cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14903398
title: Emerging Clostridioides difficile ribotypes have divergent metabolic phenotypes

description: Dataset of multi-well plate reader files related to the analysis of the growth of C. difficile isolates on differnet carbon substrates. 

Data Collection. This dataset accompanies an mSystems article which is available at https://doi.org/10.1128/msystems.01075-24. The "Materials and Methods" section in this article fully describes the biological nature of these samples and how the samples were processed and analyzed.  

Repository Content. The amiga folders contains both the raw data (see data and mapping sub-folders), intermediate outpus (see dervied sub-folders), and final outputs (see figures and summary sub-folders). Each amiga folder corresponds to a single working directory analyzed by the AMiGA software. For the amiga-biolog directory, the notes sub-folder also includes text files related to flagging plates and wells for quality issues.

Data Organization. Growth plate data are organized by the following experiments. 



biolog

validation

ribotype-255

clade-5

yeast-extract-biolog

yeast-extract-validation


Data Analysis. Code used for manipulating and analyzing these samples is also publicly available on GitHub (https://github.com/firasmidani/cdiff-biolog-growth) under the GNU GPL-3.0 license. The scripts in "analyze-code" can be used to analyze all data and the scripts in the "generate-figures" folder can be used to reproduce all figures included in the manuscript. See the GitHub repository for instructions on how to do so.
DOI: 10.18154/rwth-2024-11485
title: Quality and Architecture of Twelve 3D-Woven CFRP and One Laminated Reference [DATASET]

description: This record contains the necessary data for the evaluation of the fabrics and composites produced in the dissertation “Design of Delamination- and Impact-Resistant Fibre Reinforced Composites based on Customized 3D Multilayer Fabrics" by Philipp Maria Huber, RWTH Aachen University, date of oral examination 31.10.2024. The designed fabrics have been produced on an industrial 3D weaving machine and processed into CFRP. The manufacturing processes are described. Due to the various manufacturing steps and associated process parameters, the real architecture of (3D-woven) CFRP typically differs from the idealized architecture. The data provided is intended to enable the assessment of the quality of the fabrics and composites and to facilitate further use, e.g. in simulations of the real architecture or defects. The following data was collected: * Fabric areal weight and thickness * Fibre volume content of the CFRP * CT scans and individual polished sections of the real architecture
DOI: 10.18154/rwth-2024-11489
title: Mechanical Properties of Twelve 3D-Woven CFRP and One Laminated Reference [DATASET]

description: This record contains the testing data from the dissertation “Design of Delamination- and Impact-Resistant Fibre Reinforced Composites based on Customized 3D Multilayer Fabrics" by Philipp Maria Huber, RWTH Aachen University, date of oral examination 31.10.2024. Twelve 3D-woven CFRP and one laminated reference have been characterised by mechanical testing. The textile parameters z-fibre content, binding angle and the type of z-binding are analysed as factors of the 3D fabrics. Statistical design of experiments is used for this purpose. The behaviour under tensile (warp and weft direction), compression, in-plane and out-of-plane shear loading is characterised. In addition, the impact and post-impact behaviour is investigated. The results are analysed using multiple linear regression and correlations are derived. The record contains the following data: *The measured data as Excel files for each sample (tensile in warp and weft, compression, inter- and intralaminar shear, compression after impact) * CT-Scans after Impact * List of DIC files for shear and CAI that are available on request from the author due to the file size. The test methods, standards and deviation from these standards are described in the attached meta files for each test. The data is intendet for further use, e.g. calibration and validation of simulation modells or understanding of the material behaviour.
DOI: 10.5281/zenodo.14939258
title: Applications of AI in Space Domain

description: A data extraction worksheet was created to gather all relevant data from the identified studies and manage the selection process in this systematic literature review. The main information presented in this worksheet summarizes the followed protocol, containing an identifier (id) for each returned study, bibliographic reference, and data to answers to research questions. This catalog helped us in the data extraction and synthesis procedures and may be used by potentially interested, for example, for updating or replication.
DOI: 10.5281/zenodo.14939259
title: Applications of AI in Space Domain

description: A data extraction worksheet was created to gather all relevant data from the identified studies and manage the selection process in this systematic literature review. The main information presented in this worksheet summarizes the followed protocol, containing an identifier (id) for each returned study, bibliographic reference, and data to answers to research questions. This catalog helped us in the data extraction and synthesis procedures and may be used by potentially interested, for example, for updating or replication.
DOI: 10.5281/zenodo.14933283
title: BGC-Argo-UVP6-Cape-Bassin

description: Data used to conduct the analysis in the scientific article: "Intense and localized export of selected marine snow types at eddy edges in the South Atlantic Ocean", Accardo et al., 2025 (published in Biogeosciences).

 
description: ReadMe: 

All the environmental data (such as temperature, salinity, fluorescence, ...) can be found in the "bgc_benguela_clean.csv" file. 

The raw UVP6 data are stored in the "export_detailed_20250227_16_40_PAR_Aggregated.tsv" file. The table contains particle abundances and biovolumes sorted in 45 detailed classes at vertical steps of 5m. 

MiPs and MaPs abundances are stored in the "Ecopart_diagnostics_data_655.tsv" file. 

All the planktonic taxa abundances are stored in the "taxa_concentration.csv" file.
DOI: 10.5517/ccdc.csd.cc2djlcx
title: CCDC 2220479: Experimental Crystal Structure Determination

description: Related Article: Nina A. Nedolya, Ol'ga A. Tarasova, Alexander V. Artem'ev, Alexander I. Albanov, Irina Yu. Bagryanskaya, Boris A. Trofimov|2024|Eur.J.Org.Chem.|27|e202400033|doi:10.1002/ejoc.202400033
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.cc2djldy
title: CCDC 2220480: Experimental Crystal Structure Determination

description: Related Article: Nina A. Nedolya, Ol'ga A. Tarasova, Alexander V. Artem'ev, Alexander I. Albanov, Irina Yu. Bagryanskaya, Boris A. Trofimov|2024|Eur.J.Org.Chem.|27|e202400033|doi:10.1002/ejoc.202400033
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.cc2djlfz
title: CCDC 2220481: Experimental Crystal Structure Determination

description: Related Article: Nina A. Nedolya, Ol'ga A. Tarasova, Alexander V. Artem'ev, Alexander I. Albanov, Irina Yu. Bagryanskaya, Boris A. Trofimov|2024|Eur.J.Org.Chem.|27|e202400033|doi:10.1002/ejoc.202400033
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.cc2djlg0
title: CCDC 2220482: Experimental Crystal Structure Determination

description: Related Article: Nina A. Nedolya, Ol'ga A. Tarasova, Alexander V. Artem'ev, Alexander I. Albanov, Irina Yu. Bagryanskaya, Boris A. Trofimov|2024|Eur.J.Org.Chem.|27|e202400033|doi:10.1002/ejoc.202400033
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.cc2djlh1
title: CCDC 2220483: Experimental Crystal Structure Determination

description: Related Article: Nina A. Nedolya, Ol'ga A. Tarasova, Alexander V. Artem'ev, Alexander I. Albanov, Irina Yu. Bagryanskaya, Boris A. Trofimov|2024|Eur.J.Org.Chem.|27|e202400033|doi:10.1002/ejoc.202400033
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.cc2j06c4
title: CCDC 2323895: Experimental Crystal Structure Determination

description: Related Article: Zixiu Lu, Chunhui Duan, Jiaxing Wang|2024|J.Mol.Struct.|1312|138622|doi:10.1016/j.molstruc.2024.138622
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.cc2ky6g6
title: CCDC 2381558: Experimental Crystal Structure Determination

description: Related Article: Tingting Zhan, Jiali Huang, Ying Yang, Yunbin Li, Xiuling Ma, Shengchang Xiang, Zhangjing Zhang|2024|ChemCatChem|17|e202401529|doi:10.1002/cctc.202401529
description: Related Article: zhan|2024|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.cc2m7dmx
title: CCDC 2420189: Experimental Crystal Structure Determination

description: Related Article: M.A. Loroño-González, D.J. Loroño-González|2025|Acta Crystallogr.,Sect.C:Cryst.Struct.Chem.|81|131|doi:10.1107/S2053229625000750
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.cc2m7dny
title: CCDC 2420190: Experimental Crystal Structure Determination

description: Related Article: M.A. Loroño-González, D.J. Loroño-González|2025|Acta Crystallogr.,Sect.C:Cryst.Struct.Chem.|81|131|doi:10.1107/S2053229625000750
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: 10.6073/pasta/e0b5b94a3d0eaa0971f70d71a6c018a6
title: Ion concentrations in glacial meltwater streams, McMurdo Dry Valleys, Antarctica (1993-2023, ongoing)

description: As part of the Long Term Ecological Research (LTER) project in the McMurdo Dry Valleys of Antarctica, a systematic aqueous geochemical sampling program has been undertaken. A series of terrestrial water samples have been collected and analyzed for major ion chemistry by ion chromatography. The concentrations of ions cover a wide range of total dissolved solids from the stream waters. This dataset shows concentrations of lithium, sodium, potassium, magnesium, calcium, iron, chlorine, bromine, silicon, fluorine, sulfate, and hydrogen ions found in various streams of the McMurdo Dry Valleys.
DOI: 10.15468/dl.xkbf9x
title: Occurrence Download

description: A dataset containing 2665 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Human Observation)",
 "Continent is North America",
 "OccurrenceStatus is Present",
 "TaxonKey is Cascabela ovata (Cav.) Lippold",
 "Year 1900-2025"
 ]
}

 The dataset includes 2665 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000884-250226211518916/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b62qz6
title: Occurrence Download

description: A dataset containing 1428 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Cascabela thevetia (L.) Lippold",
 "Year 1900-2025"
 ]
}

 The dataset includes 1428 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000137-250227125302545/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hewpjp
title: Occurrence Download

description: A dataset containing 3924893 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 "Year is 2017",
 "Month is August"
 ]
}

 The dataset includes 3924893 records from 481 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000125-250227125302545/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t54f3c
title: Occurrence Download

description: A dataset containing 24441 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 Salvia pratensis L.",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 24441 records from 134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000885-250226211518916/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nqnu9j
title: Occurrence Download

description: A dataset containing 38460 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-96.95332 22.53151,52.95332 22.53151,52.95332 82.46849,-96.95332 82.46849,-96.95332 22.53151))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pulsatilla vernalis (L.) Mill."
 ]
}

 The dataset includes 38460 records from 266 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000886-250226211518916/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111151837
title: Religious, KTU 1.149

description: [Text or Publication Number Note:] KTU 1.149, KTU2 1.149, KTU3 1.149, CTU 1.149, CAT 1.149 ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform ❧
DOI: 10.25549/inscriptifact-ouc111151754
title: Myth?, KTU 1.151

description: [Text or Publication Number Note:] KTU 1.151, KTU2 1.151, KTU3 1.151, CTU 1.151, CAT 1.151 ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform ❧
DOI: 10.25549/inscriptifact-ouc111151841
title: Myth?, KTU 1.151

description: [Text or Publication Number Note:] KTU 1.151, KTU2 1.151, KTU3 1.151, CTU 1.151, CAT 1.151 ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform ❧
DOI: 10.15468/dl.2ushk7
title: Occurrence Download

description: A dataset containing 2428 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((107.33705 -42.46070,159.66295 -42.46070,159.66295 -21.53930,107.33705 -21.53930,107.33705 -42.46070))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Caladenia tentaculata Schltdl."
 ]
}

 The dataset includes 2428 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0187119-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111151514
title: Myth?, KTU 1.98

description: [Text or Publication Number Note:] KTU 1.98, KTU2 1.98, KTU3 1.98, CTU 1.98, CAT 1.98 ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform ❧
DOI: 10.15468/dl.w2tkxk
title: Occurrence Download

description: A dataset containing 28203 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Mediterranean Contaminated Pelagic communities"
 ]
}

 The dataset includes 28203 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0146683-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111154078
title: Record (miscellaneous items), KTU 4.158

description: [Text or Publication Number Note:] KTU 4.158, KTU2 4.158, KTU3 4.158, CTU 4.158, CAT 4.158 ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform ❧
DOI: 10.25549/inscriptifact-ouc111153996
title: Record (miscellaneous items), KTU 4.158

description: [Text or Publication Number Note:] KTU 4.158, KTU2 4.158, KTU3 4.158, CTU 4.158, CAT 4.158 ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform ❧
DOI: 10.15468/dl.mpks4d
title: Occurrence Download

description: A dataset containing 159928 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sabulina viscosa (Schreb.) Rchb., Sagina procumbens L.)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 159928 records from 415 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0159137-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111154140
title: Record, KTU 4.161

description: [Text or Publication Number Note:] KTU 4.161, KTU2 4.161, KTU3 4.161, CTU 4.161, CAT 4.161 ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform ❧
DOI: 10.25549/inscriptifact-ouc111154090
title: Record, KTU 4.161

description: [Text or Publication Number Note:] KTU 4.161, KTU2 4.161, KTU3 4.161, CTU 4.161, CAT 4.161 ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform ❧
DOI: 10.15468/dl.cpanwq
title: Occurrence Download

description: A dataset containing 698 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Mexico",
 {
 "or" : [
 "DatasetKey is Bird Monitoring Data",
 "DatasetKey is International Barcode of Life project (iBOL)",
 "DatasetKey is Xeno-canto - Bird sounds from around the world",
 "DatasetKey is Modelos predictivos de distribución geográfica para Spizella wortheni, Cynomys mexicanus, Vulpes macrotis zinseri y Taxidea taxus berlandieri",
 "DatasetKey is EOD – eBird Observation Dataset",
 "DatasetKey is iNaturalist Research-grade Observations",
 "DatasetKey is INSDC Sequences"
 ]
 },
 {
 "or" : [
 "InstitutionCode is inaturalist",
 "InstitutionCode is clo",
 "InstitutionCode is fcf-uanl"
 ]
 },
 "IucnRedListCategory is EN",
 {
 "or" : [
 "PublishingOrg is b3bf3a83-1f68-4541-a03f-330d30d567f5",
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d",
 "PublishingOrg is ff90b050-c256-11db-b71b-b8a03c50a862",
 "PublishingOrg is e2e717bf-551a-4917-bdc9-4fa0f342c530",
 "PublishingOrg is 1f00d75c-f6fc-4224-a595-975e82d7689c",
 "PublishingOrg is ada9d123-ddb4-467d-8891-806ea8d94230"
 ]
 },
 "TaxonKey is Spizella wortheni Ridgway, 1884",
 "Year 2000-2022"
 ]
}

 The dataset includes 698 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0426368-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111154089
title: Record, KTU 4.161

description: [Text or Publication Number Note:] KTU 4.161, KTU2 4.161, KTU3 4.161, CTU 4.161, CAT 4.161 ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform ❧
DOI: 10.25549/inscriptifact-ouc111153329
title: List (PNs), KTU 4.114

description: [Text or Publication Number Note:] KTU 4.114, KTU2 4.114, KTU3 4.114, CTU 4.114, CAT 4.114 ❧ [Excavation Description:] Found during excavations at Ras Shamra. ❧ [Medium:] Clay ❧ [Script Note:] Alphabetic Cuneiform ❧