Vjerojatnost je čak 98%: Klimatolozi predviđaju jedan od najsnažnijih fenomena u povijesti, evo što čeka Europu

El Niño će vjerojatno stići kasnije ove godine, objavila je svemirska agencija NASA, tumačeći podatke o razini mora koje je izmjerio satelitski sustav Sentinel-6 Michael Freilich. Najnovije snimke satelita Sentinel-6 Michael Freilich otkrile su masivni val tople morske vode, širok

Source: https://www.morski.hr/vjerojatnost-je-cak-98-klimatolozi-predvidaju-jedan-od-najsnaznijih-fenomena-u-povijesti-evo-sto-ceka-europu/

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Title: On the use of Deep Generative Models for Perfect Prognosis Climate Downscaling.

Deep Learning has recently emerged as a perfect prognosis downscaling
technique to compute high-resolution fields from large-scale coarse atmospheric
data. Despite their promising results to reproduce the observed local
variability, they are based on the estimation of independent [...]

Authors: Jose González-Abad, Jorge Baño-Medina, Ignacio Heredia Cachá

Link: http://arxiv.org/abs/2305.00974

Title: Deep Ensembles to Improve Uncertainty Quantification of Statistical Downscaling Models under Climate Change Conditions.

Recently, deep learning has emerged as a promising tool for statistical
downscaling, the set of methods for generating high-resolution climate fields
from coarse low-resolution variables. Nevertheless, their ability to generalize
to climate change conditions remains q [...]

Authors: Jose González-Abad, Jorge Baño-Medina

Link: http://arxiv.org/abs/2305.00975

Title: Gaussian Anamorphosis for Ensemble Kalman Filter Analysis of SAR-Derived Wet Surface Ratio Observations.

Flood simulation and forecast capability have been greatly improved thanks to
advances in data assimilation (DA) strategies incorporating various types of
observations; many are derived from spatial Earth Observatio [...]

Authors: Thanh Huy Nguyen, Sophie Ricci, Andrea Piacentini, Ehouarn Simon, Raquel Rodriguez Suquet, Santiago Peña Luque

Link: http://arxiv.org/abs/2304.01058

Title: Exact expressions for available potential energy and available potential vorticity.

Exact analytical expressions for available potential energy density (APE) and
available potential vorticity (APV) are derived from first principles. These
APE and APV expressions align with previously known quantities found using
perturbation expansions in Hollid [...]

Authors: Jeffrey J. Early, Gerardo Hernández-Dueñas, Leslie M. Smith, M.-Pascale Lelong

Link: http://arxiv.org/abs/2212.07405