Zahlii / tropical-cyclone-speed-cnnLinks
CNN based wind speed estimation of tropical cyclones based on IR/WV satellite imagery
☆13Updated 7 years ago
Alternatives and similar repositories for tropical-cyclone-speed-cnn
Users that are interested in tropical-cyclone-speed-cnn are comparing it to the libraries listed below
Sorting:
- public codes for fusing CNN networks☆23Updated 5 years ago
- The Python-ARM Radar Toolkit. A data model driven interactive toolkit for working with weather radar data.☆34Updated 5 years ago
- Based on the GFDL vortex tracking algorithm to locate tropical cyclone. No need to covert wrf output to grib.☆16Updated 8 years ago
- Machine learning forecast model for WxChallenge☆96Updated 5 years ago
- A unified interface to access tropical cyclone best-track datasets in different formats.☆54Updated 6 months ago
- 2019 Tianchi Zhuifeng Juvenile Typhoon Satellite Image Prediction—Optical Flow Method Solution☆11Updated 2 years ago
- Hagelslag supports segmentation and tracking of weather fields and scalable verification, including performance diagrams and reliability …☆71Updated last year
- The papers or tutorials and relative source code of artificial intelligence for meteorology, ocean and environment science.☆160Updated 5 years ago
- Typhoon Prediction☆13Updated 5 years ago
- Python code to read the netcdf formatted tropical cyclone tracks generated from HighResMIP simulations☆15Updated 4 years ago
- Interpretable Deep Learning for Spatial Analysis of Severe Hailstorms☆22Updated 4 years ago
- A collection of Python scripts for running WRF with the DART data assimilation system☆31Updated 2 years ago
- 2021年统计后处理培训教程.☆18Updated 4 years ago
- CNN for climate forecast☆90Updated last year
- Code and model benchmarks for "SEVIR : A Storm Event Imagery Dataset for Deep Learning Applications in Radar and Satellite Meteorology"☆87Updated 4 years ago
- Python API for interfacing with the IBTrACS tropical cyclone best track dataset☆13Updated last year
- GOES-16 Convective Initiation Benchmark☆18Updated 3 years ago
- Calculate tropical cyclone related indices like GPI, VI, etc.☆17Updated 3 years ago
- Notebooks for CIRA (Cooperative Institute for Research in the Atmosphere) machine-learning short course.☆23Updated last year
- End-to-end machine-learning library for predicting thunderstorm hazards.☆34Updated 3 weeks ago
- pyEOF: Empirical Orthogonal Function (EOF) analysis and Rotated EOF analysis in Python☆42Updated 4 years ago
- 更新WRF土地利用类型☆27Updated 5 years ago
- 下载ECMWF数据的脚本 并行版☆37Updated 5 years ago
- 《用C语言开发的气象常用参数和物理量计算函数库》原文代码以及Python封装☆34Updated 5 years ago
- Maximum Covariance Analysis in xarray for Climate Science☆70Updated 2 years ago
- Python scripts during my PhD studies (2020 - 2022)☆26Updated 2 years ago
- Python scripts for caculating the Wave-Activity Flux derived by Takaya and Nakamura (JAS,2001)☆43Updated 5 years ago
- Scripts of downloading weather data: satellite and reanalysis data☆22Updated 2 years ago
- 提供一些关于气象应用开发的基础功能函数,包括数组处理、数学函数、物理常数、时间处理、客观分析等模块。☆54Updated 7 months ago
- Some useful and excellent tutorials☆17Updated 6 years ago