cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/cc12n3pj
title: CCDC 1002437: Experimental Crystal Structure Determination

description: Related Article: Y. Maximilian Klein, Edwin C. Constable, Catherine E. Housecroft, Jennifer A. Zampese, Aurélien Crochet|2014|CrystEngComm|16|9915|doi:10.1039/c4ce01422g
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/cc12n3qk
title: CCDC 1002438: Experimental Crystal Structure Determination

description: Related Article: Y. Maximilian Klein, Edwin C. Constable, Catherine E. Housecroft, Jennifer A. Zampese, Aurélien Crochet|2014|CrystEngComm|16|9915|doi:10.1039/c4ce01422g
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.jptr55
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cimex lectularius",
 "HasCoordinate is true",
 "Country is Netherlands"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050577-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/cc12n3rl
title: CCDC 1002439: Experimental Crystal Structure Determination

description: Related Article: Y. Maximilian Klein, Edwin C. Constable, Catherine E. Housecroft, Jennifer A. Zampese, Aurélien Crochet|2014|CrystEngComm|16|9915|doi:10.1039/c4ce01422g
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/cc12n3sm
title: CCDC 1002440: Experimental Crystal Structure Determination

description: Related Article: Y. Maximilian Klein, Edwin C. Constable, Catherine E. Housecroft, Jennifer A. Zampese, Aurélien Crochet|2014|CrystEngComm|16|9915|doi:10.1039/c4ce01422g
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/cc12n4f9
title: CCDC 1002460: Experimental Crystal Structure Determination

description: Related Article: Leonid A. Shemchuk, Dmitry A. Lega, Ruslan Gr. Redkin, Valentin P. Chernykh, Oleg V. Shishkin, Svetlana V. Shishkina|2014|Tetrahedron|70|8348|doi:10.1016/j.tet.2014.09.005
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/cc12n3vp
title: CCDC 1002442: Experimental Crystal Structure Determination

description: Related Article: Soraia Meghdadi, Valiollah Mirkhani, Reza Kia, Majid Moghadam, Sharam Tangestaninejad, Iraj Mohammadpoor-Baltork|2015|Polyhedron|85|519|doi:10.1016/j.poly.2014.08.065
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/cc12n4gb
title: CCDC 1002461: Experimental Crystal Structure Determination

description: Related Article: Leonid A. Shemchuk, Dmitry A. Lega, Ruslan Gr. Redkin, Valentin P. Chernykh, Oleg V. Shishkin, Svetlana V. Shishkina|2014|Tetrahedron|70|8348|doi:10.1016/j.tet.2014.09.005
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.3q5ky7
title: Occurrence Download

description: A dataset containing 11015833 records in GBIF matching the query:
SELECT
 "gbifid",
 "datasetkey",
 "occurrenceid",
 "kingdom",
 "phylum",
 "class",
 "order",
 "family",
 "genus",
 "species",
 "infraspecificepithet",
 "taxonrank",
 "scientificname",
 "countrycode",
 "locality",
 "stateprovince",
 "occurrencestatus",
 "individualcount",
 "publishingorgkey",
 "decimallatitude",
 "decimallongitude",
 "coordinateuncertaintyinmeters",
 "coordinateprecision",
 "elevation",
 "elevationaccuracy",
 "depth",
 "depthaccuracy",
 "eventdate",
 "day",
 "month",
 "year",
 "taxonkey",
 "specieskey",
 "basisofrecord",
 "institutioncode",
 "collectioncode",
 "catalognumber",
 "recordnumber",
 "identifiedby",
 "dateidentified",
 "license",
 "rightsholder",
 "recordedby",
 "typestatus",
 "establishmentmeans",
 "lastinterpreted",
 "mediatype",
 "issue"
FROM "occurrence"
WHERE 
 "countrycode" IN ('SG','MY','ID','TH','VN','PH','KH','LA','MM','BN')
 AND countrycode NOT IN ('CN','US')
 AND "year" &gt;= 1998 AND "year" &lt;= 2021
ORDER BY countrycode, "year";

 The dataset's 11015833 records were derived from 2728 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050520-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57906/gv6e-sa87
title: Kent Integrated Dataset - GP Consultations
DOI: 10.26093/cds/aladin/wktj-px
title: VPHAS+ DR4 g filter HiPS

description: The VST Photometric Halpha Survey of the Southern Galactic Plane and Bulge (VPHAS+) is surveying the southern Milky Way in u, g, r, i and Halpha at ∼1 arcsec angular resolution. Its footprint spans the Galactic latitude range -5° &lt; b &lt; +5° at all longitudes south of the celestial equator. Extensions around the Galactic Centre to Galactic latitudes ±10° bring in much of the Galactic bulge. This European Southern Observatory public survey, begun on 2011 December 28, reaches down to ∼20th magnitude (10σ) and provides single-epoch digital optical photometry for ∼300 million stars. This HiPS has been built from images from DR4 release ; the background has been globally corrected using Montage, developed at IPAC.
DOI: 10.15468/dl.x6paym
title: Occurrence Download

description: A dataset containing 10784 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thunnus thynnus (Linnaeus, 1758)",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -90",
 "DecimalLongitude is greater than -180",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 10784 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006843-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57906/1nj0-nz44
title: Kent Integrated Dataset - GP Event
DOI: 10.15468/dl.yfkefc
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantago loeflingii L.",
 "Geometry POLYGON((-4.57907617500001 39.884719509, -4.57907617500001 41.165844755, -3.05298331400002 41.165844755, -3.05298331400002 39.884719509, -4.57907617500001 39.884719509))"
 ]
}

 The dataset includes 22 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006826-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14246367
title: HTTomolib-data supporting data

description: This is a required data for testing and analysing methods of HTTomoLib and HTTomoLibGPU packages. The data should be used with HTTomoLib-data scripts and tests.
DOI: 10.5281/zenodo.14338424
title: HTTomolib-data supporting data

description: This is a required data for testing and analysing methods of HTTomoLib and HTTomoLibGPU packages. The data should be used with HTTomoLib-data scripts and tests.
DOI: 10.5281/zenodo.14627503
title: Real data supporting HTTomolib/GPU libraries

description: This is an archive containing real data for testing methods of HTTomoLib and HTTomoLibGPU packages.



Data description:






i12_dataset1.npz - 180-degrees scan of a sandstone rock on I12 beamline. 50 sinogram slices were extracted from the middle of the full dataset (original dataset 119647.nxs).



characteristics: Projection data dimensions [1801, 50, 2560] as [angles, detY, detX], flats [50, 50, 2560] and darks are [20, 50, 2560]. Data type is uint16.

notes: The resolution of the sample is well-defined and the sample is fully within the field of view (FOV), which provides some freedom for experimentation using various methods.

demo script: i12_dataset1_example.py  in scripts_examples.zip reproduces images in images.zip





i12_dataset2.npz - 180-degrees scan of unknown sample on I12 beamline. 50 sinogram slices were extracted from the middle of the full dataset (original dataset 146344.nxs) with separate flats and darks recorded.



characteristics: Data dimensions [1801, 50, 2560] as [angles, detY, detX], flats and darks are [51, 50, 2560]. Data type is uint16.

notes: The sample is larger than the field of view. VoCentering method to find the centre of rotation can be tested on this data.

demo script: i12_dataset2_example.py  in scripts_examples.zip reproduces images in images.zip 





geant4_dataset1.npz - Geant4 simulated tomographic dataset (in 180 degrees). It includes 20 flats and 20 darks.



characteristics: Data dimensions [360, 540, 640] as [angles, detY, detX], flats and darks are [20, 50, 2560]. Data type is uint16.

notes: The data is perfectly centered and withing FOV. Reconstruction methods can be tested.

demo script: geant4_dataset1_example.py  in scripts_examples.zip reproduces images in images.zip
DOI: 10.5281/zenodo.14652312
title: Real data supporting HTTomolib/GPU libraries

description: This is an archive containing real data for testing methods of HTTomoLib and HTTomoLibGPU packages. Also see Python scripts and images. 



Data description:


I12 Beamline data




Dataset file
Information
Data charachteristics
Notes


i12_dataset1.npz (119647.nxs)
180-degrees scan of a sandstone rock


Data dimensions [1801, 50, 2560] as [angles, detY, detX], flats [50, 50, 2560] and darks are [20, 50, 2560]. Data type is uint16.

The resolution of the sample is well-defined and the sample is fully within the field of view (FOV). This provides some freedom for experimentation using various preprocesing and reconstruction methods.


i12_dataset2.npz (146344.nxs)
180-degrees scan


Data dimensions [2050, 50, 2560] as [angles, detY, detX], flats and darks are [51, 50, 2560]. Data type is uint16.



The sample is larger than FoV and noisy. VoCentering method to find the centre of rotation can be tested on this data.





i12_dataset3.npz (119647.nxs)

180-degrees scan of a sandstone rock


projections, darks and flats are [2050, 2560] as [detY, detX]. Data type is uint16.

This data is to test the centering method based on phase cross-correlation


 
 
 
 




I13 Beamline data




Dataset file
Information
Data charachteristics
Notes




i13_dataset1.npz (179623.nxs)

360-degrees scan of some biological sample


Projection data dimensions [6001, 10, 2560] as [angles, detY, detX], flats [40, 10, 2560] and darks are [40, 10, 2560]. Data type is uint16.

This is a 360-degrees scan than needs to be converted into traditional 180-degrees data. The resulting data doubles the FoV, i.e., it is  at least twice as larger (detX size) as the original data.


i13_dataset2.npz (179468.nxs)
180-degrees scan of some biological sample.


Projection data dimensions [2501, 10, 2560] as [angles, detY, detX], flats [40, 10, 2560] and darks are [40, 10, 2560]. Data type is uint16.

A well defined resolution for this biological sample.




K11 Beamline data




Dataset file
Information
Data charachteristics
Notes


k11_dataset1.npz (k11-37101)
180-degrees scan of some soil/rock sample.
Projection data dimensions [4001, 10, 2560] as [angles, detY, detX], flats [100, 10, 2560] and darks are [100, 10, 2560]. Data type is uint16.
The sample is within FOV.




Simulated data




Dataset file
Information
Data charachteristics
Notes


geant4_dataset1.npz
Geant4 simulated tomographic dataset in 180-degrees parallel-beam. 


Data dimensions [360, 540, 640] as [angles, detY, detX], flats and darks are [20, 50, 2560]. Data type is uint16.

The data is perfectly centered and within FOV. Various reconstruction methods can be tested, direct and iterative.
DOI: 10.5281/zenodo.14833590
title: Real data supporting HTTomolib/GPU libraries

description: This is an archive containing real data for testing methods of HTTomoLib and HTTomoLibGPU packages. Also see Python scripts and images. 



Data description:


I12 Beamline data




Dataset file
Information
Data charachteristics
Notes


i12_dataset1.npz (119647.nxs)
180-degrees scan of a sandstone rock


Data dimensions [1801, 50, 2560] as [angles, detY, detX], flats [50, 50, 2560] and darks are [20, 50, 2560]. Data type is uint16.

The resolution of the sample is well-defined and the sample is fully within the field of view (FOV). This provides some freedom for experimentation using various preprocesing and reconstruction methods.


i12_dataset2.npz (146344.nxs)
180-degrees scan


Data dimensions [2050, 50, 2560] as [angles, detY, detX], flats and darks are [51, 50, 2560]. Data type is uint16.



The sample is larger than FoV and noisy. VoCentering method to find the centre of rotation can be tested on this data.





i12_dataset3.npz (119647.nxs)

180-degrees scan of a sandstone rock


projections, darks and flats are [2050, 2560] as [detY, detX]. Data type is uint16.

This data is to test the centering method based on phase cross-correlation


 
 
 
 




I13 Beamline data




Dataset file
Information
Data charachteristics
Notes




i13_dataset1.npz (179623.nxs)

360-degrees scan of some biological sample


Projection data dimensions [6001, 10, 2560] as [angles, detY, detX], flats [40, 10, 2560] and darks are [40, 10, 2560]. Data type is uint16.

This is a 360-degrees scan than needs to be converted into traditional 180-degrees data. The stitched data enlarges the FoV of the detector while reduced the angular dimension.


i13_dataset2.npz (179468.nxs)
180-degrees scan of some biological sample.


Projection data dimensions [2501, 10, 2560] as [angles, detY, detX], flats [40, 10, 2560] and darks are [40, 10, 2560]. Data type is uint16.

A well defined resolution for this biological sample.


i13_dataset3.npz (180622.nxs)
360-degrees scan


Projection data dimensions [6001, 3, 2560] as [angles, detY, detX], flats [40, 3, 2560] and darks are [40, 3, 2560]. Data type is uint16.

This is a 360-degrees scan than needs to be converted into traditional 180-degrees data. The stitched data enlarges the FoV of the detector, while reduced the angular dimension. 




K11 Beamline data




Dataset file
Information
Data charachteristics
Notes


k11_dataset1.npz (k11-37101)
180-degrees scan of some soil/rock sample.
Projection data dimensions [4001, 10, 2560] as [angles, detY, detX], flats [100, 10, 2560] and darks are [100, 10, 2560]. Data type is uint16.
The sample is within FOV.




Simulated data




Dataset file
Information
Data charachteristics
Notes


geant4_dataset1.npz
Geant4 simulated tomographic dataset in 180-degrees parallel-beam. 


Data dimensions [360, 540, 640] as [angles, detY, detX], flats and darks are [20, 50, 2560]. Data type is uint16.

The data is perfectly centered and within FOV. Various reconstruction methods can be tested, direct and iterative.
DOI: 10.15468/dl.m3a83y
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantago loeflingii L.",
 "Geometry POLYGON((-4.57907617500001 39.884719509, -4.57907617500001 41.165844755, -3.05298331400002 41.165844755, -3.05298331400002 39.884719509, -4.57907617500001 39.884719509))"
 ]
}

 The dataset includes 22 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006827-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vqk4kq
title: Occurrence Download

description: A dataset containing 49050 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Lutra lutra (Linnaeus, 1758)",
 "Year 2020-2025"
 ]
}

 The dataset includes 49050 records from 443 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006844-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nqbvvj
title: Occurrence Download

description: A dataset containing 644 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ireland",
 "TaxonKey is Crocidura russula (Hermann, 1780)"
 ]
}

 The dataset includes 644 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006846-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5zt3yp
title: Occurrence Download

description: A dataset containing 7985 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Isurus oxyrinchus Rafinesque, 1810",
 "HasCoordinate is true",
 "DecimalLatitude is greater than -90",
 "DecimalLongitude is greater than -180",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1950",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 7985 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006828-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ggkhjp
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantago loeflingii L.",
 "Geometry POLYGON((-4.57907617500001 39.884719509, -4.57907617500001 41.165844755, -3.05298331400002 41.165844755, -3.05298331400002 39.884719509, -4.57907617500001 39.884719509))"
 ]
}

 The dataset includes 22 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006830-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jek5fk
title: Occurrence Download

description: A dataset containing 6108 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-3.03086 43.33562,-2.45447 43.33562,-2.45447 43.56638,-3.03086 43.56638,-3.03086 43.33562))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Egretta garzetta (Linnaeus, 1766)"
 ]
}

 The dataset includes 6108 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006829-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4dnmf7
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantago loeflingii L.",
 "Geometry POLYGON((-4.57907617500001 39.884719509, -4.57907617500001 41.165844755, -3.05298331400002 41.165844755, -3.05298331400002 39.884719509, -4.57907617500001 39.884719509))"
 ]
}

 The dataset includes 22 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006848-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.em5aa3
title: Occurrence Download

description: A dataset containing 35044 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Carthamus lanatus L.)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((-180 -90,180 -90,180 90,-180 90,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1945"
 ]
}

 The dataset includes 35044 records from 544 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006832-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4dpayu
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Herpetofauna terrestre de San Andrés, Caribe insular Colombiano"
 ]
}

 The dataset includes 70 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006849-250227182430271/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/10940055
title: World Stock Prices ( Daily Updating )
DOI: 10.15468/dl.3ewcy6
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantago strictissima L.",
 "Geometry POLYGON((-4.57907617500001 39.884719509, -4.57907617500001 41.165844755, -3.05298331400002 41.165844755, -3.05298331400002 39.884719509, -4.57907617500001 39.884719509))"
 ]
}

 The dataset includes 42 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006851-250227182430271/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.28546958
title: Supplementary File 3: 75p_AA_MSC

description: Supplementary File 3: 75p_AA_MSC
DOI: 10.6084/m9.figshare.28546958.v1
title: Supplementary File 3: 75p_AA_MSC

description: Supplementary File 3: 75p_AA_MSC