PaleoJump: A database for abrupt transitions in past climates
Witold Bagniewski, Denis-Didier Rousseau, Michael Ghil

TL;DR
PaleoJump is a comprehensive database of high-resolution paleoclimate records from various sources, equipped with automated methods to identify abrupt climate transitions, aiding research on Earth's past climate tipping points.
Contribution
The paper introduces PaleoJump, a curated database of diverse paleoclimate records with an automated methodology for detecting abrupt climate transitions.
Findings
Identification of multiple past climate tipping points
Coverage of global paleoclimate records across different time scales
Provision of an accessible resource for future climate transition studies
Abstract
Tipping points (TPs) in the Earth system have been studied with growing interest and concern in recent years due to the potential risk of anthropogenic forcing causing abrupt, and possibly irreversible, climate transitions. Paleoclimate records are essential for identifying TPs in Earth's past and for properly understanding the climate system's underlying nonlinearities and bifurcation mechanisms. Due to the variations in quality, resolution, and dating methods, it is crucial to select the records that give the best representation of past climates. Furthermore, as paleoclimate time series vary in their origin, time spans, and periodicities, an objective, automated methodology is crucial for identifying and comparing TPs. To reach this goal, we present here the PaleoJump database of carefully selected, high-resolution records originating in ice cores, marine sediments, speleothems,…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsEcosystem dynamics and resilience · Geology and Paleoclimatology Research · Complex Systems and Time Series Analysis
