5 papers
Double zero-inflated spatio-temporal modeling of daily precipitation under detection thresholds
Juan Marcen-Gutierrez, Jorge Castillo-Mateo, Alan E. Gelfand +2
Explaining precipitation behavior at daily scale is important for fine scale understanding of the mechanisms driving precipitation. However, this effort is challenging because of t…
Toward a practical handbook for choosing among causal inference methods in non-randomized studies with binary outcomes: A simulation study for applied researchers
Adrián Aurensanz-Crespo, Cristóbal M RodrÃguez-Leal, Rosario Susi +4
Applied researchers in biomedicine and related fields are often interested in estimating the causal effect of a treatment or intervention. Although randomized clinical trials are c…
Evaluating the performance of GCM trajectories using Weather Type frequencies for persistence and transitions: the Iberian Peninsula and Lamb classification
Elsa Barrio-Torres, Swen Brands, Jesús AsÃn +3
This study evaluates the performance of 36 historical CMIP6 GCM trajectories (1979-2005) in reproducing atmospheric circulation over the Iberian Peninsula in the summer months (Jun…
Prediction of Maximum Temperature record in Spain 1960-2023 by the means of ERA5 atmospheric geopotentials
Elsa Barrio-Torres, Jesús Abaurrea, Jesús AsÃn +3
The increasing frequency of extreme temperature events, such as daily maximum temperature () records, underscores the need for robust tools to understand their drivers and pre…
Joint space-time modelling for upper daily maximum and minimum temperature record-breaking
Jorge Castillo-Mateo, Zeus Gracia-Tabuenca, Jesús AsÃn +2
Record-breaking temperature events are now frequently in the news, proffered as evidence of climate change, and often bring significant economic and human impacts. Our previous wor…