cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17507935
title: MWE Lexicons for NLP: A State-of-the-Art Survey

description: This dataset presents the results of a survey on lexicons containing multiword expressions. The resource offers an updated perspective on this field of research as compared to earlier surveys. We identified 66 resources, predominantly compiled from 2016 to 2024, both lexica dedicated to multiword expressions and general lexica featuring multiword expressions.

We analyze these 66 resources from several perspectives: types of lexica, types of multiword expressions contained, languages covered, linkage to other resources, acquisition method, and representativeness. Further, we provide a more in-depth analysis of how the lemma of the multiword expressions is encoded in these resources and how their meaning is represented.

In the context of the current trend of using large language models in language processing, we find strong indications that the linguistic information from such lexica can help enhance their performance in dealing with multiword expressions. The observations on the existing multiword expressions lexica motivate recommendations for some best practices in their development.
DOI: 10.15468/dl.r9jmzp
title: Occurrence Download

description: A dataset containing 35743 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Hong Kong",
 "Year is 2019",
 "InstitutionCode is iNaturalist"
 ]
}

 The dataset includes 35743 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012584-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17511886
title: 20251103_1636_80_30212_80_CAS_microspotter
DOI: 10.5281/zenodo.17511885
title: 20251103_1636_80_30212_80_CAS_microspotter
DOI: 10.11588/data/4ybyxe
title: Chirality of malaria parasites determines their motion patterns [data]

description: &lt;p&gt;This is a data repository for the publication &lt;em&gt;"Chirality of malaria parasites determines their motion patterns"&lt;/em&gt;. It includes example data for the different experimental setups, which can be used to run the analysis code. The code is available in the git repository &lt;a href="https://github.com/LeonLettermann/hei-sporo-code"&gt;github.com/LeonLettermann/hei-sporo-code&lt;/a&gt; and therein linked repositories.&lt;/p&gt;

&lt;p&gt;We present data for three different experiments here:&lt;/p&gt;
&lt;ol&gt;
 &lt;li&gt;3D microscopy of sporozoites moving through hydrogels&lt;/li&gt;
 &lt;li&gt;Two-sided traction force of circling sporozoites&lt;/li&gt;
 &lt;li&gt;STED super-resolution microscopy of sporozoites underneath a hydrogel&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;For experiments 1 and 2, the data are presented as &lt;code&gt;.mvd2&lt;/code&gt; microscopy raw data, which can be opened and analyzed with the provided Python code. For experiment 3, we present a deconvoluted image as a &lt;code&gt;.tif&lt;/code&gt; file. Additionally, different intermediate analysis results supporting experimentation with the provided code are available as &lt;code&gt;.npy&lt;/code&gt; files.&lt;/p&gt;
DOI: 10.5281/zenodo.17511867
title: Kenya National Budget Credibility 2024_Bajeti Hub_Data_
DOI: 10.5281/zenodo.17511868
title: Kenya National Budget Credibility 2024_Bajeti Hub_Data_
DOI: 10.6084/m9.figshare.30518058
title: Abundance of rodent species, pathogens identity and environmental characteristics of the houses surveyed from When science remembers what is neglected: Addressing the risks of rodent borne diseases in urban Latin America

description: Table 1. Abundance of rodent species, pathogens identity and environmental characteristics of the houses surveyed in each sampling session along 22 sites belonging to two landscape units in the Matanza-Riachuelo River Basin, Buenos Aires, Argentina.
DOI: 10.6084/m9.figshare.30518058.v1
title: Abundance of rodent species, pathogens identity and environmental characteristics of the houses surveyed from When science remembers what is neglected: Addressing the risks of rodent borne diseases in urban Latin America

description: Table 1. Abundance of rodent species, pathogens identity and environmental characteristics of the houses surveyed in each sampling session along 22 sites belonging to two landscape units in the Matanza-Riachuelo River Basin, Buenos Aires, Argentina.
DOI: 10.15468/dl.wbyxad
title: Occurrence Download

description: A dataset containing 3714 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tinnea"
 ]
}

 The dataset includes 3714 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012587-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gjuqq6
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rattus rattus",
 "HasCoordinate is true",
 "Country is Ireland"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012589-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7p53h7
title: Occurrence Download

description: A dataset containing 5367 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rattus rattus",
 "HasCoordinate is true",
 "Country is France"
 ]
}

 The dataset includes 5367 records from 215 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012590-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wasdc6
title: Occurrence Download

description: A dataset containing 554 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rattus rattus",
 "HasCoordinate is true",
 "Country is United Kingdom of Great Britain and Northern Ireland"
 ]
}

 The dataset includes 554 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012588-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b3uc85
title: Occurrence Download

description: A dataset containing 5004 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crocanthemum canadense"
 ]
}

 The dataset includes 5004 records from 167 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012591-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17511760
title: Lowered stability explains impaired function of the Ile181Asn variant of UDP-xylose synthase 1 linked to short-stature genetic syndrome in humans

description: Molecular dynamics data corresponding to the manuscript entittled "Lowered stability explains impaired function of the Ile181Asn variant of UDP-xylose synthase 1 linked to short-stature genetic syndrome in humans". The data set contains AMBER tolology and initial coordinates files, the AMBER parameters files (prep and frcmod) of UDP, the three independent trajectory files, and the analysis data of these trajectories.
DOI: 10.5281/zenodo.17511761
title: Lowered stability explains impaired function of the Ile181Asn variant of UDP-xylose synthase 1 linked to short-stature genetic syndrome in humans

description: Molecular dynamics data corresponding to the manuscript entittled "Lowered stability explains impaired function of the Ile181Asn variant of UDP-xylose synthase 1 linked to short-stature genetic syndrome in humans". The data set contains AMBER tolology and initial coordinates files, the AMBER parameters files (prep and frcmod) of UDP, the three independent trajectory files, and the analysis data of these trajectories.
DOI: 10.15468/dl.m6cawp
title: Occurrence Download

description: A dataset containing 44365 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Asia",
 "OccurrenceStatus is Present",
 "TaxonKey is Quercus",
 "Year 1000-2025"
 ]
}

 The dataset includes 44365 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012592-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3p7ay6
title: Occurrence Download

description: A dataset containing 258 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((9.44167 42.51807,9.43782 42.51479,9.43782 42.50682,9.4435 42.50478,9.45484 42.50529,9.4548 42.51589,9.44989 42.52094,9.44167 42.51807))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 258 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012593-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2mxv3j
title: CSD 2440788: Experimental Crystal Structure Determination

description: Related Article: Piotr A. Gunka, Sofija Milos, Martin Ende, Frederico Alabarse, Ronald Miletich, Kamil F. Dziubek|2025|CrystEngComm|27|5983|doi:10.1039/d5ce00593k
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2mxv4k
title: CSD 2440789: Experimental Crystal Structure Determination

description: Related Article: Piotr A. Gunka, Sofija Milos, Martin Ende, Frederico Alabarse, Ronald Miletich, Kamil F. Dziubek|2025|CrystEngComm|27|5983|doi:10.1039/d5ce00593k
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2mxv5l
title: CSD 2440790: Experimental Crystal Structure Determination

description: Related Article: Piotr A. Gunka, Sofija Milos, Martin Ende, Frederico Alabarse, Ronald Miletich, Kamil F. Dziubek|2025|CrystEngComm|27|5983|doi:10.1039/d5ce00593k
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2mxv6m
title: CSD 2440791: Experimental Crystal Structure Determination

description: Related Article: Piotr A. Gunka, Sofija Milos, Martin Ende, Frederico Alabarse, Ronald Miletich, Kamil F. Dziubek|2025|CrystEngComm|27|5983|doi:10.1039/d5ce00593k
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2mxv7n
title: CSD 2440792: Experimental Crystal Structure Determination

description: Related Article: Piotr A. Gunka, Sofija Milos, Martin Ende, Frederico Alabarse, Ronald Miletich, Kamil F. Dziubek|2025|CrystEngComm|27|5983|doi:10.1039/d5ce00593k
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2mxv8p
title: CSD 2440793: Experimental Crystal Structure Determination

description: Related Article: Piotr A. Gunka, Sofija Milos, Martin Ende, Frederico Alabarse, Ronald Miletich, Kamil F. Dziubek|2025|CrystEngComm|27|5983|doi:10.1039/d5ce00593k
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2mxv9q
title: CSD 2440794: Experimental Crystal Structure Determination

description: Related Article: Piotr A. Gunka, Sofija Milos, Martin Ende, Frederico Alabarse, Ronald Miletich, Kamil F. Dziubek|2025|CrystEngComm|27|5983|doi:10.1039/d5ce00593k
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.17043/tarfala-ice-off-ice-on-2
title: Time lapse imageries of the ice-off and ice-on events at Darfáljávri (Lake Tarfala), Kebnekaise mountains, northern Sweden
DOI: 10.5281/zenodo.15180819
title: High-throughput nanoscale metrology of ultrathin inert and functionalized dielectric substrates using plasmonic nanoparticles

description: Dataset corresponding to the experimental results shown in Figures 3 to 6 of the original research article entitled "High-throughput nanoscale metrology of ultrathin inert and functionalized dielectric substrates using plasmonic nanoparticles". Published in Nanoscale: https://doi.org/10.1039/D5NR02972D
DOI: 10.5281/zenodo.15180818
title: High-throughput nanoscale metrology of ultrathin inert and functionalized dielectric substrates using plasmonic nanoparticles

description: Dataset corresponding to the experimental results shown in Figures 3 to 6 of the original research article entitled "High-throughput nanoscale metrology of ultrathin inert and functionalized dielectric substrates using plasmonic nanoparticles". Published in Nanoscale: https://doi.org/10.1039/D5NR02972D
DOI: 10.15468/dl.8vajw6
title: Occurrence Download

description: A dataset containing 2403 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "Country is Germany",
 "GadmGid is one of (DEU.7_1, DEU.11_1, DEU.1_1, DEU.12_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Planuncus tingitanus",
 "Year 1000-2025"
 ]
}

 The dataset includes 2403 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012594-251025141854904/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/13596558
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.kr36hf
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-4.11725 40.28573,-3.94914 40.28573,-3.94914 40.40816,-4.11725 40.40816,-4.11725 40.28573))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Caprimulgus ruficollis",
 "Year 2020-2025"
 ]
}

 The dataset includes 39 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012596-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34894/q8jkxx
title: 2028-11-02 - Regionaal Archief Nijmegen (Gemeente Nijmegen) - CoreTrustSeal Requirements 2023-2025

description: CoreTrustSeal certification
DOI: 10.15468/dl.4mv8fm
title: Occurrence Download

description: A dataset listing the 4098294 species recorded in GBIF matching the query:
{ }

 The dataset's 4098294 records were derived from 77587 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012580-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.11588/duerer.online.69087a9ce2261
title: Albrecht-Dürer-Haus, 182915
DOI: 10.15468/dl.y8ad3r
title: Occurrence Download

description: A dataset containing 4356 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Uromastyx aegyptia"
 ]
}

 The dataset includes 4356 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012597-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gz4fpc
title: Occurrence Download

description: A dataset containing 28918 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Asia",
 "OccurrenceStatus is Present",
 "TaxonKey is Ranunculus",
 "Year 1000-2025"
 ]
}

 The dataset includes 28918 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012598-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16809593
title: The Seismic Data and main inversion scripts used in "Asperity-Driven Cascading Rupture of a Mw 1.6 Induced Microearthquake"

description: The Seismic Data and main inversion scripts used in "Asperity-Driven Cascading Rupture of a Mw 1.6 Induced Microearthquake"

The data includes the waveforms of the Mw1.6 target event and two EGF events.

The inversion script mainly consists of three python scripts:



Projected_Landweber_Method_RSTF.py is the script for deconvolution of RSTF

GPU_travel_time. py are used to calculate the travel time of seismic wave propagation

isochrone_back_project.py is the script for calculating the back-projection of slip distribution
DOI: 10.5281/zenodo.16829455
title: The Seismic Data and main inversion scripts used in "Asperity-Driven Cascading Rupture of a Mw 1.6 Induced Microearthquake"

description: The Seismic Data and main inversion scripts used in "Asperity-Driven Cascading Rupture of a Mw 1.6 Induced Microearthquake"

The data includes the waveforms of the Mw1.6 target event and two EGF events.

The inversion script mainly consists of three python scripts:



Projected_Landweber_Method_RSTF.py is the script for deconvolution of RSTF

GPU_travel_time. py are used to calculate the travel time of seismic wave propagation

isochrone_back_project.py is the script for calculating the back-projection of slip distribution
DOI: 10.6084/m9.figshare.30518072
title: CS and AI Scopus dataset

description: It is scopus dataset of Customer satisfaction and service quality from 2000 to 2025
DOI: 10.6084/m9.figshare.30518072.v1
title: CS and AI Scopus dataset

description: It is scopus dataset of Customer satisfaction and service quality from 2000 to 2025
DOI: 10.15468/dl.d5gygc
title: Occurrence Download

description: A dataset containing 3106425 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-79.05 -1.1,-77.1 -1.1,-77.1 -0.15,-79.05 -0.15,-79.05 -1.1))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 3106425 records from 707 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012520-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/08d-vhv-xg8
title: Naria acicularis (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vg6-k1q-vm2
title: Scabricola bicolor (Swainson, 1824)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/npv-3a1-qd1
title: Colubraria nitidula (G. B. Sowerby I, 1833)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/sw3-lfh-qct
title: Mumiola gradatula (Mörch, 1876)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tec-xhm-s8c
title: Phyllonotus regius (Swainson, 1821)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ldf-c9n-nqw
title: Codakia orbicularis (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ryc-9re-6tk
title: Smaragdia souverbiana (Montrouzier, 1863)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8fb-7zr-l36
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dkj-rzv-v91
title: Tapes deshayesii (Hanley, 1846)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c0l-kqq-gs9
title: Dentamussium obliteratum (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2xs-ewc-wrn
title: Trochus radiatus Gmelin, 1791

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5pv-st4-v2y
title: Timoclea decorata (Broderip & G. B. Sowerby I, 1830)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1nn-0n8-ty2
title: Ctena orbiculata (Montagu, 1808)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tme-9yq-6cw
title: Purpuradusta microdon (J. E. Gray, 1828)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/htx-asc-9n2
title: Amoria canaliculata (F. McCoy, 1869)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p62-5tj-brj
title: Mikadotrochus hirasei (Pilsbry, 1903)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b60-w5b-2dr
title: Neodilatilabrum robustum (G. B. Sowerby III, 1875)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rfn-xbw-xap
title: Cribrarula cribraria (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.ysnknt
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tenellia adspersa",
 "Country is Portugal",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010324-250811113504898/datasets/export for details.