cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15156/bio/sh1379666.10fu
title: SH1379666.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15468/dl.ymqcmh
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paraboea rabilii"
 ]
}

 The dataset includes 5 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016742-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8gnavm
title: Occurrence Download

description: A dataset containing 269865 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is one of (Colombia, Mexico, Ecuador, Costa Rica, Venezuela (Bolivarian Republic of), Guatemala, Nicaragua, Dominican Republic, Peru, Brazil, Paraguay, Chile, French Guiana, Suriname, Belize, Honduras, El Salvador, Cuba, Argentina, Panama, Jamaica, Bolivia (Plurinational State of), Haiti, Puerto Rico, Guyana, Trinidad and Tobago)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is Country derived from coordinates",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 269865 records from 775 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016700-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ekkxqy
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Micrurinella antondohrnii",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016743-251025141854904/datasets/export for details.
DOI: 10.15468/dl.ckktbp
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paraboea insularis"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016745-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w2bmhs
title: Occurrence Download

description: A dataset containing 190291 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is International Barcode of Life project (iBOL)",
 "GadmLevel0Gid is NOR"
 ]
}

 The dataset includes 190291 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016725-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gvxtev
title: Occurrence Download

description: A dataset containing 407 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Codonocarpus attenuatus"
 ]
}

 The dataset includes 407 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016746-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.druqyu
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paraboea tarutaoensis"
 ]
}

 The dataset includes 7 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016748-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p3mr7z
title: Occurrence Download

description: A dataset containing 163 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Diospyros texana"
 ]
}

 The dataset includes 163 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016747-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ppxvfa
title: Occurrence Download

description: A dataset containing 76294488 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2019-2019"
 ]
}

 The dataset includes 76294488 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016701-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17528393
title: Bangla Suicidal Intention Dataset

description: Dataset Overview:The Bengali Suicidal Intention Dataset contains 13,288 Bengali (Bangla) text samples collected from publicly available social media posts, online comments, and blogs. Each text entry is labeled to indicate whether it reflects suicidal intention (1) or non-suicidal content (0). The dataset is designed for research in natural language processing (NLP), machine learning, and mental health studies, particularly for suicide risk detection in Bengali-speaking communities.

Columns:





Bangla – The Bengali text of the social media post or comment (String).




intention – Binary label indicating suicidal intention:





0 → Non-suicidal




1 → Suicidal





Data Shape: (13288, 2)





Number of rows: 13,288




Number of columns: 2



Temporal Coverage:





Start Date: 01/01/2025




End Date: 01/06/2025



Geospatial Coverage:Bangladesh, West Bengal (India), and other Bengali-speaking regions

Collection Methodology:The data was collected via web scraping and manually curated to ensure accuracy. Each sample was carefully labeled for suicidal intention by the author to maintain quality and consistency.

Intended Use:





Training and evaluating NLP models for suicide detection




Mental health research and monitoring




Ethical AI applications in Bengali-speaking communities



License:MIT License

Citation Suggestion:Jahangir Hussen. Bengali Suicidal Intention Dataset. Kaggle, 2025
DOI: 10.5281/zenodo.17528394
title: Bangla Suicidal Intention Dataset

description: Dataset Overview:The Bengali Suicidal Intention Dataset contains 13,288 Bengali (Bangla) text samples collected from publicly available social media posts, online comments, and blogs. Each text entry is labeled to indicate whether it reflects suicidal intention (1) or non-suicidal content (0). The dataset is designed for research in natural language processing (NLP), machine learning, and mental health studies, particularly for suicide risk detection in Bengali-speaking communities.

Columns:





Bangla – The Bengali text of the social media post or comment (String).




intention – Binary label indicating suicidal intention:





0 → Non-suicidal




1 → Suicidal





Data Shape: (13288, 2)





Number of rows: 13,288




Number of columns: 2



Temporal Coverage:





Start Date: 01/01/2025




End Date: 01/06/2025



Geospatial Coverage:Bangladesh, West Bengal (India), and other Bengali-speaking regions

Collection Methodology:The data was collected via web scraping and manually curated to ensure accuracy. Each sample was carefully labeled for suicidal intention by the author to maintain quality and consistency.

Intended Use:





Training and evaluating NLP models for suicide detection




Mental health research and monitoring




Ethical AI applications in Bengali-speaking communities



License:MIT License

Citation Suggestion:Jahangir Hussen. Bengali Suicidal Intention Dataset. Kaggle, 2025
DOI: 10.15468/dl.mstzpe
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Paralineus elisabethae",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016749-251025141854904/datasets/export for details.
DOI: 10.15468/dl.nf23cq
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Diospyros virginiana"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016750-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g3pc6p
title: Occurrence Download

description: A dataset containing 2009 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Codonocarpus cotinifolius"
 ]
}

 The dataset includes 2009 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016751-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ztk87
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Paraboea caerulescens"
 ]
}

 The dataset includes 18 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016752-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qwewzy
title: Occurrence Download

description: A dataset containing 141107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is fd515d3a-b237-42de-bba6-760008580da5",
 "TaxonKey is Animalia"
 ]
}

 The dataset includes 141107 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016738-251025141854904/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.cc2l2f48
title: CCDC 2385609: Experimental Crystal Structure Determination

description: Related Article: Haomiao Xie,  Milad Ahmadi Khoshooei,  Mukunda Mandal,  Simon M. Vornholt,  Jan Hofmann,  Luke M. Tufaro,  Kent O. Kirlikovali,  Dawson A. Grimes,  Seryeong Lee,  Shengyi Su,  Susanne Reischauer,  Debabrata Sengupta,  Kira Fahy,  Kaikai Ma,  Xiaoliang Wang,  Fanrui Sha,  Wei Gong,  Yongwei Chen,  Jenny G. Vitillo,  John S. Anderson,  Justin M. Notestein,  Karena W. Chapman,  Laura Gagliardi,  Omar K. Farha|2025|Nature Chemistry|17|1514|doi:10.1038/s41557-025-01876-y
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.2cmex7
title: Occurrence Download

description: A dataset containing 250 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Diospyros yatesiana"
 ]
}

 The dataset includes 250 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016753-251025141854904/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.cc2ks2l1
title: CCDC 2376633: Experimental Crystal Structure Determination

description: Related Article: Haomiao Xie,  Milad Ahmadi Khoshooei,  Mukunda Mandal,  Simon M. Vornholt,  Jan Hofmann,  Luke M. Tufaro,  Kent O. Kirlikovali,  Dawson A. Grimes,  Seryeong Lee,  Shengyi Su,  Susanne Reischauer,  Debabrata Sengupta,  Kira Fahy,  Kaikai Ma,  Xiaoliang Wang,  Fanrui Sha,  Wei Gong,  Yongwei Chen,  Jenny G. Vitillo,  John S. Anderson,  Justin M. Notestein,  Karena W. Chapman,  Laura Gagliardi,  Omar K. Farha|2025|Nature Chemistry|17|1514|doi:10.1038/s41557-025-01876-y
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.a5b6re
title: Occurrence Download

description: A dataset containing 320246 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Castilleja lebgueana, Pelargonium obnatum, Stenanthera localis, Pyrus pedrottiana, Caladenia cruciformis, Caladenia fuscolutescens, Caladenia georgei, Caladenia incrassata, Caladenia tryphera, Manulea altissima, Manulea rigida, Pelargonium brevipetalum, Physodium corymbosum, Convolvulus mazicum, Pyrus georgica, Disa bracteata, Disa pygmaea, Muscari wallii, Muscari macbeathianum, Disa procera, Pelargonium ellaphieae, Pelargonium alternans, Pelargonium aciculatum, Castilleja linariifolia, Hyobanche atropurpurea, Hyobanche rubra, Gratiola officinalis, Caladenia gertrudiae, Caladenia iridescens, Caladenia montana, Caladenia radialis, Eulophia parvilabris, Phyllanthus reticulatus, Phyllanthus urinaria, Gahnia hystrix, Muscari discolor, Muscari forniculatum, Dianella prunina, Dipcadi platyphyllum, Manulea leptosiphon, Manulea crassifolia, Phyllanthus evanescens, Pelargonium longiflorum, Pelargonium moniliforme, Pelargonium sublignosum, Stenanthera pinifolia, Ayenia jaliscana, Castilleja elata, Cota oxylepis, Caladenia discoidea, Caladenia lodgeana, Caladenia xantha, Chlorophytum rigidum, Micromyrtus triptycha, Alopecurus anatolicus, Alopecurus geniculatus, Koeleria embergeri, Stipa atlantica, Stipa pogonathera, Stipa almeriensis, Convolvulus cephalopodus, Manulea acutiloba, Manulea rhodantha, Pelargonium multicaule, Pelargonium panduriforme, Persoonia coriacea, Persoonia lanceolata, Persoonia curvifolia, Persoonia brachystylis, Alectryon laevis, Pelargonium pallidoflavum, Stephanomeria paniculata, Picramnia guerrerensis, Rhodanthe cremea, Inula montbretiana, Cryptostylis erecta, Disa aconitoides, Disa cephalotes, Disa newdigateae, Disa nivea, Disa nubigena, Disa scullyi, Pelargonium ribifolium, Castilleja montigena, Pelargonium schizopetalum, Caladenia macrostylis, Caladenia xanthochila, Chloraea bletioides, Chloraea disoides, Gahnia sclerioides, Muscari filiforme, Dianella caerulea, Dipcadi crispum, Manulea parviflora, Manulea ovatifolia, Manulea chrysantha, Pelargonium semitrilobum, Persoonia laurina, Stenanthera conostephioides, Ayenia peninsularis)",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 320246 records from 1385 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016715-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qernu8
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepidium caespitosum"
 ]
}

 The dataset includes 12 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016612-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17894/ucph.f1df2c14-d466-4a16-ab8a-252614fbfdfb
title: Bayesian optimization with GPU acceleration for ocean models
DOI: 10.5281/zenodo.15911087
title: Personality and Pedagogical Innovation: How University Teachers' Big Five Traits Influence the Sustainable Integration of Generative AI in Higher Education
DOI: 10.5281/zenodo.15911088
title: Personality and Pedagogical Innovation: How University Teachers' Big Five Traits Influence the Sustainable Integration of Generative AI in Higher Education
DOI: 10.15468/dl.rzjuru
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ricinus communis",
 "Country is Comoros",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016616-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.swzbjq
title: Occurrence Download

description: A dataset containing 1848 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lythrurus roseipinnis"
 ]
}

 The dataset includes 1848 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016615-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kkhtkm
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ricinus communis",
 "Country is Chad",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016614-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15910564
title: GNSS Dataset Under Jamming, Spoofing, and Meaconing Conditions

description: This dataset contains GNSS signal recordings collected under controlled attack scenarios—including jamming, spoofing, meaconing, and combined attacks—performed at various power levels and frequency bands during Jammertest 2024. Data were captured from both stationary and dynamic receiver conditions, including raw UBX files, RINEX observations, RF monitoring, and navigation solutions. The structured dataset enables analysis and development of detection and mitigation techniques against GNSS interference.
DOI: 10.15468/dl.pz82dy
title: Occurrence Download

description: A dataset containing 134 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cardamine glechomifolia"
 ]
}

 The dataset includes 134 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016618-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6zak7e
title: Occurrence Download

description: A dataset containing 8771 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Spea bombifrons)"
 ]
}

 The dataset includes 8771 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016617-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.znx93p
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016619-250711103210423/datasets/export for details.
DOI: 10.15468/dl.r5mdqg
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ricinus communis",
 "Country is Croatia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016620-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z95zxe
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erysimum kostkae"
 ]
}

 The dataset includes 22 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016622-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5ths95
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAC2027"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016624-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w5365u
title: Occurrence Download

description: A dataset containing 834 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Falco columbarius"
 ]
}

 The dataset includes 834 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016621-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.