edu.ucar.opensky::articles:26762 UCAR/NCAR - Library OpenSky Support PO Box 3000 Boulder CO 80307-3000 opensky@ucar.edu http://opensky.ucar.edu/ homepage pointOfContact 2025-12-24T19:24:01.035500 ISO 19115-2 Geographic Information - Metadata - Part 2: Extensions for Imagery and Gridded Data ISO 19115-2:2009(E) https://n2t.org/ark:/85065/d7348qgf https://doi.org/10.5281/zenodo.7652533 https Related Dataset #1 The pseudoPAGES2k Dataset v1.4 https://doi.org/10.5281/zenodo.8173256 https Related Dataset #2 The pseudoPAGES2k Dataset v1.4 A pseudoproxy emulation of the PAGES 2k database using a hierarchy of proxy system models 2023-09-14T00:00:00Z publication https://n2t.org/ark:/85065/d7348qgf https://doi.org/10.1038/s41597-023-02489-1 Zhu, Feng author Emile-Geay, J. author Anchukaitis, K. J. author McKay, N. P. author Stevenson, S. author Meng, Z. author UCAR/NCAR - Library publisher Paleoclimate reconstructions are now integral to climate assessments, yet the consequences of using different methodologies and proxy data require rigorous benchmarking. Pseudoproxy experiments (PPEs) provide a tractable and transparent test bed for evaluating climate reconstruction methods and their sensitivity to aspects of real-world proxy networks. Here we develop a dataset that leverages proxy system models (PSMs) for this purpose, which emulates the essential physical, chemical, biological, and geological processes that translate climate signals into proxy records, making these synthetic proxies more relevant to the real world. We apply a suite of PSMs to emulate the widely-used PAGES 2k dataset, including realistic spatiotemporal sampling and error structure. A hierarchical approach allows us to produce many variants of this base dataset, isolating the impact of sampling bias in time and space, representation error, sampling error, and other assumptions. Combining these various experiments produces a rich dataset ("pseudoPAGES2k") for many applications. As an illustration, we show how to conduct a PPE with this dataset based on emerging climate field reconstruction techniques. UCAR/NCAR - Library OpenSky Support PO Box 3000 Boulder CO 80307-3000 opensky@ucar.edu http://opensky.ucar.edu/ homepage pointOfContact PDF Text theme Resource Type 2016-01-01T00:00:00Z publication Copyright author(s). This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License. None eng geoscientificInformation