AI-based automatic pollen counts from palaolake Kieshofer Moor, NE Germany

DOI

Palaeolake Kieshofer Moor, near Greifswald in Northeastern Germany, was the first study site for palaeoecological research in the region, with the first pollen record presented in the 1920s. This new, high-resolution pollen record has been produced to update the palaeoecological research from the area. Samples were taken from two sediment records (KM23B and KM23C), which were cored at a distance of 1 m from the centre of the palaeolake in 2023. The record covers the later part of the Weichselian Lateglacial and the Holocene, with the exception of the past around 1000 years. Pollen samples were taken continuously in 1 cm distance. The samples were prepared using standard palynological methods. For pollen analysis, sample slides were scanned using a motorised light microscope, and the images were analysed automatically using the AI-based approach TOFSI. To validate the results, the pollen record was compared with the manually counted record KM1 from the same site. For pollen analysis, sample slides were scanned using a motorised light microscope, and the images were analysed automatically using the AI-based approach TOFS.

This data file includes a new pollen record (KM23) from the palaeolake Kieshofer Moor near Greifswald, Germany. The pollen counts have been produced by automatic counting using the machine learning approach TOFSI.

Identifier
DOI https://doi.pangaea.de/10.1594/PANGAEA.993357
Related Identifier References https://doi.org/10.1177/09596836231211876
Metadata Access https://ws.pangaea.de/oai/provider?verb=GetRecord&metadataPrefix=datacite4&identifier=oai:pangaea.de:doi:10.1594/PANGAEA.993357
Provenance
Creator Theuerkauf, Martin ORCID logo
Publisher PANGAEA
Publication Year 2026
Rights Creative Commons Attribution 4.0 International; Data access is restricted (moratorium, sensitive data, license constraints); https://creativecommons.org/licenses/by/4.0/
OpenAccess false
Representation
Resource Type Dataset
Format text/tab-separated-values
Size 17632 data points
Discipline Earth System Research
Spatial Coverage (13.341 LON, 54.129 LAT); Northeastern Germany
Temporal Coverage Begin 2023-01-13T00:00:00Z
Temporal Coverage End 2023-10-09T00:00:00Z