Wenjian.Zhu's repositories
ai_for_ci
A collection of code for learning deep neural network patterns for the detection of convection initiation from satellite imagery
climatereconstructionAI
Software to train climate reconstruction technology (image inpaiting with partial convolutions) with numerical model output to re-fill missing values in observational datasets like HadCRUT4
cmaps
user defined colormaps in matplotlib.
DualPol
Python Interface to Dual-Pol Radar Algorithms (DualPol)
lrose-titan
TITAN system within LROSE
meteoai
The papers or tutorials and relative source code of artificial intelligence for meteorology, ocean and environment science.
meteonet
MeteoNet's toolbox and documentation
nmc_dev_files
开发代码规范、标准等文件.
nmc_met_graphics
提供气象绘图功能函数, 包括颜色表处理, 屏蔽区域, 添加地图边界, 绘制天气分析图等.
NowcastDNN
DNN Nowcasting framework for radar data based on Tensorflow/Keras
Nowcasting
Machine learning model for weather nowcasting (and any type of video prediction)
NWS-alerts-placefile
Generate a GRLevelX placefile from NWS alerts on api.weather.gov
pyart
The Python-ARM Radar Toolkit. A data model driven interactive toolkit for working with weather radar data.
pycwr
The China Weather Radar Toolkit, support most of China's radar formats(WSR98D, CINRAD/SA/SB/CB, CINRAD/CC/CCJ, CINRAD/SC/CD)
PyDDA
Pythonic multiple doppler code based off the 3D variational technique
radar_analysis
CINRAD Leve2, Level3, special for PUP-VWP data Processing
rainnet
RainNet: a convolutional neural network for radar-based precipitation nowcasting
satpy
Python for weather satellite data
SHARPpy
Sounding/Hodograph Analysis and Research Program in Python
SkewTLP
T-lnP图绘制，以及常见的对流参数的计算
sounderpy
A python package that helps you to access and plot vertical profile data for meteorological analysis
StormLabeler
Interface for humans to label "interesting" (tornado-related) parts of storms and compare their answers with deep learning.
sun-position
Python code for computing sun position
TensorFlow-Course
:satellite: Simple and ready-to-use tutorials for TensorFlow
TINT
TINT Is Not TITAN. Python code for tracking objects. Specifically storm cells.
unet
unet for image segmentation
vol2bird
Generates vertical profiles of birds from weather radar volume scans