cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.j3u2q7
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-83.9302363999999983 43.4147736999999978, -83.9302363999999983 43.4172730700000002, -83.9302363999999983 43.4208832799999982, -83.9302363999999983 43.4232437900000008, -83.9302363999999983 43.4258820200000031, -83.9302363999999983 43.4286590999999973, -83.9277331699999962 43.4286590999999973, -83.9255078700000041 43.4286590999999973, -83.9231434999999948 43.4286590999999973, -83.9191101499999945 43.4286590999999973, -83.9173020900000068 43.4286590999999973, -83.9143813900000026 43.4286590999999973, -83.9124342599999977 43.4286590999999973, -83.9097917200000012 43.4286590999999973, -83.9064539999999965 43.4286590999999973, -83.9064539999999965 43.4269928499999978, -83.9064539999999965 43.4249100400000003, -83.9064539999999965 43.4212998400000032, -83.9064539999999965 43.4188004700000008, -83.9064539999999965 43.4171342200000012, -83.9064539999999965 43.4147736999999978, -83.9107652800000068 43.4147736999999978, -83.9138250700000015 43.4147736999999978, -83.9168848500000024 43.4147736999999978, -83.9193883100000022 43.4147736999999978, -83.9216136000000006 43.4147736999999978, -83.9242561399999971 43.4147736999999978, -83.9278722499999930 43.4147736999999978, -83.9302363999999983 43.4147736999999978))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0152379-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.43z7fe
title: Occurrence Download

description: A dataset containing 975 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is one of (Spain, Portugal)",
 "TaxonKey is Cryptogramma crispa (L.) R.Br."
 ]
}

 The dataset includes 975 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021368-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.njjmar
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pabstiella truncicola (Rchb.f.) Luer"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0138585-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xe75s9
title: Occurrence Download

description: A dataset containing 348 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (iNaturalist Research-grade Observations, EOD – eBird Observation Dataset, Observation.org, Nature data from around the World)",
 "Geometry POLYGON((55.53617 25.60585,55.54494 25.51705,55.5888 25.49506,55.6502 25.51617,55.68918 25.54783,55.67846 25.58124,55.73986 25.6243,55.7613 25.64539,55.71647 25.69282,55.58782 25.63397,55.53617 25.60585))",
 "HasGeospatialIssue is false",
 "Month is one of (December, November, October, September, August, July, June, May, April, March, February, January)",
 "OccurrenceStatus is Present",
 "TaxonKey is Phalacrocorax nigrogularis Ogilvie-Grant & H.O.Forbes, 1899",
 "Year 2012-2022"
 ]
}

 The dataset includes 348 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013438-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.53fw2f
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Radiicephalus elongatus Osório, 1917"
 ]
}

 The dataset includes 37 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020623-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7qxtgy
title: Occurrence Download

description: A dataset containing 1404 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Allium subvillosum Salzm. ex Schult. & Schult.f."
 ]
}

 The dataset includes 1404 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0180710-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d76axx
title: Occurrence Download

description: A dataset containing 271 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Strigatella ambigua (Swainson, 1829)"
 ]
}

 The dataset includes 271 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003596-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.je32dn
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Leptolejeunea denticulata Steph."
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020079-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hssceu
title: Occurrence Download

description: A dataset containing 515720 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centropus sinensis (Stephens, 1815)"
 ]
}

 The dataset includes 515720 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010364-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8uxcrh
title: Occurrence Download

description: A dataset containing 752 species occurrences available in GBIF matching the query:
{
 "and" : [
 "InstitutionCode is Biodiversity Information Service for Powys and Brecon Beacons National Park",
 "TaxonKey is Plantae",
 "HasCoordinate is TRUE",
 {
 "or" : [
 "Country is Albania",
 "Country is Austria",
 "Country is Bosnia and Herzegovina",
 "Country is Belgium",
 "Country is Bulgaria",
 "Country is Belarus",
 "Country is Switzerland",
 "Country is Cyprus",
 "Country is Czechia",
 "Country is Germany",
 "Country is Denmark",
 "Country is Estonia",
 "Country is Spain",
 "Country is Finland",
 "Country is France",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "Country is Greece",
 "Country is Croatia",
 "Country is Hungary",
 "Country is Ireland",
 "Country is Iceland",
 "Country is Italy",
 "Country is Lithuania",
 "Country is Luxembourg",
 "Country is Latvia",
 "Country is Moldova, Republic of",
 "Country is Montenegro",
 "Country is Malta",
 "Country is North Macedonia",
 "Country is Netherlands",
 "Country is Norway",
 "Country is Poland",
 "Country is Portugal",
 "Country is Romania",
 "Country is Serbia",
 "Country is Russian Federation",
 "Country is Sweden",
 "Country is Slovenia",
 "Country is Slovakia",
 "Country is Ukraine"
 ]
 }
 ]
}

 The dataset includes 752 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009499-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.52pkja
title: Occurrence Download

description: A dataset containing 52023 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Crepis vesicaria L., Crinipellis scabella (Alb. & Schwein.) Murrill)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 52023 records from 350 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0238167-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.134243
title: Ostracon hiératique Ifao - ODM 769_nu_2012_15910

description: Référence : nu_2012_15910<br />Site : Deir el-Médina<br />Secteur : Grand puits<br />Type : photographie<br />
DOI: 10.15468/dl.73yq48
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Telipogon gnomus Schltr."
 ]
}

 The dataset includes 15 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010365-230810091245214/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34816/ifao.archives.134244
title: Ostracon hiératique Ifao - ODM 770_nb_1999_03201

description: Référence : nb_1999_03201<br />Site : Deir el-Médina<br />Type : photographie<br />
DOI: 10.34816/ifao.archives.134245
title: Ostracon hiératique Ifao - ODM 771_nu_2012_15912

description: Référence : nu_2012_15912<br />Site : Deir el-Médina<br />Secteur : Grand puits<br />Type : photographie<br />
DOI: 10.15468/dl.y33e3s
title: Occurrence Download

description: A dataset containing 76495 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Elaeocarpus L."
 ]
}

 The dataset includes 76495 records from 294 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0238178-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4848e6
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Gerbilliscus boehmi (Noack, 1887)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 65 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032939-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.14466/cefasdatahub.40
title: Shelf Sea Biogeochemistry - East of Celtic Deep Lander

description: This data set consists of biogeochemical sensor data from seabed moorings. The mooring consists of a 3-legged stainless steel "minilander" 1.5 meters high. The biogeochemical sensors are mounted at 1 meter above the seabed. Temperature, salinity, dissolved oxygen, chlorophyll fluorescence, turbidity where fitted to a Cefas ESM2 data logger. These instruments gathered data for 5 minutes every 30 minutes. Sensors were validated against in-situ samples during deployment and recovery. Fluorometers were standardised using fluorosphere beads. Turbidity meters were calibrated using Stabical (Hach, US). These moorings were also fitted with upward facing acoustic Doppler current profilers (ADCP), this data is held by BODC. The data were collected as part of the Shelf Sea Biogeochemistry (SSB) research programme as part work package 2. SSB was co-funded by the Natural Environment Research Council (NERC) and the Department for Environment, Food and Rural Affairs (Defra). The programme took a holistic approach to the cycling of nutrients and carbon and the controls on primary and secondary production in UK and European shelf seas, to increase understanding of these processes and their role in wider biogeochemical cycles.
DOI: 10.5281/zenodo.15270274
title: ARNOLD – Annotated Repository of Navigational Obstacles from LiDAR Data

description: DESCRIPTION

The ARNOLD dataset provides real-world LiDAR data collected across diverse marine environments—including ports, marinas, and open waters—and features both static and dynamic objects. It includes raw point clouds and annotated targets in four categories: quay, motor boat, sailing boat, and ship. The dataset is designed for the training and testing of perception algorithms focused on detection, classification, and tracking.

Parsing tools are provided to facilitate easy integration into existing workflows. Detailed information about the dataset composition and usage can be found in the original paper and in the README file included with the dataset.

HOW TO CITEPlease do not cite this dataset via Zenodo. Instead, refer to the original journal article in which the dataset is presented and described:

Martelli, M., Faggioni, N., & Ponzini, F. (2025). ARNOLD – Annotated Repository of Navigational Obstacles from LiDAR Data. Autonomous Transportation Research.

ADDITIONAL MATERIAL

For an analysis of the obstacle features of each class and a possible application of class feature extraction for classification purposes using a Random Forest Classifier, please refer to: 

Ponzini, F., Zaccone, R., & Martelli, M. (2025). LiDAR target detection and classification for ship situational awareness: A hybrid learning approach. Applied Ocean Research, 158, 104552. DOI: https://doi.org/10.1016/j.apor.2025.104552
DOI: 10.5281/zenodo.15270275
title: ARNOLD – Annotated Repository of Navigational Obstacles from LiDAR Data

description: DESCRIPTION

The ARNOLD dataset provides real-world LiDAR data collected across diverse marine environments—including ports, marinas, and open waters—and features both static and dynamic objects. It includes raw point clouds and annotated targets in four categories: quay, motor boat, sailing boat, and ship. The dataset is designed for the training and testing of perception algorithms focused on detection, classification, and tracking.

Parsing tools are provided to facilitate easy integration into existing workflows. Detailed information about the dataset composition and usage can be found in the original paper and in the README file included with the dataset.

HOW TO CITEPlease do not cite this dataset via Zenodo. Instead, refer to the original journal article in which the dataset is presented and described:

Martelli, M., Faggioni, N., & Ponzini, F. (2025). ARNOLD – Annotated Repository of Navigational Obstacles from LiDAR Data. Autonomous Transportation Research.

ADDITIONAL MATERIAL

For an analysis of the obstacle features of each class and a possible application of class feature extraction for classification purposes using a Random Forest Classifier, please refer to: 

Ponzini, F., Zaccone, R., & Martelli, M. (2025). LiDAR target detection and classification for ship situational awareness: A hybrid learning approach. Applied Ocean Research, 158, 104552. DOI: https://doi.org/10.1016/j.apor.2025.104552
DOI: 10.7910/dvn/402dpn
title: Replication Data for: Unsettled horizon: Adolescents’ career expectations in the volatile, uncertain, complex, and ambiguous contexts

description: This dataset consists of curated data from the Programme for International Student Assessment (PISA) used for the present study on adolescents’ career expectations in the volatile, uncertain, complex, and ambiguous contexts.
DOI: 10.15468/dl.cvpvca
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Heleophryne depressa FitzSimons, 1946",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((32.064 -28.9416,32.4847 -28.5786,30.5701 -28.5786,30.5701 -30.7329,30.6252 -30.6659,31.4179 -29.4257,31.8178 -29.0299,32.064 -28.9416))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032941-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15576677
title: Source data for the publication "DNA hypomethylation traits define human regulatory T cells in cutaneous tissue and identify their blood recirculating counterparts"

description: This record contains the source data for the publication "DNA hypomethylation traits define human regulatory T cells in cutaneous tissue and identify their blood recirculating counterparts" by Beumer, N. et al.

When using this data set, please cite the aforementioned publication.

Supplementary Table 8 from the aforementioned publication is also available via Zenodo. It can be found here: https://doi.org/10.5281/zenodo.15576783

 

Note: This is an old version of the record. The order of figure panels has changed since this record was published.
DOI: 10.15468/dl.eq6tc8
title: Occurrence Download

description: A dataset containing 188 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Gerbilliscus brantsii (A.Smith, 1836)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 188 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032942-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.14466/cefasdatahub.41
title: Shelf Sea Biogeochemistry - East Of Haig Fras Seabed Lander

description: This data set consists of biogeochemical sensor data from seabed moorings. The mooring consists of a 3 legged stainless steel "minilander" 1.5 meters high. The biogeochemical sensors are mounted at 1 meter above the seabed. Temperature, salinity, dissolved oxygen, chlorophyll fluorescence, turbidity where fitted to a Cefas ESM2 data logger. These instruments gathered data for 5 minutes every 30 minutes. Sensors were validated against in-situ samples during deployment and recovery. Fluorometers were standardised using fluorosphere beads. Turbidity meters were calibrated using Stabical (Hach, US). These moorings were also fitted with upward facing acoustic Doppler current profilers (ADCP), this data is held by BODC. The data were collected as part of the Shelf Sea Biogeochemistry (SSB) research programme as part work package 2. SSB was co-funded by the Natural Environment Research Council (NERC) and the Department for Environment, Food and Rural Affairs (Defra). The programme took a holistic approach to the cycling of nutrients and carbon and the controls on primary and secondary production in UK and European shelf seas, to increase understanding of these processes and their role in wider biogeochemical cycles.
DOI: 10.7910/dvn/tusjyb
title: pre-formulation tests on fast disintegrating tablets(FDT)

description: the dataset contains valuable information from various fast-disintegrating tablet formulations extracted from papers from 2010 to 2020, which can be used in pharmaceutical studies that are critical to the discovery and development of new drugs.
This dataset includes a detailed data dictionary describing the excipients used in formulation, including their names, functions, and measurement units.
description: Microsoft Excel, 2016
description: Also indexed in Zenodo
This dataset is cross-listed in Zenodo to enhance visibility and discoverability:
https://zenodo.org/records/15525554
DOI: 10.15468/dl.zccp9e
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Heleophryne depressa FitzSimons, 1946",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.5808 -24.13,35.5909 -24.0715,30.5701 -24.0715,30.5701 -28.5786,32.4847 -28.5786,32.55 -28.5222,33.0346 -26.8668,32.9741 -26.7838,33.0415 -26.059,32.9304 -26.0011,32.7994 -26.1281,32.6834 -26.0015,32.813 -25.8728,32.8513 -25.7166,33.3048 -25.3731,35.1489 -24.6699,35.5808 -24.13))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032944-250525065834625/datasets/export for details.
DOI: 10.14466/cefasdatahub.42
title: Shelf Sea Biogeochemistry - Nymph Bank Lander

description: This data set consists of biogeochemical sensor data from seabed moorings. Temperature, salinity, dissolved oxygen, chlorophyll fluorescence, turbidity where fitted to a Cefas ESM2 data logger. These instruments gathered data for 5 minutes every 30 minutes. Sensors were validated against in-situ samples during deployment and recovery. Fluorometers were standardised using fluorosphere beads. Turbidity meters were calibrated using Stabical (Hach, US). The moorings were also fitted with upward facing acoustic Doppler current profilers (ADCP), this data is held by BODC. The data were collected as part of the Shelf Sea Biogeochemistry (SSB) research programme as part work package 2. SSB was co-funded by the Natural Environment Research Council (NERC) and the Department for Environment, Food and Rural Affairs (Defra). The programme took a holistic approach to the cycling of nutrients and carbon and the controls on primary and secondary production in UK and European shelf seas, to increase understanding of these processes and their role in wider biogeochemical cycles.
DOI: 10.15468/dl.mbm2m5
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Gerbilliscus gambiana (Thomas, 1910)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 19 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032946-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.