ML4WX

Climate emulation

A comprehensive history of climate and habitat stability of the last 800&thinsp,000 years

Mario Krapp, Robert M. Beyer, Stephen L. Edmundson, Paul J. Valdes, Andrea Manica

Preprint · · University of Cambridge (Aardvark)

PaperPDF

In one sentence. Statistical emulator GCMET reconstructs global climate over the last 800,000 years at high spatial detail, revealing stable habitat refugia.

Abstract

Abstract. A detailed and accurate reconstruction of the past climate is essential in understanding the interactions between ecosystems and their environment through time. We know that climatic drivers have shaped the distribution and evolution of species, including our own, and their habitats. Yet, spatially-detailed climate reconstructions that continuously cover the Quaternary do not exist. This is mainly because no paleoclimate model can reconstruct regional-scale dynamics over geological time scales. Here we develop a statistical emulator, the Global Climate Model Emulator (GCMET), which reconstructs the climate of the last 800 000 years with unprecedented spatial detail. GCMET captures the temporal dynamics of glacial-interglacial climates as an Earth System Model of Intermediate Complexity would whilst resolving the local dynamics with the accuracy of a Global Climate Model. It provides a new, unique resource to explore the climate of the Quaternary, which we use to investigate the long-term stability of major habitat types. We identify a number of stable pockets of habitat that have remained unchanged over the last 800 thousand years, acting as potential long-term evolutionary refugia. Thus, the highly detailed, comprehensive overview of climatic changes through time delivered by GCMET provides the needed resolution to quantify the role of long term habitat change and fragmentation in an ecological and anthropological context.

Labels

Topic
Climate emulation
Type
New model or method
Method
Other
Time scale
Climate projections / centennial
Domain
Global
Data
CMIP / climate model output
Status
Research
Identifiers
DOI:10.5194/cp-2019-91 OpenAlex:W2965488363
Added
2026-10-22

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