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

description: A dataset containing 185 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aratinga erythrogenys (Lesson, 1844)"
 ]
}

 The dataset includes 185 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033514-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a5mfcs
title: Occurrence Download

description: A dataset containing 385 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ateles fusciceps Gray, 1866"
 ]
}

 The dataset includes 385 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0174588-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ppdf2n
title: Occurrence Download

description: A dataset containing 14375 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lanius excubitoroides Prevost & Des Murs, 1847"
 ]
}

 The dataset includes 14375 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0384546-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jozmvd
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "DatasetKey is CEN - Herbário da Embrapa Recursos Genéticos e Biotecnologia"
 ]
}

 The dataset includes 31 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017358-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.249d2b
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Leopard and Weddell seal program 1999/2002"
 ]
}

 The dataset includes 53 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0162619-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rngkpp
title: Occurrence Download

description: A dataset containing 762 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ursus thibetanus G"
 ]
}

 The dataset includes 762 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0200275-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pghquw
title: Occurrence Download

description: A dataset containing 3852 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Belgium)",
 "BasisOfRecord is one of (Human Observation)",
 "Year is greater than or equal to 1985",
 "TaxonKey is Trachemys scripta elegans (Wied, 1838)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3852 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042149-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fampyt
title: Occurrence Download

description: A dataset containing 679 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carex buxbaumii var. buxbaumii"
 ]
}

 The dataset includes 679 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0174614-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8amepk
title: Occurrence Download

description: A dataset containing 695 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arinia H.Adams & A.Adams, 1856"
 ]
}

 The dataset includes 695 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0390953-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.prj9w2
title: Occurrence Download

description: A dataset containing 9166676 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Phalacrocorax auritus (Lesson, 1831))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9166676 records from 170 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056620-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r0ieu8
title: Occurrence Download

description: A dataset containing 2865 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lonchura leucogastroides (Moore, 1858)"
 ]
}

 The dataset includes 2865 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0033521-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y4y2fj
title: Occurrence Download

description: A dataset containing 18273 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Dianthus superbus L., Dichondra micrantha Urb., Digitaria ciliaris (Retz.) Koeler)",
 "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 18273 records from 160 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0162594-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c9xt58
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eclogarinia Wenz, 1939"
 ]
}

 The dataset includes 21 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0390957-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8d58vw
title: Occurrence Download

description: A dataset listing the 2 species recorded in GBIF matching the query:
{
 "DatasetKey" : [
 "is New species of “ giant ” plume moths of the genus Platyptilia (Lepidoptera, Pterophoridae) from Uganda"
 ]
}

 The dataset's 2 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0341740-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.37gx4n
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-90.14762 -48.07107,-54.85238 -48.07107,-54.85238 -33.92893,-90.14762 -33.92893,-90.14762 -48.07107))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Austrobasidium Palfner, 2006"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0420277-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ycgud5
title: Occurrence Download

description: A dataset containing 6096 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Diatrype disciformis (Hoffm.) Fr.)",
 "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 6096 records from 117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0164462-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ezpfmd
title: Occurrence Download

description: A dataset containing 382 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bassaniana utahensis (Gertsch, 1932)"
 ]
}

 The dataset includes 382 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042150-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ur76yf
title: Occurrence Download

description: A dataset containing 304226 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lythrum salicaria L.",
 "Year 1999-2022"
 ]
}

 The dataset includes 304226 records from 589 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0200302-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yyxg3e
title: Occurrence Download

description: A dataset containing 201531 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Mollugo verticillata L., Picris hieracioides L., Pinguicula grandiflora Lam., Pinguicula vulgaris L., Pinguicula vulgaris L., Ampelocissus tomentosa (B.Heyne ex Roth) Planch., Vitis aestivalis Michx.)",
 "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 201531 records from 581 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0162613-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ax2qze
title: Occurrence Download

description: A dataset containing 17791 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Angophora floribunda (Sm.) Sweet"
 ]
}

 The dataset includes 17791 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032237-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qye3nm
title: Occurrence Download

description: A dataset containing 24555 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Apium graveolens L."
 ]
}

 The dataset includes 24555 records from 631 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032238-240626123714530/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.19780114
title: MNIST object detection data set

description: MNIST object detection data setplease cite:<pre><pre>@article{oldenhof2023weakly,<br> title={Weakly Supervised Knowledge Transfer with Probabilistic Logical Reasoning for Object Detection},<br> author={Oldenhof, Martijn and Arany, Adam and Moreau, Yves and De Brouwer, Edward},<br> journal={arXiv preprint arXiv:2303.05148},<br> year={2023}<br>}</pre><br></pre><br>
DOI: 10.6084/m9.figshare.19780114.v1
title: MNIST object detection data set

description: MNIST object detection data setplease cite:<pre><pre>@article{oldenhof2023weakly,<br> title={Weakly Supervised Knowledge Transfer with Probabilistic Logical Reasoning for Object Detection},<br> author={Oldenhof, Martijn and Arany, Adam and Moreau, Yves and De Brouwer, Edward},<br> journal={arXiv preprint arXiv:2303.05148},<br> year={2023}<br>}</pre><br></pre><br>
DOI: 10.15468/dl.qbfeu6
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Apostasia shenzhenica Z.J.Liu & L.J.Chen"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032239-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.debgkp
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aquilaria agallocha (Lour.) Roxb. ex Finl."
 ]
}

 The dataset includes 69 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032240-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10214143
title: X-ray data for complex of Nterminal domain of CMA from Cucumis melo  in complex with GalNAc at 1.55 A resolution on Soleil PX2

description: Diffraction image collected on Eiger detector on beamline proxima 2  of Soleil synchrotron on 17/11/2023 to solve the structure of CMA from  Cucumis melo  in complex with GalNAC  at 1.55 A resolution deposited under PDB code 8R8C.
DOI: 10.5281/zenodo.10214142
title: X-ray data for complex of Nterminal domain of CMA from Cucumis melo  in complex with GalNAc at 1.55 A resolution on Soleil PX2

description: Diffraction image collected on Eiger detector on beamline proxima 2  of Soleil synchrotron on 17/11/2023 to solve the structure of CMA from  Cucumis melo  in complex with GalNAC  at 1.55 A resolution deposited under PDB code 8R8C.
DOI: 10.6084/m9.figshare.26347078
title: Gene Co-expression Network (TEA-GCN) of <i>Arabidopsis thaliana</i>

description: Gene Co-expression Network using the TEA-GCN algorithm. The network is organized into source genes (files) in the directory. Each file lists the co-expression strength (MR column) of the source gene against every other gene in the network (target genes).
DOI: 10.5281/zenodo.10214152
title: X-ray data for complex of Nterminal domain of CMA from Cucumis melo  in complex with LacNAc at 1.32 A resolution on Soleil PX1

description: Diffraction dataset collected on Eiger detector on beamline proxima 1  of Soleil synchrotron on 05/10/2023 to solve the crystal structure of CMA from  Cucumis melo  in complex with LacNAC  at 1.32 A resolution deposited under PDB code 8R8A.
DOI: 10.5281/zenodo.10214153
title: X-ray data for complex of Nterminal domain of CMA from Cucumis melo  in complex with LacNAc at 1.32 A resolution on Soleil PX1

description: Diffraction dataset collected on Eiger detector on beamline proxima 1  of Soleil synchrotron on 05/10/2023 to solve the crystal structure of CMA from  Cucumis melo  in complex with LacNAC  at 1.32 A resolution deposited under PDB code 8R8A.
DOI: 10.15468/dl.r6qb4x
title: Occurrence Download

description: A dataset containing 529 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aquilaria sinensis (Lour.) Spreng"
 ]
}

 The dataset includes 529 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032241-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hwwer7
title: Occurrence Download

description: A dataset containing 6703 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aquilegia coerulea James"
 ]
}

 The dataset includes 6703 records from 156 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032242-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u6mgnf
title: Occurrence Download

description: A dataset containing 586 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aquilegia eximia Van Houtte ex Planch."
 ]
}

 The dataset includes 586 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032243-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jerbwm
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psychotria marantifolia O.Lachenaud"
 ]
}

 The dataset includes 49 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032244-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.12784712
title: Print+Mill Dataset

description: This dataset contains a comprehensive collection of data collected durring additive and subtractive  manufacturing operations. it is design to facilitae research and development in manufacturing for the optizimation of production process paramters. The dataset includes images of 3D printed workpieces, as well as detailed CNC Milling machine data in both csv and pkl formats.

Dataset Contents:



3D printed workpiece images: A collection of 3D printed workpiece images made from different materials, captured after the CNC milling operations. These images provide a visual representation of the workpieces quality after the subtractive manufactrring operations .

Dataset.csv: A CSV file containing data related to the milling operations performed on individual materials. This file includes various parameters recorded during the milling process, such as feed rate, spindle speed, Gcode parameters and data about temperature and power.

Dataset.pkl: A PKL file ontaining data related to the milling operations performed on individual materials. This file provides a detailed logs of machine state change durring the cnc machining operations that can be  loaded into Python for analysis.


Note : This dataset is published as part of our recent work-in-progress paper (A Multi-Material and Multi-Scenario Dataset forAdditive and Subtractive Manufacturing Operations), which has been accepted at the IEEE ETFA 2024 - IEEE International Conference on Emerging Technologies and Factory Automation. This is the first version of the dataset, and we are working collecting data from other manufacturing operations. Any modifications or updates to this dataset will be included in future versions.
DOI: 10.5281/zenodo.12793026
title: Print+Mill Dataset

description: This dataset contains a comprehensive collection of data collected durring additive and subtractive  manufacturing operations. it is design to facilitae research and development in manufacturing for the optizimation of production process paramters. The dataset includes images of 3D printed workpieces, as well as detailed CNC Milling machine data in both csv and pkl formats.

Dataset Contents:



3D printed workpiece images: A collection of 3D printed workpiece images made from different materials, captured after the CNC milling operations. These images provide a visual representation of the workpieces quality after the subtractive manufactrring operations .

Dataset.csv: A CSV file containing data related to the milling operations performed on individual materials. This file includes various parameters recorded during the milling process, such as feed rate, spindle speed, Gcode parameters and data about temperature and power.

Dataset.pkl: A PKL file ontaining data related to the milling operations performed on individual materials. This file provides a detailed logs of machine state change durring the cnc machining operations that can be  loaded into Python for analysis.


Note : This dataset is published as part of our recent work-in-progress paper (A Multi-Material and Multi-Scenario Dataset forAdditive and Subtractive Manufacturing Operations), which has been accepted at the IEEE ETFA 2024 - IEEE International Conference on Emerging Technologies and Factory Automation. This is the first version of the dataset, and we are working collecting data from other manufacturing operations. Any modifications or updates to this dataset will be included in future versions.