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white-shark-geolocation-replication: an open replication of juvenile white shark geolocations (O'Sullivan et al. 2022)

Authors: Fouilloux, Anne;

white-shark-geolocation-replication: an open replication of juvenile white shark geolocations (O'Sullivan et al. 2022)

Abstract

A FORRT replication study testing whether the daily geolocations of juvenile white sharks (Carcharodon carcharias) released by O'Sullivan et al. (2022), computed by the proprietary GPE3 light-plus-SST model, can be reproduced with a fully open method. It re-derives positions with pangeo-fish — a HEALPix-NESTED hidden Markov model matching tag temperature-at-depth against the GLORYS12V1 ocean reanalysis — and compares both against co-deployed Argos SPOT fixes as an independent referee. In a minimal temperature-only configuration the open method is materially less accurate than GPE3 (median 276 km vs 54 km great-circle error across four tags), qualifying the reproducibility of the released geolocations with open tooling.

Keywords

replication, Carcharodon carcharias, Science-Live, pangeo-fish, FORRT, white shark, geolocation, biologging, GLORYS, reproducibility, hidden Markov model, animal tracking, nanopublication

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average