cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/cc1j2d00
title: CCDC 1402471: Experimental Crystal Structure Determination

description: Related Article: Shou-Ling Cheng ,  Xiao-Ling Jiang ,  Yong Shi ,  Wei-Sheng Tian|2015|Org.Lett.|17|2346|doi:10.1021/acs.orglett.5b00821
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/cc1j2d11
title: CCDC 1402472: Experimental Crystal Structure Determination

description: Related Article: Shou-Ling Cheng ,  Xiao-Ling Jiang ,  Yong Shi ,  Wei-Sheng Tian|2015|Org.Lett.|17|2346|doi:10.1021/acs.orglett.5b00821
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/cc1j2d22
title: CCDC 1402473: Experimental Crystal Structure Determination

description: Related Article: Shou-Ling Cheng ,  Xiao-Ling Jiang ,  Yong Shi ,  Wei-Sheng Tian|2015|Org.Lett.|17|2346|doi:10.1021/acs.orglett.5b00821
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/cc1j2d77
title: CCDC 1402478: Experimental Crystal Structure Determination

description: Related Article: Yifei Li, Chengjie Feng, Hui Shi, Xianxiu Xu|2016|Org.Lett.|18|324|doi:10.1021/acs.orglett.5b03506
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.cc1j2d33
title: CCDC 1402474: Experimental Crystal Structure Determination

description: Related Article: Huilu Wu, S.O. Aderinto, Yuling Xu, Han Zhang, Zaihui Yang|2016|J.Chem.Res.|40|492|doi:10.3184/174751916X14665109046089
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/cc1j28c7
title: CCDC 1402358: Experimental Crystal Structure Determination

description: Related Article: Francisco Ramón Fortea-Pérez, Berit L. Rothenpieler, Nadia Marino, Donatella Armentano, Giovanni De Munno, Miguel Julve, Salah-Eddine Stiriba|2015|Inorg.Chem.Front.|2|1029|doi:10.1039/C5QI00093A
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/cc1j2d44
title: CCDC 1402475: Experimental Crystal Structure Determination

description: Related Article: Pan Liu, Yu Zhu, Li Xia, Yun-Long Wu, Xiao-Qing Lu, Chang-Kun Xia, Ji-Min Xie|2015|Polyhedron|102|276|doi:10.1016/j.poly.2015.07.004
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/cc1j2dbb
title: CCDC 1402481: Experimental Crystal Structure Determination

description: Related Article: Yoko Akune, Haruyuki Gontani, Risa Hirosawa, Atsushi Koseki, Shinya Matsumoto|2015|CrystEngComm|17|5789|doi:10.1039/C5CE01004G
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.gevmp5
title: Occurrence Download

description: A dataset containing 26819 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Spiraea alba",
 "HasCoordinate is true"
 ]
}

 The dataset includes 26819 records from 268 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051938-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.35042.59846
title: barrier at Selyemrét Nature Trail
DOI: 10.15468/dl.6f5td3
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "TaxonKey is Callosciurus finlaysonii"
 ]
}

 The dataset includes 54 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051937-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/zbfppg3dsb
title: Manuscrit de thèse : ESM du Chapitre 4

description: ESM 2 : Taxonomic, trophic, and morphometric data of identified fishes per site.
ESM 4 : Species richness, abundance and biomass (lg) of each trophic group at each site.
ESM 6 : Percentage and cumulative variance explained by each of the 8 PCA dimensions of each acoustic metric type at Guadeloupe and Mayotte islands.
ESM 7 : Coordinates of the acoustic metrics calculation parameterizations on each PCA dimension.
ESM 8 : Pvalues of Kruskal Wallis and Spearman test on the effect of calculation parameters on PCA dimensions of each acosustic metric type at Mayotte and Guadeloupe islands.
ESM 9 : Details (PCA dimensions, coefficient, weight and R²) of single-type predictive models.
ESM 10 : Details and composition of multi-type predictives models
DOI: 10.17632/zbfppg3dsb.1
title: Manuscrit de thèse : ESM du Chapitre 4

description: ESM 2 : Taxonomic, trophic, and morphometric data of identified fishes per site.
ESM 4 : Species richness, abundance and biomass (lg) of each trophic group at each site.
ESM 6 : Percentage and cumulative variance explained by each of the 8 PCA dimensions of each acoustic metric type at Guadeloupe and Mayotte islands.
ESM 7 : Coordinates of the acoustic metrics calculation parameterizations on each PCA dimension.
ESM 8 : Pvalues of Kruskal Wallis and Spearman test on the effect of calculation parameters on PCA dimensions of each acosustic metric type at Mayotte and Guadeloupe islands.
ESM 9 : Details (PCA dimensions, coefficient, weight and R²) of single-type predictive models.
ESM 10 : Details and composition of multi-type predictives models
DOI: 10.17632/jrg47jtb9s
title: data

description: Research Data
DOI: 10.17632/jrg47jtb9s.1
title: data

description: Research Data
DOI: 10.17632/sm83ff497n
title: Dose Response Test of Patient - derived Cancer Organoids to Irradiation

description: Our research hypothesis was that patient-derived rectal cancer organoids would exhibit dose-dependent radiosensitivity to X-ray irradiation (0–16 Gy) and that image-based analysis would more accurately reflect this sensitivity than the CCK8 assay. The dataset includes two key files: radiation survival.pzf (image-based survival counts of organoids) and radiation cck8.pzf (CCK8 assay absorbance values measured via microplate reader, with 3 biological replicates per dose/time point). The data shows organoids displayed tumor-like heterogeneity and a clear dose-dependent decrease in survival (e.g., 16 Gy reduced survival to ~15% of controls via imaging), while the CCK8 assay failed to accurately capture this response; a notable finding is that image-based analysis generated representative survival curves (with a linear slope, shoulder region, and subsequent straightening), confirming its reliability for assessing organoid radiosensitivity. This data can be interpreted as validating rectal cancer organoids as a viable model for radiosensitivity research and image-based analysis as the optimal assessment method. To use it, researchers can apply tools like Excel or GraphPad Prism for replicating survival curve analyses or secondary research (e.g., exploring sub-group differences in organoid sensitivity), with all experiments repeated and outliers excluded via Grubbs’ test to ensure reproducibility.
DOI: 10.17632/sm83ff497n.1
title: Dose Response Test of Patient - derived Cancer Organoids to Irradiation

description: Our research hypothesis was that patient-derived rectal cancer organoids would exhibit dose-dependent radiosensitivity to X-ray irradiation (0–16 Gy) and that image-based analysis would more accurately reflect this sensitivity than the CCK8 assay. The dataset includes two key files: radiation survival.pzf (image-based survival counts of organoids) and radiation cck8.pzf (CCK8 assay absorbance values measured via microplate reader, with 3 biological replicates per dose/time point). The data shows organoids displayed tumor-like heterogeneity and a clear dose-dependent decrease in survival (e.g., 16 Gy reduced survival to ~15% of controls via imaging), while the CCK8 assay failed to accurately capture this response; a notable finding is that image-based analysis generated representative survival curves (with a linear slope, shoulder region, and subsequent straightening), confirming its reliability for assessing organoid radiosensitivity. This data can be interpreted as validating rectal cancer organoids as a viable model for radiosensitivity research and image-based analysis as the optimal assessment method. To use it, researchers can apply tools like Excel or GraphPad Prism for replicating survival curve analyses or secondary research (e.g., exploring sub-group differences in organoid sensitivity), with all experiments repeated and outliers excluded via Grubbs’ test to ensure reproducibility.
DOI: 10.17632/w7xc9bzfv6
title: NMR Data Set Brominated Scopolamine Derivatives

description: Raw NMR spectra data for characterizing scopolamine hydrobromide (SHBr) and scopolamine N-butyl bromide (SBBr) at pH 2
DOI: 10.17632/w7xc9bzfv6.1
title: NMR Data Set Brominated Scopolamine Derivatives

description: Raw NMR spectra data for characterizing scopolamine hydrobromide (SHBr) and scopolamine N-butyl bromide (SBBr) at pH 2
DOI: 10.17632/3vsydc47vd.1
title: Data on the Influence of Light Intensity and Glucose Concentration on Biomass Productivity of Nannochloropsis Micro-Algae in Sustainable Biofuel Development

description: These research work data were obtained from the experimental investigation and statistical analysis of the Influence of light intensity and glucose concentration on biomass productivity of oleaginous Nannochloropsis oceanica micro-Algae in sustainable biofuel development. Table 1 describes the chemical components and compositions of the nutrients (modified BG-11 stock solution and trace metals solution) that were used to prepare the modified blue-green algae growth medium. While table 2 and figure 1 show the positive linear relationship up to saturation point between daily biomass productivity of Nannochloropsis oceanica micro-algae and light intensities under photoautotrophic growth conditions. Also, the effect of glucose concentration on heterotrophic Nannochloropsis oceanica micro-algae biomass productivity is described by table 3 and figure 4. It can be observed that the growth rate of Nannochloropsis oceanica micro-algae under heterotrophic conditions was markedly affected by glucose concentration. Finally, tables 4 and 5 represent the parameters results of one-way analysis of variance (ANOVA) for the effect of light intensities and glucose concentrations on Nannochloropsis oceanica micro-algae biomass productivity under photoautotrophic and heterotrophic growth conditions respectively.
DOI: 10.17632/swk97wxzzg
title: Automated Facial Landmark Analysis vs. Manual Coding: Accuracy in Dog Emotional Expression Classification

description: This dataset contains behavioural and facial landmark data from dogs recorded during a firework situation and a control evening without fireworks.
The Excel sheet includes manually coded behaviours based on a predefined ethogram, along with descriptions of all variables used in the analysis. Additionally, two ZIP folders contain CSV files with facial landmark coordinates extracted from video frames. These datasets were analysed using two Python scripts, each corresponding to one analytical approach: (1) manual behaviour coding and (2) automated facial landmark analysis.
DOI: 10.17632/swk97wxzzg.1
title: Automated Facial Landmark Analysis vs. Manual Coding: Accuracy in Dog Emotional Expression Classification

description: This dataset contains behavioural and facial landmark data from dogs recorded during a firework situation and a control evening without fireworks.
The Excel sheet includes manually coded behaviours based on a predefined ethogram, along with descriptions of all variables used in the analysis. Additionally, two ZIP folders contain CSV files with facial landmark coordinates extracted from video frames. These datasets were analysed using two Python scripts, each corresponding to one analytical approach: (1) manual behaviour coding and (2) automated facial landmark analysis.
DOI: 10.5281/zenodo.17422431
title: Netherlands North Sea Ocean Acidification Monitoring Programme v2025.06

description: Monitoring programme of the Dutch Ministry of Infrastructure and Water Management to improve the understanding of dynamics and trends in ocean acidification parameters in the Dutch sector of the North Sea. This dataset (version 2025.06) contains all measurements from all batches of analysis up to and including June 2025 for which auxiliary variables (temperature, salinity and nutrients) were available from Rijkswaterstaat at the time of publication, specifically, 1492 measurements of dissolved inorganic carbon, 1491 of total alkalinity and 1336 of pH, from 22 January 2018 to 30 April 2025. This dataset is a replacement for the previous version (v2024.08; doi:10.25850/nioz/7b.b.zh). All data that appear in both this and the previous version are identical.
DOI: 10.5281/zenodo.17422432
title: Netherlands North Sea Ocean Acidification Monitoring Programme v2025.06

description: Monitoring programme of the Dutch Ministry of Infrastructure and Water Management to improve the understanding of dynamics and trends in ocean acidification parameters in the Dutch sector of the North Sea. This dataset (version 2025.06) contains all measurements from all batches of analysis up to and including June 2025 for which auxiliary variables (temperature, salinity and nutrients) were available from Rijkswaterstaat at the time of publication, specifically, 1492 measurements of dissolved inorganic carbon, 1491 of total alkalinity and 1336 of pH, from 22 January 2018 to 30 April 2025. This dataset is a replacement for the previous version (v2024.08; doi:10.25850/nioz/7b.b.zh). All data that appear in both this and the previous version are identical.
DOI: 10.17632/c3cty7cwy9.3
title: SUPPLEMENTARY MATERIAL : An assessment of the use of Structural Equation Modeling (CB-SEM and PLS-SEM) in the study of Online Purchase Intention

description: This supplementary material includes the additional tables and figures associated with the article “An Assessment of the Use of Structural Equation Modeling (CB-SEM and PLS-SEM) in the Study of Online Purchase Intention,” submitted to Technological Forecasting & Social Change. The files provide complementary information that supports the analyses and findings reported in the manuscript.
DOI: 10.17632/txtj2khy35
title: Social nosing behaviour in pigs using SNA

description: Dataset of social behaviour of pigs between 4 and 12 weeks of age, with a focus on social nosing, scored live and from video. Behaviours include amongst others nearest neighbour, nose-body contact, nose-head contact, snout-snout proximity, snout-snout contact, aggression, mounting, feeding synchronization, play. For each behaviour the initiator and recipient is noted to allow for Social Network Analysis.
DOI: 10.17632/txtj2khy35.2
title: Social nosing behaviour in pigs using SNA

description: Dataset of social behaviour of pigs between 4 and 12 weeks of age, with a focus on social nosing, scored live and from video. Behaviours include amongst others nearest neighbour, nose-body contact, nose-head contact, snout-snout proximity, snout-snout contact, aggression, mounting, feeding synchronization, play. For each behaviour the initiator and recipient is noted to allow for Social Network Analysis.
DOI: 10.15468/dl.8zb3t4
title: Occurrence Download

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

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051939-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/dcw686yc7z
title: Sow interactions for SNA across seasons

description: This dataset provides interactions between sows across 4 seasons, recorded in a group of 10 sows. The data file lists the data (mm/dd/yyyy), season, actor (sow ID), behaviour code, recipient (sow ID) and modifier (body orientation). For full details see Seddaiu et al., 2025. Long-term social preferences in a group of sub-adult female pigs. Livestock Science.
DOI: 10.17632/dcw686yc7z.2
title: Sow interactions for SNA across seasons

description: This dataset provides interactions between sows across 4 seasons, recorded in a group of 10 sows. The data file lists the data (mm/dd/yyyy), season, actor (sow ID), behaviour code, recipient (sow ID) and modifier (body orientation). For full details see Seddaiu et al., 2025. Long-term social preferences in a group of sub-adult female pigs. Livestock Science.
DOI: 10.17632/rbkmp45h6r
title: Leadership in pigs

description: Data on 366 pigs who participated in the Backtest (personality test) at 2 weeks of age and 3 times a Human Approach Test (novelty / fear test) at 6 weeks of age. From the Human Approach Test, leadership was determined based on the animal that was the first to touch the human.
DOI: 10.17632/rbkmp45h6r.2
title: Leadership in pigs

description: Data on 366 pigs who participated in the Backtest (personality test) at 2 weeks of age and 3 times a Human Approach Test (novelty / fear test) at 6 weeks of age. From the Human Approach Test, leadership was determined based on the animal that was the first to touch the human.
DOI: 10.15468/dl.r9hg7x
title: Occurrence Download

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

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051940-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/z4xxwznmdn
title: Ultrasound Vector Flow Imaging in a Finger Artery Phantom

description: A 0.8-mm diameter silicone artery phantom, exhibiting mechanical properties comparable to those of digital arteries, was subjected to pulsatile flow generated by a custom-built pump replicating the systolic–diastolic waveform previously measured in the index finger digital artery using an ultrasound scanner (VisualSonics VevoMD). The circulating fluid (CIRS Doppler Fluid, model 769DF) reproduced the acoustic and physical properties of human blood, thereby providing appropriate conditions for the evaluation of Doppler ultrasound techniques.

A sequence of three plane waves tilted at –5°, 5°, and 7° was implemented using the VADA module of the VisualSonics Vevo F2 system equipped with the UHF71x linear array probe (71–30 MHz). A least-squares multi-angle Doppler estimator for plane-wave vector flow imaging was subsequently developed in MATLAB. The resulting vector velocity fields were overlaid on B-mode images as a function of time. In addition, the velocity magnitude was extracted at a predefined location and plotted over time. The final video was recorded at a temporal resolution of 10 frames per second for enhanced visualisation.
DOI: 10.17632/z4xxwznmdn.1
title: Ultrasound Vector Flow Imaging in a Finger Artery Phantom

description: A 0.8-mm diameter silicone artery phantom, exhibiting mechanical properties comparable to those of digital arteries, was subjected to pulsatile flow generated by a custom-built pump replicating the systolic–diastolic waveform previously measured in the index finger digital artery using an ultrasound scanner (VisualSonics VevoMD). The circulating fluid (CIRS Doppler Fluid, model 769DF) reproduced the acoustic and physical properties of human blood, thereby providing appropriate conditions for the evaluation of Doppler ultrasound techniques.

A sequence of three plane waves tilted at –5°, 5°, and 7° was implemented using the VADA module of the VisualSonics Vevo F2 system equipped with the UHF71x linear array probe (71–30 MHz). A least-squares multi-angle Doppler estimator for plane-wave vector flow imaging was subsequently developed in MATLAB. The resulting vector velocity fields were overlaid on B-mode images as a function of time. In addition, the velocity magnitude was extracted at a predefined location and plotted over time. The final video was recorded at a temporal resolution of 10 frames per second for enhanced visualisation.
DOI: 10.17632/2hpmg2t2b8.2
title: Lake Trichonida

description: Data repository for the manuscript
“Exploring the Potential of Viviparus Shells (Gastropoda) for Palaeoclimate Reconstructions: A Sclerochronological Stable Isotope Case Study from Lake Trichonida, Greece” (manuscript in preparation).

This dataset includes both raw and processed data collected during the study, such as stable oxygen and carbon isotope measurements (δ¹⁸O, δ¹³C), as well as HTML markdowns documenting the data processing and statistical analysis methods. These data form the foundation of the manuscript, which is currently in preparation for submission. Detailed methodological descriptions and full interpretations will be provided upon publication.