cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.93p39j
title: Occurrence Download

description: A dataset containing 11554 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lolium multiflorum",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11554 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027128-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j7y55s
title: Occurrence Download

description: A dataset containing 2687 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lolium multiflorum",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2687 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027129-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16310047
title: Digitale Kompetenzprofile in der Pflege: Clusteranalytischer Ansatz für zielgruppenspezifische Fortbildungsmaßnahmen
title: Digital competence profiles in nursing: Cluster analysis approach for target group-specific training measures

description: Im Rahmen eines Webinars wurden 194 Personen mittels Selbsteinschätzung entlang der fünf DigComp-Dimensionen der Europäischen Union befragt. Zusätzlich wurde eine offene Validierungsfrage zur eingesetzten Suchstrategie integriert. Die Auswertung erfolgte mittels Two-Step-Clusteranalyse, t-Tests und qualitativer Inhaltsanalyse. Der Originaldatensatz, die SPSS-Syntax sowie das Outcome des t-Tests kann hier auf Anfrage runter geladen werden.
DOI: 10.5281/zenodo.16310048
title: Digitale Kompetenzprofile in der Pflege: Clusteranalytischer Ansatz für zielgruppenspezifische Fortbildungsmaßnahmen
title: Digital competence profiles in nursing: Cluster analysis approach for target group-specific training measures

description: Im Rahmen eines Webinars wurden 194 Personen mittels Selbsteinschätzung entlang der fünf DigComp-Dimensionen der Europäischen Union befragt. Zusätzlich wurde eine offene Validierungsfrage zur eingesetzten Suchstrategie integriert. Die Auswertung erfolgte mittels Two-Step-Clusteranalyse, t-Tests und qualitativer Inhaltsanalyse. Der Originaldatensatz, die SPSS-Syntax sowie das Outcome des t-Tests kann hier auf Anfrage runter geladen werden.
DOI: 10.15468/dl.hpfgr5
title: Occurrence Download

description: A dataset containing 720 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aegilops bicornis"
 ]
}

 The dataset includes 720 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027127-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15629647
title: Designing For Flow: How Baffle Geometry Shapes Wood Accumulation In Fishways (Supplementary Materials)

description: These research data present supplementary statistical results associated with the study Designing For Flow: How Baffle Geometry Shapes Wood Accumulation In Fishways.

The transport and accumulation of woody debris in watercourses play a significant role in shaping river morphology and supporting ecosystem functioning. However, these processes can also pose a threat to hydraulic infrastructure. Accumulation is particularly problematic in fish passes, where it reduces hydraulic capacity and impedes the migration of aquatic organisms. This study experimentally investigated how the shape of fish pass baffles influences debris retention and how log length affects blockage susceptibility. Two configurations were tested: one with rectangular baffles and another with rounded ones. The results showed that log length had a statistically significant effect on the accumulation rate (Effective Accumulation, EA), with larger logs more likely to be retained in both configurations. The highest EA was observed for large logs in the rectangular variant (EA = 0.51), followed by the rounded variant (EA = 0.33). Small logs exhibited minimal accumulation (EA ≈ 0.04–0.05), and no significant differences between shapes were found in this class. Although the total EA was higher for the rectangular configuration (EA = 0.24) than for the rounded one (EA = 0.16), this difference was not statistically significant, highlighting the need for more detailed spatial and size-based analyses. The jamming effect was also observed, where newly introduced logs accumulated on previously retained ones, reinforcing the blockage over time. These findings suggest that both baffle geometry and log size are critical factors influencing debris retention in fish passes and should be carefully considered in their design to balance ecological and hydraulic functions.

The dataset includes results of the statistical analysis performed in R software and comprises executable code, console outputs, and a brief usage instruction. These materials ensure full transparency and reproducibility of the analytical procedures.
DOI: 10.5281/zenodo.15763485
title: Designing For Flow: How Baffle Geometry Shapes Wood Accumulation In Fishways (Supplementary Materials)

description: These research data present supplementary statistical results associated with the study Designing For Flow: How Baffle Geometry Shapes Wood Accumulation In Fishways.

The transport and accumulation of woody debris in watercourses play a significant role in shaping river morphology and supporting ecosystem functioning. However, these processes can also pose a threat to hydraulic infrastructure. Accumulation is particularly problematic in fish passes, where it reduces hydraulic capacity and impedes the migration of aquatic organisms. This study experimentally investigated how the shape of fish pass baffles influences debris retention and how log length affects blockage susceptibility. Two configurations were tested: one with rectangular baffles and another with rounded ones. The results showed that log length had a statistically significant effect on the accumulation rate (Effective Accumulation, EA), with larger logs more likely to be retained in both configurations. The highest EA was observed for large logs in the rectangular variant (EA = 0.51), followed by the rounded variant (EA = 0.33). Small logs exhibited minimal accumulation (EA ≈ 0.04–0.05), and no significant differences between shapes were found in this class. Although the total EA was higher for the rectangular configuration (EA = 0.24) than for the rounded one (EA = 0.16), this difference was not statistically significant, highlighting the need for more detailed spatial and size-based analyses. The jamming effect was also observed, where newly introduced logs accumulated on previously retained ones, reinforcing the blockage over time. These findings suggest that both baffle geometry and log size are critical factors influencing debris retention in fish passes and should be carefully considered in their design to balance ecological and hydraulic functions.

The dataset includes results of the statistical analysis performed in R software and comprises executable code, console outputs, and a brief usage instruction. These materials ensure full transparency and reproducibility of the analytical procedures.
DOI: 10.5524/100366
title: Supporting data for "The genome of the Marco Polo Sheep (Ovis ammon polii)"

description: The Marco Polo Sheep (Ovis ammon polii), a subspecies of argali (Ovis ammon) which is distributed mainly in the Pamir Mountains, provides a mammalian model in which to study high-altitude adaptation mechanisms. Due to over-hunting and subsistence poaching, as well as competition with livestock and habitat loss, O. ammon has been categorized as an endangered species on several lists. It can have fertile offspring with sheep. Hence a high quality reference genome of the Marco Polo Sheep will be very helpful in conservation genetics and even in exploiting useful genes in sheep breeding.
<br>
A total of 1,022.43 Gb of raw reads resulting from whole-genome sequencing of a Marco Polo Sheep were generated using an Illumina HiSeq2000 platform. The final genome assembly (2.71 Gb), which has an N50 contig size of 30.7 Kb and a scaffold N50 of 5.49 Mb. The repeat sequences identified account for 46.72% of the genome and 20,336 protein-coding genes were predicted from the masked genome. Phylogenetic analysis indicated a close relationship between Marco Polo Sheep and the domesticated sheep, and the time of their divergence was approximately 2.36 million years ago (Mya). We identified 271 expanded gene families and 168 putative positively selected genes in the Marco Polo Sheep lineage.
<br>
We provide the first genome sequence and gene annotation for the Marco Polo Sheep. The availability of these resources will be of value in the future conservation of this endangered large mammal, for research into high-altitude adaptation mechanisms, for reconstructing the evolutionary history of the Caprinae and for the future conservation of the Marco Polo Sheep.
DOI: 10.15468/dl.27ad4z
title: Occurrence Download

description: A dataset containing 216 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fuchsia boliviana",
 "Country is New Zealand",
 "HasCoordinate is true"
 ]
}

 The dataset includes 216 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027131-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3wejqn
title: Occurrence Download

description: A dataset containing 52362 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lepomis gibbosus",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 52362 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027098-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3v387x
title: Occurrence Download

description: A dataset containing 9300 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Castilleja coccinea"
 ]
}

 The dataset includes 9300 records from 199 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027132-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q674pz
title: Occurrence Download

description: A dataset containing 35411 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ophrys lutea"
 ]
}

 The dataset includes 35411 records from 366 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027130-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h3ts6h
title: Occurrence Download

description: A dataset containing 773 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polygonatum verticillatum (L.) All.",
 "MediaType is Image",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 773 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001763-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.za27ux
title: Occurrence Download

description: A dataset containing 193447 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alisma L."
 ]
}

 The dataset includes 193447 records from 637 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009570-180824113759888/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.63phdx
title: Occurrence Download

description: A dataset containing 749 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Salticidae"
 ]
}

 The dataset includes 749 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0296996-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9e48zd
title: Occurrence Download

description: A dataset containing 21615 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Sightings Map of Invasive Plants in Portugal"
 ]
}

 The dataset includes 21615 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0324156-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qtfh9s
title: Occurrence Download

description: A dataset containing 1662 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Polytrichum commune Hedw.",
 "MediaType is Image",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 1662 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001771-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kmfb4p
title: Occurrence Download

description: A dataset containing 116295 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ulex europaeus L.",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 116295 records from 321 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009571-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cqp69q
title: Occurrence Download

description: A dataset containing 720 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2024",
 "Geometry POLYGON ((-130.7383528944533 -59.46314024951374, -130.7383528944533 32.71876227804215, -26.26729810228821 32.71876227804215, -26.26729810228821 -59.46314024951374, -130.7383528944533 -59.46314024951374))",
 "OccurrenceStatus is Present",
 "TaxonKey is Grallaricula ochraceifrons G.R.Graves, O'Neill & T.A.Parker, 1983"
 ]
}

 The dataset includes 720 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051305-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.68wc7d
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cycloramphus mirandaribeiroi Heyer, 1983"
 ]
}

 The dataset includes 17 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0296994-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.syz83r
title: Occurrence Download

description: A dataset containing 20066 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-68.58353 -39.05972,-68.53683 -39.13006,-68.29239 -39.00424,-68.19351 -39.00638,-68.05893 -39.01278,-68.00674 -38.99784,-67.99576 -38.96154,-68.07816 -38.97009,-68.19351 -38.94873,-68.24295 -38.96582,-68.29514 -38.95941,-68.58353 -39.05972))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 20066 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007914-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d43f6n
title: Occurrence Download

description: A dataset containing 2234 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Artemia Leach, 1819"
 ]
}

 The dataset includes 2234 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0315037-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vgr0rb
title: Occurrence Download

description: A dataset containing 10238 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 {
 "or" : [
 "Country is Australia",
 "Country is Brazil",
 "Country is Mexico",
 "Country is Costa Rica",
 "Country is Canada",
 "Country is Japan",
 "Country is Norway",
 "Country is Spain",
 "Country is Sweden"
 ]
 },
 "Year 1901-2018",
 "HasCoordinate is true",
 "TaxonKey is Triticum aestivum L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 10238 records from 93 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009577-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9qukfe
title: Occurrence Download

description: A dataset containing 281 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caloenas nicobarica nicobarica"
 ]
}

 The dataset includes 281 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033096-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4mt42u
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Saxifraga bergenioides C.Marquand",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 29 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0321330-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7fmypa
title: Occurrence Download

description: A dataset containing 185 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Miliusa tomentosa, Miliusa tomentosa, Miliusa montana tomentosa, Saccopetalum tomentosum, Uvaria tomentosa)"
 ]
}

 The dataset includes 185 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001109-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15156/bio/sh0163409.10fu
title: SH0163409.10FU

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/sh0163410.10fu
title: SH0163410.10FU

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/sh0163411.10fu
title: SH0163411.10FU

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: 10.5281/zenodo.17485468
title: RCA Phase II — Bayesian Identifiability Implementation (v2.4)

description: The RCA Phase II dataset (v2.4) represents the Bayesian Identifiability Implementation of the Resonant Continuum Approach (RCA Ω 2027). It extends the ΛCDM model through a dynamic resonant coupling between Dark Energy (DE) and Dark Matter (DM), formulated as Q(t) = β H ρ_DE sin(ωt + φ).

This release includes:- Full theoretical and statistical integration documents- Reviewer and audit guides under RSP-STAT v2.0- Verified checksum and FAIR metadata schema- Two conceptual figures (Resonant Continuum Cycle & Wavelet Posterior Map)- Authorship governed by the Anuminous Authorship Framework v2.1

The dataset ensures transparency, reproducibility, and falsifiability under the Aluminous Open Science Charter (2025 revision).
description: ---

### Authorship DeclarationAll RCA Phase II materials are verified and archived under the Anuminous Authorship Framework v2.1.  The Proxy A.I. Research Assistant represents the RCA Collective Working Group in an open, auditable, and ethical collaboration environment.