CatRlog: A Photo-Identification Project Management System Based in R
August 5, 2021

Article published August 2021 by Mammalian Biology

Read the article here

Authors: ERIC KEEN, ÉADIN O’MAHONY, JANIE WRAY, JULIA WREN (2021)

Abstract: Photo-identification (photo-ID) databases can comprise versatile troves of information for well-studied animal populations and, when organized well and curated carefully, can be readily applied to a wide range of research questions, such as population abundance estimates, meta-population connectivity and social network structure. To bring the potential impact of photo-ID data within reach of a greater number of research groups, we introduce an R-based photo-ID project management system, named ‘catRlog’. As a computer directory with custom apps embedded throughout, catRlog serves as a workflow organizer that simplifies, streamlines, and improves the quality of photo-ID data processing. The system can be utilized by research teams in a number of ways, ranging from automated formatting and printing of a photo-ID catalog, to photo-ID matching, thereby creating and expanding a historical catalog, to processing of identification data to generate datasets necessary for site fidelity, mark–recapture, and social association analyses. As an R-based tool, the apps are open-source, cross-platform, readily customizable, and easily updated. catRlog has been tested using photo-ID databases of humpback whales (Megaptera novaeangliae) and fin whales (Balaenoptera physalus) within a mainland fjord system of Pacific Canada, but is a generalized system useful for almost any photo-ID project of any species in any habitat. A detailed user’s manual and example dataset are provided.

Read more scientific publications

Apr 15 2024

Collecting baleen whale blow samples by drone: A minimally intrusive tool for conservation genetics

Collecting exhaled breath condensate, or respiratory ‘blow’ samples, from baleen whales using an unoccupied aerial system (UAS) plays a vital role in informing...
May 25 2023

Ship-Strike Forecast and Mitigation for Whales in Gitga’at First Nation Territory

As marine traffic increases globally, ship strikes have emerged as a primary threat to many baleen whale populations.

Jul 13 2022

A Simulation-Based Tool for Predicting Whale-Vessel Encounter Rates

To understand the threat of ship strikes for marine predators such as whales, quantitative tools are needed that measure specific impacts without ignoring the many...
Sep 03 2021

Fin whales of the Great Bear Rainforest: Balaenoptera physalus velifera in a Canadian Pacific fjord system

Fin whales (Balaenoptera physalus) are widely considered an offshore and oceanic species, but certain populations also use coastal areas and semi-enclosed seas.

Jun 23 2021

Social Survival: Humpback Whales (Megaptera novaeangliae) use Social Structure to Partition Ecological Niches Within Proposed Critical Habitat

Animal culture and social bonds are relevant to wildlife conservation because they influence patterns of geography, behavior, and strategies of survival.

Jun 15 2021

Acoustic tracking of fin whales: Habitat use and movement patterns within a Canadian Pacific fjord system

Fin whale 20 Hz calls were detected, localized, and tracked using a 10 km aperture network of three acoustic receivers deployed for 11 months in a Pacific Canadian...
Jan 15 2020

Calving rate decline in humpback whales (Megaptera novaeangliae) of northern British Columbia, Canada

The population dynamics of large mammals are characterized by highly variable and relatively poor juvenile survival.

Dec 31 2019

Automated localization of whales in coastal fjords

Localization and tracking of vocalizing marine mammals are powerful tools for understanding and mitigating the impacts of anthropogenic stressors such as vessel noise...
Nov 24 2019

Determining marine mammal detection functions for a stationary land-based survey site

The shore-based survey is a common, non-invasive, and low-cost method in marine mammal science, but its scientific applications are currently limited.

Mar 13 2017

‘Whale wave’: shifting strategies structure the complex use of critical fjord habitat by humpbacks

A decade of visual surveys (2005-2014) revealed that humpbacks Megaptera novaeangliae occupy a temperate fjord system in British Columbia.