DeepMIP-Eocene-p1: multi-model dataset and interactive web application for Eocene climate research

Paleoclimate model simulations provide reference data to help interpret the geological record and offer a unique opportunity to evaluate the performance of current models under diverse boundary conditions. Here, we present a dataset of 35 climate model simulations of the warm early Eocene Climatic Optimum (EECO; ~ 50 million years ago) and corresponding preindustrial reference experiments. To streamline the use of the data, we apply standardised naming conventions and quality checks across eight modelling groups that have carried out coordinated simulations as part of the Deep-Time Model Intercomparison Project (DeepMIP). Gridded model fields can be downloaded from an online repository or accessed through a new web application that provides interactive data exploration. Local model data can be extracted in CSV format or visualised online for streamlined model-data comparisons. Additionally, processing and visualisation code templates may serve as a starting point for advanced analysis. The dataset and online platform aim to simplify accessing and handling complex data, prevent common processing issues, and facilitate the sharing of climate model data across disciplines.

Authors

Institutions

Publication Details

Journal
Scientific Data
Published
2024-09-05
DOI
https://doi.org/10.1038/s41597-024-03773-4
Citations
6
Primary Topic
Climate variability and models
Type
article
Field-Weighted Citation Impact
1.70

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

DeepMIP-Eocene-p1: multi-model dataset and interactive web application for Eocene climate research

Ayako Abe‐Ouchi, Jean‐Baptiste Ladant, Sebastian Steinig, David Evans et al.
6 citations
Scientific Data
Climate variability and models
1.70
article

DeepMIP-Eocene-p1: multi-model dataset and interactive web application for Eocene climate research

Ayako Abe‐Ouchi, Jean‐Baptiste Ladant, Sebastian Steinig, David Evans, Yannick Donnadieu, David K. Hutchinson, Anna Nele Meckler, Igor Niezgodzki, Zhongshi Zhang, Agatha M. de Boer, Polina Morozova, Gregor Knorr, Daniel John Lunt, Wing‐Le Chan, Gordon N. Inglis, Jiang Zhu, Christopher J. Poulsen, Evgeny M. Volodin
article en
6 citations

Abstract

Paleoclimate model simulations provide reference data to help interpret the geological record and offer a unique opportunity to evaluate the performance of current models under diverse boundary conditions. Here, we present a dataset of 35 climate model simulations of the warm early Eocene Climatic Optimum (EECO; ~ 50 million years ago) and corresponding preindustrial reference experiments. To streamline the use of the data, we apply standardised naming conventions and quality checks across eight modelling groups that have carried out coordinated simulations as part of the Deep-Time Model Intercomparison Project (DeepMIP). Gridded model fields can be downloaded from an online repository or accessed through a new web application that provides interactive data exploration. Local model data can be extracted in CSV format or visualised online for streamlined model-data comparisons. Additionally, processing and visualisation code templates may serve as a starting point for advanced analysis. The dataset and online platform aim to simplify accessing and handling complex data, prevent common processing issues, and facilitate the sharing of climate model data across disciplines.

Scientific DataVol. 11(1)
Alfred-Wegener-Institut Helmholtz-Zentrum für Polar- und Meeresforschung (DE), Centre National de la Recherche Scientifique (FR), Russian Academy of Sciences (RU), Stockholm University (SE), University of Oregon (US), Université de Versailles Saint-Quentin-en-Yvelines (FR), Commissariat à l'Énergie Atomique et aux Énergies Alternatives (FR), Université Paris-Saclay (FR), Bjerknes Centre for Climate Research (NO), At Bristol (GB), China University of Geosciences (CN), UNSW Sydney (AU), University of Bristol (GB), Institute of Numerical Mathematics (RU), Centre de Recherche et d’Enseignement de Géosciences de l’Environnement (FR), NORCE Research AS (NO), Institute of Geography (RU), Laboratoire des Sciences du Climat et de l'Environnement (FR), Instytut Nauk Geologicznych (PL), CEA Paris-Saclay (FR), NSF NCAR Climate and Global Dynamics Laboratory (US), Institute of Geological Sciences (AM), Bolin Centre for Climate Research (SE), Institut de Recherche pour le Développement (FR), University of Southampton (GB), University of Bergen (NO), The University of Tokyo (JP)
National Science Foundation, Sight Research UK, Svenska Forskningsrådet Formas, National Science Council, Vetenskapsrådet, Grand Équipement National De Calcul Intensif, Natural Environment Research Council, Japan Society for the Promotion of Science, National Supercomputer Centre, Linköpings Universitet
Climate action
Openalex Percentile: Top 16%
Climate variability and models
1.70
DOIOpen Access PDFOpenAlex
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.