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Machine learning for image based species identification
There is no description for this Scholarly-article
- Language: eng
- Metadata Creation Date: 2025-12-12
- Resource Date Published: 2018-08-13
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Georreferenciación de localidades: Una guía de referencia para colecciones biológicas
This publication provides a detailed guide to georeferencing, outlining common scenarios and practical approaches for each. It explains how to assess spatial uncertainty and...- Language: spa
- Metadata Creation Date: 2025-11-14
- Resource Date Published: 2016-07-16
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Calidad de Datos. Guía de herramientas para mejorar los datos primarios de...
This report introduces several tools to improve the data quality of biodiversity data. They make examples using Formulas in Excel and share templates with pre-worked formulas....- Language: spa
- Metadata Creation Date: 2025-11-12
- Resource Date Published: 2015-06-12
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Rapid imaging in the field followed by photogrammetry digitally captures the...
Describes protocols for capturing images of plant specimens in the field while samples are fresh. It incorporates customized 3D modeling techniques.
- Metadata Creation Date: 2025-05-22
- Resource Date Published: 2023-10-16
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Sharing data, caring for collections. Open data on collection agents...
There is no description for this Scholarly-article
- Language: eng
- Metadata Creation Date: 2025-10-17
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Developing responsible AI practices at the Smithsonian Institution
In this article, the authors share their conclusions of their exploration of the potential advantages and perils of using AI in collections. They declare statements of best...- Language: eng
- Metadata Creation Date: 2025-10-16
- Resource Date Published: 2023-10-25
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Towards a scientific workflow featuring Natural Language Processing for the...
In this article, the authors explore the feasibility of using natural language processing (NLP) on top of optical character recognition (OCR) to assist the transcription of...- Language: eng
- Metadata Creation Date: 2025-10-16
- Resource Date Published: 2020-08-28
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Research and development in robotics with potential to automate handling of...
In this article, the authors explore the robotics landscape and reflect on the potential uses in biological collections for digitization and storage purposes.- Language: eng
- Metadata Creation Date: 2025-10-16
- Resource Date Published: 2020-11-27
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Extracting specimen label data rapidly with a smartphone—a great help for...
This article provides a tutorial on using smartphones to aid in the process of capturing label information from specimens. Use the phone to take images of the labels and use the...- Language: eng
- Metadata Creation Date: 2025-10-16
- Resource Date Published: 2025-03-26
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DIGIT-KEY: an aid towards uniform 2D+ and 3Ddigitisation techniques within...
The authors introduce a resource called DIGIT-KEY that serves as a guide on what hardware and workflow are appropriate according to the needs of the collection and the type of...- Language: eng
- Metadata Creation Date: 2025-10-16
- Resource Date Published: 2025-02-26
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A reproducible workflow for the creation of digital twins in the cultural...
The article covers the creation of a reproducible workflow for creating 3D models from objects in cultural heritage collections. The authors reflect on software and hardware...- Language: eng
- Metadata Creation Date: 2025-10-15
- Resource Date Published: 2025-07-30
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Minimum Record Recommendation for Museums and Collections (MDS v1.1)
This document offers guidelines on the most important fields that an online publication of a museum object should provide. The authors make suggestions on the smallest possible...- Language: eng
- Metadata Creation Date: 2025-10-15
- Resource Date Published: 2025-10-10
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Rapid 3D capture methods in biological collections and related fields
This report aims to provide an overview of the methods that have been used by the community for the creation of 3d models from specimens. It include overview of 3D digitization...- Language: eng
- Metadata Creation Date: 2025-10-15
- Resource Date Published: 2019-09-30
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Report on New Methods for Data Quality Assurance, Verification and Enrichment
There is no description for this Scholarly-article
- Language: eng
- Metadata Creation Date: 2025-10-10
- Resource Date Published: 2019-01-31
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Improved standardization of transcribed digital specimen data
The authors explore best practices and considerations when dealing with standardizing how transcribed data is maintained through time. They explore several possible approaches,...- Language: eng
- Metadata Creation Date: 2025-10-10
- Resource Date Published: 2019-12-09
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Methods for Automated Text Digitisation
In this report, the authors explore the landscape of tools and techniques that can be used to automate the data capture from text elements in specimens. They explore approaches...- Language: eng
- Metadata Creation Date: 2025-10-10
- Resource Date Published: 2019-01-31
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Inventory of criteria for prioritization of digitisation of collections...
The authors analyze surveys sent to biodiversity-focused collection institutions to develop a strategy of prioritization for the digitization of collections. This strategy aims...- Language: eng
- Metadata Creation Date: 2025-10-10
- Resource Date Published: 2018-07-31
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Focus stacking: Comparing commercial top-end set-ups with a semi-automatic...
In this article, the authors compare the efficiency and quality of images produced by different hardware settings and software packages for focus stacking.- Language: eng
- Metadata Creation Date: 2025-10-06
- Resource Date Published: 2014-12-16
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Natural History Collections Imaging Survey Report. Current imaging practices...
Survey that aimed to find out the existing guidelines and recommendations for imaging natural history collections that have been adopted and used by the community. -
Five task clusters that enable efficient and effective digitization of...
This publication provides a base for thinking about a digitization project to be categorized into groups tasks which are referred as task clusters.