cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.ugrv7a
title: Occurrence Download

description: A dataset containing 2601 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Agropyron cristatum (L.) Gaertn.",
 "HasCoordinate is true",
 "Continent is Europe",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "CoordinateUncertaintyInMeters is less than 10000"
 ]
}

 The dataset includes 2601 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005746-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.obrpym
title: Occurrence Download

description: A dataset containing 248936 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Accipiter nisus (Linnaeus, 1758)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 248936 records from 321 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045705-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b3xqy3
title: Occurrence Download

description: A dataset containing 8169589 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is UK Butterfly Monitoring Scheme (UKBMS)"
 ]
}

 The dataset includes 8169589 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005791-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.srlpqz
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Diplotaxis tenuisiliqua Delile",
 "HasCoordinate is true",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 23 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005383-160509122628363/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ji5ses
title: Occurrence Download

description: A dataset containing 1542 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Panthera pardus (Linnaeus, 1758)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1542 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045710-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b5tlhu
title: Occurrence Download

description: A dataset containing 570 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crax rubra Linnaeus, 1758",
 "Country is Mexico"
 ]
}

 The dataset includes 570 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005383-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7tty3p
title: Occurrence Download

description: A dataset containing 214 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aubletiana macrostachys (Breteler) J.Murillo"
 ]
}

 The dataset includes 214 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037729-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ox6sg7
title: Occurrence Download

description: A dataset containing 3442 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acinonyx jubatus (Schreber, 1775)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3442 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045712-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3z6v49
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Abuta longa Krukoff & Barneby"
 ]
}

 The dataset includes 7 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005752-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vymz8e
title: Occurrence Download

description: A dataset containing 8985 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Universidad de Murcia, Dpto. Biología Vegetal (Botánica), Murcia: MUB-MUSCI",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8985 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005383-171113114016250/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wyezuk
title: Occurrence Download

description: A dataset containing 312 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Accipiter nisus (Linnaeus, 1758)",
 "Country is Iran (Islamic Republic of)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 312 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045714-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4a56u7
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acaena integerrima Gillies ex Hook."
 ]
}

 The dataset includes 24 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005751-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8svsr3
title: Occurrence Download

description: A dataset containing 18036 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crotalus oreganus Holbrook, 1840",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 18036 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0170717-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lpiauu
title: Occurrence Download

description: A dataset containing 1623 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Censo de primates de la Fundación Entropika"
 ]
}

 The dataset includes 1623 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045722-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ahdqza
title: Occurrence Download

description: A dataset containing 119 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gypsophila L.",
 "Country is India"
 ]
}

 The dataset includes 119 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005384-170627171947987/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dbmgyh
title: Occurrence Download

description: A dataset containing 91741 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Collection Mammalia SMF"
 ]
}

 The dataset includes 91741 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045725-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vjtjan
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Italy",
 "Geometry POLYGON((-3.66277 30.74421,32.66277 30.74421,32.66277 45.25579,-3.66277 45.25579,-3.66277 30.74421))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bufotes siculus (Stöck, Sicilia, Belfiore, Buckley, Lo-Brutto, Lo-Valvo & Arculeo, 2008)",
 "Year 1970-2020"
 ]
}

 The dataset includes 14 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005775-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.um9le8
title: Occurrence Download

description: A dataset containing 50612 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lynx Kerr, 1792"
 ]
}

 The dataset includes 50612 records from 202 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005385-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h80wdn
title: Occurrence Download

description: A dataset containing 205668 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is SysTax - Zoological Collections"
 ]
}

 The dataset includes 205668 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045731-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bkxvvt
title: Occurrence Download

description: A dataset containing 59112 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acacia melanoxylon R.Br."
 ]
}

 The dataset includes 59112 records from 346 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005747-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xrvzz2
title: Occurrence Download

description: A dataset containing 687 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dasypus novemcinctus Linnaeus, 1758",
 "Country is Mexico"
 ]
}

 The dataset includes 687 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005385-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yscc63
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Linochilus crassifolius (Cuatrec.) Saldivia & O.M.Vargas"
 ]
}

 The dataset includes 25 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0170718-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ixv48h
title: Occurrence Download

description: A dataset containing 525 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Flora y fauna asociada al hábitat del Manatí antillano en la Ciénaga de Paredes, Magdalena Medio Santandereano"
 ]
}

 The dataset includes 525 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045734-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.574n38
title: Occurrence Download

description: A dataset containing 84823980 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is one of (Spain, Portugal)"
 ]
}

 The dataset includes 84823980 records from 3233 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005778-240216155721649/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.30102898.v1
title: GenBank and voucher accession numbers of sequences included in the phylogenetic analyses of Aggregatorygma saraanense

description: GenBank and voucher accession numbers of sequences included in the phylogenetic analyses of Aggregatorygma saraanense
DOI: 10.5517/ccdc.csd.cc2d228v
title: CCDC 2206526: Experimental Crystal Structure Determination

description: Related Article: M. Vijayasri, N. Archana, K. Dayanidhi, M. Dhanalakshmi, G. Vinitha, S. Parthiban|2025|Next Res.|2|100707|doi:10.1016/j.nexres.2025.100707
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2m0fz2
title: CCDC 2413504: Experimental Crystal Structure Determination

description: Related Article: Hao Fang, Longlong Geng, Zheng Zhou, Haixiang Han|2025|J.Am.Chem.Soc.|147|31417|doi:10.1021/jacs.5c12110
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2m0g04
title: CCDC 2413505: Experimental Crystal Structure Determination

description: Related Article: Hao Fang, Longlong Geng, Zheng Zhou, Haixiang Han|2025|J.Am.Chem.Soc.|147|31417|doi:10.1021/jacs.5c12110
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2m6l7p
title: CCDC 2419402: Experimental Crystal Structure Determination

description: Related Article: Yu-Hao Gu, Xinyu Xu, Chenyu Zhu, Rengan Luo, Shuai Yuan|2025|CrystEngComm|27|5841|doi:10.1039/D5CE00634A
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: 10.34740/kaggle/dsv/13027300
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.a8nrn3
title: Occurrence Download

description: A dataset containing 13809 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.countrycode = 'BA'
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (occurrence."year" &gt;= 2001 AND occurrence."year" &lt;= 2025)
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year"

 The dataset's 13809 records were derived from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052935-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4121/546d1887-4ff2-4653-8828-7eb704ee3840
title: Data underlying the publication: Transformer Models for Quantum Gate Set Tomography

description: This repository hosts the accompanying software for the following research article.<br>Research article: Transformer Models for Quantum Gate Set TomographyAbstract:Quantum computation represents a promising frontier in the domain of high-performance computing, blending quantum information theory with practical applications to overcome the limitations of classical computation. This study investigates the challenges of manufacturing high-fidelity and scalable quantum processors. Quantum gate set tomography (QGST) is a critical method for characterizing quantum processors and understanding their operational capabilities and limitations. This paper introduces ML4QGST as a novel approach to QGST by integrating machine learning techniques, specifically utilizing a transformer neural network model. Adapting the transformer model for QGST addresses the computational complexity of modeling quantum systems. Advanced training strategies, including data grouping and curriculum learning, are employed to enhance model performance, demonstrating significant congruence with ground-truth values. We benchmark this training pipeline on the constructed learning model, to successfully perform QGST for 3 gates on a 1 qubit system with over-rotation error and depolarizing noise estimation with comparable accuracy to pyGSTi. This research marks a pioneering step in applying deep neural networks to the complex problem of quantum gate set tomography, showcasing the potential of machine learning to tackle nonlinear tomography challenges in quantum computing.<br>Citation:@article{yu2024transformer, title={Transformer Models for Quantum Gate Set Tomography}, author={Yu, King Yiu and Sarkar, Aritra and Ishihara, Ryoichi and Feld, Sebastian}, journal={arXiv preprint arXiv:2405.02097}, year={2024} }<br>
DOI: 10.4121/546d1887-4ff2-4653-8828-7eb704ee3840.v1
title: Data underlying the publication: Transformer Models for Quantum Gate Set Tomography

description: This repository hosts the accompanying software for the following research article.<br>Research article: Transformer Models for Quantum Gate Set TomographyAbstract:Quantum computation represents a promising frontier in the domain of high-performance computing, blending quantum information theory with practical applications to overcome the limitations of classical computation. This study investigates the challenges of manufacturing high-fidelity and scalable quantum processors. Quantum gate set tomography (QGST) is a critical method for characterizing quantum processors and understanding their operational capabilities and limitations. This paper introduces ML4QGST as a novel approach to QGST by integrating machine learning techniques, specifically utilizing a transformer neural network model. Adapting the transformer model for QGST addresses the computational complexity of modeling quantum systems. Advanced training strategies, including data grouping and curriculum learning, are employed to enhance model performance, demonstrating significant congruence with ground-truth values. We benchmark this training pipeline on the constructed learning model, to successfully perform QGST for 3 gates on a 1 qubit system with over-rotation error and depolarizing noise estimation with comparable accuracy to pyGSTi. This research marks a pioneering step in applying deep neural networks to the complex problem of quantum gate set tomography, showcasing the potential of machine learning to tackle nonlinear tomography challenges in quantum computing.<br>Citation:@article{yu2024transformer, title={Transformer Models for Quantum Gate Set Tomography}, author={Yu, King Yiu and Sarkar, Aritra and Ishihara, Ryoichi and Feld, Sebastian}, journal={arXiv preprint arXiv:2405.02097}, year={2024} }<br>
DOI: 10.15468/dl.47cktk
title: Occurrence Download

description: A dataset containing 85140 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acer saccharinum"
 ]
}

 The dataset includes 85140 records from 595 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052895-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qgtxdd
title: Occurrence Download

description: A dataset containing 4187 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is FORMICA_VEG - Vegetation surveys along edge-to-core transects in open and dense forests in the framework of the Forest Microclimate Assessment (FORMICA) project"
 ]
}

 The dataset includes 4187 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052985-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8rcbs9
title: Occurrence Download

description: A dataset containing 3975 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((0.95237 47.67139,1.11221 47.67139,1.11221 47.78557,0.95237 47.78557,0.95237 47.67139))",
 "HasGeospatialIssue is false",
 "PublishingOrg is 1928bdf0-f5d2-11dc-8c12-b8a03c50a862",
 "TaxonKey is Animalia",
 "Year 2015-2025"
 ]
}

 The dataset includes 3975 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052986-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8ycam9
title: Occurrence Download

description: A dataset containing 666 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is FRA.11.1_1",
 "TaxonKey is Lutra lutra"
 ]
}

 The dataset includes 666 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0052987-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.