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Using Machine Learning to Parameterize Moist Convection: Potential for Modeling of Climate, Climate Change, and Extreme Events [PDF]
Journal of Advances in Modeling Earth Systems, 2018 The parameterization of moist convection contributes to uncertainty in climate modeling and numerical weather prediction. Machine learning (ML) can be used to learn new parameterizations directly from high‐resolution model output, but it remains poorly ...
P. O’Gorman, J. Dwyer
semanticscholar +1 more source
, 2019 Every few years the tropical Pacific warms abnormally in association with a relaxation of the trade winds, a phenomenon known as the El Niño-Southern Oscillation (ENSO) that represents the strongest fluctuation of the global climate system. Although the contemporary observational record indicates that all El Niño events are not alike, differing in ...
Dewitte, Boris, Takahashi, Ken
openaire +3 more sources
Atmosphere, 2023 Compound extreme events can potentially cause deadlier socio-economic consequences. Although several studies focused on individual extreme climate events, the occurrence of compound extreme events is still not well studied in the upper Midwestern United ...
Manas Khan, Rabin Bhattarai, Liang Chen
doaj +1 more source
Measuring User Satisfaction for the Natural Hazards Engineering Research Infrastructure Consortium
Frontiers in Built Environment, 2020 The User Forum is a Natural Hazards Engineering Research Infrastructure (NHERI)-wide group focused on providing the NHERI Council with independent advice on community user satisfaction, priorities, and needs relating to the use and capabilities of NHERI.
Mohammad Khosravi +7 more
doaj +1 more source
Explaining Extreme Events of 2018 from a Climate Perspective
Bulletin of The American Meteorological Society - (BAMS), 2020 Editors note: For easy download the posted pdf of the Explaining Extreme Events of 2018 is a very low-resolution file. A high-resolution copy of the report is available by clicking here.
Stephanie C. Herring +4 more
semanticscholar +1 more source
Measuring urban precariousness and its relation to disaster risk management
Revista de Estudios Latinoamericanos sobre Reducción del Riesgo de Desastres, 2018 Urban processes, characterized at the global level by their acceleration and informality, and the increase of people living in areas prone to hazards, present a major social issue that requires a re-reading of urban precariousness from a risk reduction ...
Juliette Marin +2 more
doaj +1 more source
Analysis of Extreme Hydrometeorological Events
Resources, 2022 Extreme hydrometeorological events (e [...]
Brunella Bonaccorso, David J. Peres
doaj +1 more source
Extreme Events in Nonlinear Lattices
, 2013 The spatiotemporal complexity induced by perturbed initial excitations through the development of modulational instability in nonlinear lattices with or without disorder, may lead to the formation of very high amplitude, localized transient structures ...
Hadzievski, Lj. +3 more
core +1 more source
The Survivability of Swedish Emergency Management Related Research Centers and Academic Programs
Sociologisk Forskning, 2012 The Survivability of Swedish Emergency Management Related Research Centers and Academic Programs: A Preliminary Sociology of Science Analysis Despite being a relatively safe nation, Sweden has four different universities supporting four emergency ...
David M. Neal
doaj +1 more source
Riddled Basins of Attraction in Systems Exhibiting Extreme Events [PDF]
, 2017 Using a system of two FitzHugh-Nagumo units, we demonstrate the occurrence of riddled basins of attraction in delay-coupled systems as the coupling between the units is increased.
Feudel, Ulrike, Saha, Arindam
core +2 more sources