cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.bdw76b
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Synagris japonicus"
 ]
}

 The dataset includes 15 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031579-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cbvbgm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Picumnus temminckii)",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031583-250802193616735/datasets/export for details.
DOI: 10.15468/dl.ev7dpm
title: Occurrence Download

description: A dataset containing 425020 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Athyrium filix-femina",
 "Year 1956-2022"
 ]
}

 The dataset includes 425020 records from 1630 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031546-250802193616735/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.27986417
title: Aariz Cephalometric Dataset

description: <b>Abstract</b>We proposed a new state-of-the-art dataset to facilitate the development of robust AI solutions for quantitative morphometric analysis. The dataset includes 1000 lateral cephalometric radiographs (LCRs) obtained from 7 different radiographic imaging devices with varying resolutions, making it the most diverse and comprehensive cephalometric dataset to date. The clinical experts of our team meticulously annotated each radiograph with 29 cephalometric landmarks, including the most significant soft tissue landmarks ever marked in any publicly available dataset. Additionally, our experts also labelled the cervical vertebral maturation (CVM) stage of the patient in a radiograph, making this dataset the first standard resource for CVM classification.<b>Citation</b>If you use this dataset in your research, please consider citing our papers:Khalid, M. A., Zulfiqar, K., Bashir, U., Shaheen, A., Iqbal, R., Rizwan, Z., Rizwan, G., & Fraz, M. M. <b><i>A Benchmark Dataset for Automatic Cephalometric Landmark Detection and CVM Stage Classification</i></b>. <i>Scientific Data </i><b>12</b>, 1336 (2025). https://doi.org/10.1038/s41597-025-05542-3Khalid, M. A., Zulfiqar, K., Bashir, U., Shaheen, A., Iqbal, R., Rizwan, Z., Rizwan, G., & Fraz, M. M. (2022). <b><i>CEPHA29: Automatic Cephalometric Landmark Detection Challenge 2023</i></b>. arXiv preprint arXiv:2212.04808.<br>
DOI: 10.6084/m9.figshare.27986417.v1
title: Aariz Cephalometric Dataset

description: <b>Abstract</b>We proposed a new state-of-the-art dataset to facilitate the development of robust AI solutions for quantitative morphometric analysis. The dataset includes 1000 lateral cephalometric radiographs (LCRs) obtained from 7 different radiographic imaging devices with varying resolutions, making it the most diverse and comprehensive cephalometric dataset to date. The clinical experts of our team meticulously annotated each radiograph with 29 cephalometric landmarks, including the most significant soft tissue landmarks ever marked in any publicly available dataset. Additionally, our experts also labelled the cervical vertebral maturation (CVM) stage of the patient in a radiograph, making this dataset the first standard resource for CVM classification.<b>Citation</b>If you use this dataset in your research, please consider citing our papers:Khalid, M. A., Zulfiqar, K., Bashir, U., Shaheen, A., Iqbal, R., Rizwan, Z., Rizwan, G., & Fraz, M. M. <b><i>A Benchmark Dataset for Automatic Cephalometric Landmark Detection and CVM Stage Classification</i></b>. <i>Scientific Data </i><b>12</b>, 1336 (2025). https://doi.org/10.1038/s41597-025-05542-3Khalid, M. A., Zulfiqar, K., Bashir, U., Shaheen, A., Iqbal, R., Rizwan, Z., Rizwan, G., & Fraz, M. M. (2022). <b><i>CEPHA29: Automatic Cephalometric Landmark Detection Challenge 2023</i></b>. arXiv preprint arXiv:2212.04808.<br>
DOI: 10.15468/dl.fchy7e
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acacia cyclops",
 "Country is Portugal",
 "HasCoordinate is true"
 ]
}

 The dataset includes 35 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082637-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.az497g
title: Occurrence Download

description: A dataset containing 71 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Micrognathus micronotopterus"
 ]
}

 The dataset includes 71 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082639-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xyyfea
title: Occurrence Download

description: A dataset containing 3707 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((82.32395 18.23654,163.67605 18.23654,163.67605 50.76346,82.32395 50.76346,82.32395 18.23654))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Gallerucida bifasciata Motsuchulsky, 1860"
 ]
}

 The dataset includes 3707 records from 55 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001394-250515123054153/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.28332419
title: Plausibility, Acceptability, and Trustworthiness: The Resonance of Shale Gas Frames in the United Kingdom

description: We employ a mixed-method research design to assess the resonance of key frames used in the UK policy debate over shale gas development amongst two distinct public audiences. We elaborate a conceptual framework drawn from argumentative discourse analysis and social movement studies. The framework conceptualises resonance as the result of frame plausibility, acceptability and trustworthiness. We utilise semi-structured interviews to analyse how frames resonate with local “campaigning publics” in the case study region of the Fylde, Lancashire, UK. The plausibility of the frames and trustworthiness of key organisations amongst the general public are also assessed through a nationally representative UK survey. We find that, amongst the general public, the frames of the anti-shale development discourse coalition are viewed as more plausible than those of the pro-shale coalition. This finding offers a partial explanation for the failure of UK shale policy. Our local community interviews identify contrasting views on frame resonance amongst local “campaigning publics”. We illustrate these contrasting views on frame resonance by exploring how pro – and anti-shale development interviewees generally held different perceptions about the trustworthiness of key actors and institutions, the promise of economic benefits, and the framing contests over climate change and risk and regulation.
DOI: 10.6084/m9.figshare.28332419.v1
title: Plausibility, Acceptability, and Trustworthiness: The Resonance of Shale Gas Frames in the United Kingdom

description: We employ a mixed-method research design to assess the resonance of key frames used in the UK policy debate over shale gas development amongst two distinct public audiences. We elaborate a conceptual framework drawn from argumentative discourse analysis and social movement studies. The framework conceptualises resonance as the result of frame plausibility, acceptability and trustworthiness. We utilise semi-structured interviews to analyse how frames resonate with local “campaigning publics” in the case study region of the Fylde, Lancashire, UK. The plausibility of the frames and trustworthiness of key organisations amongst the general public are also assessed through a nationally representative UK survey. We find that, amongst the general public, the frames of the anti-shale development discourse coalition are viewed as more plausible than those of the pro-shale coalition. This finding offers a partial explanation for the failure of UK shale policy. Our local community interviews identify contrasting views on frame resonance amongst local “campaigning publics”. We illustrate these contrasting views on frame resonance by exploring how pro – and anti-shale development interviewees generally held different perceptions about the trustworthiness of key actors and institutions, the promise of economic benefits, and the framing contests over climate change and risk and regulation.
DOI: 10.5281/zenodo.12792724
title: ULMD

description: This dataset contains two compressed files. The first file, "luding dataset.zip," includes two folders: the "image" folder, which stores 50,810 TIFF-format RGB images with dimensions of 512x512, and the "label" folder, which contains 50,810 TIFF-format binary images with dimensions of 512x512. The second file, "jiuzhaigou dataset.zip," also contains two folders: the "image" folder, which stores 5,321 TIFF-format RGB images with dimensions of 512x512, and the "label" folder, which contains 5,321 TIFF-format binary images with dimensions of 512x512.
DOI: 10.5281/zenodo.12792725
title: ULMD

description: This dataset contains two compressed files. The first file, "luding dataset.zip," includes two folders: the "image" folder, which stores 50,810 TIFF-format RGB images with dimensions of 512x512, and the "label" folder, which contains 50,810 TIFF-format binary images with dimensions of 512x512. The second file, "jiuzhaigou dataset.zip," also contains two folders: the "image" folder, which stores 5,321 TIFF-format RGB images with dimensions of 512x512, and the "label" folder, which contains 5,321 TIFF-format binary images with dimensions of 512x512.
DOI: 10.15468/dl.qfmzqe
title: Occurrence Download

description: A dataset containing 218 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Nymphaea jamesoniana Planch."
 ]
}

 The dataset includes 218 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010683-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xx7jcv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Gephyromantis redimitus)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081526-250717081556266/datasets/export for details.
DOI: 10.15468/dl.2fv2ya
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alpinia zerumbet",
 "Country is Cuba",
 "HasCoordinate is true"
 ]
}

 The dataset includes 26 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081527-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5xxwdn
title: Occurrence Download

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

 The dataset includes 8 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081528-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q4pp2r
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gunnera herteri"
 ]
}

 The dataset includes 73 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081529-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e200601
title: Data and Code for: Health effects of cousin marriage: Evidence from U.S. genealogical records

description: Cousin marriage rates are high in many countries today. We provide the first estimate of the effect of such marriages on the life expectancy of offspring. By studying couples married over a century ago, we can observe their offspring across the lifespan. US genealogical data allows us to identify children whose parents were first cousins, and compare their years of life to the offspring of their parents’ siblings. Marrying a cousin leads to more than a two-year reduction in age-5 life expectancy. This effect is strikingly stable across time, despite large changes in life expectancy and economicenvironment.
description: All married couples in the U.S. who got married in or before 1850 and their children.
DOI: 10.15468/dl.cdfcqr
title: Occurrence Download

description: A dataset containing 482228 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Human Observation, Material sample, Material citation, Fossil, Living Specimen, Occurrence evidence)",
 "Geometry POLYGON((105 28,111 28,111 33,105 33,105 28))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 482228 records from 120 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021766-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zeq7k3
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trema cannabina Lour.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0206430-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4xzfyy
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gastrochilus matsuran (Makino) Schltr.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0206436-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qkatxn
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eucalyptus wyolensis Boomsma"
 ]
}

 The dataset includes 57 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021785-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8zjjcc
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Coprophilous histerids (Coleoptera: Histeridae) of the Polish Carpathians"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021786-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ratqkn
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-65.19287 -16.91895,-47.92236 -16.91895,-47.92236 4.61426,-65.19287 4.61426,-65.19287 -16.91895))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "InstitutionCode is instituto nacional de pesquisas da amazônia (inpa)",
 "InstitutionCode is ufmt",
 "InstitutionCode is uel"
 ]
 },
 "TaxonKey is Laetacara araguaiae Ottoni & Costa, 2009"
 ]
}

 The dataset includes 19 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023170-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.snztzd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Helianthus annuus"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021791-231002084531237/datasets/export for details.
DOI: 10.15468/dl.29qr6f
title: Occurrence Download

description: A dataset containing 101 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Issue is Geodetic datum assumed WGS84",
 "TaxonKey is Heracleum pinnatum C.B.Clarke"
 ]
}

 The dataset includes 101 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021796-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jzyavr
title: Occurrence Download

description: A dataset containing 1463 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hibiscus micranthus L.fil."
 ]
}

 The dataset includes 1463 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0242485-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uk4zqb
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lespedeza thunbergii subsp. satsumensis (Nakai) H.Ohashi",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0206445-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n6kjbg
title: Occurrence Download

description: A dataset containing 175 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hibiscus mechowii Garcke"
 ]
}

 The dataset includes 175 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0242482-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bfsged
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dichocarpum numajirianum (Makino) W.T.Wang & P.K.Hsiao",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 21 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0206446-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jqsv7f
title: Occurrence Download

description: A dataset containing 8274 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cosmos sulphureus Cav."
 ]
}

 The dataset includes 8274 records from 347 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0242483-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g29e5y
title: Occurrence Download

description: A dataset containing 48 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mentha japonica (Miq.) Makino",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 48 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0206449-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ywbp8
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is one of (CHN.15_1, CHN.31_1, CHN.1_1, CHN.24_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Carpodacus roseus (Pallas, 1776), Caretta caretta (Linnaeus, 1758), Capricornis milneedwardsii David, 1869)"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014114-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.