cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/ccdc.csd.cc2bb4c6
title: CCDC 2154697: Experimental Crystal Structure Determination

description: Related Article: Takayuki Iwata, Mizuki Hyodo, Takumi Fujiwara, Ryusei Kawano, Leah Kuhn, Igor V. Alabugin, Mitsuru Shindo|2025|CSD Communication|||
description: Related Article: Takayuki Iwata, Mizuki Hyodo, Takumi Fujiwara, Ryusei Kawano, Leah Kuhn, Igor V. Alabugin, Mitsuru Shindo|2022|Synthesis|54|4971|doi:10.1055/a-1818-0576
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.cc2l1q7m
title: CCDC 2384930: Experimental Crystal Structure Determination

description: Related Article: chen xinfa|2025|CSD Communication|||
description: Related Article: Xinfa Chen, Xiaofeng Zhang, Can Leng, Chao Jiang, Wei Gong, Yan Liu, Yong Cui|2025|Nat. Synth.|||doi:10.1038/s44160-025-00909-1
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.cc2my8d8
title: CCDC 2441200: Experimental Crystal Structure Determination

description: Related Article: Yifei Zhou|2025|CSD Communication|||
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.cc2n0wdz
title: CCDC 2443711: Experimental Crystal Structure Determination

description: Related Article: Yifei Zhou|2025|CSD Communication|||
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.cc2n2h7h
title: CCDC 2445256: Experimental Crystal Structure Determination

description: Related Article: Yifei Zhou|2025|CSD Communication|||
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: 10.15468/dl.acuhuh
title: Occurrence Download

description: A dataset containing 10249 records in GBIF matching the query:
SELECT
 '10' AS fish_cell,
 GBIF_MGRSCode(1000, decimalLatitude, decimalLongitude, 0) AS cell, -- NO randomization
 COUNT(DISTINCT speciesKey) AS species_richness
 FROM occurrence
 WHERE hasCoordinate = TRUE
 AND speciesKey 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 decimalLatitude &gt;= -37.42857426825602
 AND decimalLatitude &lt;= -33.06103686093294
 AND decimalLongitude &gt;= -74.83335833227108
 AND decimalLongitude &lt;= -66.79339852040943
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND coordinateUncertaintyInMeters IS NOT NULL
 AND coordinateUncertaintyInMeters &lt;= 100
 GROUP BY fish_cell, cell

 The dataset's 10249 records were derived from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011726-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5wd4jr
title: Occurrence Download

description: A dataset listing the 386 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((2.23846 47.73227,2.2415 47.73011,2.24028 47.72895,2.24041 47.72781,2.24314 47.72805,2.24094 47.72504,2.24206 47.72387,2.24171 47.72306,2.24257 47.72252,2.24457 47.72247,2.24513 47.72179,2.24584 47.72228,2.24939 47.72117,2.25112 47.7219,2.25082 47.71877,2.25188 47.71817,2.25146 47.71758,2.2523 47.71694,2.25148 47.71695,2.25243 47.71449,2.25204 47.71059,2.25812 47.70999,2.25994 47.70942,2.26094 47.70717,2.25992 47.70663,2.26167 47.70438,2.26054 47.70273,2.26315 47.7026,2.26314 47.70289,2.26801 47.7033,2.27077 47.70239,2.27168 47.7026,2.27122 47.69999,2.27485 47.69854,2.2774 47.69815,2.27917 47.69858,2.27917 47.69934,2.27984 47.69939,2.28244 47.69683,2.2831 47.69696,2.2843 47.69575,2.29624 47.70042,2.30665 47.70253,2.30806 47.70379,2.31546 47.70625,2.31817 47.70655,2.3271 47.71066,2.32973 47.71248,2.33358 47.71639,2.33556 47.71728,2.33667 47.71841,2.33601 47.71956,2.33841 47.7254,2.33813 47.731,2.33553 47.73437,2.33492 47.73659,2.3335 47.73776,2.33361 47.73858,2.33274 47.73861,2.33268 47.73932,2.33192 47.73934,2.32946 47.74201,2.3304 47.74281,2.3293 47.74392,2.32948 47.74453,2.32777 47.74531,2.32763 47.74684,2.32566 47.74952,2.32498 47.75329,2.32322 47.75436,2.32271 47.75851,2.31664 47.75752,2.31562 47.75847,2.31298 47.75843,2.31079 47.76008,2.3095 47.76002,2.30001 47.762,2.29533 47.76574,2.28625 47.77006,2.28497 47.77014,2.28364 47.76811,2.28048 47.76762,2.27702 47.76934,2.27631 47.76883,2.27326 47.76984,2.26934 47.76758,2.26622 47.76432,2.26604 47.7633,2.26659 47.76333,2.26694 47.76177,2.26557 47.76136,2.26375 47.76164,2.26434 47.76,2.26082 47.75664,2.2554 47.74489,2.25072 47.74166,2.24899 47.73873,2.24879 47.73651,2.24358 47.73318,2.23846 47.73227))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tracheophyta",
 "Year 2015-2026"
 ]
}

 The dataset's 386 records were derived from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011713-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6v4n8j
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acacia palmeri"
 ]
}

 The dataset includes 6 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011741-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18483236
title: Psychological Safety in Software Development: Interview Transcripts, Coding Schema, and Empirical Dataset

description: This repository contains the research artifacts supporting the doctoral thesis “Unraveling Psychological Safety in Software Engineering: Empirical Insights”. The dataset includes translated interview transcripts with software professionals, the qualitative coding schema adopted in the analysis, raw datasets retrieved from SESWE and SEPM via automated queries and the complete empirical dataset used across the studies presented in the thesis.

The materials were collected and analyzed following established qualitative research guidelines in Software Engineering and are provided to support transparency, reproducibility, and secondary analysis. Sensitive information has been anonymized to protect participants’ confidentiality.
DOI: 10.5281/zenodo.18483235
title: Psychological Safety in Software Development: Interview Transcripts, Coding Schema, and Empirical Dataset

description: This repository contains the research artifacts supporting the doctoral thesis “Unraveling Psychological Safety in Software Engineering: Empirical Insights”. The dataset includes translated interview transcripts with software professionals, the qualitative coding schema adopted in the analysis, raw datasets retrieved from SESWE and SEPM via automated queries and the complete empirical dataset used across the studies presented in the thesis.

The materials were collected and analyzed following established qualitative research guidelines in Software Engineering and are provided to support transparency, reproducibility, and secondary analysis. Sensitive information has been anonymized to protect participants’ confidentiality.
DOI: 10.5281/zenodo.18412488
title: MARCS Atmosphere Grids for DustyPY

description: This dataset contains high-resolution MARCS atmosphere grids interpolated for use with the DustyPY radiative transfer wrapper.

Content: >  consolidated FITS files containing synthetic stellar spectra for a range of Effective Temperatures (Teff) and Surface Gravities (logg) at multiple metallicity.

Usage: > These grids are designed to be used with the DustyPY Python package to provide realistic stellar source functions for radiative transfer modeling.

Code Repository: The source code to utilize these grids and perform MCMC fitting is available at: https://github.com/gtomass/DustyPY
DOI: 10.5281/zenodo.18412489
title: MARCS Atmosphere Grids for DustyPY

description: This dataset contains high-resolution MARCS atmosphere grids interpolated for use with the DustyPY radiative transfer wrapper.

Content: >  consolidated FITS files containing synthetic stellar spectra for a range of Effective Temperatures (Teff) and Surface Gravities (logg) at multiple metallicity.

Usage: > These grids are designed to be used with the DustyPY Python package to provide realistic stellar source functions for radiative transfer modeling.

Code Repository: The source code to utilize these grids and perform MCMC fitting is available at: https://github.com/gtomass/DustyPY
DOI: 10.5255/ukda-sn-858263
title: Using Discrete Choice Experiments (DCEs) to Compare Social and Personal Preferences for Health and Well-Being Outcomes, 2022

description: Economic evaluations in health typically assume a nonwelfarist framework, arguably better served by preferences elicited from a social perspective than a personal one. However, most health state valuation studies elicit personal preferences, leading to a methodological inconsistency. No studies have directly compared social and personal preferences for outcomes using otherwise identical scenarios, leaving their empirical relationship unclear.
This unique study examines whether the choice of eliciting preferences from a social or personal perspective influences valuations of health and well-being outcomes.
Using discrete choice experiments, social and personal preferences for health and well-being attributes were elicited from the UK general public recruited from an internet panel (n = 1,020 personal, n = 3,009 social surveys). Mixed logit models were estimated, and willingness-to-pay (WTP) values for each attribute were calculated to compare differences between the 2 perspectives.
While no significant differences were observed in the effects of physical and mental health, loneliness, and neighborhood safety across the 2 perspectives, significant differences emerged in WTP values for employment and housing quality. For instance, other things being the same, personal preferences rate being retired as more preferable than being an informal caregiver, but the social preferences rate them in the reverse order.
Our findings demonstrate that the perspective matters, particularly for valuing outcomes such as employment and housing. These findings indicate that the exclusive use of personal preferences to value states such as employment and housing quality may potentially lead to suboptimal resource allocation, given that such valuations reflect individual rather than societal benefit. This highlights the importance of considering perspective especially in the resource allocation of public health interventions.
DOI: 10.15468/dl.rbqf46
title: Occurrence Download

description: A dataset containing 288 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Darlingia darlingiana",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 288 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011743-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.http4v
title: Occurrence Download

description: A dataset containing 164405 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Netherlands, Belgium, France, Germany)",
 "OccurrenceStatus is Present",
 "TaxonKey is Orchidaceae",
 "Year 2024-2026"
 ]
}

 The dataset includes 164405 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011689-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.92p62y
title: Occurrence Download

description: A dataset containing 4559 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "OccurrenceStatus is Present",
 "StateProvince is Gelderland",
 "TaxonKey is Fallopia japonica",
 "Year 2015-2025"
 ]
}

 The dataset includes 4559 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011744-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d6kp9k
title: Occurrence Download

description: A dataset containing 4350068 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 4350068 records from 569 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011699-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t8wxys
title: Occurrence Download

description: A dataset containing 575952 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves",
 "Year 2000-2026"
 ]
}

 The dataset includes 575952 records from 357 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011722-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ccrtsd
title: Occurrence Download

description: A dataset listing the 1050 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((2.03139 43.43668,2.03601 43.43691,2.04226 43.4374,2.04767 43.43793,2.07059 43.44491,2.07732 43.44051,2.0846 43.43287,2.09161 43.42658,2.09586 43.42075,2.10153 43.41577,2.10673 43.4203,2.10707 43.42245,2.10685 43.42528,2.10345 43.4366,2.09711 43.44555,2.091 43.45132,2.08432 43.45472,2.07687 43.46206,2.07013 43.46583,2.06483 43.46754,2.05692 43.46673,2.04919 43.46206,2.03913 43.45433,2.03159 43.44631,2.03139 43.43668))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year 2016-2026"
 ]
}

 The dataset's 1050 records were derived from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011728-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vkvhbd
title: Occurrence Download

description: A dataset containing 2956 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Suaeda glauca, Phragmites australis, Suaeda japonica)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((115 25,130 25,130 40,115 40,115 25))"
 ]
}

 The dataset includes 2956 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011745-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18483350
title: SARS-CoV-2 Sequenzdaten aus Deutschland

description: Im Datensatz "SARS-CoV-2-Sequenzdaten aus Deutschland" umfasst vollständige Virusgenomsequenzen sowie zugehörige Metadaten aus bundesweit erhobenen Proben. Die Proben werden in Zusammenarbeit vom IMSSC2-Labornetzwerk, dem Nationalen Referenzzentrum für Coronaviren an der Charité sowie dem RKI sequenziert und bioinformatisch analysiert. Der Datensatz ermöglicht eine fundierte molekular-epidemiologische Analyse der SARS-CoV-2-Ausbreitung in Deutschland und stellt eine zentrale Ressource für Forschung und öffentliche Gesundheitsüberwachung dar.
DOI: 10.15468/dl.bsyscz
title: Occurrence Download

description: A dataset containing 188 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eidothea zoexylocarya",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 188 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011747-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18483361
title: augMENTOR - IASIS Pilot Data: Logs, Grades and 21st Century Competencies (Anonymized)

description: This dataset contains anonymized interaction logs, academic performance (grades), and 21st Century Competency (4Cs) assessments from the IASIS pilot conducted within the augMENTOR project.
DOI: 10.5281/zenodo.18483360
title: augMENTOR - IASIS Pilot Data: Logs, Grades and 21st Century Competencies (Anonymized)

description: This dataset contains anonymized interaction logs, academic performance (grades), and 21st Century Competency (4Cs) assessments from the IASIS pilot conducted within the augMENTOR project.
DOI: 10.15468/dl.3r4c74
title: Occurrence Download

description: A dataset containing 875176 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mammalia",
 "Year 2000-2026"
 ]
}

 The dataset includes 875176 records from 420 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011727-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pavdqh
title: Occurrence Download

description: A dataset containing 311237 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rattus norvegicus (Berkenhout, 1769)"
 ]
}

 The dataset includes 311237 records from 1239 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005783-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17860884
title: Revealing bosonic exchange symmetry in two-photon temporal wavefunction

description: Data and source code for processing Figure 3 & 4 in manuscript "Revealing bosonic exchange symmetry in two-photon temporal wavefunction".
DOI: 10.5281/zenodo.17860885
title: Revealing bosonic exchange symmetry in two-photon temporal wavefunction

description: Data and source code for processing Figure 3 & 4 in manuscript "Revealing bosonic exchange symmetry in two-photon temporal wavefunction".
DOI: 10.5281/zenodo.17483373
title: Future projections of port expansions and climate risks

description: This repository can be used to reproduce the results and figures of Verschuur et al. (under review) 'Climate risks to port infrastructure for future global trade'. This combines information on global port infrastructure, future trade and investment needs, and climate risks. 

The repository contains two notebooks:-Future_port_expansions.ipynb — estimates required infrastructure expansion and associated investment costs relative to GDP and throughput projections for 2050.

This nodebook needs to be run first, or results in the "Output" folder can be used to run the climate risks notebook. 

-Future_climate_risks.ipynb — assesses climate hazard impacts to future global ports, including physical and operational downtime risks under multiple RCP scenarios.

 

Please see the ReadMe file for further details. 

 

For questions, contact: Jasper Verschuur (jasper.verschuur@eci.ox.ac.uk/J.Verschuur@tudelft.nl)
DOI: 10.5281/zenodo.17483374
title: Future projections of port expansions and climate risks

description: This repository can be used to reproduce the results and figures of Verschuur et al. (under review) 'Climate risks to port infrastructure for future global trade'. This combines information on global port infrastructure, future trade and investment needs, and climate risks. 

The repository contains two notebooks:-Future_port_expansions.ipynb — estimates required infrastructure expansion and associated investment costs relative to GDP and throughput projections for 2050.

This nodebook needs to be run first, or results in the "Output" folder can be used to run the climate risks notebook. 

-Future_climate_risks.ipynb — assesses climate hazard impacts to future global ports, including physical and operational downtime risks under multiple RCP scenarios.

 

Please see the ReadMe file for further details. 

 

For questions, contact: Jasper Verschuur (jasper.verschuur@eci.ox.ac.uk/J.Verschuur@tudelft.nl)
DOI: 10.15468/dl.rpr4v3
title: Occurrence Download

description: A dataset containing 5052 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crataegus media",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5052 records from 124 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008087-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f75ujh
title: Occurrence Download

description: A dataset containing 8450 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Kummerowia striata",
 "Year 1975-2024"
 ]
}

 The dataset includes 8450 records from 241 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007683-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.crhjas
title: Occurrence Download

description: A dataset containing 9272 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lespedeza bicolor",
 "Year 1975-2024"
 ]
}

 The dataset includes 9272 records from 241 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007686-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.