Pinned Repositories
3DVAR_retrive_radar_wind_from_typhoon1909
this is a radar retrive radar wind rep
ais-predictor
Distributed machine learning application for ship route and ETA prediction
barotropic_model
BPEM
A Barotropic Primitive Equation Model
Cloud_System_Classification
Cloud System Classification Module (Convective Stratiform separation, and Storm Mode classification)
cms_routing
Ship Routing Algorithms for Just-In-Time and Energy Efficient Voyages. By using a genetic algorithm we strive the lowest possible fuel consumption while at the same time keeping the scheduled deadlines. Two different specifications of the algorithm are available, one with a constant engine power, one with an over the route changeable engine power.
CMWNet
PyTorch implementation of paper: Generating the Cloud Motion Winds Field from Satellite Cloud Imagery Using Deep Learning Approach (IGARSS2021).
ConvLSTM-2
Convolutional LSTM for Precipitation Nowcasting
ConvLSTM-CNN-for-tropical-cyclone
Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity
cop_marine
Project "Copernicus Marine Services for Energy optimized Cargo Ship routing", summer semester 2021
CaiJingjiu0311's Repositories
CaiJingjiu0311/3DVAR_retrive_radar_wind_from_typhoon1909
this is a radar retrive radar wind rep
CaiJingjiu0311/Cloud_System_Classification
Cloud System Classification Module (Convective Stratiform separation, and Storm Mode classification)
CaiJingjiu0311/ConvLSTM-CNN-for-tropical-cyclone
Images timeseries sequence with ConvLSTM for windspeed prediction & CNN cyclone intensity
CaiJingjiu0311/cost733class
CaiJingjiu0311/DeepPrecip
A deep convolutional neural network for surface precipitation retrievals
CaiJingjiu0311/deepsphere-weather
A spherical CNN for weather forecasting
CaiJingjiu0311/Dive-into-DL-PyTorch
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
CaiJingjiu0311/DRpy
python package to open GPM-DPR files into xarray to leverage xarray perks
CaiJingjiu0311/GeneticAlgorithmPython
Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).
CaiJingjiu0311/GPM
Code to download and manage the GPM IMERG precipitation dataset
CaiJingjiu0311/gpm_api
Global Precipitation Mission (GPM) API to download and read data lazily into xarray.
CaiJingjiu0311/LacmoPy
Lagrangian Cloud Microphysics model
CaiJingjiu0311/ml4convection
Uses machine learning to predict convective initiation and decay from satellite data.
CaiJingjiu0311/modRSW_EnKF
An idealised convective-scale forecast-assimilation framework
CaiJingjiu0311/mpdiag
Postprocessing of microphysical process diagnositics from WRF and RAMS
CaiJingjiu0311/pr-disagg-radar-gan
CaiJingjiu0311/pyBKB_v3
Python scripts for atmospheric science written during grad school at the University of Utah (Python 3)
CaiJingjiu0311/python-little_r
Python library to create file in the LITTLE_R format, an ASCII-based observation file format used in WRF.
CaiJingjiu0311/RTTOV-WRF
Simulate SEVIRI satellite channels from WRF output
CaiJingjiu0311/SCW-analysis
Analysis of severe convective winds from reanalysis
CaiJingjiu0311/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.
CaiJingjiu0311/tcrm
A statistical-parametric model for assessing wind hazard from tropical cyclones
CaiJingjiu0311/TI_Estimation
Official source code for paper 《TFG-Net: Tropical Cyclone Intensity Estimation from a Fine-grained Perspective with the Graph Convolution Neural Network》
CaiJingjiu0311/torch-assimilate
Python package based on PyTorch and Dask for efficient and parallelized data assimilation of weather model data and observations on GPUs.
CaiJingjiu0311/Tropical-Cyclone-Intensity-Estimation
CaiJingjiu0311/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.
CaiJingjiu0311/WRF-SUEWS
WRF-SUEWS coupling project
CaiJingjiu0311/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.
CaiJingjiu0311/xvortices
This is a package for interpolating lat/lon gridded data onto a cylindrical coordinate translating with various kinds of vortices on Earth.
CaiJingjiu0311/xwrf
A lightweight interface for working with the Weather Research and Forecasting (WRF) model output in Xarray.