cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.59wxqv
title: Occurrence Download

description: A dataset containing 1009945 species occurrences available in GBIF matching the query:
{
 "and" : [
 "ScientificName is one of (Ara ararauna (Linnaeus, 1758), Amazona aestiva (Linnaeus, 1758), Melopsittacus undulatus (Shaw, 1805), Amazona ochrocephala (Gmelin, 1788), Myiopsitta monachus (Boddaert, 1783), Psittacula echo (A.Newton & E.Newton, 1876), Lathamus discolor (Shaw, 1790), Strigops habroptila G.R.Gray, 1845)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1009945 records from 468 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000246-241107131044228/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.27629505
title: EFL teachers' professional development

description: EFL teachers' professional development using AI-generative tools
DOI: 10.6084/m9.figshare.27629505.v1
title: EFL teachers' professional development

description: EFL teachers' professional development using AI-generative tools
DOI: 10.17882/58727
title: Video, data from EMSO-Molène observatory, 2012-06-07 to 2012-09-11

description: This dataset was acquired off shore Molène by the camera deployed on the cabled observatory.
Variable
 - Video
Location
 - Regional Facility: Test site
 - Site: Molène
 - Coordinates: 48°24,060' N   and 04°56,000' W
 - Depth: 18 m
 - Port number : 6
Operating parameters
 - Measurement duration : 1 snapshot every 2 seconds
 - Sampling period : day time
 - Anti-fouling device : no
Sensor metadata
 - Type : Shallow water video camera
 - Provider : Ifremer
 - Model : F8842
 - Serial number : F8842-02
DOI: 10.17882/58764
title: Video data from EMSO-Molène observatory, 2012-10-22 to 2013-02-18

description: This dataset was acquired off shore Molène by the camera deployed on the cabled observatory.
Variable
 - Video
Location
 - Regional Facility: Test site
 - Site: Molène
 - Coordinates: 48°24,060' N   and 04°56,000' W
 - Depth: 18 m
 - Port number : 6
Operating parameters
 - Measurement duration : 1 snapshot every 2 seconds
 - Sampling period : day time
 - Anti-fouling device : no
Sensor metadata
 - Type : Shallow water video camera
 - Provider : Ifremer
 - Model : F8842
 - Serial number : F8842-02
DOI: 10.17882/58789
title: Video, data from EMSO-Molène observatory, 2013-02-22 to 2013-06-13

description: This dataset was acquired off shore Molène by the camera deployed on the cabled observatory.
Variable
 - Video
Location
 - Regional Facility: Test site
 - Site: Molène
 - Coordinates: 48°24,060' N   and 04°56,000' W
 - Depth: 18 m
 - Port number : 6
Operating parameters
 - Measurement duration : 1 snapshot every 2 seconds
 - Sampling period : day time
 - Anti-fouling device : no
Sensor metadata
 - Type : Shallow water video camera
 - Provider : Ifremer
 - Model : F8842
 - Serial number : F8842-01
DOI: 10.17882/48840
title: Video, data from EMSO-Molène observatory, 2016-05-02 to 2016-05-25

description: In May 2016, two OBS (4.5 Hz) were deployed offshore Molene Island, Brittany within the field of view of the EMSO-Molene underwater observatory, at a water depth of 12 m. This dataset contains the images (1 snapshot recorded every 2 seconds during day time) recorded during the OBS deployment. The recordings reveal the biological activity close by the sensors.
DOI: 10.17882/58790
title: Video, data from EMSO-Molène observatory, 2013-06-26 to 2013-11-26

description: This dataset was acquired off shore Molène by the camera deployed on the cabled observatory.
Variable
 - Video
Location
 - Regional Facility: Test site
 - Site: Molène
 - Coordinates: 48°24,060' N   and 04°56,000' W
 - Depth: 18 m
 - Port number : 6
Operating parameters
 - Measurement duration : 1 snapshot every 2 seconds
 - Sampling period : day time
 - Anti-fouling device : no
Sensor metadata
 - Type : Shallow water video camera
 - Provider : Ifremer
 - Model : F8842
 - Serial number : F8842-01
DOI: 10.15468/dl.ah23bq
title: Occurrence Download

description: A dataset containing 7921 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-6.32379 41.66638,-6.36775 41.68026,-6.72637 41.62011,-7.20299 41.05557,-6.99939 40.79875,-6.2058 40.47252,-5.89113 41.0093,-5.7662 41.40031,-5.98831 41.65713,-6.32379 41.66638))",
 "OccurrenceStatus is Present",
 "TaxonKey is Chiroptera"
 ]
}

 The dataset includes 7921 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000310-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2vrs47
title: Occurrence Download

description: A dataset containing 689 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Occurrence evidence, Human Observation)",
 "OccurrenceStatus is Present",
 "TaxonKey is Cordulegaster obliqua (Say, 1840)",
 "Year 1984-2024"
 ]
}

 The dataset includes 689 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000315-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6zaent
title: Occurrence Download

description: A dataset containing 850 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-6.28566 41.52894,-6.45759 41.45815,-6.71042 41.3209,-6.89534 41.18364,-6.99792 40.99294,-6.89101 40.90192,-6.69597 40.95971,-6.48215 41.12008,-6.30011 41.26455,-6.15563 41.42058,-6.13252 41.5246,-6.28566 41.52894))",
 "OccurrenceStatus is Present",
 "TaxonKey is Chiroptera"
 ]
}

 The dataset includes 850 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000313-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hvgnwv
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Hypocreopsis P.Karst."
 ]
}

 The dataset includes 16 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000316-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7q43bq
title: Occurrence Download

description: A dataset containing 9487 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-6.42658 41.67472,-6.51005 41.72653,-7.1864 41.48477,-7.28138 40.99261,-6.81801 40.60407,-6.0294 40.84007,-5.90852 41.68048,-6.42658 41.67472))",
 "OccurrenceStatus is Present",
 "TaxonKey is Chiroptera"
 ]
}

 The dataset includes 9487 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000312-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qaw7t7
title: Occurrence Download

description: A dataset containing 18541 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Colección de Ictiología del Instituto de Ciencias Naturales (ICN-MHN-Ic)"
 ]
}

 The dataset includes 18541 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000311-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5pv6bk2b
title: MassIVE MSV000096328 - Taxodiverse plant extract collection
title: UHPLC-PDA-CAD-HRMS/MS data of a collection of 182 natural extracts (Methanol and Ethyl acetate) in pos and neg ionization modes
DOI: 10.15468/dl.8zqrkp
title: Occurrence Download

description: A dataset containing 47982531 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "DatasetKey is EOD – eBird Observation Dataset",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2000-2024"
 ]
}

 The dataset includes 47982531 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000252-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5518/1256
title: Dataset for 'A Hybrid Magneto-Optic Capacitive Memory with Picosecond Writing Time'

description: This dataset contains the magneto-optic Kerr images and hysteresis loops measured at room temperature, density functional theory computational results, time-resolved transient spectroscopy, Xray absorption spectroscopy and transport measurements for for Co/C60/MnOx samples as reported in the manuscript A Hybrid Magneto-Optic Capacitive Memory with Picosecond Writing Time published in Advanced Functional Materials.
DOI: 10.6084/m9.figshare.27629259
title: RAW DATA SCORES - FOOD SAFETY & HYGIENE.docx

description: Raw data extracted during data collection
DOI: 10.15468/dl.x65w43
title: Occurrence Download

description: A dataset containing 99445 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-6.80803 41.63039,-7.15984 41.07265,-6.51343 40.92106,-6.01289 41.12127,-6.11014 41.58177,-6.80803 41.63039))",
 "TaxonKey is Chiroptera"
 ]
}

 The dataset includes 99445 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000314-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bfuhjv
title: Occurrence Download

description: A dataset containing 753 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "Geometry POLYGON((-82.09739 14.07212,-85.86876 -0.64721,-68.03714 -5.48042,-63.97285 11.43582,-82.09739 14.07212))",
 "TaxonKey is Chelonoidis carbonarius (Spix, 1824)"
 ]
}

 The dataset includes 753 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000319-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vgbnbv
title: Occurrence Download

description: A dataset containing 31867 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Aquila adalberti C.L.Brehm, 1861"
 ]
}

 The dataset includes 31867 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000321-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14051651
title: Chapbooks_HTO: A Knowledge Graph for representing the "Chapbooks Printed In Scotland" (1671 - 1893) following the Heritage Textual Ontology

description: This Knowlege Graph represents the information of the "Chapbooks Printed In Scotland" (years: 1671 - 1893) collection in RDF (ttl format). This dataset comprises more than 3,000 chapbooks printed in Scotland from the 17th to 19th century. They form part of the Lauriston Castle Collection, which was bequeathed to the Library in 1926. It includes some 500 chapbook volumes containing around 5,500 individual items, more than half of which were printed in Scotland.  The raw dataset is provided by the NLS in this link. As  other NLS data collections, they are originally provided using two XMLs schemas: METS  for descriptive, structural, technical and administrative metadata (Title, Author, Publisher, etc); and ALTO  for encoding the OCR text of a page.

 The KG uses the  HTO to represent the information extracted. Furthermore, during the information extraction phase, we have employed several techniques to mitigate two common OCR errors: long-S and the line-break hyphenation.
DOI: 10.5281/zenodo.14051652
title: Chapbooks_HTO: A Knowledge Graph for representing the "Chapbooks Printed In Scotland" (1671 - 1893) following the Heritage Textual Ontology

description: This Knowlege Graph represents the information of the "Chapbooks Printed In Scotland" (years: 1671 - 1893) collection in RDF (ttl format). This dataset comprises more than 3,000 chapbooks printed in Scotland from the 17th to 19th century. They form part of the Lauriston Castle Collection, which was bequeathed to the Library in 1926. It includes some 500 chapbook volumes containing around 5,500 individual items, more than half of which were printed in Scotland.  The raw dataset is provided by the NLS in this link. As  other NLS data collections, they are originally provided using two XMLs schemas: METS  for descriptive, structural, technical and administrative metadata (Title, Author, Publisher, etc); and ALTO  for encoding the OCR text of a page.

 The KG uses the  HTO to represent the information extracted. Furthermore, during the information extraction phase, we have employed several techniques to mitigate two common OCR errors: long-S and the line-break hyphenation.
DOI: 10.5281/zenodo.12725774
title: 3D-LAKES: A Three-Dimensional Global Lake and Reservoir Bathymetry Utilizing ICESat-2 Altimetry and Landsat Imagery

description: This study introduces the 3D-Global Lakes (3D-LAKES) dataset, which includes the area-elevation (A-E) relationship and three-dimensional bathymetry for 510,530 global lakes and reservoirs, representing 98.9% of global surface water storage capacity. Level 1 (L1) and Level 2 (L2) A-E relationships are included. L1 products were created using ICESat-2 and Landsat satellites, while L2 products, derived from interpolation and extrapolation, may contain errors.

For a quick visual and three-dimensional bathymetry, please visit this link.

For detailed structure and format information, please read the "README" file included in the product.

For detailed methodology and validation, see Huang (xxxx)*.

*
DOI: 10.6084/m9.figshare.27629526
title: Hypertension Dataset

description: Hypertension Data Set
DOI: 10.5281/zenodo.14051617
title: Digitised plan of the cemetery at Shudy Camps, Cambridgeshire

description: A digitised database of the plan of the cemetery at Shudy Camps, Cambridgeshire, as found in Lethbridge (1936), created as part of a practical exercise within a course on Geographic Information Systems in Archaeology, offered by the University of Cambridge 2024/25. Map data: OSGB36 (British National Grid), EPSG: 27700.  [Geo-referenced by David Redhouse, University of Cambridge Department of Archaeology].
DOI: 10.5281/zenodo.14051618
title: Digitised plan of the cemetery at Shudy Camps, Cambridgeshire

description: A digitised database of the plan of the cemetery at Shudy Camps, Cambridgeshire, as found in Lethbridge (1936), created as part of a practical exercise within a course on Geographic Information Systems in Archaeology, offered by the University of Cambridge 2024/25. Map data: OSGB36 (British National Grid), EPSG: 27700.  [Geo-referenced by David Redhouse, University of Cambridge Department of Archaeology].
DOI: 10.6084/m9.figshare.27653034
title: Topological Transformation of Microbial Proteins to Iron Single-Atom Sites for Selective Hydrogen Peroxide Electrosynthesis

description: The minimum dataset for the Nature Communications article titled "Topological Transformation of Microbial Proteins into Iron Single-Atom Sites for Selective Hydrogen Peroxide Electrosynthesis".
DOI: 10.15468/dl.ewgked
title: Occurrence Download

description: A dataset containing 38804 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-1060.0",
 "Country is one of (Germany, Denmark, Poland, Netherlands, Sweden, France, Austria, Russian Federation, Luxembourg, Ukraine, Belgium, Estonia, Czechia, Italy, Finland, Belarus, Latvia, Switzerland, Tunisia, Norway, Hungary, Romania, Lithuania, unknown or invalid, Algeria, Morocco, Slovenia, Serbia, Croatia, Bulgaria, Greece, Georgia, Türkiye, Moldova, Republic of, Armenia, Slovakia, China, Israel, Azerbaijan, Uzbekistan, French Guiana, Syrian Arab Republic, Brazil, Cyprus, Indonesia, Iran (Islamic Republic of), Japan)",
 "OccurrenceStatus is Present",
 "TaxonKey is Pelophylax lessonae (Camerano, 1882)"
 ]
}

 The dataset includes 38804 records from 118 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007596-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xw7duy
title: Occurrence Download

description: A dataset containing 24224 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Puma concolor (Linnaeus, 1771)"
 ]
}

 The dataset includes 24224 records from 382 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007592-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7j5xj2
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Troglodytes troglodytes (Linnaeus, 1758)",
 "Year is 29",
 "Country is Netherlands"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007599-241107131044228/datasets/export for details.
DOI: 10.15468/dl.dzjzfg
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Austropotamobius torrentium (von Paula Schrank, 1803)",
 "HasCoordinate is true",
 "Year is greater than or equal to 2013",
 "Year is less than or equal to 2018",
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 40 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007598-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3m3c79
title: Occurrence Download

description: A dataset containing 227 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rangifer tarandus (Linnaeus, 1758)",
 "Country is French Southern Territories",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 227 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007600-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11062076
title: ApisTox

description: The global decline in bee populations poses significant risks to agriculture, biodiversity, and environmental stability. To bridge the gap in existing data, we introduce ApisTox, a comprehensive dataset focusing on the toxicity of pesticides to honey bees (Apis mellifera). This dataset combines and leverages data from existing sources such as ECOTOX and PPDB, providing an extensive, consistent, and curated collection that surpasses the previous datasets. ApisTox incorporates a wide array of data, including toxicity levels for chemicals, details such as time of their publication in literature, and identifiers linking them to external chemical databases. This dataset may serve as an important tool for environmental and agricultural research, but also can support the development of policies and practices aimed at minimizing harm to bee populations. Finally, ApisTox offers a unique resource for benchmarking molecular property prediction methods on agrochemical compounds, facilitating advancements in both environmental science and cheminformatics. This makes it a valuable tool for both academic research and practical applications in bee conservation.
DOI: 10.17632/6k94t3fydy.1
title: Brinjal (Eggplant) or Solanum melongena Leaf Disease Image Dataset

description: The Brinjal (Eggplant) Leaf Disease Dataset was created to support research in plant disease detection using machine learning and deep learning techniques. It consists of six categories:Alternaria leaf spot, Cercospora leaf spot , Downy meldew, Powdery mildew ,Phomopsis Blight and Healthy. Data were collected from several places in Meherpur,Joypurhat,Savar & Dhaka ,Bangladesh, between March and May 2025. Brinjal leaves were photographed individually under natural daylight conditions using Smartphones, capturing multiple angles and perspectives to ensure diversity in lighting, leaf orientation, and texture. Multiple images of the same leaf were captured when necessary to account for variations in illumination and shape. . We have total 3000 high resolution images. And every class has 500 data including healthy class also.
DOI: 10.15468/dl.6cbsac
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sacciolepis indica",
 "Country is Mali",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017351-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25919/xfqb-mf19
title: Parkes observations for project P1363 semester 2025APRS_15

description: We propose to monitor the bursts from the hyperactive repeating fast radio burst FRB 20240619D over six months using the Murriyang UWL receiver. The primary aim is to study the evolution of burst activity and polarization properties with frequency and time, and to discover any potential periodicity in the burst activity. These insights will enhance our understanding of the progenitor, emission physics, and the immediate magneto-ionic environment of FRB 20240619D, thereby informing the general FRB population. A total of 15 hours of observing between August and November 2024 resulted in over 1300 bursts detected using the UWL receiver. Some bursts exhibit complex spectro-temporal emission patterns. The burst rate, based on Murriyang and MeerKAT observations, indicates that the source was active until September 2nd, after which it became inactive. Given that two other repeating FRBs have exhibited periodic activity cycles, it is reasonable to expect that FRB 20240619D could become active again, making continued monitoring crucial. The UWL receiver's broad frequency coverage and sensitivity are essential for detecting many bursts and enabling simultaneous observations at different frequencies. This is important for understanding the burst activity evolution with time and frequency, spectral properties, and underlying emission mechanisms. The combination of sensitivity and wide bandwidth makes Murriyang the ideal telescope for monitoring this FRB. Results from these observations will be pivotal in understanding FRB 20240619D's place within the broader repeater population and its potential connection to broader FRB progenitor models.
DOI: 10.15468/dl.2sz9nm
title: Occurrence Download

description: A dataset containing 4429 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Puffinus baroli)",
 "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 4429 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017355-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.