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dorn1984's Projects

deepbl icon deepbl

codes for published work "Deep Learning Parameterization of Tropical Cyclone Boundary Layer"

downscale-sst icon downscale-sst

Downscaling Oceanographic Satellite Data with Convolutional Neural Networks

fuxi icon fuxi

Penetration Testing Platform

geostrophic icon geostrophic

Computes the geostrophic (and ageostrophic) wind velocity components (and magnitude) using WRF or atmospheric Reanalysis output. Reanalysis part needs to be checked.

loft icon loft

LOFT - Lagrangian Offline Flow Trajectories

multidim_conv icon multidim_conv

PyTorch code for the Paper "Wind speed prediction using multidimensional convolutional neuralnetworks"

pangu-weather-readytogo icon pangu-weather-readytogo

盘古天气大模型全流程演示( 输入数据准备、预测及结果可视化)Unofficial demonstration of Huawei's Pangu Weather Model. Implementing the entire process of data preparation for input, forecasting conversion of forecasted results, and visualization.

pycinrad icon pycinrad

Decode CINRAD (China New Generation Weather Radar) data and visualize.

real-esrgan icon real-esrgan

Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

smaat-unet icon smaat-unet

PyTorch-Code for the Paper "SmaAt-UNet: Precipitation Nowcasting using a Small, Attentive UNet-Architecture"

u-dales icon u-dales

uDALES: large-eddy-simulation software for urban flow, dispersion and microclimate modelling

wrf-sadles icon wrf-sadles

A Simple Actuator Disk for Large Eddy Simulation

wrf-wvts icon wrf-wvts

Weather Research and Forecasting (WRF) model with moisture tracers

wrf_les_diagnostics icon wrf_les_diagnostics

modification of the WRF model source code (version 4.1) to derive turbulence and mean flow diagnostics

wrflux icon wrflux

Extract and average fluxes from advection and SGS diffusion modules in WRF

wrfv3.8.1_inline_budget_retrieval icon wrfv3.8.1_inline_budget_retrieval

This code extracts budget terms for the dry-air-mass-coupled momentum, U, V, W and potential temperature. It has been tested for the WRF(v3.8.1) idealized test cases, em_squall2d_y and em_b_wave. To use the code, please cite "Chen, T.-C., M.-K. Yau and D. J. Kirshbaum, 2020: Towards the closure of momentum budget analysesin the WRF (v3.8.1) model, Geosci. Model Dev., 13, 1737-1761."

xpia icon xpia

Code to analyze WRF and WRF-LES simulations of XPIA

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