GithubHelp home page GithubHelp logo

noaa-national-severe-storms-laboratory / frdd-monte-python Goto Github PK

View Code? Open in Web Editor NEW
8.0 8.0 2.0 15.59 MB

Methods for Object-based and Neighborhood Threat Evaluation in Python

Python 2.37% Jupyter Notebook 97.63%
object-detection severe-weather

frdd-monte-python's People

Contributors

coreypotvin avatar martinjoshua avatar monte-flora avatar

Stargazers

 avatar  avatar  avatar  avatar  avatar  avatar  avatar

Watchers

 avatar  avatar  avatar  avatar  avatar

frdd-monte-python's Issues

Some object modes/labels get completely overwritten

The only form of storm mode returned to the user in StormModeClassifier.classify is a 2-dimensional array with storm mode labeled at each valid grid point. However, when entire objects are subsequently reclassified as new embedded objects, the mode information of the original object is lost. For making a lat-lon plot of storm mode this is fine, but for statistical analysis you wouldn't want to lose that over-written object's mode information. I suggest, in additional to the 2-D array, we return a 1-d array of storm modes that matches the scikit properties object one-to-one.

StormModeClassifier does not work yet!

Corey has provided data. I have netcdf files in /work/cpotvin/WOFS_STORM_STATS_NEW3/OBJECTS/20170501_2000_0min that include the dBZ field ("values"), rotation field ("rot_values"), and storm mode field ("storm_modes") with an attribute showing the conversion.

Use this as the unit test for the StormModeClassifier.

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

    ๐Ÿ–– 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. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

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 โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.