cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.pcy8ne
title: Occurrence Download

description: A dataset containing 430 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ophioglossum pusillum Raf.",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (United States of America, Canada)"
 ]
}

 The dataset includes 430 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0271025-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8jn7p5
title: Occurrence Download

description: A dataset containing 386 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Uniola virgata (Poir.) Griseb."
 ]
}

 The dataset includes 386 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025478-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.urdh7t
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "DatasetKey is PRECIS",
 "DatasetKey is Bryophyte specimens at TAN Herbarium",
 "DatasetKey is Tropicos MO Specimen Data"
 ]
 },
 "Geometry POLYGON((-0.86717 -36.86806,59.80957 -37.61719,60.16113 -5.71289,-2.15332 -5.53711,-0.86717 -36.86806))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "InstitutionCode is sanbi",
 "InstitutionCode is mo"
 ]
 },
 "OccurrenceStatus is Present",
 {
 "or" : [
 "TaxonKey is Phasconica tisserantii P.de la Varde",
 "TaxonKey is Trichostomum unguiculatum (Mitt.) R.H.Zander",
 "TaxonKey is Phasconica balansae Müll.Hal.",
 "TaxonKey is Phasconica lorentzii Müll.Hal."
 ]
 },
 "Year 1906-2022"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114659-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w4pr52
title: Occurrence Download

description: A dataset containing 453 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ophioglossum engelmannii Prantl",
 "BasisOfRecord is one of (Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (United States of America, Canada)"
 ]
}

 The dataset includes 453 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0271024-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.njduq6
title: Occurrence Download

description: A dataset listing the 404 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is Colección viva del Jardín Botánico de la Universidad de Caldas (JBUC)"
 ]
}

 The dataset's 404 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003711-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9rftvq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Global Register of Introduced and Invasive Species - Uzbekistan"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0206863-210914110416597/datasets/export for details.
DOI: 10.15468/dl.nupm9m
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fenneropenaeus chinensis (Osbeck, 1765)"
 ]
}

 The dataset includes 14 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067830-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rkws5u
title: Occurrence Download

description: A dataset containing 34332 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Hyoscyamus niger L."
 ]
}

 The dataset includes 34332 records from 592 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001163-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ezuug
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Global Register of Introduced and Invasive Species - Serbia"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0206889-210914110416597/datasets/export for details.
DOI: 10.15468/dl.adbrw9
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Agave hookeri Jacobi",
 "HasCoordinate is true"
 ]
}

 The dataset includes 17 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035705-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cwmsnf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Global Register of Introduced and Invasive Species - Eswatini (Swaziland)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0206900-210914110416597/datasets/export for details.
DOI: 10.15468/dl.96wk4k
title: Occurrence Download

description: A dataset containing 4934 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Cardellina rubrifrons (Giraud Jr, 1841)",
 "Year 2000-2023"
 ]
}

 The dataset includes 4934 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013537-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5qqguf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Global Register of Introduced and Invasive Species - Panama"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0206896-210914110416597/datasets/export for details.
DOI: 10.15468/dl.rk85h6
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Odontamblyopus lacepedii (Temminck & Schlegel, 1845)"
 ]
}

 The dataset includes 55 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0067841-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5q5nvg
title: Occurrence Download

description: A dataset containing 100 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coffea sakarahae J.-F.Leroy"
 ]
}

 The dataset includes 100 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017310-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7trnq7
title: Occurrence Download

description: A dataset containing 551 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hanslia Schindl."
 ]
}

 The dataset includes 551 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0206986-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5kgf1i
title: Occurrence Download

description: A dataset containing 892 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Year 2007-2018",
 "TaxonKey is Eretmochelys imbricata (Linnaeus, 1766)"
 ]
}

 The dataset includes 892 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000606-180925134338326/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rn64p6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Global Register of Introduced and Invasive Species - Albania"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0206886-210914110416597/datasets/export for details.
DOI: 10.5281/zenodo.17741915
title: DISTENDER Climate Simulations: Statistical Downscaling for CMTo_D1, Vertical level 10m, Global model CanESM5, scenario ssp245 -  The Metropolitan City of Turin (CMTo, Italy)

description: Local (high resolution) climate data produced applying statistical downscaling techniques in the EU Project DISTENDER for five case studies. https://distender.eu/the-project . The datasets from the statistical downscaling come from the outputs of three global climate models that have been bias corrected (Parametric quantile mapping).
More details about the domains, the provided variable, levels and periods are provided in the README file.
DOI: 10.5281/zenodo.17741916
title: DISTENDER Climate Simulations: Statistical Downscaling for CMTo_D1, Vertical level 10m, Global model CanESM5, scenario ssp245 -  The Metropolitan City of Turin (CMTo, Italy)

description: Local (high resolution) climate data produced applying statistical downscaling techniques in the EU Project DISTENDER for five case studies. https://distender.eu/the-project . The datasets from the statistical downscaling come from the outputs of three global climate models that have been bias corrected (Parametric quantile mapping).
More details about the domains, the provided variable, levels and periods are provided in the README file.
DOI: 10.5281/zenodo.17741933
title: DISTENDER Climate Simulations: Statistical Downscaling for CMTo_D1, Vertical level 10m, Global model CanESM5, scenario ssp370 -  The Metropolitan City of Turin (CMTo, Italy)

description: Local (high resolution) climate data produced applying statistical downscaling techniques in the EU Project DISTENDER for five case studies. https://distender.eu/the-project . The datasets from the statistical downscaling come from the outputs of three global climate models that have been bias corrected (Parametric quantile mapping).
More details about the domains, the provided variable, levels and periods are provided in the README file.
DOI: 10.5281/zenodo.17741934
title: DISTENDER Climate Simulations: Statistical Downscaling for CMTo_D1, Vertical level 10m, Global model CanESM5, scenario ssp370 -  The Metropolitan City of Turin (CMTo, Italy)

description: Local (high resolution) climate data produced applying statistical downscaling techniques in the EU Project DISTENDER for five case studies. https://distender.eu/the-project . The datasets from the statistical downscaling come from the outputs of three global climate models that have been bias corrected (Parametric quantile mapping).
More details about the domains, the provided variable, levels and periods are provided in the README file.
DOI: 10.5281/zenodo.17701786
title: CDA Sonic Drift: Geospatial Workflow for Art-Driven Sonic Planning Research (AI-open)
title: Protocols 1–3

description: This deposit presents the AI-open geospatial workflow developed by Dr. Caroline Claus within a ReSilence S+T+ARTS Horizon Europe Artistic Residency (GA 101070278). It provides a reproducible, research-grade framework for collecting, structuring, analysing, and presenting geolocated sonic data in the context of art-driven urban planning research.

The workflow is organised into three interlinked protocols:

Protocol 1 — Field Score & Field Data Recording

Structured geolocated listening and recording (sidewalk), sensory-ethnographic notes, public feedback, and GDPR-aware passive logging. Includes Field Score documentation and all CSV/GeoJSON templates required for consistent and safe field data collection.

Protocol 2 — GIS Analysis & Visualisation

Tracing of biophony/technophony presence (GP/TP), LF/HF cues, and perceived discomfort (GPS/GAS/TPS/TAS) based on Protocol-1 field data, and their integration into a QGIS template for PRE/POST scenario analysis across typologies (Greenspace / Avenue / Street). Includes a pre-configured QGIS project (.qgz), style files (.qml), and sample layers (.gpkg).

Protocol 3 — Presentation & Synthesis Workflow

Methods for assembling typology-based synthesis maps, presence/absence diagrams, stress grids, and PRE/POST comparison materials suitable for planning, design, public discussion, and research dissemination.

AI-open principle

Templates for participation input and AI integration share the same schema. The workflow enables integration of AER/USS or other models without redistributing AI models, weights, or raw probabilities. 

Included in this deposit

• Protocol-1, Protocol-2, and Protocol-3 READMEs

• CSV templates (fieldwork, indicators, AI metadata)

• QGIS template (.qgz) and accompanying sample geopackages (.gpkg)

• Device setup documentation

• Field Score explainer

• Low-resolution workflow-oriented images (Field Score diagram, Feedback Map, GIS Synthesis Map, Installation View) included solely as methodological illustration

Not included

• The artistic work CDA Sonic Drift (audio essay, dubplates, high-resolution prints, installation) — archived separately: (see 10.5281/zenodo.17407345).

• CERTH’s GDPR logging software and AI modules (AER/USS), which remain separate IP

Residency programme

ReSilence S+T+ARTS Horizon Europe — https://resilence.eu/

ReSilence is a project of S+T+ARTS, coordinated by CERTH (Centre for Research and Technology Hellas), with beneficiary partners including: Aristotle University of Thessaloniki, Fundamental Research, Maurice Benayoun, Max Planck Institute for Empirical Aesthetics, Maastricht University, Thessaloniki Concert Hall, University of Genoa, and Universitat Pompeu Fabra.
DOI: 10.5281/zenodo.17701787
title: CDA Sonic Drift: Geospatial Workflow for Art-Driven Sonic Planning Research (AI-open)
title: Protocols 1–3

description: This deposit presents the AI-open geospatial workflow developed by Dr. Caroline Claus within a ReSilence S+T+ARTS Horizon Europe Artistic Residency (GA 101070278). It provides a reproducible, research-grade framework for collecting, structuring, analysing, and presenting geolocated sonic data in the context of art-driven urban planning research.

The workflow is organised into three interlinked protocols:

Protocol 1 — Field Score & Field Data Recording

Structured geolocated listening and recording (sidewalk), sensory-ethnographic notes, public feedback, and GDPR-aware passive logging. Includes Field Score documentation and all CSV/GeoJSON templates required for consistent and safe field data collection.

Protocol 2 — GIS Analysis & Visualisation

Tracing of biophony/technophony presence (GP/TP), LF/HF cues, and perceived discomfort (GPS/GAS/TPS/TAS) based on Protocol-1 field data, and their integration into a QGIS template for PRE/POST scenario analysis across typologies (Greenspace / Avenue / Street). Includes a pre-configured QGIS project (.qgz), style files (.qml), and sample layers (.gpkg).

Protocol 3 — Presentation & Synthesis Workflow

Methods for assembling typology-based synthesis maps, presence/absence diagrams, stress grids, and PRE/POST comparison materials suitable for planning, design, public discussion, and research dissemination.

AI-open principle

Templates for participation input and AI integration share the same schema. The workflow enables integration of AER/USS or other models without redistributing AI models, weights, or raw probabilities. 

Included in this deposit

• Protocol-1, Protocol-2, and Protocol-3 READMEs

• CSV templates (fieldwork, indicators, AI metadata)

• QGIS template (.qgz) and accompanying sample geopackages (.gpkg)

• Device setup documentation

• Field Score explainer

• Low-resolution workflow-oriented images (Field Score diagram, Feedback Map, GIS Synthesis Map, Installation View) included solely as methodological illustration

Not included

• The artistic work CDA Sonic Drift (audio essay, dubplates, high-resolution prints, installation) — archived separately: (see 10.5281/zenodo.17407345).

• CERTH’s GDPR logging software and AI modules (AER/USS), which remain separate IP

Residency programme

ReSilence S+T+ARTS Horizon Europe — https://resilence.eu/

ReSilence is a project of S+T+ARTS, coordinated by CERTH (Centre for Research and Technology Hellas), with beneficiary partners including: Aristotle University of Thessaloniki, Fundamental Research, Maurice Benayoun, Max Planck Institute for Empirical Aesthetics, Maastricht University, Thessaloniki Concert Hall, University of Genoa, and Universitat Pompeu Fabra.
DOI: 10.5281/zenodo.17741947
title: DISTENDER Climate Simulations: Statistical Downscaling for CMTo_D1, Vertical level 10m, Global model CanESM5, scenario ssp585 -  The Metropolitan City of Turin (CMTo, Italy)

description: Local (high resolution) climate data produced applying statistical downscaling techniques in the EU Project DISTENDER for five case studies. https://distender.eu/the-project . The datasets from the statistical downscaling come from the outputs of three global climate models that have been bias corrected (Parametric quantile mapping).
More details about the domains, the provided variable, levels and periods are provided in the README file.
DOI: 10.5281/zenodo.17741946
title: DISTENDER Climate Simulations: Statistical Downscaling for CMTo_D1, Vertical level 10m, Global model CanESM5, scenario ssp585 -  The Metropolitan City of Turin (CMTo, Italy)

description: Local (high resolution) climate data produced applying statistical downscaling techniques in the EU Project DISTENDER for five case studies. https://distender.eu/the-project . The datasets from the statistical downscaling come from the outputs of three global climate models that have been bias corrected (Parametric quantile mapping).
More details about the domains, the provided variable, levels and periods are provided in the README file.
DOI: 10.5281/zenodo.17741953
title: DISTENDER Climate Simulations: Statistical Downscaling for CMTo_D1, Vertical level 10m, Global model EC-EARTH3, scenario Historical -  The Metropolitan City of Turin (CMTo, Italy)

description: Local (high resolution) climate data produced applying statistical downscaling techniques in the EU Project DISTENDER for five case studies. https://distender.eu/the-project . The datasets from the statistical downscaling come from the outputs of three global climate models that have been bias corrected (Parametric quantile mapping).
More details about the domains, the provided variable, levels and periods are provided in the README file.
DOI: 10.5281/zenodo.17741952
title: DISTENDER Climate Simulations: Statistical Downscaling for CMTo_D1, Vertical level 10m, Global model EC-EARTH3, scenario Historical -  The Metropolitan City of Turin (CMTo, Italy)

description: Local (high resolution) climate data produced applying statistical downscaling techniques in the EU Project DISTENDER for five case studies. https://distender.eu/the-project . The datasets from the statistical downscaling come from the outputs of three global climate models that have been bias corrected (Parametric quantile mapping).
More details about the domains, the provided variable, levels and periods are provided in the README file.
DOI: 10.57780/eca-0be60f4
title: EarthCARE ATLID CPR TC Level 2B

description: EarthCARE ATLID CPR TC Level 2B baseline BC
DOI: 10.5281/zenodo.17741966
title: DISTENDER Climate Simulations: Statistical Downscaling for CMTo_D1, Vertical level 10m, Global model EC-EARTH3, scenario ssp126 -  The Metropolitan City of Turin (CMTo, Italy)

description: Local (high resolution) climate data produced applying statistical downscaling techniques in the EU Project DISTENDER for five case studies. https://distender.eu/the-project . The datasets from the statistical downscaling come from the outputs of three global climate models that have been bias corrected (Parametric quantile mapping).
More details about the domains, the provided variable, levels and periods are provided in the README file.
DOI: 10.5281/zenodo.17741967
title: DISTENDER Climate Simulations: Statistical Downscaling for CMTo_D1, Vertical level 10m, Global model EC-EARTH3, scenario ssp126 -  The Metropolitan City of Turin (CMTo, Italy)

description: Local (high resolution) climate data produced applying statistical downscaling techniques in the EU Project DISTENDER for five case studies. https://distender.eu/the-project . The datasets from the statistical downscaling come from the outputs of three global climate models that have been bias corrected (Parametric quantile mapping).
More details about the domains, the provided variable, levels and periods are provided in the README file.
DOI: 10.5281/zenodo.17751651
title: Community knowledge, attitudes, and preferences towards vitamin A supplementation in Kasai Oriental, Democratic Republic of the Congo: a mixed-methods study

description: Vitamin A deficiency remains a critical public health challenge and affects children under five years of age in the Democratic Republic of the Congo. We investigated the community-level knowledge, preferences, and attitudes towards vitamin A supplementation in the Kasaï-Oriental province. The importance of vitamin A supplementation differed among the participants, with some respondents holding health workers responsible for unclear explanations. Regarding the venue of paediatric vitamin A supplementation, the participants either favoured vitamin A supplementation in the health centres or in the households. The majority (95.5%) of respondents had relatively low knowledge scores (≤4). Knowledge was positively associated with the father’s level of education and information from community health workers (adjusted incidence rate ratio [95% confidence interval]=1.35 [1.02–1.78] and 1.56 [1.08–2.23], respectively). Community health workers played a key role in informing the community regarding vitamin A supplementation. Strengthening the competence and interactions of community health workers with community members is key factors for successful vitamin A supplementation delivery