cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5286/isis.e.rb2520651
title: SANS-OCT of directed organisation of colloid-polymer films

description: Colloid-polymer blends are integral to product applications like paints, coatings, and the electrodes of high-energy-density batteries; the polymer chains are used as a binder, to enhance mechanical properties and stability. However, during film formation a polymer can preferentially move through the spaces left in a colloidal film, by a process known as binder migration. Accumulating at the drying surface of the film, it can form into a skin that hinders evaporation, while weakening the rest of the coating. Building on progress made using small-angle scattering techniques to better understand film formation of colloidal materials, we propose to use SANS to characterise polymer transport during the drying of aqueous dispersions of colloid-polymer mixtures. Using colloidal silica and polyvinyl alcohol as common, industrially relevant products, we will adjust the D2O:H2O ratio of the dispersant to match out the different phases, allowing their transport to be observed in isolation. We will make use of a unique non-invasive capability, combining SANS with a bespoke Optical Coherence Tomography, to simultaneously monitor structural changes at nano and micro scales. Hence, we will provide a high-spatial-resolution mapping of the optical changes during film formation. Together, our results will provide a detailed view of the effects of polymer characteristics, using polymer chain length as an initial parameter, on binder migration in colloid-polymer films.
DOI: 10.5281/zenodo.17681664
title: EFA of OAS-6 into Turkish Version
DOI: 10.5281/zenodo.17681665
title: EFA of OAS-6 into Turkish Version
DOI: 10.15468/dl.wq33cj
title: Occurrence Download

description: A dataset listing the 5 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "DatasetKey is Otoliths Reference Collection. CBMR-AFORO (ICM-CSIC)"
 ]
}

 The dataset's 5 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003438-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17605/osf.io/u9zfr
title: Women's childbearing motivation and career orientation in emerging adulthood
DOI: 10.34740/kaggle/dsv/13829117
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.17671256
title: Wind farm: Graph flow test data

description: Graph-structured dataset created with PyWake wind-farm simulations. 

Outputs are formatted for PyTorch Geometric (PyG), enabling training and experimentation with Graph Neural Networks (GNNs) for wind-farm flow modeling.
DOI: 10.5281/zenodo.17671257
title: Wind farm: Graph flow test data

description: Graph-structured dataset created with PyWake wind-farm simulations. 

Outputs are formatted for PyTorch Geometric (PyG), enabling training and experimentation with Graph Neural Networks (GNNs) for wind-farm flow modeling.
DOI: 10.15468/dl.7y5twu
title: Occurrence Download

description: A dataset containing 348 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "OccurrenceStatus is Present",
 "TaxonKey is Amanita crocea"
 ]
}

 The dataset includes 348 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003439-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17681717
title: Network-Controlled Dataset of Blockchain Benchmarks for Evaluating Repeatability and Performance Predictability
DOI: 10.5281/zenodo.17681718
title: Network-Controlled Dataset of Blockchain Benchmarks for Evaluating Repeatability and Performance Predictability
DOI: 10.15468/dl.2kvwur
title: Occurrence Download

description: A dataset containing 174 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "OccurrenceStatus is Present",
 "TaxonKey is Amanita eliae"
 ]
}

 The dataset includes 174 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003441-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dccqwa
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vicia lens",
 "Country is Chile",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003442-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8cjsz3
title: Occurrence Download

description: A dataset containing 12855 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((119.74 30.22,119.80 30.22,119.80 30.26,119.74 30.26,119.74 30.22))",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 12855 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003443-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b6kt5h
title: Occurrence Download

description: A dataset containing 267499745 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-19.07122 22.25847,-5.05248 32.7411,34.10331 29.21927,38.21226 38.2469,42.8046 44.06406,36.03693 46.94295,25.88543 47.59894,21.29309 42.65834,13.55861 47.59894,1.71519 46.61189,-5.29418 45.26732,-13.99547 45.77536,-21.24654 33.95251,-19.07122 22.25847))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 267499745 records from 20274 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003429-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xy7erv
title: Occurrence Download

description: A dataset containing 118861 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Bolboschoenus maritimus"
 ]
}

 The dataset includes 118861 records from 892 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049090-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15455721
title: SpaceAnimal-CIS: Space C.elegans Instance Segmentation dataset

description: SSCNet: Structure-aware Segmentation Network for C.elegans in Scientific Experiments on China Space Station, PRCV, 2025
DOI: 10.5281/zenodo.15455722
title: SpaceAnimal-CIS: Space C.elegans Instance Segmentation dataset

description: SSCNet: Structure-aware Segmentation Network for C.elegans in Scientific Experiments on China Space Station, PRCV, 2025
DOI: 10.15468/dl.qdfmk9
title: Occurrence Download

description: A dataset containing 2900233 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Euphorbia L."
 ]
}

 The dataset includes 2900233 records from 5283 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001318-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.88hvr2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Calopteryx splendens Harris, 1780",
 "Geometry POLYGON((-41.39608 84.27881,-59.05427 82.40565,-63.23647 81.287,-66.26033 80.92965,-68.6922 80.21551,-74.59817 78.03834,-73.40153 75.5308,-60.48936 72.05571,-55.07308 63.2449,-51.16132 58.41576,-41.83328 57.61891,-29.7971 64.17769,-18.36273 60.25676,-9.3356 57.93978,-13.24735 51.52843,-14.45097 39.81779,-9.93735 35.77757,-6.30781 35.8282,-5.71533 35.89009,-5.136 36.06909,-4.44082 35.4022,-2.54486 35.56517,-1.86154 35.63341,0.2849 36.62688,2.18086 36.90533,3.7819 37.16598,5.29866 37.16598,6.63637 37.35879,7.85276 37.3743,9.11673 37.47468,10.08578 37.58327,11.18122 37.3743,11.27602 36.81139,11.23389 36.11677,12.0351 34.24509,14.12066 33.14088,17.19633 32.78739,22.92634 33.966,27.36468 32.39131,32.13505 32.39131,33.48329 32.58677,57.10667 31.95732,57.52654 71.53168,36.7431 72.87837,37.58283 81.72469,-41.39608 84.27881))",
 "BasisOfRecord is one of (Human Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013011-250415084134356/datasets/export for details.
DOI: 10.15468/dl.aermyz
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Korea, Republic of",
 "VerbatimScientificName is apis"
 ]
}

 The dataset includes 37 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003898-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18150/7axpoq
title: A two-year field study on maize yield and soil fertility: soil-plant nutrient transfer

description: The data are from field tests performed to determine the effect of liquid and solid organic-mineral fertilizer on maize. Leaf and soil nutrient analysis tracked uptake patterns and soil fertility changes throughout the growing season. The aim of the experiment was to determine the variability of macronutrient and micronutrient content in leaf and soil samples during four consecutive months. This allowed us to determine the effect of fertilization on growing conditions during the main growing season. The results of the analysis of nutrient content over time will allow one to determine trends in the content of various elements in both leaves and soilFertilization was applied at 50% and 100% of the optimal nitrogen rate. An unfertilized control trial and trials on reference mineral fertilizers were carried out. The abbreviations used in the experiment were:CF-Comparative mineral fertilizationLOMF-Liquid organic-mineral fertilizer based on anaerobic digestate;SOMF-Solid organic-mineral fertilizer derived from anaerobic digestate;
DOI: 10.6084/m9.figshare.28868705
title: Genderr and Neuropsychological Profiles Using Graphological Analysis_ Beck Anxiety Inventory, Beck Depression Inventory, International Trauma Questionnaire, NEO FFI 5

description: Beck Anxiety Inventory, Beck Depression Inventory, International Trauma Questionnaire, NEO FFI 5 are used in this study.
DOI: 10.57783/27mt-3a26
title: LibreChat
DOI: 10.14457/nida.the.1998.27
title: ปัจจัยที่มีอิทธิพลต่อการมีส่วนร่วมทางการเมืองของเยาวชน อายุ 18-20 ปี : ศึกษากรณีอำเภอสีคิ้วจังหวัดนครราชสีมา
DOI: 10.15468/dl.ws9p38
title: Occurrence Download

description: A dataset containing 467558 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Cerastium fontanum"
 ]
}

 The dataset includes 467558 records from 2049 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024495-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fv95mz
title: Occurrence Download

description: A dataset containing 31988 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Abutilon theophrasti Medik.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 31988 records from 532 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009761-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qg7upa
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Herwigia kreffti (Nielsen & Larsen, 1970)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.2593 -20.2058,35.9648 -19.5556,35.9648 -16.1504,26.9648 -16.1504,26.9648 -25.1504,35.1352 -25.1504,35.2524 -25.1064,35.8302 -24.5319,35.9648 -24.1383,35.9648 -21.4413,35.6073 -21.0389,35.2593 -20.2058))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009762-250525065834625/datasets/export for details.
DOI: 10.15468/dl.vx23yh
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Lutra sumatrana (Gray, 1865)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007086-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/11998416
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.57833/cidacs/fwbmyu
title: Replication Data for: Políticas Públicas no Brasil

description: Este dataset corresponde ao catálogo de Políticas Públicas implementadas no Brasil nas últimas décadas, no âmbito do Poder Executivo Federal, produzido e disponibilizado pelo Instituto de Pesquisa Econômica Aplicada - IPEA . Os dados incluem informações sobre o tipo da política, ano da criação, vigência, áreas, órgãos, público-alvo, objetivos e legislação. A reunião dessas informações tem como objetivos permitir o conhecimento, a sistematização e dar transparência ao universo de Políticas Públicas no âmbito federal. Além disso, visa servir como fonte de dados para estudos e análises que possam contribuir para o entendimento das proposições e funcionamento das Políticas Públicas, ao longo dos diferentes momentos da história do país, bem como viabilizar aperfeiçoamentos.​
DOI: 10.5281/zenodo.15546979
title: Dataset for Additive Manufacturing of Thermoset Elastomer–Thermoplastic Composites Using Dual-Extrusion Printing

description: This dataset supports the study Additive Manufacturing of Thermoset Elastomer–Thermoplastic Composites Using Dual-Extrusion Printing. It includes:



Cure behavior of NBR compounds, obtained via RPA at printing temperatures and oven curing conditions.

Adhesion strength between NBR and selected thermoplastics, measured through tensile testing.

Solubility parameters of the materials used for calculating Ra and RED values relative to NBR.

Relationship between adhesion strength and ΔT.

Effect of processing parameters on adhesion between NBR and polycarbonate (PC), measured through tensile testing.

Peel test results for NBR–PC interfaces with different raster orientations.
DOI: 10.5281/zenodo.15546980
title: Dataset for Additive Manufacturing of Thermoset Elastomer–Thermoplastic Composites Using Dual-Extrusion Printing

description: This dataset supports the study Additive Manufacturing of Thermoset Elastomer–Thermoplastic Composites Using Dual-Extrusion Printing. It includes:



Cure behavior of NBR compounds, obtained via RPA at printing temperatures and oven curing conditions.

Adhesion strength between NBR and selected thermoplastics, measured through tensile testing.

Solubility parameters of the materials used for calculating Ra and RED values relative to NBR.

Relationship between adhesion strength and ΔT.

Effect of processing parameters on adhesion between NBR and polycarbonate (PC), measured through tensile testing.

Peel test results for NBR–PC interfaces with different raster orientations.
DOI: 10.5281/zenodo.15546965
title: Decodis audio data for Kenyan languages

description: These are audio files of Kenyan languages.  A further description is in the attached word document.
DOI: 10.5281/zenodo.15546966
title: Decodis audio data for Kenyan languages

description: These are audio files of Kenyan languages.  A further description is in the attached word document.
DOI: 10.15468/dl.ahkc2u
title: Occurrence Download

description: A dataset containing 234 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Perdita inornata Timberlake, 1962"
 ]
}

 The dataset includes 234 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009763-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d89eeh
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Capreolus capreolus (Linnaeus, 1758))",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015681-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gsnkwx
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Capreolus capreolus (Linnaeus, 1758))",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 4 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015682-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hbgfdu
title: Occurrence Download

description: A dataset containing 36448 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Streptomyces Waksman & Henrici, 1943"
 ]
}

 The dataset includes 36448 records from 425 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015680-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f3ds3w
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Deutzia scabra",
 "Country is France",
 "HasCoordinate is true"
 ]
}

 The dataset includes 33 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049192-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/gckdgv2n5f
title: Analysis files for Nasopharygeal Samples - Output from Bactfast and Virfast tests

description: This data set includes all analysis files generated as a result of the Bactfast and Virfast bioinformatics workflows. The output is generated as .txt files and is segregated in to folders for each test. For Bactfast - each file provides a summary of the bacterial species identified in each patient sample along with the relative abundance (as a % of the total bacterial reads identified) for each species and also includes a genus abundance. For Virfast - output is given for viral DNA and viral cDNA respectively, in the same manner described above (i.e. relative abundance of viral species identified in viral DNA or cDNA workflow provided as a % of total viral reads in the sample).
DOI: 10.17632/gckdgv2n5f.1
title: Analysis files for Nasopharygeal Samples - Output from Bactfast and Virfast tests

description: This data set includes all analysis files generated as a result of the Bactfast and Virfast bioinformatics workflows. The output is generated as .txt files and is segregated in to folders for each test. For Bactfast - each file provides a summary of the bacterial species identified in each patient sample along with the relative abundance (as a % of the total bacterial reads identified) for each species and also includes a genus abundance. For Virfast - output is given for viral DNA and viral cDNA respectively, in the same manner described above (i.e. relative abundance of viral species identified in viral DNA or cDNA workflow provided as a % of total viral reads in the sample).
DOI: 10.15468/dl.w727za
title: Occurrence Download

description: A dataset containing 371 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Micranthes redofskyi (Adams) Elven & D.F.Murray"
 ]
}

 The dataset includes 371 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001329-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/vrm3wvt89b.1
title: LINF_140020900

description: protein of unknown function - conserved | WCB Leishmania infantum (strain JPCM5)
DOI: 10.17632/vrm3wvt89b.2
title: LINF_140020900

description: Protein of unknown function - conserved | WCB; Leishmania infantum (strain JPCM5)
DOI: 10.17632/7fr4xysp5s.1
title: LINF_140019700

description: DnaJ domain-containing protein | JDP53 | J53 Leishmania infantum (strain JPCM5)
DOI: 10.17632/7fr4xysp5s.2
title: LINF_140019700

description: DnaJ domain-containing protein | JDP53 | J53; Leishmania infantum (strain JPCM5)
DOI: 10.17632/zp92xr5w4k.1
title: LINF_140020100

description: tyrosyl-tRNA synthetase Leishmania infantum (strain JPCM5)
DOI: 10.17632/zp92xr5w4k.2
title: LINF_140020100

description: Tyrosyl-tRNA synthetase | TyrRS; Leishmania infantum (strain JPCM5)