona-Cabezas, EG de Ravé… - Atmospheric Pollution …, 2021 - Elsevier
This paper reports the results of research on PM 10 wet scavenging by rainfall using a new
multilayer complex networks called Multiplex Visibility Graphs (MVG). To the best of our …

Detecting the Causal Nexus between Particulate Matter (PM10) and Rainfall in the Caribbean Area

T Plocoste - Atmosphere, 2022 - mdpi.com
In this study, we investigate the interactions between particulate matter that have an
aerodynamic diameter less than 10 μ m diameter (PM 10) and rainfall (RR) in entropy …

Is there a causal relationship between Particulate Matter (PM10) and air Temperature data? An analysis based on the Liang–Kleeman information transfer theory

T Plocoste, R Calif - Atmospheric Pollution Research, 2021 - Elsevier
In the literature, it is well known that mineral dust play a key role in the atmospheric radiation
budget. How to identify the cause–effect relationship between mineral dust and climatic …

Quantifying Spatio-Temporal Dynamics of African Dust Detection Threshold for PM 10 Concentrations in the Caribbean Area Using Multiscale Decomposition

T Plocoste, L Euphrasie-Clotilde, R Calif… - Frontiers in …, 2022 - frontiersin.org
Due to African dust, the Caribbean area is known to have one of the highest incidences of
asthma on the planet. Consequently, it is crucial to dissociate the impact of local sources …

Investigation of and Dynamics in the Caribbean Basin Using a Multifractal Framework

T Plocoste, P Pavón-Domínguez, A Sankaran… - Water, Air, & Soil …, 2024 - Springer
In response to increased desertification in Africa due to climate change, understanding the
behavior of particulate matter with aerodynamic diameters less than or equal to 2.5 and 10 μ …