[HTML][HTML] Citizen science and online data: Opportunities and challenges for snake ecology and action against snakebite

AM Durso, RR de Castañeda, C Montalcini… - Toxicon: X, 2021 - Elsevier
The secretive behavior and life history of snakes makes studying their biology, distribution,
and the epidemiology of venomous snakebite challenging. One of the most useful, most …

A FAIR and modular image‐based workflow for knowledge discovery in the emerging field of imageomics

MA Balk, J Bradley, M Maruf, B Altintaş… - Methods in Ecology …, 2024 - Wiley Online Library
Image‐based machine learning tools are an ascendant 'big data'research avenue. Citizen
science platforms, like iNaturalist, and museum‐led initiatives provide researchers with an …

Metadata as a methodological commons: from aboutness description to cognitive modeling

W Liu, Y Fu, Q Liu - Data Intelligence, 2023 - direct.mit.edu
Metadata is data about data, which is generated mainly for resources organization and
description, facilitating finding, identifying, selecting and obtaining information. With the …

Computational metadata generation methods for biological specimen image collections

K Karnani, J Pepper, Y Bakiş, X Wang, H Bart Jr… - International Journal on …, 2024 - Springer
Metadata is a key data source for researchers seeking to apply machine learning (ML) to the
vast collections of digitized biological specimens that can be found online. Unfortunately, the …

Automatic metadata generation for fish specimen image collections

J Pepper, J Greenberg, Y Bakiş, X Wang… - 2021 ACM/IEEE …, 2021 - ieeexplore.ieee.org
Metadata are key descriptors of research data, particularly for researchers seeking to apply
machine learning (ML) to the vast collections of digitized specimens. Unfortunately, the …

Toward a flexible metadata pipeline for fish specimen images

D Jebbia, X Wang, Y Bakis, HL Bart Jr… - Research Conference on …, 2022 - Springer
Flexible metadata pipelines are crucial for supporting the FAIR data principles. Despite this
need, researchers seldom report their approaches for identifying metadata standards and …

Metadata verification: A workflow for computational archival science

J Pepper, A Senin, D Jebbia, D Breen… - … Conference on Big …, 2022 - ieeexplore.ieee.org
Researchers seeking to apply computational methods are increasingly turning to scientific
digital archives containing images of specimens. Unfortunately, metadata errors can inhibit …

First record of Oxyrhopus occipitalis (Wied-Neuwied, 1824) in Central America: Primer registro de Oxyrhopus occipitalis (Wied-Neuwied, 1824) en América Central

A Romero-Marcucci… - Revista Científica …, 2024 - revistas.unachi.ac.pa
The first record in Central America of the species Oxyrhopus occipitalis (Wied-Neuwied,
1824)(Serpentes, Dipsadidae) is presented, with a juvenile collected and photographic …

Specimen Outlining: A Computational Archival Science Approach

DE Breen, A Senin, A Levere, J Pepper… - … Conference on Big …, 2023 - ieeexplore.ieee.org
Computational archival science (CAS) provides new pathways for research. Biologists, for
example, can perform scientific studies by applying AI/ML to digital biological specimen …

Analysis of bycatch patterns in four northeastern USA trawl fisheries

R Riedel - Journal of Northwest Atlantic Fishery Science, 2023 - par.nsf.gov
Discards from commercial fisheries have been linked to detrimental effects on ecosystems
and stocks of living marine resources. Understanding spatial and temporal patterns of …