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Logistic regression versus XGBoost for detecting burned areas using satellite images
(Springer, 2024)
Artículo / Artikulua,
Classical statistical methods prove advantageous for small datasets, whereas machine learning algorithms can excel with larger datasets. Our paper challenges this conventional wisdom by addressing a highly significant ...
Large-scale unsupervised spatio-temporal semantic analysis of vast regions from satellite images sequences
(Springer, 2024)
Artículo / Artikulua,
Temporal sequences of satellite images constitute a highly valuable and abundant resource for analyzing regions of interest. However, the automatic acquisition of knowledge on a large scale is a challenging task due to ...
Tailoring the structural and magnetic properties of Co-Zn nanosized ferrites for hyperthermia applications
(Elsevier, 2018)
info:eu-repo/semantics/article,
A comparative study of the magnetic properties (magnetic moment, magnetocrystalline anisotropy) and hyperthermia response in Co-Zn spinel nanoparticles is presented. The CoxZn1-xFe2O4 nanoparticles (x = 1, 0.5, 0.4, 0.3, ...
Temperature and water availability during maturation affect the cytokinins and auxins profile of radiata pine somatic embryos
(Frontiers Media, 2018)
info:eu-repo/semantics/article,
Somatic embryogenesis (SE) provides us a potent biotechnological tool to manipulate the physical and chemical conditions (water availability) along the process and to study their effect in the final success in terms of ...
Induction of radiata pine somatic embryogenesis at high temperatures provokes a long-term decrease in DNA methylation/hydroxymethylation and differential expression of stress-related genes
(MDPI, 2020)
info:eu-repo/semantics/article,
Based on the hypothesis that embryo development is a crucial stage for the formation of stable epigenetic marks that could modulate the behaviour of the resulting plants, in this study, radiata pine somatic embryogenesis ...
Pinus spp. somatic embryo conversion under high temperature: effect on the morphological and physiological characteristics of plantlets
(MDPI, 2020)
info:eu-repo/semantics/article,
Climatic variations in the current environmental scenario require plants with tolerance to sudden changes in temperature and a decrease in water availability. Accordingly, this tolerance will enable successful plantations ...
Effect of thermal stress on tissue ultrastructure and metabolite profiles during initiation of Radiata pine somatic embryogenesis
(Frontiers Media, 2019)
info:eu-repo/semantics/article,
Climate change will inevitably lead to environmental variations, thus plant drought tolerance will be a determinant factor in the success of plantations and natural forestry recovery. Some metabolites, such as soluble ...
Small area estimation of gender-based violence: rape incidence risks in Uttar Pradesh, India
(Society of Statistics, Computer and Applications, 2018)
info:eu-repo/semantics/article,
Violence against women is considered an endemic problem in communities and countries
around the world, and it has been declared an issue of epidemic proportions by the World Health
Organization (WHO). In India, where the ...
Small area variations in non-affective first-episode psychosis: the role of socioeconomic and environmental factors
(Springer, 2023)
Artículo / Artikulua,
Background: There is strong evidence supporting the association between environmental factors and increased risk of non-affective psychotic disorders. However, the use of sound statistical methods to account for spatial ...
Predicting cancer incidence in regions without population-based cancer registries using mortality
(Oxford University Press, 2023)
Artículo / Artikulua,
Cancer incidence numbers are routinely recorded by national or regional population-based cancer registries (PBCRs). However, in most southern European countries, the local PBCRs cover only a fraction of the country. ...