cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.60712/si-id406420.2
title: StrainInfo SI-ID 406420.2

description: StrainInfo dataset 406420 about a strain of Marinobacter zhanjiangensis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id406423.2
title: StrainInfo SI-ID 406423.2

description: StrainInfo dataset 406423 about a strain of Natronoglycomyces albus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id406424.2
title: StrainInfo SI-ID 406424.2

description: StrainInfo dataset 406424 about a strain of Paenibacillus ottowii. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id406426.2
title: StrainInfo SI-ID 406426.2

description: StrainInfo dataset 406426 about a strain of Streptomyces graminifolii. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id406432.2
title: StrainInfo SI-ID 406432.2

description: StrainInfo dataset 406432 about a strain of Nakamurella silvestris. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.cdrmnx
title: Occurrence Download

description: A dataset containing 373944 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Ireland, Svalbard and Jan Mayen, Portugal, Spain, France, Germany, Belgium, Netherlands, Denmark, Estonia, Latvia, Lithuania, Italy, Greece, Cyprus, Türkiye, Russian Federation, Ukraine, Romania, Bulgaria, Albania, Croatia, Austria, Slovakia, Poland)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Galium verum L."
 ]
}

 The dataset includes 373944 records from 1901 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086638-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16576404
title: Afrivoice_Ethopia_Wolaytta_v1

description: Afrivoice Ethiopian is an initiative to create ASR speech dataset for ethiopian language, the aim is to create 600 hours of Image prompted dataset and scripted dataset. It is part of the collaboration between the Open Dataset for All initiative from Digital Umuganda and the Africa Next Voice Initiative created by a consortium with the aim of creating an open ASR dataset.

The full and latest version of the dataset is available on Hugging Face: https://huggingface.co/datasets/DigitalUmuganda/Afrivoice_Ethiopia
DOI: 10.5281/zenodo.16576405
title: Afrivoice_Ethopia_Wolaytta_v1

description: Afrivoice Ethiopian is an initiative to create ASR speech dataset for ethiopian language, the aim is to create 600 hours of Image prompted dataset and scripted dataset. It is part of the collaboration between the Open Dataset for All initiative from Digital Umuganda and the Africa Next Voice Initiative created by a consortium with the aim of creating an open ASR dataset.

The full and latest version of the dataset is available on Hugging Face: https://huggingface.co/datasets/DigitalUmuganda/Afrivoice_Ethiopia
DOI: 10.15468/dl.g3x8aq
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aizoon plinthoides",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 51 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021524-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16563198
title: Afrivoice_Ethopia_Afaan_Oromo_v1

description: Afrivoice Ethiopian is an initiative to create ASR speech dataset for ethiopian language, the aim is to create 600 hours of Image prompted dataset and scripted dataset. It is part of the collaboration between the Open Dataset for All initiative from Digital Umuganda and the Africa Next Voice Initiative created by a consortium with the aim of creating an open ASR dataset.

The full and latest version of the dataset is available on Hugging Face: https://huggingface.co/datasets/DigitalUmuganda/Afrivoice_Ethiopia
DOI: 10.5281/zenodo.16563197
title: Afrivoice_Ethopia_Afaan_Oromo_v1

description: Afrivoice Ethiopian is an initiative to create ASR speech dataset for ethiopian language, the aim is to create 600 hours of Image prompted dataset and scripted dataset. It is part of the collaboration between the Open Dataset for All initiative from Digital Umuganda and the Africa Next Voice Initiative created by a consortium with the aim of creating an open ASR dataset.

The full and latest version of the dataset is available on Hugging Face: https://huggingface.co/datasets/DigitalUmuganda/Afrivoice_Ethiopia
DOI: 10.15468/dl.juc36a
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aloinopsis luckhoffii",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021525-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18655699
title: Shared sensitivity to emotional vocal roughness across Hominidae
DOI: 10.5281/zenodo.18655700
title: Shared sensitivity to emotional vocal roughness across Hominidae
DOI: 10.5281/zenodo.18655745
title: AGORA Dataset

description: AGORA (AI GOvernance and Regulatory Archive) is a living collection of AI-relevant laws, regulations, standards, and other governance documents. This dataset includes bulk metadata, summaries, and text for all AGORA documents. For further details, licensing, and full credits, visit the official documentation.

AGORA is a project of the Emerging Technology Observatory.
DOI: 10.5281/zenodo.13883066
title: AGORA Dataset

description: AGORA (AI GOvernance and Regulatory Archive) is a living collection of AI-relevant laws, regulations, standards, and other governance documents. This dataset includes bulk metadata, summaries, and text for all AGORA documents. For further details, licensing, and full credits, visit the official documentation.

AGORA is a project of the Emerging Technology Observatory.
DOI: 10.15468/dl.emq922
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Amphibolia rupis-arcuatae",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 37 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021526-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8ty2vy
title: Occurrence Download

description: A dataset containing 2732 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cricetulus migratorius"
 ]
}

 The dataset includes 2732 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021528-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ur2n43
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Argyroderma patens",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021529-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uabwpa
title: Occurrence Download

description: A dataset containing 1 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey)) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey)) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey)) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey)) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey)) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey)) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.countrycode = 'KZ'
 AND occurrence.hascoordinate = TRUE
 AND occurrence.hasgeospatialissues = FALSE
 AND (GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'CONTINENT_DERIVED_FROM_COORDINATES', TRUE) OR GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'COORDINATE_ROUNDED', TRUE))
 AND occurrence.occurrencestatus = 'PRESENT'
 AND GBIF_STRINGARRAYCONTAINS(occurrence.classifications['d7dddbf4-2cf0-4f39-9b2a-bb099caae36c'], '2489005', TRUE)
 AND (occurrence."year" &gt;= 1970 AND occurrence."year" &lt;= 2026)
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND occurrence.classificationdetails['d7dddbf4-2cf0-4f39-9b2a-bb099caae36c']['specieskey'] &lt;&gt; ''
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey

 The dataset's 1 records were derived from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021504-260208012135463/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/14855637
title: Daily Public Opinion on Israel-Palestine War
DOI: 10.5281/zenodo.18219216
title: A First-Principles Analysis of Metal Fluorides with Polar Crystal Structures as Candidates for New Ferroelectric Materials

description: A First-Principles Analysis of Metal Fluorides with Polar Crystal Structures as Candidates for New Ferroelectric Materials

This data set contains the input and output files, as well as formatted result files of the DFT calculations with Crystal.

The data is organized similar to the result tables in the publication:- FE contains the 20 ferroelectric candidates (Table 1, Table 2)- PE contains the 14 pyroelectric candidates (Table 4) - WM containts the 23 compounds with wrong structure models (Table 5)

The directories of the structures are labeled as : pointgroup_formula_pearson-symbol_spacegroup-number.

Each compound directory contains subdirectories for the polar (polar) and the centrosymmetric (centro) structure models.

For each model structural optimization results (*opt.out, opt.cif) are given in the subdirectory opt. Input files are included in *.out.

The data set further contains frequency calculations at the Gamma point (*freq.out) in the subdirectory freq.It contains calculated IR (*.irspec) and Raman (*.ramspec) spectra and formatted csv-files for the Born charges, the dielectric tensor and the IR and Raman mode details.   

For ferroelectric compounds calculated polarization paths are in the centro/pol directory. It contains cif and output files of single-point calculations (0.cif - 4.cif) along the path.Path files labeled 0 and 4 correspond to the centrosymmetric and polar reference, respectively.The berry and wannier subdirectory contains property calculation results of the electronic polarization with corresponding method.The csv-files give the polarization values along the path for Berry, Wannier and ionic model calculations.

Please cite:

Malte Sachs, Antti J. Karttunen, Florian Kraus, A First-Principles Analysis of Metal Fluorides with Polar Crystal Structures as Candidates for New Ferroelectric Materials, Mater. Chem. 2026, 38(3), 1204–1219. https://doi.org/10.1021/acs.chemmater.5c02528
DOI: 10.5281/zenodo.18219215
title: A First-Principles Analysis of Metal Fluorides with Polar Crystal Structures as Candidates for New Ferroelectric Materials

description: A First-Principles Analysis of Metal Fluorides with Polar Crystal Structures as Candidates for New Ferroelectric Materials

This data set contains the input and output files, as well as formatted result files of the DFT calculations with Crystal.

The data is organized similar to the result tables in the publication:- FE contains the 20 ferroelectric candidates (Table 1, Table 2)- PE contains the 14 pyroelectric candidates (Table 4) - WM containts the 23 compounds with wrong structure models (Table 5)

The directories of the structures are labeled as : pointgroup_formula_pearson-symbol_spacegroup-number.

Each compound directory contains subdirectories for the polar (polar) and the centrosymmetric (centro) structure models.

For each model structural optimization results (*opt.out, opt.cif) are given in the subdirectory opt. Input files are included in *.out.

The data set further contains frequency calculations at the Gamma point (*freq.out) in the subdirectory freq.It contains calculated IR (*.irspec) and Raman (*.ramspec) spectra and formatted csv-files for the Born charges, the dielectric tensor and the IR and Raman mode details.   

For ferroelectric compounds calculated polarization paths are in the centro/pol directory. It contains cif and output files of single-point calculations (0.cif - 4.cif) along the path.Path files labeled 0 and 4 correspond to the centrosymmetric and polar reference, respectively.The berry and wannier subdirectory contains property calculation results of the electronic polarization with corresponding method.The csv-files give the polarization values along the path for Berry, Wannier and ionic model calculations.

Please cite:

Malte Sachs, Antti J. Karttunen, Florian Kraus, A First-Principles Analysis of Metal Fluorides with Polar Crystal Structures as Candidates for New Ferroelectric Materials, Mater. Chem. 2026, 38(3), 1204–1219. https://doi.org/10.1021/acs.chemmater.5c02528
DOI: 10.15468/dl.3rmubc
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Kazakhstan",
 "Geometry POLYGON((51.80334 36.91512,87.19666 36.91512,87.19666 51.08488,51.80334 51.08488,51.80334 36.91512))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ferula varia"
 ]
}

 The dataset includes 32 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021530-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4121/93d63993-6224-494f-b215-0af3fd7196a2
title: Data underlying the publication: On-site affordable acid and base production from seawater using bipolar membrane electrodialysis: ion transport and polyelectrolyte multilayer coating

description: This dataset was collected at the Laboratory of Environmental Technology, Wageningen University & Research in 2024/2025. It is supplementary data for the PhD thesis of A.A.E. Elozeiri and the publication of " On-site affordable acid and base production from seawater using bipolar membrane electrodialysis: ion transport and polyelectrolyte multilayer coating".<br>We investigated the direct use of seawater in a bipolar membrane electrodialysis (BMED) process to produce acids and bases. The current and energy efficiency of a bipolar membrane electrodialysis stack were analyzed, where the starting salt stream was 0.5 M NaCl or synthetic seawater. Moreover, the current-voltage responses of the used membranes were characterized in a 6-compartment electrodialysis cell via cyclic voltammetry. Using synthetic seawater as the salt stream in a conventional BMED stack resulted in inorganic scaling inside the BMED stack. To mitigate the inorganic scaling, we coated the cation-exchange membranes with a polyelectrolyte multilayer (i.e., PAH/PSS) to limit the transport of multivalent cations from the salt to the base compartment.<br>This research was performed within the framework of the research program AquaConnect, funded by the Dutch Research Council (NWO, grant-ID P19-45) and public and private partners of the AquaConnect consortium and coordinated by Wageningen University and Research.
DOI: 10.4121/93d63993-6224-494f-b215-0af3fd7196a2.v1
title: Data underlying the publication: On-site affordable acid and base production from seawater using bipolar membrane electrodialysis: ion transport and polyelectrolyte multilayer coating

description: This dataset was collected at the Laboratory of Environmental Technology, Wageningen University & Research in 2024/2025. It is supplementary data for the PhD thesis of A.A.E. Elozeiri and the publication of " On-site affordable acid and base production from seawater using bipolar membrane electrodialysis: ion transport and polyelectrolyte multilayer coating".<br>We investigated the direct use of seawater in a bipolar membrane electrodialysis (BMED) process to produce acids and bases. The current and energy efficiency of a bipolar membrane electrodialysis stack were analyzed, where the starting salt stream was 0.5 M NaCl or synthetic seawater. Moreover, the current-voltage responses of the used membranes were characterized in a 6-compartment electrodialysis cell via cyclic voltammetry. Using synthetic seawater as the salt stream in a conventional BMED stack resulted in inorganic scaling inside the BMED stack. To mitigate the inorganic scaling, we coated the cation-exchange membranes with a polyelectrolyte multilayer (i.e., PAH/PSS) to limit the transport of multivalent cations from the salt to the base compartment.<br>This research was performed within the framework of the research program AquaConnect, funded by the Dutch Research Council (NWO, grant-ID P19-45) and public and private partners of the AquaConnect consortium and coordinated by Wageningen University and Research.
DOI: 10.15468/dl.vd46py
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Astridia dinteri",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021531-260208012135463/datasets/export for details.
DOI: 10.71724/d8x8-eq53
title: Terahertz Optical Properties of 3D-Printed Samples with Variable Infill Factors for Flat Gradient-Index Lens Design

description: <p class="MsoNormal"><span lang="EN-GB">The study
presents a comprehensive characterization of 3D-printed gradient-index (GRIN)
lenses with subwavelength fill-factor modulation operating in the terahertz
(THz) radiation range. The analysis focused on four infill geometries (aligned
rectilinear, rectilinear, gyroid, honeycomb) fabricated using cyclic olefin
copolymer (COC) via fused deposition modelling (FDM). The optical properties of
the infill structures were measured using THz time-domain spectroscopy
(THz-TDS) with the TeraPulse Lx Modular System (TeraView) operating in
transmission mode within a dry-air chamber. The refractive index and absorption
coefficient of samples were determined for fill factors ranging from 20% to 90%
in 10% increments within the frequency range of 100 GHz to 2 THz. Based on measured
optical properties, GRIN lenses operating at 96.4 GHz were designed and
fabricated with three discrete phase-quantization configurations (4-, 8-, 16
binarization-level) for each infill geometry. The experimental results
demonstrate that the aligned rectilinear 8-level GRIN lens achieved optimal
performance. All tested configurations exceeded 70% of their theoretical
efficiencies, validating the multi-level phase binarization approach as a
practical alternative for THz optical applications.</span></p>
DOI: 10.15468/dl.u54qvh
title: Occurrence Download

description: A dataset containing 80 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material sample, Living Specimen)",
 "DatasetKey is one of (Australian Microbiome 18S (Eukaryote) Dataset of Terrestrial Samples)",
 "OccurrenceStatus is one of (Present)",
 "TaxonKey is one of (Nautococcus [GBIF Backbone Taxonomy])"
 ]
}

 The dataset includes 80 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021532-260208012135463/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/14855694
title: Public Opinion on Climate Change (Updated Daily)
DOI: 10.15468/dl.qzfdvv
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bergeranthus multiceps",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 11 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021534-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18655815
title: Experimental data for the article: 'Performance Assessment of complex 3D Nano-Printed AFM tips'
DOI: 10.5281/zenodo.18655816
title: Experimental data for the article: 'Performance Assessment of complex 3D Nano-Printed AFM tips'
DOI: 10.15468/dl.5tnq7v
title: Occurrence Download

description: A dataset containing 188852 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Cerapteryx graminis"
 ]
}

 The dataset includes 188852 records from 245 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021502-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.562sgg
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Braunsia stayneri",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021535-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.