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BioTracker: An Open-Source Computer Vision Framework for Visual Animal Tracking [article]

Hauke Jürgen Mönck, Andreas Jörg, Tobias von Falkenhausen, Julian Tanke, Benjamin Wild, David Dormagen, Jonas Piotrowski, Claudia Winklmayr, David Bierbach, Tim Landgraf
<span title="2018-03-21">2018</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
Here we introduce BioTracker, an open-source computer vision framework, that provides programmers with core functionalities that are essential parts of a tracking software, such as video I/O, graphics  ...  With this open-source framework the scientific community can accelerate their research and focus on the development of new vision algorithms.  ...  Special thanks goes to all the testers of the BioTracker  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1803.07985v1">arXiv:1803.07985v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/n3vekdorzzhm5pn47ebp4g5rze">fatcat:n3vekdorzzhm5pn47ebp4g5rze</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200913130620/https://arxiv.org/pdf/1803.07985v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/1c/73/1c73088805aadb7154d2c4cf8fc6e1ef0cca10b7.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1803.07985v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Multi-Object Tracking in Heterogeneous environments (MOTHe) for animal space-use studies [article]

Akanksha Rathore, Ananth Sharma, Nitika Sharma, Vishwesha Guttal
<span title="2020-01-13">2020</span> <i title="Cold Spring Harbor Laboratory"> bioRxiv </i> &nbsp; <span class="release-stage" >pre-print</span>
We present an open-source end-to-end pipeline called Multi-Object Tracking in Heterogenous environments (MOTHe), a python based repository that uses a convolutional neural network for object detection.  ...  MOTHe has a command-line-based interface with one command for each action, for example, finding animals in an image and tracking each individual.  ...  Biotracker: An 318 open-source computer vision framework for visual animal tracking. arXiv preprint arXiv:1803.07985, 2018. 319 [17] Vivek Hari Sridhar, Dominique G Roche, and Simon Gingins.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1101/2020.01.10.899989">doi:10.1101/2020.01.10.899989</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3tsglgygljaubenoq3ery7bteu">fatcat:3tsglgygljaubenoq3ery7bteu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20201107062731/https://www.biorxiv.org/content/biorxiv/early/2020/03/24/2020.01.10.899989.full.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/dc/1b/dc1bf2f0ef847f98f44c755b9897c9fd27d3f3a3.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1101/2020.01.10.899989"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> biorxiv.org </button> </a>

Conservation Tech Directory [article]

Carly Batist, Gracie Ermi, Gracie Ermie
<span title="2021-10-11">2021</span> <i title="figshare"> figshare.com </i> &nbsp;
*An interactive version of this directory is available at conservationtech.directory*A list of organizations, communities, companies, open-source projects and other resources within the conservation technology  ...  You can reach her on Twitter (@Carly_Batist), LinkedIn, or WILDLABS.Gracie is a Research Engineer at the Allen Institute for Artificial Intelligence (AI2).  ...  net/ Cornell University Ithaca, New York USA networking data analysis/viz AI/ML Opportunity Computer Vision Methods for Ecology school 3-week intensive summer school teaching computer vision  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.6084/m9.figshare.15442200.v6">doi:10.6084/m9.figshare.15442200.v6</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/rimzpsafq5foxf25n7ucgueh3a">fatcat:rimzpsafq5foxf25n7ucgueh3a</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20211014210043/https://s3-eu-west-1.amazonaws.com/pfigshare-u-files/31052005/MERGEDConservationTechDirectory.pdf?X-Amz-Algorithm=AWS4-HMAC-SHA256&amp;X-Amz-Expires=10&amp;X-Amz-SignedHeaders=host&amp;X-Amz-Signature=617ef7e64b4bd4f00d2a56fb191df085672e9443c07fa310b6e9fb6978b4d77e&amp;X-Amz-Date=20211014T210043Z&amp;X-Amz-Credential=AKIAIYCQYOYV5JSSROOA/20211014/eu-west-1/s3/aws4_request" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/61/a3/61a3f06abcc1ff8a355cf8704f34663035a90e1c.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.6084/m9.figshare.15442200.v6"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> figshare.com </button> </a>

MARGO (Massively Automated Real-time GUI for Object-tracking), a platform for high-throughput ethology

Zach Werkhoven, Christian Rohrsen, Chuan Qin, Björn Brembs, Benjamin de Bivort, Giorgio F Gilestro
<span title="2019-11-25">2019</span> <i title="Public Library of Science (PLoS)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/s3gm7274mfe6fcs7e3jterqlri" style="color: black;">PLoS ONE</a> </i> &nbsp;
There are currently several open source animal trackers.  ...  Fast object tracking in real time allows convenient tracking of very large numbers of animals and closed-loop experiments that control stimuli for many animals in parallel.  ...  movies of larvae, bees and worms for tracking.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1371/journal.pone.0224243">doi:10.1371/journal.pone.0224243</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/31765421">pmid:31765421</a> <a target="_blank" rel="external noopener" href="https://pubmed.ncbi.nlm.nih.gov/PMC6876843/">pmcid:PMC6876843</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/xfmw3v7xpfaxph3zvmpx2be3ui">fatcat:xfmw3v7xpfaxph3zvmpx2be3ui</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20191205165730/https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0224243&amp;type=printable" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/c1/fa/c1fa67b0334f659fe2c49f81094dfd58a7bd68ca.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1371/journal.pone.0224243"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> plos.org </button> </a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6876843" title="pubmed link"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> pubmed.gov </button> </a>

Shedding light on light: benefits of anthropogenic illumination to a nocturnally foraging shorebird

Ross G. Dwyer, Stuart Bearhop, Hamish A. Campbell, David M. Bryant, Alexandre Roulin
<span title="2012-11-27">2012</span> <i title="Wiley"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/mz55axcfibbgpivataja2xp3lm" style="color: black;">Journal of Animal Ecology</a> </i> &nbsp;
Journal of Animal Ecology © 2012 British Ecological Society, Journal of Animal Ecology, 82, 478-485 R Development Core Team (2010) R: A language and environment for sta- tistical computing.  ...  R Foundation for Statistical Computing Vienna, Austria, ISBN 3-900051-07-0.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1111/1365-2656.12012">doi:10.1111/1365-2656.12012</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/23190422">pmid:23190422</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qlyvlmd66rfapaxvuukjjxcqby">fatcat:qlyvlmd66rfapaxvuukjjxcqby</a> </span>
<a target="_blank" rel="noopener" href="https://archive.org/details/sim_journal-of-animal-ecology_2013-03_82_2/page/478" title="read fulltext microfilm" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Archive [Microfilm] <div class="menu fulltext-thumbnail"> <img src="https://archive.org/serve/sim_journal-of-animal-ecology_2013-03_82_2/__ia_thumb.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1111/1365-2656.12012"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Robotic ecology: Tracking small dynamic animals with an autonomous aerial vehicle

Oliver M. Cliff, Debra L. Saunders, Robert Fitch
<span title="2018-10-17">2018</span> <i title="American Association for the Advancement of Science (AAAS)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/n6i5zz3genavjbew2xq42udvji" style="color: black;">Science Robotics</a> </i> &nbsp;
Here, we present an approach for tracking small radio-tagged animals by using an autonomous and lightweight aerial robot.  ...  The most widespread technique for tracking small animals is to manually locate low-power radio transmitters from the ground with handheld equipment.  ...  To efficiently implement this model, we leverage results from computer vision for convolution and use a separable Gaussian kernel of width 3|Σ Y |.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1126/scirobotics.aat8409">doi:10.1126/scirobotics.aat8409</a> <a target="_blank" rel="external noopener" href="https://www.ncbi.nlm.nih.gov/pubmed/33141732">pmid:33141732</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/onr2mpig2ze7bkjcukbtxfw5pq">fatcat:onr2mpig2ze7bkjcukbtxfw5pq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200309042819/https://opus.lib.uts.edu.au/bitstream/10453/132732/1/cliff_science17_Revision1_3.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a4/5c/a45c1f90d85081e8893bf0401d93286eaf7c9474.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1126/scirobotics.aat8409"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> sciencemag.org </button> </a>

Reproductive biology of the Sapayoa (Sapayoa aenigma), the "Old World suboscine" of the New World

Sarah A. Dzielski, Benjamin M. Van Doren, Jack P. Hruska, Justin M. Hite
<span title="">2016</span> <i title="American Ornithologists&#39; Union"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/yax433kih5gypco3dpdq4tveoa" style="color: black;">The AUK: A Quarterly Journal of Ornithology</a> </i> &nbsp;
Hind limb morphology as a key for understanding avian evolution 0930 Amar, A. & Koeslag, A.  ...  Email: damijan.denac@nib.si The Whinchat used to be a pretty common bird of open grasslands in Slovenian lowlands.  ...  We found this period to last (depending on a year) for one to two weeks.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1642/auk-16-5.1">doi:10.1642/auk-16-5.1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/ki5uzue7rjbffkgkocv2cfgi4i">fatcat:ki5uzue7rjbffkgkocv2cfgi4i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180722020712/http://eounion.org/wp-content/uploads/2015/07/EOU_Norwich_2013_Abstract.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/02/f2/02f26c1c71c6b84d2382bb4c32ce8984711296b9.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1642/auk-16-5.1"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Proceedings of the British Society of Animal Science

<span title="">2019</span> <i title="Cambridge University Press (CUP)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2rmg56xvyzhc7eeyyqhzrofrsq" style="color: black;">Advances in Animal Biosciences</a> </i> &nbsp;
References Acknowledgements The author would like to thank Maya McCoy and Mary Vickers (AHDB) for their help in sourcing background materials for this paper.  ...  The Proceedings of The British Society of Animal Production had now become a bona fide medium for the publication of science.  ...  Here we present a 2D camera-based system using computer vision and deep learning techniques to track pigs with a custom image analysis algorithm.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1017/s2040470019000013">doi:10.1017/s2040470019000013</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/n6z4zd7kijh3tavwtsqp6prske">fatcat:n6z4zd7kijh3tavwtsqp6prske</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200313025914/https://www.cambridge.org/core/services/aop-cambridge-core/content/view/1E725FEC9443C13E5F36D90B9A693683/S2040470019000013a.pdf/div-class-title-proceedings-of-the-british-society-of-animal-science-div.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1017/s2040470019000013"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> cambridge.org </button> </a>

Autonomous and autonomic systems: with applications to NASA intelligent spacecraft operations and exploration systems

<span title="2010-07-01">2010</span> <i title="American Library Association"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/pjjljho22jhnrmpk3k2jxhxzv4" style="color: black;">ChoiceReviews</a> </i> &nbsp;
We would like to thank them for their contributions. We have made liberal use of their work and their contributions to Agent-based research at NASA Goddard.  ...  Particle swarms have influenced the field of computer animation also.  ...  Examples are opening a valve, moving a wheel, or firing an engine.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5860/choice.47-6277">doi:10.5860/choice.47-6277</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/nlprjuayozhg7mp55fz2wkl4bi">fatcat:nlprjuayozhg7mp55fz2wkl4bi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170922224556/http://uir.ulster.ac.uk/2581/1/book-last-preproof.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/8d/3b/8d3b6c0a74e0ced3337cfc5ac6469875ab1f44f9.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.5860/choice.47-6277"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Kiwi Best Practice Manual

Hugh Robertson, Rogan Colbourne
<span class="release-stage">unpublished</span>
Acknowledgements This best practice manual, prepared for the Kiwi Recovery Group, is an update of the 2003 version of the Kiwi Best Practice Manual , incorporating the new technologies and knowledge that  ...  processes and standards for accreditation as handlers and trainers.  ...  • Duct tape, bungy cords or cable-ties for attaching the recorder • Stake if in open country (warratah or fibreglass electric fence post)• Computer and software (e.g.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/eryyolywx5dfhkpazaxlicq5bi">fatcat:eryyolywx5dfhkpazaxlicq5bi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180412130143/http://www.doc.govt.nz/Documents/science-and-technical/sap262entire.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/5c/0c/5c0c3cd7611806fb485dc7a1705ae31245a13e9a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a>

Fly with me : algorithms and methods for influencing a flock [article]

Kathryn Long Genter
<span title="">2017</span>
For each clustering method, we use the open-source Weka implementation [41] with default parameters unless otherwise noted.  ...  Students and professors at Georgia Tech released the Biotrack software for tracking and analyzing multiple agents. in fish [73] .  ...  Specifically, the algorithm computes the points of an isosceles triangle that covers the area of overlap between radius r and the visibility sector angle visAngle -see Figure 7 .1 for a visual depiction  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.15781/t2445hv1g">doi:10.15781/t2445hv1g</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/rrlw6crz7zdtbboz44c7sihacq">fatcat:rrlw6crz7zdtbboz44c7sihacq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220128003742/https://repositories.lib.utexas.edu/bitstream/handle/2152/61905/GENTER-DISSERTATION-2017.pdf;jsessionid=440D6976ADED0114C88E971542B21E2A?sequence=1" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/da/45/da45e7eca2b7ede7a1b695986ae0a2465f97e50a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.15781/t2445hv1g"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Exposing and Exploiting the Distinct Character of University Museums and Collections [article]

Peter Stanbury, Sue-Anna Wallace, Bernice L. Murphy, Marta C. Lourenco, Steven W.G. De Clercq, Andrew Simpson, Cornelia Weber, Fausto Pugnaloni, Peter B. Tirrell, Humboldt-Universität Zu Berlin, Humboldt-Universität Zu Berlin
<span title="2017-06-30">2017</span>
Authors of articles contained herein need not obtain permission in the following cases only: (i) to use their original figures or tables in their future works; (ii) to make copies of their papers for use  ...  Acknowledgements I would like to thank UMAC for providing an opportunity to discuss the issue of departmental university museums. Acknowledgements We are thankful to Dr.  ...  Peter Stanbury urged me to present an account of the project at UMAC's 2002 conference in Sydney.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.18452/17912">doi:10.18452/17912</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/lqtib3mvrrbhdoozrh4qtg7ryq">fatcat:lqtib3mvrrbhdoozrh4qtg7ryq</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220121202120/https://edoc.hu-berlin.de/bitstream/handle/18452/18575/Museologia-3-special-issue.pdf;jsessionid=05DAD1D8DB73A0B8FBD9A9752D22F9A7?sequence=1" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/15/32/15325359ca1f67fe9776d48272198bb4b48c743b.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.18452/17912"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>