cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18428883
title: ALMASI Registry of Training Resources and Classification Schema. Dataset

description: This record contains Version 1 (V1) of the ALMASI Registry of Training Resources and Classification Schema, a curated dataset documenting training materials relevant to scholarly publishing, Open Science, and the Diamond Open Access ecosystem, which constitutes Milestone 4 (M4) of the ALMASI Project.

The deposit includes two files:

1. Registry of Training Resources (Excel dataset)

File: Registry_of_training_resources_and_classification_schema_V1.xlsx

This spreadsheet provides a structured catalogue of training resources collected across multiple international platforms, infrastructures, and institutional initiatives. Each entry is described using a harmonised metadata schema that includes:



Master resource title, sub‑component, URL, and identifier

Brief description and resource level

Applicability (books, journals, or both)

Regional coverage (Europe, Africa, Latin America & the Caribbean, or global)

Resource type and file format

Target audience

DOAS subject areas and learning topics

Languages (original and translated)

Licensing information

Authorship, ownership, publisher, and publication date

Relevant stakeholder roles

Additional comments


The structure and definitions of all fields follow the methodological specifications provided in Annex I – Methodological Datasheet for the Collection and Description of Training Resources, and also take into account Annex II – Additional Metadata to Capture Training Practices, both of which are described in the ALMASI Registry of Training Resources and Classification Schema. Descriptive Document (Zenodo, https://doi.org/10.5281/zenodo.18430310).

2. README (documentation file)

File: README_ALMASI_Training_Registry_V1

The README provides full documentation for the dataset, including:



An overview of the purpose and scope of the registry

A complete list of metadata fields and summary definitions

A detailed description of the methodology used for data collection, harmonisation, and quality assurance (based on Annex I)

Licensing notes

Suggested citation format

Contact information


Purpose of the Dataset

This dataset supports:



Mapping the global training landscape related to Diamond Open Access and Open Science

Identifying skill gaps across key stakeholder groups (journal managers, editors, reviewers, authors, researchers)

Developing capacity‑building strategies and training pathways in ALMASI WP3

Enhancing the interoperability and reusability of training resources across projects and communities


Licensing

Licensing of this deposit corresponds to the licence selected in Zenodo.Licences appearing inside the spreadsheet refer only to the external resources described, not to the dataset as a whole.

Suggested Citation

ALMASI Consortium (2026). Registry of Training Resources and Classification Schema (Version 1). Zenodo. DOI: https://doi.org/10.5281/zenodo.18428884.
DOI: 10.25549/rbm-c58-2165
title: Horse Hansel cantering, bareback with rider

description: Horse Hansel cantering, bareback with rider. This is plate 615, captioned "'Hansel' cantering, bareback" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-2170
title: Horse Hansel cantering, bareback with rider

description: Horse Hansel cantering, bareback with rider. This is plate 615, captioned "'Hansel' cantering, bareback" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.18127846
title: Linked collectors and determiners for: A New Species of Thomasomys (Rodentia: Muridae) from Eastern Ecuador, with Remarks on Mammalian Diversity and Biogeography in the Cordillera Oriental.

description: Natural history specimen data linked to collectors and determiners held within, "A New Species of Thomasomys (Rodentia: Muridae) from Eastern Ecuador, with Remarks on Mammalian Diversity and Biogeography in the Cordillera Oriental". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/f4c2f80e-4917-4b5b-9415-0ee6377973ce using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/f4c2f80e-4917-4b5b-9415-0ee6377973ce. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18697678
title: Linked collectors and determiners for: A New Species of Thomasomys (Rodentia: Muridae) from Eastern Ecuador, with Remarks on Mammalian Diversity and Biogeography in the Cordillera Oriental.

description: Natural history specimen data linked to collectors and determiners held within, "A New Species of Thomasomys (Rodentia: Muridae) from Eastern Ecuador, with Remarks on Mammalian Diversity and Biogeography in the Cordillera Oriental". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/f4c2f80e-4917-4b5b-9415-0ee6377973ce using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/f4c2f80e-4917-4b5b-9415-0ee6377973ce. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-2158
title: Horse Hansel cantering, bareback with rider

description: Horse Hansel cantering, bareback with rider. This is plate 615, captioned "'Hansel' cantering, bareback" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.18697680
title: Linked collectors and determiners for: Contribution to the taxonomy of Oxytrigona Cockerell, 1917 (Apidae, Meliponini).

description: Natural history specimen data linked to collectors and determiners held within, "Contribution to the taxonomy of Oxytrigona Cockerell, 1917 (Apidae, Meliponini)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/f6c6d2dc-7b98-413c-b436-812f289c81e5 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/f6c6d2dc-7b98-413c-b436-812f289c81e5. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18127848
title: Linked collectors and determiners for: Contribution to the taxonomy of Oxytrigona Cockerell, 1917 (Apidae, Meliponini).

description: Natural history specimen data linked to collectors and determiners held within, "Contribution to the taxonomy of Oxytrigona Cockerell, 1917 (Apidae, Meliponini)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/f6c6d2dc-7b98-413c-b436-812f289c81e5 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/f6c6d2dc-7b98-413c-b436-812f289c81e5. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-2163
title: Horse Hansel cantering, bareback with rider

description: Horse Hansel cantering, bareback with rider. This is plate 615, captioned "'Hansel' cantering, bareback" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-2238
title: Horse Daisy cantering, saddled with rider

description: Horse Daisy cantering, saddled with rider. This is plate 616, captioned "'Daisy' cantering, saddled" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-5147
title: Buffalo galloping

description: Buffalo galloping. This is plate 700, captioned "Buffalo galloping" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.18127850
title: Linked collectors and determiners for: Small-eared shrews (Mammalia, Cryptotis) in the Neotropical region.

description: Natural history specimen data linked to collectors and determiners held within, "Small-eared shrews (Mammalia, Cryptotis) in the Neotropical region". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/004d2940-48cc-4d6f-9b49-59c6b5dac421 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/004d2940-48cc-4d6f-9b49-59c6b5dac421. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18697684
title: Linked collectors and determiners for: Small-eared shrews (Mammalia, Cryptotis) in the Neotropical region.

description: Natural history specimen data linked to collectors and determiners held within, "Small-eared shrews (Mammalia, Cryptotis) in the Neotropical region". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/004d2940-48cc-4d6f-9b49-59c6b5dac421 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/004d2940-48cc-4d6f-9b49-59c6b5dac421. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-5157
title: Buffalo galloping

description: Buffalo galloping. This is plate 700, captioned "Buffalo galloping" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-5155
title: Buffalo galloping

description: Buffalo galloping. This is plate 700, captioned "Buffalo galloping" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.13980608
title: Linked collectors and determiners for: Re-curation of the Myriapoda collection in the Lyman Entomological Museum.

description: Natural history specimen data linked to collectors and determiners held within, "Re-curation of the Myriapoda collection in the Lyman Entomological Museum". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/282f4a0d-94cd-48e4-b560-4913885d5c8e using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/282f4a0d-94cd-48e4-b560-4913885d5c8e. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18697685
title: Linked collectors and determiners for: Re-curation of the Myriapoda collection in the Lyman Entomological Museum.

description: Natural history specimen data linked to collectors and determiners held within, "Re-curation of the Myriapoda collection in the Lyman Entomological Museum". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/282f4a0d-94cd-48e4-b560-4913885d5c8e using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/282f4a0d-94cd-48e4-b560-4913885d5c8e. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-5166
title: Gnu walking

description: Gnu walking. This is plate 701, captioned "Gnu walking" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.17831951
title: FutuRaM - Composition - Raw Data - Slags and Ashes

description: The dataset consists of collected raw data for composition of different slags and ashes. The dataset contains two different sheets with the first displaying composition as found in the sources and the second displaying the composition with slight editing incl. harmonization of unit of measurement (to wt%) and transformation of compounds into elements.

V2: addition of intro and overview page and second data sheet
DOI: 10.5281/zenodo.18697603
title: FutuRaM - Composition - Raw Data - Slags and Ashes

description: The dataset consists of collected raw data for composition of different slags and ashes. The dataset contains two different sheets with the first displaying composition as found in the sources and the second displaying the composition with slight editing incl. harmonization of unit of measurement (to wt%) and transformation of compounds into elements.

V2: addition of intro and overview page and second data sheet
DOI: 10.25549/rbm-c58-5170
title: Gnu walking

description: Gnu walking. This is plate 701, captioned "Gnu walking" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.18697686
title: Linked collectors and determiners for: Predatory midges of the genus Schizohelea Kieffer, 1917 in Europe and North Africa (Diptera: Ceratopogonidae).

description: Natural history specimen data linked to collectors and determiners held within, "Predatory midges of the genus Schizohelea Kieffer, 1917 in Europe and North Africa (Diptera: Ceratopogonidae)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/37a2cc97-807b-44dd-aea3-fb44ff2672ca using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/37a2cc97-807b-44dd-aea3-fb44ff2672ca. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18127853
title: Linked collectors and determiners for: Predatory midges of the genus Schizohelea Kieffer, 1917 in Europe and North Africa (Diptera: Ceratopogonidae).

description: Natural history specimen data linked to collectors and determiners held within, "Predatory midges of the genus Schizohelea Kieffer, 1917 in Europe and North Africa (Diptera: Ceratopogonidae)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/37a2cc97-807b-44dd-aea3-fb44ff2672ca using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/37a2cc97-807b-44dd-aea3-fb44ff2672ca. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-4090
title: Horse Zoo ambling, irregular, saddled with rider

description: Horse Zoo ambling, irregular, saddled with rider. This is plate 668, captioned "'Zoo' ambling, irregular, saddled; a boy riding" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-4092
title: Horse Zoo ambling, irregular, saddled with rider

description: Horse Zoo ambling, irregular, saddled with rider. This is plate 668, captioned "'Zoo' ambling, irregular, saddled; a boy riding" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.18697691
title: Linked collectors and determiners for: Taxonomic revision of Rhynchosia Lour. (Leguminosae, Papilionoideae, Phaseoleae) in South America.

description: Natural history specimen data linked to collectors and determiners held within, "Taxonomic revision of Rhynchosia Lour. (Leguminosae, Papilionoideae, Phaseoleae) in South America". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/3ac6d8fb-0a55-4235-8043-58aff9c5a90d using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/3ac6d8fb-0a55-4235-8043-58aff9c5a90d. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.13980610
title: Linked collectors and determiners for: Taxonomic revision of Rhynchosia Lour. (Leguminosae, Papilionoideae, Phaseoleae) in South America.

description: Natural history specimen data linked to collectors and determiners held within, "Taxonomic revision of Rhynchosia Lour. (Leguminosae, Papilionoideae, Phaseoleae) in South America". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/3ac6d8fb-0a55-4235-8043-58aff9c5a90d using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/3ac6d8fb-0a55-4235-8043-58aff9c5a90d. Formatted as a Frictionless Data package.
DOI: 10.15468/dl.vfzay8
title: Occurrence Download

description: A dataset containing 5128 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ephemera glaucops"
 ]
}

 The dataset includes 5128 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029364-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/rbm-c58-4093
title: Horse Zoo ambling, irregular, saddled with rider

description: Horse Zoo ambling, irregular, saddled with rider. This is plate 668, captioned "'Zoo' ambling, irregular, saddled; a boy riding" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.15468/dl.xzz2gg
title: Occurrence Download

description: A dataset containing 42973 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pelagostrobilidium",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 42973 records from 184 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029363-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/rbm-c58-4178
title: Ox walking

description: Ox walking. This is plate 669, captioned "Ox walking" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-4169
title: Ox walking

description: Ox walking. This is plate 669, captioned "Ox walking" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.18127856
title: Linked collectors and determiners for: Morphological and environmental variation within Hibiscus krichauffianus (Malvaceae), and the recognition of two new species, H. verecundus and H. calcareus.

description: Natural history specimen data linked to collectors and determiners held within, "Morphological and environmental variation within Hibiscus krichauffianus (Malvaceae), and the recognition of two new species, H. verecundus and H. calcareus". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/45893a38-17f2-4bba-9122-80a3c65ea551 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/45893a38-17f2-4bba-9122-80a3c65ea551. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18697694
title: Linked collectors and determiners for: Morphological and environmental variation within Hibiscus krichauffianus (Malvaceae), and the recognition of two new species, H. verecundus and H. calcareus.

description: Natural history specimen data linked to collectors and determiners held within, "Morphological and environmental variation within Hibiscus krichauffianus (Malvaceae), and the recognition of two new species, H. verecundus and H. calcareus". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/45893a38-17f2-4bba-9122-80a3c65ea551 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/45893a38-17f2-4bba-9122-80a3c65ea551. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-2241
title: Horse Daisy cantering, saddled with rider

description: Horse Daisy cantering, saddled with rider. This is plate 616, captioned "'Daisy' cantering, saddled" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-2249
title: Horse Daisy cantering, saddled with rider

description: Horse Daisy cantering, saddled with rider. This is plate 616, captioned "'Daisy' cantering, saddled" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.13980614
title: Linked collectors and determiners for: MCP-Peixes - Coleção de Peixes.

description: Natural history specimen data linked to collectors and determiners held within, "MCP-Peixes - Coleção de Peixes". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/5c3f06f2-561d-41c9-8fe2-1a4b5f3ef9e0 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/5c3f06f2-561d-41c9-8fe2-1a4b5f3ef9e0. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18697698
title: Linked collectors and determiners for: MCP-Peixes - Coleção de Peixes.

description: Natural history specimen data linked to collectors and determiners held within, "MCP-Peixes - Coleção de Peixes". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/5c3f06f2-561d-41c9-8fe2-1a4b5f3ef9e0 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/5c3f06f2-561d-41c9-8fe2-1a4b5f3ef9e0. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-2232
title: Horse Daisy cantering, saddled with rider

description: Horse Daisy cantering, saddled with rider. This is plate 616, captioned "'Daisy' cantering, saddled" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.