Author

Konrad Karlsson

Swedish University of Agricultural SciencesORCID 0000-0002-4452-8339Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Ecology· 2

Signature Assays, Organisms & Methods

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Research Focus:cell type annotation· 1 Approach:deep learning· 1 Research Focus:ecology & biodiversity· 1 Assay:fluorescence / live-cell microscopy· 1 Assay:imaging· 1 Organism:non-human primate· 1 Approach:statistical model· 1 Approach:transformer / foundation model· 1

Activity by Year

2026-2026 · peak 2/yr

2 papers

Recent·Most cited

EcologybioRxivPreprintSep 4, 2026

From video to encounter histories: individual identification and machine vision for salmonid capture-recapture monitoring

Konrad Karlsson

This paper develops a machine-vision workflow to convert video footage of salmonids into individual encounter histories for capture-recapture analysis, achieving high accuracy in fish detection and re-identification.

DOI 10.64898/2026.09.03.749040

non-human primateimaging

𝕏 PostBluesky

EcologyEcospherePeer-reviewedMar 1, 2026

Spatial capture-recapture reveals resource use and declining skipper numbers in Baltic Sea salmon trolling fisheries

Konrad Karlsson

This study uses spatial capture-recapture models and AIS data to analyze changes in Baltic Sea salmon trolling skippers, finding a 51% decline in numbers linked to regulatory changes.

DOI 10.1002/ecs2.70561

statistical modelecology & biodiversity

𝕏 PostBluesky