Giter Club home page Giter Club logo

glm_forecast_graphic's Introduction

glm-forecast-graphic

This package recreates the tropical cyclone intensity change forecasting graphic aid proposed by Stevenson et al. in their 2017 paper, cited below:

Stevenson, Stephanie N., et al. “A 10-Year Survey of Tropical Cyclone Inner-Core Lightning Bursts and Their Relationship to Intensity Change.” Weather and Forecasting, vol. 33, no. 1, Feb. 2018, pp. 23–36., doi:10.1175/waf-d-17-0096.1.

Prerequisites

  • Python 3.6
    • Boto3
    • Botocore
    • Cartopy
    • Functools
    • Matplotlib
    • NetCDF4
    • Numpy
    • Pandas
    • Pyproj
    • Shapely
    • urllib

Data Sources

  • National Oceanic & Atmospheric Administration (NOAA)
    • GOES-16
      • Advanced Baseline Imager (ABI)
      • Geostationary Lightning Mapper (GLM)
    • Statistical Hurricane Intensity Prediction Scheme (SHIPS)
  • National Hurricane Center (NHC)
    • NOAA Aircraft Operations Center (AOC) & USAFRC 53rd Weather Reconnaissance Squadron (53rd WRS)
      • Vortex Data Message (VDM)
      • TEMP DROP

Authors

  • Matt Nicholson - Department of Atmospheric & Oceanic Science, University of Maryland, College Park

License

This project is licensed under the MIT License - see the LICENSE.md file for details

Acknowledgments

  • Pat Meyers, Cooperative Institute for Climate & Satellites - Maryland (CICS-MD)
  • Tim Canty, Department of Atmospheric & Oceanic Science, University of Maryland, College Park
  • Scott Rudlosky, Cooperative Institute for Climate & Satellites - Maryland (CICS-MD)

glm_forecast_graphic's People

Contributors

mnichol3 avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.