Convection‐permitting modeling with regional climate models: Latest developments and next steps
P Lucas‐Picher, D Argüeso, E Brisson… - Wiley …, 2021 - Wiley Online Library
Approximately 10 years ago, convection‐permitting regional climate models (CPRCMs)
emerged as a promising computationally affordable tool to produce fine resolution (1–4 km) …
emerged as a promising computationally affordable tool to produce fine resolution (1–4 km) …
Fast and accurate learned multiresolution dynamical downscaling for precipitation
This study develops a neural-network-based approach for emulating high-resolution
modeled precipitation data with comparable statistical properties but at greatly reduced …
modeled precipitation data with comparable statistical properties but at greatly reduced …
Changing spatial structure of summer heavy rainfall, using convection‐permitting ensemble
Subdaily rainfall extremes have been found to intensify, both from observations and climate
model simulations, but much uncertainty remains regarding future changes in the spatial …
model simulations, but much uncertainty remains regarding future changes in the spatial …
Kilometer-scale modeling projects a tripling of Alaskan convective storms in future climate
Convective storms produce heavier downpours and become more intense with climate
change. Such changes could be even amplified in high-latitudes since the Arctic is warming …
change. Such changes could be even amplified in high-latitudes since the Arctic is warming …
Assessment of the spatio-temporal variability of the added value on precipitation of convection-permitting simulation over the Iberian Peninsula using the RegIPSL …
In this study, we have assessed the added value on the spatio-temporal distribution of the
precipitation of convection-permitting simulation (3 km) compared to the parent coarse-scale …
precipitation of convection-permitting simulation (3 km) compared to the parent coarse-scale …
Analyses for high‐resolution projections through the end of the 21st century for precipitation extremes over the United States
This study compares an ensemble of dynamically downscaled projections of extreme daily
precipitation over the contiguous United States (CONUS). With a grid spacing of 12 km and …
precipitation over the contiguous United States (CONUS). With a grid spacing of 12 km and …
Diurnal cycle of summer precipitation over the Eastern Tibetan Plateau and surrounding regions simulated in a convection-permitting model
Based on the hourly gauge-satellite merged precipitation data with the spatial resolution of
0.1°× 0.1° during 2013~ 2018, we have evaluated the performance of the convection …
0.1°× 0.1° during 2013~ 2018, we have evaluated the performance of the convection …
Evaluation of precipitation across the contiguous United States, Alaska, and Puerto Rico in multi-decadal convection-permitting simulations
This study is an early effort to generate a multi-decadal convection-permitting regional
climate dataset that covers nearly the entire North American continent. We assessed a 20 …
climate dataset that covers nearly the entire North American continent. We assessed a 20 …
Object‐based evaluation of precipitation systems in convection‐permitting regional climate simulation over Eastern China
Based on an object‐based tracking (OT) algorithm, the precipitation systems in the
convection‐permitting (CP,∼ 4 km) regional climate model (RCM) are evaluated from the …
convection‐permitting (CP,∼ 4 km) regional climate model (RCM) are evaluated from the …
[HTML][HTML] Changes in future precipitation mean and variability across scales
Abstract Changes in precipitation variability can have large societal consequences, whether
at the short time scales of flash floods or the longer time scales of multiyear droughts. Recent …
at the short time scales of flash floods or the longer time scales of multiyear droughts. Recent …