Aug 2026· Applications in Plant Sciences· 0 citations· 35 references
Medicine
TL;DR
The R package BarnebyLives was developed to assist collectors by supplementing collection notes, verifying taxonomic data, conducting quality checks, generating labels, and submitting digital records to significantly reduce the time and effort required to accession herbarium specimens in the United States.
Abstract
Abstract Premise Accessioning herbarium specimens is labor intensive, yet remains vital for research in ecology, evolution, and conservation. As institutional support for herbaria declines, efficient tools are needed to streamline this process. The R package BarnebyLives was developed to assist collectors by supplementing collection notes, verifying taxonomic data, conducting quality checks, generating labels, and submitting digital records. Methods and Results BarnebyLives integrates geospatial data from U.S. government sources to provide jurisdictional and site information and checks taxonomic names using in‐house spell checkers, International Plant Names Index (IPNI) author standards, and Kew's Plants of the World Online. Optional features include generating Google Maps driving directions. The tool outputs data in tabular and spatial formats for review before producing LaTeX‐based labels and shipping manifests. Conclusions BarnebyLives improves data accuracy, ensures up‐to‐date taxonomy, and significantly reduces the time and effort required to accession herbarium specimens in the United States.
Abstract Premise Advances in the digitization of herbarium collections are enabling open access to specimen data for research and conservation. In Brazil, the Herbário Virtual Reflora (HVR) hosts over 4.8 million high‐resolution images of botanical specimens and their associated data from 86 national and international...
Carlos Calderón del Cid, A. F. Versiane, P. Leitman et al.· Applications in Plant Scienc...· 0 citations
datamuseum
(R package ver 0.1.0) is a newly published R Package which provides accessible management and refinement of biological specimen data through dedicated taxonomic and spatial data utilities to researchers at all levels of coding and taxonomy.
datamuseum
provides users with a robust taxonomic validation ba...
Bryson Yerik Torgovitsky, C. Ames· Frontiers in Marine Science· 0 citations
Herbarium specimens are physical, verifiable records that form the basis of taxonomic knowledge and biodiversity research. Their large-scale digitization has produced extensive collections of high-resolution images and associated specimen metadata, creating conditions in which artificial intelligence (AI) can play an i...
Atsuko Takano, Hyeonji Moon, Masato Shirai et al.· Journal of plant research· 0 citations
By automating the extraction of structured metadata from complex, heterogeneous labels, HERBIOME reduces transcription burden, enables the construction of paired image-text datasets that faithfully capture specimen individuality, which is a prerequisite for next-generation multimodal biodiversity AI systems.
Hiba Abbad, Hanane Ariouat, Eva Perez Pimparé et al.· 0 citations
Accurate taxonomy, including species identification and naming, underpins ecological inference, yet taxonomic information in ecological datasets is often inconsistently recorded or weakly standardized. With the increasing integration of ecological datasets across taxa and regions, datasets with poor taxonomic practices...
Renato A. Ferreira de Lima, G. S. Grittz, M. F. Fernandes et al.· New Phytologist· 0 citations
The results show that a small expert-validated fine-tuning set suffices to convert handwritten pottery documentation into structured, searchable metadata ready for archaeological databases, and LoRA fine-tuning on just 57 samples closes the domain gap.
Gissu Valentina Naghavi, Dominik Hagmann, M. Kampel et al.· 0 citations
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