cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.7zs84r
title: Occurrence Download

description: A dataset containing 210 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 (Phylloscopus collybita)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 210 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033519-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zbknpy
title: Occurrence Download

description: A dataset containing 0 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 (Phylloscopus collybita)",
 "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 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033521-250717081556266/datasets/export for details.
DOI: 10.15468/dl.z83n6v
title: Occurrence Download

description: A dataset containing 3809 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rubus canadensis"
 ]
}

 The dataset includes 3809 records from 169 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033522-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dxsutu
title: Occurrence Download

description: A dataset containing 6110 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fallopia convolvulus",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6110 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033523-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15669209
title: ELEN_af2_loops_28_1M

description: The ELEN-Loop dataset comprises approximately 1.5 million protein loop pockets extracted from high-quality, diverse protein crystal structures filtered from the Protein Data Bank (PDB) as of September 2023. Each loop pocket includes the loop residues themselves (2 to 10 residues in length) as well as their immediate structural context, enabling detailed modeling and quality assessment of protein loops within their local environment.

The dataset contains:





Per-residue structural quality metrics comparing AlphaFold2 predicted models with ground truth crystal structures (including lDDT, CAD-score, and normalized RMSD).




Loop pockets curated to maximize sequence diversity and structural quality using stringent filtering criteria (maximum 90% sequence identity, resolution ≤ 2.0 Å, and R-value ≤ 0.25).




Data split into training (~1.2 million samples), validation (~200,000 samples), and test (~100,000 samples) subsets for robust benchmarking and model development.




Provided in standard .pdb format and LMDB database files for efficient loading and use in machine learning workflows.



This dataset supports development and evaluation of protein loop quality assessment models such as ELEN (Equivariant Loop Evaluation Network) and facilitates benchmarking in structural bioinformatics and computational protein design.
DOI: 10.5281/zenodo.15669210
title: ELEN_af2_loops_28_1M

description: The ELEN-Loop dataset comprises approximately 1.5 million protein loop pockets extracted from high-quality, diverse protein crystal structures filtered from the Protein Data Bank (PDB) as of September 2023. Each loop pocket includes the loop residues themselves (2 to 10 residues in length) as well as their immediate structural context, enabling detailed modeling and quality assessment of protein loops within their local environment.

The dataset contains:





Per-residue structural quality metrics comparing AlphaFold2 predicted models with ground truth crystal structures (including lDDT, CAD-score, and normalized RMSD).




Loop pockets curated to maximize sequence diversity and structural quality using stringent filtering criteria (maximum 90% sequence identity, resolution ≤ 2.0 Å, and R-value ≤ 0.25).




Data split into training (~1.2 million samples), validation (~200,000 samples), and test (~100,000 samples) subsets for robust benchmarking and model development.




Provided in standard .pdb format and LMDB database files for efficient loading and use in machine learning workflows.



This dataset supports development and evaluation of protein loop quality assessment models such as ELEN (Equivariant Loop Evaluation Network) and facilitates benchmarking in structural bioinformatics and computational protein design.
DOI: 10.15468/dl.chrfrh
title: Occurrence Download

description: A dataset containing 577 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Kalanchoe blossfeldiana"
 ]
}

 The dataset includes 577 records from 132 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033524-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60893/figshare.aip.29492429
title: Power and temperature dependent model for High Q superconductor resonators Supplemental Material

description: The file includes detailed information on the fabrication procedure, resonator measurements and fitting, as well as a discussion of various superconducting parameters.
DOI: 10.60893/figshare.aip.29492429.v1
title: Power and temperature dependent model for High Q superconductor resonators Supplemental Material

description: The file includes detailed information on the fabrication procedure, resonator measurements and fitting, as well as a discussion of various superconducting parameters.
DOI: 10.5281/zenodo.16362236
title: Statistical Analysis for the Thesis Titled "Tomato Pomace as A Sustainable Protein Source: Impact Of Conventional Alkaline, Ultrasound, And Microwave-Assisted Extraction On Protein Content, Yield, And Functional Properties"

description: This document contains the statistical analysis and all the results for the thesis of Bodoor Aljurf under the title of:

TOMATO POMACE AS A SUSTAINABLE PROTEIN SOURCE: IMPACT OF CONVENTIONAL ALKALINE, ULTRASOUND, AND MICROWAVE-ASSISTED EXTRACTION ON PROTEIN CONTENT, YIELD, AND FUNCTIONAL PROPERTIES
DOI: 10.5281/zenodo.16362237
title: Statistical Analysis for the Thesis Titled "Tomato Pomace as A Sustainable Protein Source: Impact Of Conventional Alkaline, Ultrasound, And Microwave-Assisted Extraction On Protein Content, Yield, And Functional Properties"

description: This document contains the statistical analysis and all the results for the thesis of Bodoor Aljurf under the title of:

TOMATO POMACE AS A SUSTAINABLE PROTEIN SOURCE: IMPACT OF CONVENTIONAL ALKALINE, ULTRASOUND, AND MICROWAVE-ASSISTED EXTRACTION ON PROTEIN CONTENT, YIELD, AND FUNCTIONAL PROPERTIES
DOI: 10.15468/dl.8cr6w4
title: Occurrence Download

description: A dataset containing 3665 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Smilax anceps",
 "HasCoordinate is true",
 "Geometry POLYGON ((-17.66889 -35.11691, 51.34702 -35.11691, 51.34702 37.62, -17.66889 37.62, -17.66889 -35.11691))"
 ]
}

 The dataset includes 3665 records from 131 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033525-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ctt6p
title: Occurrence Download

description: A dataset containing 99695 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 (Tringa glareola)",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 99695 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033513-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n533ga
title: Occurrence Download

description: A dataset containing 26118 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is Populus nigra",
 "Continent is Europe",
 "Year is 1985,2020",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than 1000",
 {
 "not" : {
 "CoordinateUncertaintyInMeters" : [
 "is 301"
 ]
 }
 },
 {
 "not" : {
 "CoordinateUncertaintyInMeters" : [
 "is 999"
 ]
 }
 }
 ]
}

 The dataset includes 26118 records from 265 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033526-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bjud4a
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is South America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is Coordinate rounded",
 "TaxonKey is Potamotrygon magdalenae"
 ]
}

 The dataset includes 66 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033527-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eez4je
title: Occurrence Download

description: A dataset containing 909287 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 (Tringa glareola)",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 909287 records from 812 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033515-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qm5hkx
title: Occurrence Download

description: A dataset containing 32649 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myoporum Banks & Sol. ex G.Forst."
 ]
}

 The dataset includes 32649 records from 295 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0238777-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.58y9qt
title: Occurrence Download

description: A dataset containing 183 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Platyhelminthes",
 "DatasetKey is Monitoring data from the federal state Saxony (Germany)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 183 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0218387-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112048572
title: Cuneiform Tablet 1913.14.1506, Spurlock 1913.14.1506

description: [Text Description:] Account concerning silver, barley, and refined bitumen ❧ [Text or Publication Number Note:] Spurlock 1913.14.1506; CDLI P421358 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish White (10YR 9/2) Light Brown (5YR 6.5/4) Dark Gray (N 3/ 6.6% R) ❧ [Physical Object Note:] 10.1 x 6.9 x 2.9 cm (213g)
DOI: 10.15468/dl.7ujg4u
title: Occurrence Download

description: A dataset containing 370 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-57.30223 -37.72891,-58.51459 -36.56955,-59.88595 -35.82756,-61.15793 -35.21807,-62.0523 -35.19157,-62.50279 -35.86068,-61.79393 -36.7948,-60.09132 -37.82828,-58.18997 -38.6299,-57.40823 -38.06678,-57.30223 -37.72891))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Lepidoptera"
 ]
}

 The dataset includes 370 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0348071-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.97c3ez
title: Occurrence Download

description: A dataset containing 9955 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Corvus enca (Horsfield, 1821), Corvus pica Linnaeus, 1758)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 9955 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012425-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.egg42a
title: Occurrence Download

description: A dataset containing 539 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-70.93212 -27.867,-31.31985 -27.867,-31.31985 2.29392,-70.93212 2.29392,-70.93212 -27.867))",
 "OccurrenceStatus is Present",
 "TaxonKey is Byrsonima cydoniifolia A.Juss.",
 "Year 1970-2023"
 ]
}

 The dataset includes 539 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0238764-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ptw393
title: Occurrence Download

description: A dataset containing 1364 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Platyhelminthes",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 1364 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0218383-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112022085
title: Cuneiform Tablet 1913.14.1503, Spurlock 1913.14.1503

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1503; CDLI P421355 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish Gray (5Y 8.5/1.5) Moderate Yellowish Pink (5YR 7/4) ❧ [Physical Object Note:] 4.5 x 3.4 x 1.7 cm (22g)
DOI: 10.15468/dl.gx9rfn
title: Occurrence Download

description: A dataset containing 90809 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Argentina",
 "Country is Brazil",
 "Country is Paraguay"
 ]
 },
 "OccurrenceStatus is Present",
 "TaxonKey is Colaptes melanochloros (J.F.Gmelin, 1788)"
 ]
}

 The dataset includes 90809 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0348070-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8dcyxf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Platyhelminthes",
 "DatasetKey is Feuerlöschteich, Wald und Dünen in den Holmer Sandbergen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-25.03991 31.75, 41.65954 31.75, 41.65954 71.53037, -25.03991 71.53037, -25.03991 31.75))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0218388-230224095556074/datasets/export for details.
DOI: 10.15468/dl.tnub49
title: Occurrence Download

description: A dataset containing 1441 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Festuca glauca Vill.",
 "Year is greater than or equal to 1900",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1441 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020844-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112043064
title: Floor Panel from Akhenaten’s Palace 1923.02.0001 (1923.02.0001), Spurlock 1923.02.0001

description: [Text Description:] Floor panel depicting plants ❧ [Text or Publication Number Note:] Spurlock 1923.02.0001 ❧ [Medium:] Plaster, paint ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] Light Olive Brown (2.5Y 6/2) -ns Moderate Brown (7.5YR 3/4) -ns Moderate Bluish Green (5BG 4/4) -ns ❧ [Physical Object Note:] 124.5 x 87 x 9.5 cm (69,916 g)
DOI: 10.15468/dl.pdjrnf
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alocasia sanderiana W.Bull"
 ]
}

 The dataset includes 58 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014815-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112015881
title: Cuneiform Tablet 1913.14.0226, Spurlock 1913.14.0226

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0226; CDLI P420608 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish White (10YR 9/1.5) ❧ [Physical Object Note:] 3 x 2.8 x 1.8 cm (19g) ❧ [Physical Object Note:] Seal impressions
DOI: 10.15468/dl.bp6dfv
title: Occurrence Download

description: A dataset containing 3897423 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pinaceae"
 ]
}

 The dataset includes 3897423 records from 2667 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012385-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28887737
title: Plant-level emissions and synergistic control of pollutants and carbon dioxide in China’s cement industry based real-time monitoring data

description: These data represent the emission concentrations, emission factors and absolute emissions of the Chinese cement industry from 2021 to 2023 by different regions, processes, technologies and scales.
DOI: 10.17632/64tzbxhkwx.1
title: Microplastic variability: consecutive surface water microplastic replicate samples collection

description: Microplastic (MP) abundance in surface water is influenced by both environmental factors and MP properties such as density, size, hydrophobicity, and interactions with aquatic biota. As a result, even samples collected simultaneously using the same method can show considerable variation. To obtain a surface water MP sample that accurately reflects pollution levels with minimal variability, increasing the sample size is recommended. This can be achieved either by collecting larger volumes of water or by taking multiple replicate samples. However, collecting larger volumes is often limited by net clogging when suspended material is present in the water. A practical solution to this challenge is the use of replicate samples. 
In this study, we collected 15 consecutive replicate samples from four different water bodies to determine the optimal number of replicates needed for reliable assessment of surface water microplastic pollution. The dataset contains information on each sample volume, as well as number and characteristics of identified microplastic particles.