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caijingjiu0311's Projects

mpdiag icon mpdiag

Postprocessing of microphysical process diagnositics from WRF and RAMS

netcdf2littler icon netcdf2littler

An application to convert NetCDF files to the Little-R format. The Little-R format is the accepted input format for the WRF data assimilation system (WRFDA) preprocessor (obsproc). Currently only the conversion of synoptical weather stations are supported by this application.

obs_csv_to_little_r icon obs_csv_to_little_r

Take daily meteorological data files in csv format (combine them w/ some data processing) and write data to little_r format for WRF OBSGRID (and WRFDA? - untested)

pybkb_v3 icon pybkb_v3

Python scripts for atmospheric science written during grad school at the University of Utah (Python 3)

pyphoon icon pyphoon

Tools for Digital Typhoon DL/ML Project

pysplit icon pysplit

A package for HYSPLIT air parcel trajectory analysis.

python-little_r icon python-little_r

Python library to create file in the LITTLE_R format, an ASCII-based observation file format used in WRF.

rainnet icon rainnet

RainNet: a convolutional neural network for radar-based precipitation nowcasting

rttov-wrf icon rttov-wrf

Simulate SEVIRI satellite channels from WRF output

simroute icon simroute

SIMROUTE: Weather Ship Routing (WSR) Code. The software is constructed considering available Copernicus Marine Environment Monitoring Service (CMEMS) wave predictions systems of free use.

tclnet icon tclnet

PyTorch implementation of paper: TCLNet: Learning to Locate Typhoon Center using Deep Neural Network (IGARSS2021).

tcrm icon tcrm

A statistical-parametric model for assessing wind hazard from tropical cyclones

ti_estimation icon ti_estimation

Official source code for paper 《TFG-Net: Tropical Cyclone Intensity Estimation from a Fine-grained Perspective with the Graph Convolution Neural Network》

torch-assimilate icon torch-assimilate

Python package based on PyTorch and Dask for efficient and parallelized data assimilation of weather model data and observations on GPUs.

typhoon-impact-based-forecasting-model icon typhoon-impact-based-forecasting-model

Typhoon Impact forecasting model This tool was developed as trigger mechanism for the typhoon Early action protocol of the philipiness resdcross FbF project. The model will predict the potential damage of a typhoon before landfall, the prediction will be percentage of completely damaged houses per manuciplaity.

typhoon_model icon typhoon_model

Processing tools for generating wind field from best track data

wrf-run icon wrf-run

Automates the WRF process on HPC environments

wrf-wvts icon wrf-wvts

Weather Research and Forecasting (WRF) model with moisture tracers

wrf_projects_cloudphysics icon wrf_projects_cloudphysics

This is a project on investigating the Thompson microphysics scheme in the Weather Research and Forecasting (WRF) model and how it treats marine fog.

xvortices icon xvortices

This is a package for interpolating lat/lon gridded data onto a cylindrical coordinate translating with various kinds of vortices on Earth.

xwrf icon xwrf

A lightweight interface for working with the Weather Research and Forecasting (WRF) model output in Xarray.

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