Application of Explainable AI methods for taxonomic classification in bird egg collections

This data set is part of a project in cooperation with the University of Warsaw, Poland, dedicated to the development of an AI-based identification method (using Convolutional Neural Networks; CNNs) for bird eggs. Of the target taxon (Western Palearctic species of shrikes, genus Lanius) digital photographs were taken from 1056 eggs (of 175 clutches) from the ornithological collection SNSD (mainly collection W. Makatsch) and size parameters were measured (and if available transcribed from Makatsch’s original catalogue data).

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Daten und Ressourcen

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Zusätzliche Informationen

Feld Wert
Geographic coverage
Geographic description Western Palearctic
Bounding coordinates
North: 54.69
West: -14.0
East: 34.95
South: 28.43
Temporal coverage
Time period
Begin: 1. Januar 1897
End: 31. Dezember 1995
Taxonomic coverage
Genus Lanius
General taxonomic description Western Palearctic species of shrikes (genus Lanius:Aves:Passeriformes)
Andere Informationen
Zuletzt aktualisiert April 28, 2026, 09:31 (UTC)
Erstellt April 28, 2026, 09:31 (UTC)

Responsible parties

Creator and point of contact
Name Martin Päckert
Organization affiliations
Senckenberg Natural History Collections Dresden

Königsbrücker Landstraße 159
01109 Dresden
Germany

Associated party
Name Paweł Pstrokoński
Organization affiliations
Warsaw University of Life Sciences

Nowoursynowska 166
02-787 Warsaw
Poland

Rolle Principal investigator

Dazugehörige Publikationen

Publikation
Link https://doi.org/10.1371/journal.pone.0321532

Research data management planning

Types of data that will be / are / were created during the project Occurrence data , Models, code , Multimedia (images, sounds, videos, etc.)
Estimated volume of created data Cannot estimate
Data will be stored at (long-term archived) Associated data of shrike-egg-classification models are available under the „accessible Data icon“ of the journal linked to the publication and in a Github repository under the following link https://github.com/knave88/Shrike-egg-classification/releases/tag/v0.1. Image files will be linked to the respective individual data sets in the Senckenberg database (DINA).

Link zu diesem Datensatz

https://dataportal.senckenberg.de/dataset/c4144dbe-5c12-4f37-a1ab-ecd6ee37b2bd