Listar IMAC_Articles por autoría "5617c35a-d91b-4ce3-9d32-9ac14f7dadb5"
Mostrando ítems 1-5 de 5
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Clustering constrained on linear networks
Martínez, Fabian; Chaudhuri, Somnath; Díaz-Avalos, Carlos; Juan, Pablo; Mateu, Jorge; Mena, Ramsés H. Springer (2023)An unsupervised classification method for point events occurring on a geometric network is proposed. The idea relies on the distributional flexibility and practicality of random partition models to discover the clustering ... -
Data on CO2, temperature and air humidity records in Spanish classrooms during the reopening of schools in the COVID-19 pandemic
Trilles, Sergio; Juan, Pablo; Chaudhuri, Somnath; Vicente, Ana Belen Elsevier (2021-10-17)In order to reduce the advance of the pandemic produced by COVID-19, many actions and restrictions have been applied and the field of education has been no exception. In Spain, during the academic year 2020–2021, face-to-face ... -
Modeling Influence of Soil Properties in Different Gradients of Soil Moisture: The Case of the Valencia Anchor Station Validation Site, Spain
CARBÓ , ESTER; Juan, Pablo; Añó, Carlos; Chaudhuri, Somnath; Díaz-Avalos, Carlos; Lopez-Baeza, Ernesto Taylor and Francis (2021-12-19)The prediction of spatial and temporal variation of soil water content brings numerous benefits in the studies of soil. However, it requires a considerable number of covariates to be included in the study, complicating ... -
Modeling spatial dependencies of natural hazards in coastal regions: a nonstationary approach with barriers
Chaudhuri, Somnath; Juan, Pablo; Serra, Laura; Varga, Diego; Saez, Marc Springer (2023)Natural hazards like floods, cyclones, earthquakes, or, tsunamis have deep impacts on the environment and society causing damage to both life and property. These events can cause widespread destruction and can lead to ... -
Spatio-temporal modeling of traffic accidents incidence on urban road networks based on an explicit network triangulation
Chaudhuri, Somnath; Juan, Pablo; Mateu, Jorge Taylor and Francis Group (2022-07-29)Traffic deaths and injuries are one of the major global public health concerns. The present study considers accident records in an urban environment to explore and analyze spatial and temporal in the incidence of road ...