cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15156/bio/sh1378972.10fu
title: SH1378972.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1378973.10fu
title: SH1378973.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1378980.10fu
title: SH1378980.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15468/dl.h2fdw3
title: Occurrence Download

description: A dataset containing 2551985 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Insecta",
 "Year is 2023",
 "Month is July"
 ]
}

 The dataset includes 2551985 records from 835 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008719-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.64mqth
title: Occurrence Download

description: A dataset containing 4310 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Observation, Human Observation, Machine Observation, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Eulithis testata (Linnaeus, 1761)"
 ]
}

 The dataset includes 4310 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008734-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7nmuzd
title: Occurrence Download

description: A dataset containing 1276081 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Insecta",
 "Year is 2023",
 "Month is September"
 ]
}

 The dataset includes 1276081 records from 579 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008725-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15313020
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250430s Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250430s Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.15313021
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250430s Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250430s Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.15468/dl.rc79u6
title: Occurrence Download

description: A dataset containing 361 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Black Flies (Diptera: Simuliidae) of South East Asia"
 ]
}

 The dataset includes 361 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008735-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cdbmyj
title: Occurrence Download

description: A dataset containing 1801 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Observation, Human Observation, Machine Observation, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Bugula neritina (Linnaeus, 1758)"
 ]
}

 The dataset includes 1801 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008736-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q2ewrw
title: Occurrence Download

description: A dataset containing 72 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "Geometry POLYGON((-72.41882 -35.56379,-72.40977 -35.58758,-72.38087 -35.59092,-72.36975 -35.5618,-72.39552 -35.54634,-72.41882 -35.56379))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 72 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008738-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15313030
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250430s Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250430s Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.15313031
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250430s Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250430s Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.15468/dl.9punvj
title: Occurrence Download

description: A dataset containing 484 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (El Salvador, Costa Rica, Mexico, Panama, Guatemala, Nicaragua, Belize, Honduras)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Citharexylum donnell-smithii Greenm."
 ]
}

 The dataset includes 484 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008737-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kqennh
title: Occurrence Download

description: A dataset containing 735 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Observation, Human Observation, Machine Observation, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Ophonus ardosiacus (Lutshnik, 1922)"
 ]
}

 The dataset includes 735 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008739-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d52yhb
title: Occurrence Download

description: A dataset containing 1908 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Observation, Human Observation, Machine Observation, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Pterostichus madidus (Fabricius, 1775)"
 ]
}

 The dataset includes 1908 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008741-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z9da2v
title: Occurrence Download

description: A dataset containing 4262 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Penaeus monodon Fabricius, 1798"
 ]
}

 The dataset includes 4262 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001090-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/442p-c583
title: "Goa cashew apple maturity grading"

description: "Images were collected manually using mobile phone cameras from two farms located in different regions. This introduces natural variance in lighting, soil, and background. Farm 1: Heera Recreation & Entertainment in Casarvane VP, Cansarvornem, Goa (Lat 15.704596\u00b0 and Long 73.877316\u00b0). Farm 2: Mavlankar\u2019s Cashew Plantation in Fakir patha, Goa (Lat 15.760858\u00b0 and Long 73.885091\u00b0). Each image is labelled manually according to the visible maturity stage: Unripe: Green, hard, small cashew apples. Ripe: Bright red\/orange-yellow, medium firmness. Overripe: Dark, soft, may show wrinkles or spots."
DOI: 10.15468/dl.j7nzy5
title: Occurrence Download

description: A dataset containing 1869752 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Copestylum simile Giglio-Tos, 1892, Graphocephala flavovittata Metcalf, 1955, Asphaera abdominalis (Chevrolat, 1835), Heliocybe sulcata (Berk.) Redhead & Ginns, Campylotes histrionicus Westwood, 1839, Cirrochroa aoris Doubleday, 1847, Burnsius philetas, Centris caymanensis Vivallo, 2014, Anodorhynchus glaucus (Vieillot, 1816), Hendersonia calamovilfae Petr., Cerodontha muscina (Meigen, 1830), Ustilago scrobiculata Liro, Epichloe baconii J.F.White, Diplocolenus sichotanus Anufriev, 1971, Ederranus sachalinensis (Matsumura, 1911), Promachus rufipes (Fabricius, 1775), Paraxenos lugubris (Pierce, 1908), Ustilago corcontica (Bubák) Liro, Criomorphus moestus (Boheman, 1847), Criomorphus borealis (Sahlberg, 1871), Paraliburnia clypealis (Sahlberg, 1871), Streptanus ogumae (Matsumura, 1911), Pseudodelphacodes flaviceps (Fieber, 1866), Psammotettix unciger Ribaut, 1938, Chlorotettix unicolor (Fitch, 1851), Chlorotettix tergatus (Fitch, 1851), Sorhoanus caricis (Gillette & Baker, 1895), Draeculacephala noveboracensis (Fitch, 1851), Lebradea flavovirens (Gillette & Baker, 1895), Philaenarcys bilineata (Say, 1830), Oligia latruncula (Denis & Schiffermüller), 1775, Elymana kozhevnikovi (Zakhvatkin, 1938), Arthaldeus arenarius Remane, 1960, Balclutha calamagrostis Ossiannilsson, 1961, Neophilaenus albipennis (Fabricius, 1798), Stiroma lenensis Emeljanov, 1976, Criomorphus inconspicuus (Uhler, 1877), Arthaldeus dolens Emeljanov, 1966, Endria nebulosa (Ball, 1900), Thamnotettix confinis (Zetterstedt, 1828), Paluda praecursor Anufriev, 1971, Macustus grisescens (Zetterstedt, 1828), Sorhoanus ribauti (Emeljanov, 1966), Psammotettix dealbatus Emeljanov, 1964, Dikraneura aridella (Sahlberg, 1871), Amplicephalus osborni (Van Duzee, 1892), Lasiurus borealis (Müller, 1776), Golovinomyces calceolariae Havryl., S.Takam. & V.P.Heluta, Selamorpha variegata Campodonico, 2018, Accipiter striatus Vieillot, 1808)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1869752 records from 768 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001082-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gmxwp9
title: Occurrence Download

description: A dataset containing 136695 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Colibri cyanotus (Bourcier, 1843)"
 ]
}

 The dataset includes 136695 records from 109 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001093-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/52f4-pg34
title: "Empirical LTE Air-to-Ground (A2G) Channel Measurement Dataset for Cellular-Connected UAVs"

description: "This dataset contains empirical measurements obtained through extensive aerial drive tests conducted in an operational Long-Term Evolution (LTE) cellular network environment, specifically designed for cellular-connected unmanned aerial vehicles (UAVs). The collected data comprises approximately 11,060 rigorously filtered samples, originally extracted from over 95,000 raw measurements, encompassing critical network parameters including Reference Signal Received Power (RSRP), Reference Signal Received Quality (RSRQ), Received Signal Strength Indicator (RSSI), and Path Loss (PL). Each measurement is accompanied by detailed metadata such as log-transformed 3D and 2D propagation distances, azimuth angles, and elevation angles, providing comprehensive spatial context. This dataset serves as a robust foundation for developing and validating advanced machine learning-based 3D channel propagation models, contributing significantly to research and practical deployments involving UAV-integrated wireless communication systems."
DOI: 10.5281/zenodo.14912361
title: Characterizing Spatial Variability of Soil Organic Carbon through Improved Machine Learning Modeling with In-situ Data Resampling: A Case Study in Alaska
DOI: 10.5281/zenodo.15275312
title: Characterizing Spatial Variability of Soil Organic Carbon through Improved Machine Learning Modeling with In-situ Data Resampling: A Case Study in Alaska
DOI: 10.15468/dl.rsrtkj
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aramidopsis plateni (W.Blasius, 1886)"
 ]
}

 The dataset includes 32 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001098-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w4y8px
title: Occurrence Download

description: A dataset listing the 51603 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "GadmGid is IDN",
 "Geometry POLYGON((77.09247 -18.55635,154.90753 -18.55635,154.90753 12.55635,77.09247 12.55635,77.09247 -18.55635))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia"
 ]
}

 The dataset's 51603 records were derived from 744 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001099-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/rbm-c58-2290
title: Horse Middleton cantering, saddled with rider

description: Horse Middleton cantering, saddled with rider. This is plate618, captioned "'Middleton' 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.18697677
title: Linked collectors and determiners for: Discovery of the Palearctic species Neaylax verbenacus (Nieves-Aldrey, 1988) (Hymenoptera: Cynipidae: Aulacideini) in Manitoba, Canada.

description: Natural history specimen data linked to collectors and determiners held within, "Discovery of the Palearctic species Neaylax verbenacus (Nieves-Aldrey, 1988) (Hymenoptera: Cynipidae: Aulacideini) in Manitoba, Canada". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/f12aec02-80ad-40da-8c99-59d89acf91af using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/f12aec02-80ad-40da-8c99-59d89acf91af. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-2337
title: Horse Middleton cantering, saddled with rider

description: Horse Middleton cantering, saddled with rider. This is plate 619, captioned "'Middleton' 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.13980606
title: Linked collectors and determiners for: Discovery of the Palearctic species Neaylax verbenacus (Nieves-Aldrey, 1988) (Hymenoptera: Cynipidae: Aulacideini) in Manitoba, Canada.

description: Natural history specimen data linked to collectors and determiners held within, "Discovery of the Palearctic species Neaylax verbenacus (Nieves-Aldrey, 1988) (Hymenoptera: Cynipidae: Aulacideini) in Manitoba, Canada". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/f12aec02-80ad-40da-8c99-59d89acf91af using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/f12aec02-80ad-40da-8c99-59d89acf91af. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-2333
title: Horse Middleton cantering, saddled with rider

description: Horse Middleton cantering, saddled with rider. This is plate 619, captioned "'Middleton' 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.18428884
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.