Data Science

Software and Tools

SOFTWARE FOR ACCESSING SUBX DATA

A collection of software tools in various languages for accessing SubX data.  I developed these tools along with significant contributions from Ray Bell (Python) and Jennifer Adams (GrADs).

 CLIMPRED PYTHON PACKAGE 

Climpred is a Python package developed by Riley Brady for performing skill calculations on decadal hindcast datasets.  In a recent PR, I contributed to the addition of  functionality for daily, weekly, monthly, and seasonal data, making climpred a valuable tool for Earth System Prediction across timescales.

Pangeo at AOES

Tutorial for getting started with using Python tools using Pangeo software stack for Climate Data Analysis  

DATA SCIENCE and MACHINE LEARNING in WEATHER AND CLIMATE

Articles and resources reviewing the use of Data Science and Machine Learining in the Atm, Ocn, and Climate Sciences along with Jupyter Project Notebooks including examples and use cases.

 

 

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