cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18086860
title: Large-scale aggregation of humid heatwaves exacerbated by coastal oceanic warming

description: The code is available at https://github.com/FenyingCai/humid_heatwaves_ocean_networks/.
DOI: 10.5281/zenodo.17571172
title: Dataset for publication
DOI: 10.5281/zenodo.16883669
title: Fog Droplet Size Distribution for Fog Case 1-1, Fog Case 4, Fog Case 10, Fog Case 18 and Fog Case 20
DOI: 10.5281/zenodo.18552099
title: Fog Droplet Size Distribution for Fog Case 1-1, Fog Case 4, Fog Case 10, Fog Case 18 and Fog Case 20
DOI: 10.12751/g-node.w7feq2
title: Functional bipartite invariance in mouse primary visual cortex receptive fields

description: This dataset contains large-scale recordings from layer 2/3 neurons in mouse
primary visual cortex (V1) collected under awake, head-fixed conditions. 
It supports the study “Functional bipartite invariance in mouse primary visual
cortex receptive fields” (Ding, Tran, et al., Nature Neuroscience, 2026). 
The data include two-photon calcium imaging from 17 mice as well as model-predicted
neuronal responses generated using an inception loop framework that integrates 
predictive modeling with in vivo validation. The repository provides preprocessed 
neural responses, stimulus images, and associated behavioral measurements necessary
to reproduce and extend the analyses reported in the study.
description: IsSupplementTo: Ding, Z., Tran, D. T., Ponder, K., Ding, Z., Froebe, R., Ntanavara, L., Fahey, P. G., Cobos, E., ... & Tolias, A. S. (2026). Functional bipartite invariance in mouse primary visual cortex receptive fields. Nature Neuroscience. (https://doi.org/10.1038/s41593-026-02213-3)
description: IsSupplementTo: Ding, Z., Tran, D. T., Ponder, K., Ding, Z., Froebe, R., Ntanavara, L., Fahey, P. G., Cobos, E., ... & Tolias, A. S. (2025). Bipartite invariance in mouse primary visual cortex. bioRxiv. (https://doi.org/10.1101/2023.03.15.532836)
description: IsReferencedBy: Code for analysis of the dataset. Github. https://github.com/cajal/microns-vei-2025.
DOI: 10.15468/dl.82rsx7
title: Occurrence Download

description: A dataset containing 195017 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.18_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 195017 records from 207 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002814-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2uq22u
title: Occurrence Download

description: A dataset containing 1741 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gyrinidae",
 "MediaType is Image",
 "BasisOfRecord is one of (Living Specimen, Observation, Human Observation, Machine Observation, Occurrence evidence, Specimen)",
 "Continent is Europe"
 ]
}

 The dataset includes 1741 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002866-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kgg9mz
title: Occurrence Download

description: A dataset containing 1764 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Human Observation)",
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lepanthes"
 ]
}

 The dataset includes 1764 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002868-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jp8z2w
title: Occurrence Download

description: A dataset containing 290933 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Harvard University Herbaria: All Records",
 "InstitutionCode is nebc"
 ]
}

 The dataset includes 290933 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002832-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tdgr5q
title: Occurrence Download

description: A dataset containing 2306 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Living Specimen)",
 "Continent is South America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Erythrina crista-galli",
 "Year 1990-2026"
 ]
}

 The dataset includes 2306 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002869-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xvybyt
title: Occurrence Download

description: A dataset containing 141 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lithothamnion ruptile"
 ]
}

 The dataset includes 141 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002871-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.staj8j
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "GadmGid is USA.15.80_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Membracidae"
 ]
}

 The dataset includes 33 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002873-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60686/t-fsd4018
title: FSD4018 Quality and Effectiveness of Social Work: Employee Survey 2024
DOI: 10.5281/zenodo.18551813
title: Comparison of path planning algorithms for manipulator robots in collaborative manufacturing environments

description: Trajectory planning algorithms are essential in human-robot collaboration (HRC), as they must generate efficient trajectories for seamless interaction. Given the risks and complexity of testing in real-world scenarios, a virtual environment was developed in Unity 3D, integrating a digital twin of the UR3 robot that delivers workpieces to a user equipped with a Meta Quest device. The RRT, RRT-Star (RRTS), and RRT-Connect (RRTC) algorithms were evaluated using ANOVA and Tukey post-hoc tests, considering the following response variables: safety, feasibility, smoothness, and computation time across three experimental scenarios characterized by (i) low, (ii) medium, and (iii) high levels of movement of the participant’s left hand. The statistical results indicate that RRTC exhibited the best performance in terms of smoothness and computation time. Based on these findings, a multicriteria decision-making analysis was conducted using the Analytic Hierarchy Process (AHP), combining quantitative evidence derived from the statistical analysis with expert judgments supported by bibliographic references. This multicriteria analysis enabled the coherent integration of the different evaluation criteria and concluded that RRTC is the most suitable alternative for collaborative assembly tasks in CHR environments.
DOI: 10.5281/zenodo.18551814
title: Comparison of path planning algorithms for manipulator robots in collaborative manufacturing environments

description: Trajectory planning algorithms are essential in human-robot collaboration (HRC), as they must generate efficient trajectories for seamless interaction. Given the risks and complexity of testing in real-world scenarios, a virtual environment was developed in Unity 3D, integrating a digital twin of the UR3 robot that delivers workpieces to a user equipped with a Meta Quest device. The RRT, RRT-Star (RRTS), and RRT-Connect (RRTC) algorithms were evaluated using ANOVA and Tukey post-hoc tests, considering the following response variables: safety, feasibility, smoothness, and computation time across three experimental scenarios characterized by (i) low, (ii) medium, and (iii) high levels of movement of the participant’s left hand. The statistical results indicate that RRTC exhibited the best performance in terms of smoothness and computation time. Based on these findings, a multicriteria decision-making analysis was conducted using the Analytic Hierarchy Process (AHP), combining quantitative evidence derived from the statistical analysis with expert judgments supported by bibliographic references. This multicriteria analysis enabled the coherent integration of the different evaluation criteria and concluded that RRTC is the most suitable alternative for collaborative assembly tasks in CHR environments.
DOI: 10.15468/dl.yb9jkp
title: Occurrence Download

description: A dataset containing 481575 records in GBIF matching the query:

 SELECT gbifid, datasetkey, specieskey, kingdom, phylum, class, "order", family, genus, species, scientificname, decimallatitude, decimallongitude, eventdate, institutioncode, "year" AS obs_year, basisofrecord, coordinateuncertaintyinmeters, issue
 FROM occurrence
 WHERE
 decimallatitude IS NOT NULL
 AND decimallongitude IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND coordinateuncertaintyinmeters IS NOT NULL
 AND coordinateuncertaintyinmeters &gt; 0
 AND coordinateuncertaintyinmeters &lt;= 200.0
 AND decimallatitude &gt;= 46.479780028101516
 AND decimallatitude &lt;= 51.21395264452012
 AND decimallongitude &gt;= -100.2215702458641
 AND decimallongitude &lt;= -88.12157328514692
 AND GBIF_Within('POLYGON ((-88.121573 46.479780, -88.121573 51.213953, -100.221570 51.213953, -100.221570 46.479780, -88.121573 46.479780))', decimallatitude, decimallongitude) = TRUE
 

 The dataset's 481575 records were derived from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002836-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bf9a57
title: Occurrence Download

description: A dataset containing 18004 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Census of the animals of Benin"
 ]
}

 The dataset includes 18004 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002875-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n9j6br
title: Occurrence Download

description: A dataset containing 383 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is one of (CHN.30_1, CHN.8_1, CHN.7_1)",
 "TaxonKey is one of (Illicium verum, Cinnamomum cassia, Amomum, Angelica dahurica)",
 "Year 1000-2026"
 ]
}

 The dataset includes 383 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002876-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yk4crh
title: Occurrence Download

description: A dataset containing 4800 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Agrilus planipennis"
 ]
}

 The dataset includes 4800 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002878-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.evnr3g
title: Occurrence Download

description: A dataset containing 152676 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scoloplos",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 152676 records from 423 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002826-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w8z4hr
title: Occurrence Download

description: A dataset containing 386 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eulidia yarrellii"
 ]
}

 The dataset includes 386 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002877-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/fe5rkm
title: 2019 Data

description: This dataset includes data from the 2019 field experiment, including:
1. flea beetle feeding damage data;
2. flea beetle count data from sticky card sampling;
3. flea beetle count data from vacuum sampling; and
4. yield data.
DOI: 10.18167/dvn1/s4lmwt
title: Causal network dataset derived from participatory modelling of territorial dynamics in the six intervention areas of the PACTE project
title: Ensemble de données sur les réseaux causaux dérivés de la modélisation participative des dynamiques territoriales dans les six zones d'intervention du projet PACTE

description: For the 26 territorial units composing the six intervention areas of the PACTE project, models of territorial dynamics were built with local actors elucidating, in the form of networks, cause-and-effect relationships between the policy and institutional contexts, key environmental and socioeconomic dynamics and local livelihood strategies.
This dataset is composed of tabular data describing the nodes and edges of the resulting causal network.
description: Climate Change Adaptation Program for Vulnerable Rural Territories of Tunisia (PACTE, 2018-2027)
DOI: 10.60686/t-fsd4064
title: FSD4064 Citizens' Pulse: Combined Data 2025
DOI: 10.17026/ss/d62yth
title: Dutch Parliamentary Election Study 2023 (DPES/NKO 2023)
title: Nationaal Kiezersonderzoek 2023 (NKO 2023)

description: The Dutch Parliamentary Election Study 2023 has been conducted by the Foundation of Electoral Studies in The Netherlands (Stichting Kiezeronderzoek Nederland; SKON).


The Dutch Parliamentary Election Studies (DPES) are a series of national surveys carried out under the auspices of the Dutch Electoral Research Foundation (SKON). These surveys have been conducted since 1971. Many questions are replicated across studies, although fresh questions are included in each new round. The major substantive areas consistently covered include the respondents' attitudes toward and expectations of the government and its effectiveness in both domestic and foreign policy, the most important problems facing the people of the Netherlands, the respondents' voting behavior and participation history, and his/her knowledge of and faith in the nation's political leaders.


The DPES data were collected via two different panels: via the LISS-panel monitored by CenterData and via the non-self subscribe panel from I&O-research. Both samples were used to build the DPES2023. 


The DPES2023 data consists of three datasets, which can be merged, but if done so, the data will not be representative anymore.


1. The standard DPES2023 dataset, aimed to be representative for the 2023 eligible voters. It includes weights to address population distortions. This dataset also includes items that were formulated by Young Scholars; these items become available from February 2025 onwards.


2. [not available yet] A dataset including eligible voters with a migration background 


3. [not available yet] A dataset including eligible voters with an education other than tertiary higher vocational (hbo) or university
description: NKO / DPES
DOI: 10.15468/dl.zqygyt
title: Occurrence Download

description: A dataset containing 178 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Arundinella bengalensis"
 ]
}

 The dataset includes 178 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002879-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18459605
title: Annotated Event-based Gaze and Eye Position Dataset by Angelopoulos et al. "Event-Based Near-Eye Gaze Tracking Beyond 10,000 Hz"
DOI: 10.15468/dl.xava56
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lithothamnion proliferum"
 ]
}

 The dataset includes 36 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002881-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7asqdb
title: Occurrence Download

description: A dataset containing 696 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cypripedium ventricosum"
 ]
}

 The dataset includes 696 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002883-260208012135463/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.29231234
title: figures

description: Our article is a follow-up to the research article entitled “The catalog of Hvar Observatory solar observations” published by Solar Physics. We performed a Sun-to-Earth analysis of Earth-directed eruptive events from the Hvar catalog, reliably associating them with coronal mass ejections and their interplanetary counterparts where possible, and examined the consistency between their remote and in situ signatures.
DOI: 10.6084/m9.figshare.29231234.v1
title: figures

description: Our article is a follow-up to the research article entitled “The catalog of Hvar Observatory solar observations” published by Solar Physics. We performed a Sun-to-Earth analysis of Earth-directed eruptive events from the Hvar catalog, reliably associating them with coronal mass ejections and their interplanetary counterparts where possible, and examined the consistency between their remote and in situ signatures.
DOI: 10.18128/d080.v12
title: IPUMS Demographic and Health Surveys: Version 12

description: The IPUMS-DHS project harmonizes Demographic and Health Surveys (DHS) data and documentation for low- and middle-income coutnries around the world to facilitate comparative research across time and countries. The DHS are a primary source of information on health and well-being. IPUMS-DHS is designed to facilitate analysis of DHS data across time and space. IPUMS-DHS adds value to the original DHS samples in the following ways: variables are coded consistently across countries and over time; web-based search and discovery tools display variable availability across surveys; documentation is organized on a cross-survey, variable-specific basis; and researchers can merge files and create customized datasets using a web dissemination system, at no cost. IPUMS-DHS includes a wide range of health-related topics for women of childbearing age, the women's births and young children, non-elderly men, and household members of all ages. IPUMS-DHS also includes another unit of analysis, woman-months, which simplifies analyzing retrospective calendar data on births, pregnancies, pregnancy terminations, and contraceptive use.
DOI: 10.13140/rg.2.2.16588.68482
title: Winter Solstcie 9. 38 Hours Location PROPOSED "Stefani Des Thives" with Relationship of angle 1/ α Deg Azimuthal at Location.
DOI: 10.5281/zenodo.18552361
title: LINF_320039100

description: Leucine-rich repeat-containing protein; Leishmania infantum (strain JPCM5)
DOI: 10.5281/zenodo.18552362
title: LINF_320039100

description: Leucine-rich repeat-containing protein; Leishmania infantum (strain JPCM5)
DOI: 10.15468/dl.bt8bbc
title: Occurrence Download

description: A dataset containing 855 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Arundinella berteroniana"
 ]
}

 The dataset includes 855 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002884-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s3z75s
title: Occurrence Download

description: A dataset containing 109 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lithothamnion occidentale"
 ]
}

 The dataset includes 109 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002885-260208012135463/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.cc2gv2l0
title: CCDC 2289182: Experimental Crystal Structure Determination

description: Related Article: Nirmal Kumar Shee, Hee-Joon Kim
|2023|Molbank|2023|M1723|doi:10.3390/M1723
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2kjc1j
title: CCDC 2369207: Experimental Crystal Structure Determination

description: Related Article: Jérémy Willot, Rachid Taakili, Mohammad Ameskal, Carine Duhayon, Noël Lugan, Yves Canac, Dmitry A. Valyaev|2024|Eur.J.Inorg.Chem.|27|e202400489|doi:10.1002/ejic.202400489
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.17026/ss/dqok4h
title: Dutch Local Election Study 2018 (DLES/LKO 2018)
title: Lokaal Kiezersonderzoek 2018 (LKO 2018)

description: The Dutch Local Election Study 2018 has been an enterprise of the Foundation of Electoral Studies in The Netherlands (Stichting Kiezers Onderzoek Nederland; SKON). The data were collected within the LISS-panel collected by CentERdata. Data are archived by CentERdata, and can be accessed there.
 
https://www.dataarchive.lissdata.nl/study-units/view/1223
https://www.dataarchive.lissdata.nl/study-units/view/1225
DOI: 10.15468/dl.umat5n
title: Occurrence Download

description: A dataset containing 383 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is one of (CHN.30_1, CHN.8_1, CHN.7_1)",
 "TaxonKey is one of (Illicium verum, Cinnamomum cassia, Amomum, Angelica dahurica)",
 "Year 1000-2026"
 ]
}

 The dataset includes 383 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002886-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.