Climate adaptation as a control problem: Review and perspectives on dynamic water resources planning under uncertainty

JD Herman, JD Quinn, S Steinschneider… - Water Resources …, 2020 - Wiley Online Library
Climate change introduces substantial uncertainty to water resources planning and raises
the key question: when, or under what conditions, should adaptation occur? A number of …

Stochastic representations of model uncertainties at ECMWF: State of the art and future vision

M Leutbecher, SJ Lock, P Ollinaho… - Quarterly Journal of …, 2017 - Wiley Online Library
Members in ensemble forecasts differ due to the representations of initial uncertainties and
model uncertainties. The inclusion of stochastic schemes to represent model uncertainties …

[图书][B] Statistical downscaling and bias correction for climate research

D Maraun, M Widmann - 2018 - books.google.com
Statistical downscaling and bias correction are becoming standard tools in climate impact
studies. This book provides a comprehensive reference to widely-used approaches, and …

Towards process-informed bias correction of climate change simulations

D Maraun, TG Shepherd, M Widmann, G Zappa… - Nature Climate …, 2017 - nature.com
Biases in climate model simulations introduce biases in subsequent impact simulations.
Therefore, bias correction methods are operationally used to post-process regional climate …

Machine learning for stochastic parameterization: Generative adversarial networks in the Lorenz'96 model

DJ Gagne, HM Christensen… - Journal of Advances …, 2020 - Wiley Online Library
Stochastic parameterizations account for uncertainty in the representation of unresolved
subgrid processes by sampling from the distribution of possible subgrid forcings. Some …

Climate model configurations of the ECMWF Integrated Forecasting System (ECMWF-IFS cycle 43r1) for HighResMIP

CD Roberts, R Senan, F Molteni… - Geoscientific model …, 2018 - gmd.copernicus.org
This paper presents atmosphere-only and coupled climate model configurations of the
European Centre for Medium-Range Weather Forecasts Integrated Forecasting System …

Elevation-dependent warming in global climate model simulations at high spatial resolution

E Palazzi, L Mortarini, S Terzago, J Von Hardenberg - Climate Dynamics, 2019 - Springer
The enhancement of warming rates with elevation, so-called elevation-dependent warming
(EDW), is one of the regional, still not completely understood, expressions of global …

[HTML][HTML] Evaluation of CMIP6 HighResMIP models in simulating precipitation over Central Asia

L Liang-Liang, L Jian, Y Ru-Cong - Advances in Climate Change Research, 2022 - Elsevier
Abstract The High Resolution Model Intercomparison Project (HighResMIP) experiment
within the Coupled Model Intercomparison Project Phase 6 (CMIP6), for the first time, has …

Impact of stochastic physics and model resolution on the simulation of tropical cyclones in climate GCMs

PL Vidale, K Hodges, B Vannière, P Davini… - Journal of …, 2021 - journals.ametsoc.org
The role of model resolution in simulating geophysical vortices with the characteristics of
realistic tropical cyclones (TCs) is well established. The push for increasing resolution …

Overview of experiment design and comparison of models participating in phase 1 of the SPARC Quasi-Biennial Oscillation initiative (QBOi)

N Butchart, JA Anstey, K Hamilton… - Geoscientific Model …, 2017 - gmd.copernicus.org
The Stratosphere–troposphere Processes And their Role in Climate (SPARC) Quasi-
Biennial Oscillation initiative (QBOi) aims to improve the fidelity of tropical stratospheric …