cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/y6q-g0t-3a2
title: Jungermannia L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ybl-xgw-y47
title: Bryobiotina Trevis.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/4hc-36w-any
title: Piper colubrinum Link

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/s7m-3xj-39b
title: Jungermannia L.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/ayg-sgb-qz0
title: Encalypta streptocarpa Hedw.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/d61-c7a-4m0
title: Espeletia hartwegiana Cuatrec. ex Herzog

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/kkt-1s9-31m
title: Pseudoleskeella catenulata (Brid. ex Schrad.) Kindb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.t8tcwy
title: Occurrence Download

description: A dataset containing 7080 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Treron waalia)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 7080 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072233-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/jym-1hl-ty7
title: Ocimum carnosum (Spreng.) Link & Otto ex Benth.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/2y0-mm8-ync
title: Distichium capillaceum (Hedw.) Bruch & Schimp.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/7cq-6dv-jee
title: Orthothecium intricatum (Hartm.) Schimp.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.95gnx3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amaranthus caudatus",
 "Country is Bosnia and Herzegovina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072235-250717081556266/datasets/export for details.
DOI: 10.3535/105-31m-l1h
title: Bryum Hedw.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/e29-061-awr
title: Oocephalus oppositiflorus (Schrank) Harley & J.F.B.Pastore

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.48hku3
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ludwigia peruviana",
 "Country is Dominican Republic",
 "HasCoordinate is true"
 ]
}

 The dataset includes 25 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072232-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/4ms-w6t-a9w
title: Crassula sieberiana subsp. sieberiana

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/f0m-pq4-13j
title: Schistidium apocarpum (Hedw.) Bruch & Schimp.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/xcw-ne9-kqv
title: Pedicularis acaulis Scop.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/2ba-d9d-2sc
title: Raphanus raphanistrum subsp. raphanistrum

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/v8e-1fz-b0b
title: Hamelia patens Jacq.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/lxr-4t3-acr
title: Cratoneuron filicinum (Hedw.) Spruce

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/14k-xnw-857
title: Homalothecium philippeanum (Spruce) Schimp.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.3535/f6n-ggq-4h1
title: Piper peepuloides Roxb.

description: Digital Specimen for the physical specimen hosted at University of Graz.
DOI: 10.15468/dl.ak2vtp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Mesoptychia sahlbergii)",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024860-260208012135463/datasets/export for details.
DOI: 10.25824/redu/gwnoxk
title: Perfil de resistência, propriedades antimicrobianas, potencial probiótico e parâmetros cinéticos de crescimento de bactérias do ácido lático isoladas de leite de vaca

description: O conjunto de dados trata-se de resultados obtidos de isolamento, caracterização e sequenciamento completo do genoma de bactérias do ácido lático isoladas de leite de vaca contendo curvas de crescimento, detecção de genes de resistência e parâmetros cinéticos de crescimento.
DOI: 10.6084/m9.figshare.31388602
title: Willingness to associate with ex prisoners: a survey of the student population

description: Criminological research shows that knowing someone who has been imprisoned often leads to more positive attitudes toward former prisoners. Yet it remains unclear whether this effect varies by crime type or by factors such as fear of victimization, perceived local crime levels, and personal victimization. Using survey data from 380 conveniently recruited university students in Azerbaijan, this study found that willingness to associate with former prisoners was lowest for those convicted of murder (M = 1.45, SD = .571), compared with theft (M = 1.33, SD = .494) and bribery (M = 1.46, SD = .624). Having a family member who is an ex‑prisoner significantly increased willingness to associate with someone convicted of murder, but not theft. Victimization was associated with greater willingness to associate across all crime types. Higher perceived neighborhood crime predicted greater willingness to associate with murder convicts, while fear of victimization predicted the same outcome for theft. Moderating effect was observed for corruption cases only, as having knowledge of a prisoner apparently removes the effect of perceived crime rate in a neighborhood, as all such students expressed similar attitudes.
DOI: 10.6084/m9.figshare.31388602.v1
title: Willingness to associate with ex prisoners: a survey of the student population

description: Criminological research shows that knowing someone who has been imprisoned often leads to more positive attitudes toward former prisoners. Yet it remains unclear whether this effect varies by crime type or by factors such as fear of victimization, perceived local crime levels, and personal victimization. Using survey data from 380 conveniently recruited university students in Azerbaijan, this study found that willingness to associate with former prisoners was lowest for those convicted of murder (M = 1.45, SD = .571), compared with theft (M = 1.33, SD = .494) and bribery (M = 1.46, SD = .624). Having a family member who is an ex‑prisoner significantly increased willingness to associate with someone convicted of murder, but not theft. Victimization was associated with greater willingness to associate across all crime types. Higher perceived neighborhood crime predicted greater willingness to associate with murder convicts, while fear of victimization predicted the same outcome for theft. Moderating effect was observed for corruption cases only, as having knowledge of a prisoner apparently removes the effect of perceived crime rate in a neighborhood, as all such students expressed similar attitudes.
DOI: 10.23664/ahri.surveillance.episodes.yragedel.hse.labour.partners
title: AHRI.Surveillance Episodes YrAgeDel_HSE_Labour_Partners
DOI: 10.15468/dl.qmxr6x
title: Occurrence Download

description: A dataset containing 84 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Living Specimen, Specimen)",
 "Country is Bhutan",
 "TaxonKey is Rhododendron kesangiae"
 ]
}

 The dataset includes 84 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002794-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4zzehm
title: Occurrence Download

description: A dataset containing 487 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aglaia edulis"
 ]
}

 The dataset includes 487 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002796-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.31388539.v1
title: <b>Artificial Intelligence Readiness in Pakistan’s Medical and Dental Education</b>

description: De-identified, participant-level survey dataset from a multi-institutional cross-sectional study of 501 MBBS and BDS students in Khyber Pakhtunkhwa, Pakistan, capturing AI knowledge, attitudes, practices, and perceived barriers.<br>
DOI: 10.6084/m9.figshare.31388539
title: <b>Artificial Intelligence Readiness in Pakistan’s Medical and Dental Education</b>

description: De-identified, participant-level survey dataset from a multi-institutional cross-sectional study of 501 MBBS and BDS students in Khyber Pakhtunkhwa, Pakistan, capturing AI knowledge, attitudes, practices, and perceived barriers.<br>
DOI: 10.15468/dl.8nhbjt
title: Occurrence Download

description: A dataset containing 22281 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Perdicula asiatica",
 "Year 2001-2026"
 ]
}

 The dataset includes 22281 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002795-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eubp3r
title: Occurrence Download

description: A dataset containing 315 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aglaia grandis"
 ]
}

 The dataset includes 315 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002797-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nxvey2
title: Occurrence Download

description: A dataset containing 143 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cinnamomum jensenianum"
 ]
}

 The dataset includes 143 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002800-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4121/8b6e7a99-c02c-4386-9469-db117556f5b6
title: Data underlying the publication: Bridging Knowledge and Practice: Passive Cooling Strategies and Professional Decision-Making in Panama’s Tropical Residential Design

description: In the tropical humid climate of Panama, built environment rely on mechanical air-conditioning system to cool interior spaces and chances to implement passive strategies are missed. Therefore, the perception of built environment professionals in this country were gathered trough an online survey to understand their knowledge about passive design strategies for cooling and limitation to implement this approach in their daily practice. The ethical approval of the questionnaire was obtained through the University of Greenwich. An invitation was sent to participant via email. Participation was voluntary and anonymous.
DOI: 10.4121/8b6e7a99-c02c-4386-9469-db117556f5b6.v1
title: Data underlying the publication: Bridging Knowledge and Practice: Passive Cooling Strategies and Professional Decision-Making in Panama’s Tropical Residential Design

description: In the tropical humid climate of Panama, built environment rely on mechanical air-conditioning system to cool interior spaces and chances to implement passive strategies are missed. Therefore, the perception of built environment professionals in this country were gathered trough an online survey to understand their knowledge about passive design strategies for cooling and limitation to implement this approach in their daily practice. The ethical approval of the questionnaire was obtained through the University of Greenwich. An invitation was sent to participant via email. Participation was voluntary and anonymous.
DOI: 10.15468/dl.83q462
title: Occurrence Download

description: A dataset containing 1958 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aglaia lawii"
 ]
}

 The dataset includes 1958 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002802-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14928854
title: Forex Exchange Rates Since 2004 (Updated Daily)
DOI: 10.5281/zenodo.18663776
title: COMET arXiv preprint author affiliation extraction and ROR ID matching results

description: # arXiv Author Affiliations

This dataset contains author affiliation data extracted from arXiv works, matched to Research Organization Registry (ROR) identifiers.

## Dataset Description

This dataset was generated from all arXiv works as of 2025/12. The source PDFs were converted to markdown using [markitdown](https://github.com/microsoft/markitdown), and author affiliations were then extracted using [cometadata/affiliation-parsing-lora-Qwen3-8B-distil-GLM_4.5_Air](https://huggingface.co/cometadata/affiliation-parsing-lora-Qwen3-8B-distil-GLM_4.5_Air). The extracted affiliations were matched to ROR IDs using the [single search matching strategy](https://doi.org/10.71938/zz90-g810) in the ROR API.

The dataset contains approximately 2.8 million arXiv papers with 12.1 million author-affiliation pairs, of which 75.8% were successfully matched to ROR identifiers. Approximately 10,000 works were excluded because they exceeded the context size of the model.

## Data Format

Each line is a JSON object with the following structure:

```json{  "arxiv_id": "arXiv:1109.3791",  "doi": "10.48550/arxiv.1109.3791",  "version": "v1",  "prediction": [    {      "name": "Author Name",      "affiliations": [        {          "affiliation": "Department of Computer Science, Example University",          "ror_id": "https://ror.org/example123"        }      ]    }  ]}```

### Fields

| Field | Description ||-------|-------------|| `arxiv_id` | arXiv identifier with prefix (e.g., `arXiv:1109.3791`) || `doi` | DOI derived from arXiv ID (e.g., `10.48550/arxiv.1109.3791`) || `version` | Paper version from arXiv (e.g., `v1`, `v2`) || `prediction` | Array of authors with their affiliations || `prediction[].name` | Author name as extracted from the paper || `prediction[].affiliations` | Array of affiliation objects || `prediction[].affiliations[].affiliation` | Raw affiliation text || `prediction[].affiliations[].ror_id` | ROR identifier URL, or `null` if no match found |
DOI: 10.5281/zenodo.18663775
title: COMET arXiv preprint author affiliation extraction and ROR ID matching results

description: # arXiv Author Affiliations

This dataset contains author affiliation data extracted from arXiv works, matched to Research Organization Registry (ROR) identifiers.

## Dataset Description

This dataset was generated from all arXiv works as of 2025/12. The source PDFs were converted to markdown using [markitdown](https://github.com/microsoft/markitdown), and author affiliations were then extracted using [cometadata/affiliation-parsing-lora-Qwen3-8B-distil-GLM_4.5_Air](https://huggingface.co/cometadata/affiliation-parsing-lora-Qwen3-8B-distil-GLM_4.5_Air). The extracted affiliations were matched to ROR IDs using the [single search matching strategy](https://doi.org/10.71938/zz90-g810) in the ROR API.

The dataset contains approximately 2.8 million arXiv papers with 12.1 million author-affiliation pairs, of which 75.8% were successfully matched to ROR identifiers. Approximately 10,000 works were excluded because they exceeded the context size of the model.

## Data Format

Each line is a JSON object with the following structure:

```json{  "arxiv_id": "arXiv:1109.3791",  "doi": "10.48550/arxiv.1109.3791",  "version": "v1",  "prediction": [    {      "name": "Author Name",      "affiliations": [        {          "affiliation": "Department of Computer Science, Example University",          "ror_id": "https://ror.org/example123"        }      ]    }  ]}```

### Fields

| Field | Description ||-------|-------------|| `arxiv_id` | arXiv identifier with prefix (e.g., `arXiv:1109.3791`) || `doi` | DOI derived from arXiv ID (e.g., `10.48550/arxiv.1109.3791`) || `version` | Paper version from arXiv (e.g., `v1`, `v2`) || `prediction` | Array of authors with their affiliations || `prediction[].name` | Author name as extracted from the paper || `prediction[].affiliations` | Array of affiliation objects || `prediction[].affiliations[].affiliation` | Raw affiliation text || `prediction[].affiliations[].ror_id` | ROR identifier URL, or `null` if no match found |
DOI: 10.15468/dl.wyrq6c
title: Occurrence Download

description: A dataset containing 553 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aglaia leptantha"
 ]
}

 The dataset includes 553 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002803-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eupdck
title: Occurrence Download

description: A dataset containing 7383 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Perdicula argoondah",
 "Year 2001-2026"
 ]
}

 The dataset includes 7383 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002804-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.da57mv
title: Occurrence Download

description: A dataset containing 61800 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acorus calamus"
 ]
}

 The dataset includes 61800 records from 780 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002753-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4121/ad1ad426-3c19-43a1-a4b6-c726426bc53a
title: Data underlying the publication: Observations of intermittent cross-shore bed load transport on a low-energy beach

description: Dataset and scripts underlying the analysis and figures for the manuscript "Observations of intermittent cross-shore bed load transport on a low-energy beach".<br>Field measurements from the SEDRIB campaign conducted October-01 to October-09 2023 around the passing of Storm Ciaran at the Prins Hendrik Zanddijk: a man-made beach on the leeside of the barrier island Texel, bordering the Marsdiep basin that is part of the Dutch Wadden Sea. the SEDRIB campaign aims to gain new insights into the driving processes behind cross-shore bed load transport at this low energy beach. The data set consists of (1) Reconstructed bed geometry sampled at 15 minute interval with a Sand Ripple Profile Scanner over a footprint with 1.5 m diameter, (2) 16 Hz continuous timeseries of velocity from an Acoustic Doppler Velocimeter, processed into 15 minute statistics on waves and currents, (3) 3 hours of 51 Hz near-bed velocity profile data from an Acoustic Velocity and Concentration Profiler, taken on top of a shoreward migrating bed ripple.
DOI: 10.4121/ad1ad426-3c19-43a1-a4b6-c726426bc53a.v2
title: Data underlying the publication: Observations of intermittent cross-shore bed load transport on a low-energy beach

description: Dataset and scripts underlying the analysis and figures for the manuscript "Observations of intermittent cross-shore bed load transport on a low-energy beach".<br>Field measurements from the SEDRIB campaign conducted October-01 to October-09 2023 around the passing of Storm Ciaran at the Prins Hendrik Zanddijk: a man-made beach on the leeside of the barrier island Texel, bordering the Marsdiep basin that is part of the Dutch Wadden Sea. the SEDRIB campaign aims to gain new insights into the driving processes behind cross-shore bed load transport at this low energy beach. The data set consists of (1) Reconstructed bed geometry sampled at 15 minute interval with a Sand Ripple Profile Scanner over a footprint with 1.5 m diameter, (2) 16 Hz continuous timeseries of velocity from an Acoustic Doppler Velocimeter, processed into 15 minute statistics on waves and currents, (3) 3 hours of 51 Hz near-bed velocity profile data from an Acoustic Velocity and Concentration Profiler, taken on top of a shoreward migrating bed ripple.
DOI: 10.15468/dl.vp7jst
title: Occurrence Download

description: A dataset containing 201 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aglaia perviridis"
 ]
}

 The dataset includes 201 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002805-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tecqdb
title: Occurrence Download

description: A dataset containing 471 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ajania tenuifolia"
 ]
}

 The dataset includes 471 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002806-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3nbw5n
title: Occurrence Download

description: A dataset containing 825 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alangium salviifolium"
 ]
}

 The dataset includes 825 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002808-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.seqkf2
title: Occurrence Download

description: A dataset containing 2755 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Perdicula erythrorhyncha",
 "Year 2001-2026"
 ]
}

 The dataset includes 2755 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002809-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.