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Published January 27, 2026 | Version v1.0.1

TOAD: Tipping and Other Abrupt events Detector

Description

TOAD is a Python package designed for detecting and clustering abrupt shifts in gridded Earth-system datasets, such as model outputs. The input data should be structured as a 3D array in the format space × space × time, where time can represent actual time or some other forcing variable or bifurcation parameter. TOAD provides a streamlined pipeline for identifying and analyzing spatio-temporal regions that exhibit similar dynamical responses to external forcing.

Notes

If you use this software, please cite it as below.

Files

tipmip-methods/toad-v1.0.1.zip

Files (68.4 MB)

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