cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.9c2sdh
title: Occurrence Download

description: A dataset containing 17606 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is AUS.5_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is one of (Eusynthemis tillyardi Theischinger, 1995, Telephlebia godeffroyi Selys, 1883, Tramea loewii Kaup, 1866, Orthetrum migratum Lieftinck, 1951, Antipodophlebia asthenes (Tillyard, 1916), Eusynthemis aurolineata (Tillyard, 1913), Austroaeschna parvistigma Martin, 1901, Austrogomphus amphiclitus (Selys, 1873), Austroaeschna cooloola Theischinger, 1991, Austroaeschna pulchra Tillyard, 1909, Hemigomphus heteroclytus Selys, 1854, Hemigomphus gouldii (Selys, 1854), Eusynthemis guttata (Selys, 1871), Anax papuensis (Burmeister, 1839), Nannophya australis Brauer, 1865, Rhyothemis graphiptera (Rambur, 1842), Diplacodes haematodes (Burmeister, 1839), Diplacodes bipunctata (Brauer, 1865), Crocothemis nigrifrons (Kirby, 1894), Synthemis eustalacta (Burmeister, 1839), Eusynthemis brevistyla (Selys, 1871), Cordulephya montana Tillyard, 1911, Austrogomphus ochraceus (Selys, 1869), Austrogomphus guerini (Rambur, 1842), Hemicordulia tau Selys, 1871, Choristhemis flavoterminata (Martin, 1901), Austroaeschna inermis Martin, 1901, Orthetrum caledonicum (Brauer, 1865), Adversaeschna brevistyla (Rambur, 1842), Orthetrum villosovittatum (Brauer, 1868), Orthetrum sabina (Drury, 1773), Hemicordulia australiae (Rambur, 1842))"
 ]
}

 The dataset includes 17606 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001798-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bnj4p3
title: Occurrence Download

description: A dataset containing 225906 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Arabidopsis thaliana (L.) Heynh.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 225906 records from 1592 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001792-250221090833381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u8wagx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Mesitornithiformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((60 60,90 60,90 90,60 90,60 60))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057126-250920141307145/datasets/export for details.
DOI: 10.15468/dl.72ekn4
title: Occurrence Download

description: A dataset containing 34 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dimeria ornithopoda",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 34 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057128-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wufpw8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Mesitornithiformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((30 60,60 60,60 90,30 90,30 60))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057129-250920141307145/datasets/export for details.
DOI: 10.15468/dl.r4k5zp
title: Occurrence Download

description: A dataset containing 741 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Burhinus oedicnemus insularum)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 741 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057130-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c7g5rj
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Mesitornithiformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((0 60,30 60,30 90,0 90,0 60))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057131-250920141307145/datasets/export for details.
DOI: 10.15468/dl.dkrruv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eragrostis tef",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057135-250920141307145/datasets/export for details.
DOI: 10.15468/dl.z9q7q8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Mesitornithiformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-30 60,0 60,0 90,-30 90,-30 60))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057132-250920141307145/datasets/export for details.
DOI: 10.15468/dl.25qwpk
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ilex cinerea)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 15 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057133-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dbbqg7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Mesitornithiformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-60 60,-30 60,-30 90,-60 90,-60 60))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057136-250920141307145/datasets/export for details.
DOI: 10.15468/dl.47mw78
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Continent is Asia",
 "Country is India",
 "DatasetKey is one of (iNaturalist Research-grade Observations, Amphibian and reptile specimens at the Bombay Natural History Society museum, India Biodiversity Portal publication grade dataset)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC0 1.0, CC-BY 4.0, CC-BY-NC 4.0)",
 "Month is one of (January, February, March, April, May, June, July, August, September, October, November, December)",
 "PublishingOrg is one of (28eb1a3f-1c15-4a95-931a-4af90ecb574d, 5a65cc30-05e5-4a82-9eb3-f68e061a871c, 62431bdf-fa0c-452b-afce-be14884a47ff)",
 "TaxonKey is Cnemaspis indica Gray, 1846",
 "Year 2000-2025"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005291-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25413/sun.28418366
title: EMG, ECG, EOG, EEG

description: EMG, ECG, EOG, EEG data while testing various sensors for best use
DOI: 10.25413/sun.28418390
title: Phase one study part 1

description: Phase one test data - 19 anonymous participants (part one as there are too many files).
DOI: 10.25413/sun.28482011
title: Phase One Study - Part two

description: Phase one test data - 19 anonymous participants (part two as there are too many files). See ReadMe for additional info.
DOI: 10.6084/m9.figshare.28131606
title: Bayesian Partial Reduced-Rank Regression

description: Reduced-rank (RR) regression may be interpreted as a dimensionality reduction technique able to reveal complex relationships among the data parsimoniously. However, RR regression models typically overlook any potential group structure among the responses by assuming a low-rank structure on the coefficient matrix. To address this limitation, a Bayesian Partial RR (BPRR) regression is exploited, where the response vector and the coefficient matrix are partitioned into low- and full-rank sub-groups. As opposed to the literature, which assumes known group structure and rank, a novel strategy is introduced that treats them as unknown parameters to be estimated. The main contribution is 2-fold an approach to infer the low- and full-rank group memberships from the data is proposed, and then, conditionally on this allocation, the corresponding (reduced) rank is estimated. Both steps are carried out in a Bayesian approach, allowing for full uncertainty quantification and based on a partially collapsed Gibbs sampler. It relies on a Laplace approximation of the marginal likelihood and the Metropolized Shotgun Stochastic Search to estimate the group allocation efficiently. Applications to synthetic and real-world data reveal the potential of the proposed method to reveal hidden structures in the data. Supplementary materials for this article are available online.
DOI: 10.6084/m9.figshare.28131606.v1
title: Bayesian Partial Reduced-Rank Regression

description: Reduced-rank (RR) regression may be interpreted as a dimensionality reduction technique able to reveal complex relationships among the data parsimoniously. However, RR regression models typically overlook any potential group structure among the responses by assuming a low-rank structure on the coefficient matrix. To address this limitation, a Bayesian Partial RR (BPRR) regression is exploited, where the response vector and the coefficient matrix are partitioned into low- and full-rank sub-groups. As opposed to the literature, which assumes known group structure and rank, a novel strategy is introduced that treats them as unknown parameters to be estimated. The main contribution is 2-fold an approach to infer the low- and full-rank group memberships from the data is proposed, and then, conditionally on this allocation, the corresponding (reduced) rank is estimated. Both steps are carried out in a Bayesian approach, allowing for full uncertainty quantification and based on a partially collapsed Gibbs sampler. It relies on a Laplace approximation of the marginal likelihood and the Metropolized Shotgun Stochastic Search to estimate the group allocation efficiently. Applications to synthetic and real-world data reveal the potential of the proposed method to reveal hidden structures in the data. Supplementary materials for this article are available online.
DOI: 10.25318/3310094101-eng
title: Businesses' interprovincial trade activities conducted within Canada over the last 12 months

description: Businesses' interprovincial trade activities conducted within Canada over the last 12 months, by North American Industry Classification System (NAICS) and business employment size.
DOI: 10.15468/dl.4cs6tm
title: Occurrence Download

description: A dataset containing 15483 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.08282 6.42614,-75.00508 6.32011,-74.8764 6.41122,-74.95841 6.50707,-75.08282 6.42614))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 15483 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005292-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13023/2024.alum.93
title: Processed Cheese

description: Includes data on the aluminum content of processed cheese
DOI: 10.25318/3310094101-fra
title: Activités commerciales interprovinciales des entreprises menées au Canada au cours des 12 derniers mois

description: Activités commerciales interprovinciales des entreprises menées au Canada au cours des 12 derniers mois, selon le Système de classification des industries de l’Amérique du Nord (SCIAN) et la taille d'effectif de l’entreprise.
DOI: 10.15468/dl.dzm7tf
title: Occurrence Download

description: A dataset containing 11092 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "OccurrenceStatus is Present",
 "TaxonKey is Terminalia L."
 ]
}

 The dataset includes 11092 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005281-250227182400228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13023/2024.alum.94
title: Vegetable, Nut, and Grain-Based Milks

description: Includes data on the aluminum content of vegetable, nut, and grain-based milks
DOI: 10.25318/3310094201-eng
title: Percentage of businesses' total purchases of goods or services from suppliers within another province or territory over last 12 months

description: Percentage of businesses' total purchases of goods or services from suppliers within another province or territory over last 12 months, by North American Industry Classification System (NAICS) and business employment size.
DOI: 10.15468/dl.743gkg
title: Occurrence Download

description: A dataset containing 7502 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Mexico",
 "Month is February",
 "OccurrenceStatus is Present",
 "Year 2025-2025"
 ]
}

 The dataset includes 7502 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005294-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kpmdkw
title: Occurrence Download

description: A dataset containing 367 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-103.39305 20.42737,-103.28392 20.42737,-103.28392 20.49934,-103.39305 20.49934,-103.39305 20.42737))",
 "HasGeospatialIssue is false",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 367 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005296-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2d771y
title: CCDC 2211479: Experimental Crystal Structure Determination

description: Related Article: Yun zhi Liu|2024|CSD Communication|||
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.cc2j0kfk
title: CCDC 2324238: Experimental Crystal Structure Determination

description: Related Article: Dong Li|2024|CSD Communication|||
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.cc2k28wt
title: CCDC 2355686: Experimental Crystal Structure Determination

description: Related Article: Prateek Saini, Shubham Gupta, Srinivasan Ramakrishnan|2025|Phys.Chem.Chem.Phys.(PCCP)|27|4398|doi:10.1039/D4CP04569F
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.cc2l01nb
title: CCDC 2383331: Experimental Crystal Structure Determination

description: Related Article: Ryota Saito, Yuki Naito, Yutaka Yoshikawa, Hiroyuki Yasui, Shoko Kikkawa, Huiyeong Ju, Rintaro Ohba, Tae Miyamoto, Shogo Sano, Kazuya Maeda, Mako Tamura, and Isao Azumaya|2024|CSD Communication|||
description: Related Article: Ryota Saito, Yuki Naito, Yutaka Yoshikawa, Hiroyuki Yasui, Shoko Kikkawa, Huiyeong Ju, Rintaro Ohba, Tae Miyamoto, Shogo Sano, Kazuya Maeda, Mako Tamura, Isao Azumaya|2025|New J.Chem.|49|1145|doi:10.1039/D4NJ04035J
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.cc2l01qd
title: CCDC 2383333: Experimental Crystal Structure Determination

description: Related Article: Ryota Saito, Yuki Naito, Yutaka Yoshikawa, Hiroyuki Yasui, Shoko Kikkawa, Huiyeong Ju, Rintaro Ohba, Tae Miyamoto, Shogo Sano, Kazuya Maeda, Mako Tamura, and Isao Azumaya|2024|CSD Communication|||
description: Related Article: Ryota Saito, Yuki Naito, Yutaka Yoshikawa, Hiroyuki Yasui, Shoko Kikkawa, Huiyeong Ju, Rintaro Ohba, Tae Miyamoto, Shogo Sano, Kazuya Maeda, Mako Tamura, Isao Azumaya|2025|New J.Chem.|49|1145|doi:10.1039/D4NJ04035J
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.cc2l01sg
title: CCDC 2383335: Experimental Crystal Structure Determination

description: Related Article: Ryota Saito, Yuki Naito, Yutaka Yoshikawa, Hiroyuki Yasui, Shoko Kikkawa, Huiyeong Ju, Rintaro Ohba, Tae Miyamoto, Shogo Sano, Kazuya Maeda, Mako Tamura, and Isao Azumaya|2024|CSD Communication|||
description: Related Article: Ryota Saito, Yuki Naito, Yutaka Yoshikawa, Hiroyuki Yasui, Shoko Kikkawa, Huiyeong Ju, Rintaro Ohba, Tae Miyamoto, Shogo Sano, Kazuya Maeda, Mako Tamura, Isao Azumaya|2025|New J.Chem.|49|1145|doi:10.1039/D4NJ04035J
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.cc2l01wk
title: CCDC 2383338: Experimental Crystal Structure Determination

description: Related Article: Ryota Saito, Yuki Naito, Yutaka Yoshikawa, Hiroyuki Yasui, Shoko Kikkawa, Huiyeong Ju, Rintaro Ohba, Tae Miyamoto, Shogo Sano, Kazuya Maeda, Mako Tamura, and Isao Azumaya|2024|CSD Communication|||
description: Related Article: Ryota Saito, Yuki Naito, Yutaka Yoshikawa, Hiroyuki Yasui, Shoko Kikkawa, Huiyeong Ju, Rintaro Ohba, Tae Miyamoto, Shogo Sano, Kazuya Maeda, Mako Tamura, Isao Azumaya|2025|New J.Chem.|49|1145|doi:10.1039/D4NJ04035J
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.cc2llxkp
title: CCDC 2401463: Experimental Crystal Structure Determination

description: Related Article: Yong-Yu Zheng|2024|CSD Communication|||
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.cc2lm109
title: CCDC 2401570: Experimental Crystal Structure Determination

description: Related Article: Dong Li|2024|CSD Communication|||
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.cc2lm12c
title: CCDC 2401572: Experimental Crystal Structure Determination

description: Related Article: Dong Li|2024|CSD Communication|||
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.cc2lm4ky
title: CCDC 2401680: Experimental Crystal Structure Determination

description: Related Article: Takahiro Sasamori|2024|CSD Communication|||
description: Related Article: Togo Anzai, Koh Sugamata, Takahiro Sasamori|2025|Dalton Trans.|54|1360|doi:10.1039/D4DT03233K
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.