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Open in Colab

GISTEMP4.0 Data Processing Pipeline

A Python workflow for processing NASA's global temperature data using GISTEMP v4.

This pipeline automates data download, preprocessing, and analysis while offering performance optimizations.

Features

  • Automated download of NASA's official GISTEMP v4 source package

  • Enhanced performance by using PyPy

  • Compatibility management for legacy scientific code

  • Designed for execution on cloud notebook environments (Colab)

Usage

Google Colab

  1. Open the Colab notebook

  2. Run all cells sequentially ("Runtime > Run all" or Ctrl+F9)

  3. Wait 15 minutes

Results

The results are printed out and can also be found in the file:

"/content/gistemp4.0/tmp/result/mixedGLB.Ts.ERSSTV5.GHCN.CL.PA.txt"

Results

License

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

License: MIT


NASA Data Notice: Original scientific routines and input data courtesy of NASA GISS. This project is not affiliated with or endorsed by NASA.

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Colab implementation of GISS Surface Temperature Analysis (GISTEMP v4) and the necessary preprocessing

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