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  TOAD: Tipping and Other Abrupt events Detector

Harteg, J., Röhrich, L., De Maeyer, K., Garbe, J., Sakschewski, B., Klose, A. K., Donges, J. F., Winkelmann, R., Loriani, S. (2026): TOAD: Tipping and Other Abrupt events Detector.
https://doi.org/10.5281/zenodo.18316437

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Item Permalink: https://publications.pik-potsdam.de/pubman/item/item_34196 Version Permalink: https://publications.pik-potsdam.de/pubman/item/item_34196_1
Genre: Software

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 Creators:
Harteg, Jakob1, Author                 
Röhrich, Lukas1, Author           
De Maeyer, Kobe2, Author
Garbe, Julius1, Author                 
Sakschewski, Boris1, Author                 
Klose, Ann Kristin1, Author                 
Donges, Jonathan Friedemann1, Author                 
Winkelmann, Ricarda1, Author                 
Loriani, Sina1, Author                 
Affiliations:
1Potsdam Institute for Climate Impact Research, ou_persistent13              
2External Organizations, ou_persistent22              

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 Abstract: 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.

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Language(s): eng - English
 Dates: 2026-032026-03
 Publication Status: Finally published
 Pages: -
 Publishing info: Geneva : CERN / Zenodo
 Table of Contents: -
 Rev. Type: No review
 Identifiers: DOI: 10.5281/zenodo.18316437
PIKDOMAIN: RD1 - Earth System Analysis
Organisational keyword: RD1 - Earth System Analysis
PIKDOMAIN: Earth Resilience Science Unit - ERSU
Organisational keyword: Earth Resilience Science Unit - ERSU
 Degree: -

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