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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.

dealias

Radar Doppler velocity dealiasing technique using 3D continuity.

dualpol

Python Interface to Dual-Pol Radar Algorithms (DualPol)

houston_cell_tracking

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

optflow

C++/Python implementations of optical flow algorithms

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

pyradar

CINRAD basic data read and process. Draw PPI, RHI, CAPPI, volume rendering and several 3D model of basic data.

radar_analysis

CINRAD Leve2, Level3, special for PUP-VWP data Processing

radaranalysistools

CEDRIC, SPRINT, PPI, CEDIO, and GRID2PS tools for radar data analysis

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.