Physical modeling of precipitation at fine (sub-kilometer) spatial scales is computationally very expensive. This study develops a highly efficient framework for this task by coupling deep learning (DL) and physical modeling. This framework is developed and tested using regional climate simulations performed over a domain covering Montreal and adjoining regions, for the summers of 2015-2020, at 2.
View Article and Find Full Text PDFVicia faba L. (faba bean) is a legume cultivated worldwide which commonly establishes effective symbiosis with the symbiovar viciae of species from the Rhizobium leguminosarum phylogenetic group. However, on the basis of the rrs, recA, and atpD gene phylogenies, in this work we identified a strain named EFBRI 42 nodulating V.
View Article and Find Full Text PDFBackground: Autoimmune diseases, including systemic lupus erythematosus, have been associated with a substantial risk of cardiovascular morbidity and mortality. However, data on the long-term risk of incident heart failure and other adverse cardiovascular outcomes among patients diagnosed with cutaneous lupus erythematosus (CLE) are limited.
Methods: In this cohort study, all patients ≥ 18 years with newly diagnosed CLE between 1996 and 2018 were identified through Danish nationwide registries and matched 1:4 by age, sex, and comorbidity with individuals without CLE.