Super-resolution simulation for real-time prediction of urban micrometeorology
We propose a super-resolution (SR) simulation system that consists of a physics-based
meteorological simulation and an SR method based on a deep convolutional neural network …
meteorological simulation and an SR method based on a deep convolutional neural network …
Super-resolution of near-surface temperature utilizing physical quantities for real-time prediction of urban micrometeorology
The present paper proposes a super-resolution (SR) model based on a convolutional neural
network and applies it to the near-surface temperature in urban areas. The SR model …
network and applies it to the near-surface temperature in urban areas. The SR model …
[HTML][HTML] Super-resolution of three-dimensional temperature and velocity for building-resolving urban micrometeorology using physics-guided convolutional neural …
This study proposes a convolutional neural network (CNN) that enhances the resolution of
instantaneous snapshots of three-dimensional air temperature and wind velocity fields …
instantaneous snapshots of three-dimensional air temperature and wind velocity fields …
[HTML][HTML] Tree-crown-resolving large-eddy simulation coupled with three-dimensional radiative transfer model
This paper presents a tree-crown resolving large-eddy simulation (LES) coupled with a three-
dimensional radiative transfer (3DRT) model. Real-time coupling of the LES and 3DRT …
dimensional radiative transfer (3DRT) model. Real-time coupling of the LES and 3DRT …
Global 7 km mesh nonhydrostatic Model Intercomparison Project for improving TYphoon forecast (TYMIP-G7): experimental design and preliminary results
M Nakano, A Wada, M Sawada… - Geoscientific Model …, 2017 - gmd.copernicus.org
Recent advances in high-performance computers facilitate operational numerical weather
prediction by global hydrostatic atmospheric models with horizontal resolutions of∼ 10 km …
prediction by global hydrostatic atmospheric models with horizontal resolutions of∼ 10 km …
Early warning system against rainfall-induced landslide in Sri Lanka
K Konagai, A Karunawardena, KN Bandara… - Progress in Landslide …, 2023 - Springer
Based on solid evidence, scientists attribute the global warming trend observed since the
mid-twentieth century to the human expansion of the “greenhouse effect.” Extreme rainfall …
mid-twentieth century to the human expansion of the “greenhouse effect.” Extreme rainfall …
Real-time high-resolution prediction of orographic rainfall for early warning of landslides
Heavy rainfall often causes devastating landslides. Early warning based on reliable rainfall
prediction can help reduce human and economic damages. This paper describes a recent …
prediction can help reduce human and economic damages. This paper describes a recent …
Toward a numerical benchmark for warm rain processes
Abstract The Kinematic Driver-Aerosol (KiD-A) intercomparison was established to test the
hypothesis that detailed warm microphysical schemes provide a benchmark for lower …
hypothesis that detailed warm microphysical schemes provide a benchmark for lower …
Estimation of time-course core temperature and water loss in realistic adult and child models with urban micrometeorology prediction
Ambient conditions may change rapidly and notably over time in urban areas. Conventional
indices, such as the heat index and wet bulb globe temperature, are useful only in stationary …
indices, such as the heat index and wet bulb globe temperature, are useful only in stationary …
[HTML][HTML] Two-stage super-resolution simulation method of three-dimensional street-scale atmospheric flows for real-time urban micrometeorology prediction
A two-stage super-resolution simulation method is proposed for street-scale air temperature
and wind velocity, which considerably reduces computation time while maintaining …
and wind velocity, which considerably reduces computation time while maintaining …