cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10512879
title: Computer based method for identification of fibrotic scars from electrograms and local activation times (dataset)

description: A dataset containing the left ventricle meshes has been curated to evaluate the method's efficacy in identifying fibrosis patterns from electrograms and local activation times within the left ventricle wall. This dataset includes meshes featuring fibrotic regions, delineated into labeled sub-endocardial, mid-myocardial, and sub-epicardial layers of the left ventricle, along with identification labels for the 17 segments of the left ventricle. Additionally, the dataset includes information on measuring electrodes and the extracted endocardial and epicardial surfaces.
DOI: 10.5281/zenodo.10512880
title: Computer based method for identification of fibrotic scars from electrograms and local activation times (dataset)

description: A dataset containing the left ventricle meshes has been curated to evaluate the method's efficacy in identifying fibrosis patterns from electrograms and local activation times within the left ventricle wall. This dataset includes meshes featuring fibrotic regions, delineated into labeled sub-endocardial, mid-myocardial, and sub-epicardial layers of the left ventricle, along with identification labels for the 17 segments of the left ventricle. Additionally, the dataset includes information on measuring electrodes and the extracted endocardial and epicardial surfaces.
DOI: 10.5281/zenodo.15630579
title: Computer based method for identification of fibrotic scars from electrograms and local activation times (dataset)

description: A dataset containing the left ventricle meshes has been curated to evaluate the method's efficacy in identifying fibrosis patterns from electrograms and local activation times within the left ventricle wall. This dataset includes meshes featuring fibrotic regions, delineated into labeled sub-endocardial, mid-myocardial, and sub-epicardial layers of the left ventricle, along with identification labels for the 17 segments of the left ventricle. Additionally, the dataset includes information on measuring electrodes and the extracted endocardial and epicardial surfaces.
DOI: 10.15468/dl.mqhjq9
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 ((31.8862 -21.3285,30.5701 -20.3186,30.5701 -24.0715,35.5909 -24.0715,35.6007 -24.0157,35.6007 -23.8125,35.4969 -23.7035,35.6007 -23.165,35.6007 -22.9702,35.227 -22.2482,34.6862 -21.6944,34.013 -21.3095,33.5 -21.1593,32.9675 -21.1092,32.4352 -21.1612,31.8862 -21.3285))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032947-250525065834625/datasets/export for details.
DOI: 10.14466/cefasdatahub.43
title: Large Woody Debris Restoration Field Experiment Dataset

description: Riverine species and environmental data relating to Thompson et al. (2017) Large woody debris rewilding rapidly restores biodiversity in riverine food webs. Journal of Applied Ecology. The purpose of this study was to test for causal evidence of ecological restoration following the introduction of large woody debris in rivers. Chlorophyll-a and diatom community structure was estimated from stone scrapes; a Hess sampler (0.017m2) with 335µm mesh was used to collect invertebrates and coarse (CPOM) and fine particulate organic matter (FPOM); fish estimates were based on depletion electrofishing; habitat estimates were made using a bathyscope across a grid of fifteen 1 m2 quadrats divided between five equally spaced transects per reach.
DOI: 10.15468/dl.nwdma8
title: Occurrence Download

description: A dataset listing the 407 species recorded in GBIF matching the query:
{
 "and" : [
 "GadmGid is FRA.10.4.2_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves"
 ]
}

 The dataset's 407 records were derived from 357 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032938-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uqtx2e
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",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Gerbilliscus giffardi (Wroughton, 1906)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032948-250525065834625/datasets/export for details.
DOI: 10.34740/kaggle/dsv/12117994
title: Full TMDB Movies Dataset 2024 (1M Movies)
DOI: 10.15468/dl.g5hurz
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 ((27.1586 -33.5889,28.2048 -32.9007,25.5395 -32.9007,25.5395 -34.1098,25.6468 -34.1222,25.7787 -34.0734,25.7098 -33.9109,25.8639 -33.797,26.4806 -33.8473,27.1586 -33.5889))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032950-250525065834625/datasets/export for details.
DOI: 10.5517/ccdc.csd.cc2grcd0
title: CCDC 2286572: Experimental Crystal Structure Determination

description: Related Article: Xiaojuan Lv, Yuting Dong, Dariusz Szczepanik, Naoki Aratani, Takahisa Ikeue, Feng Chen, Tao Zhang, Fengxian Qiu, Toshiharu Teranishi, Songlin Xue|2025|Chin.Chem.Lett.|36|110435|doi:10.1016/j.cclet.2024.110435
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2grcg2
title: CCDC 2286574: Experimental Crystal Structure Determination

description: Related Article: Xiaojuan Lv, Yuting Dong, Dariusz Szczepanik, Naoki Aratani, Takahisa Ikeue, Feng Chen, Tao Zhang, Fengxian Qiu, Toshiharu Teranishi, Songlin Xue|2025|Chin.Chem.Lett.|36|110435|doi:10.1016/j.cclet.2024.110435
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.ahyetb
title: Occurrence Download

description: A dataset containing 675 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 guineae (Thomas, 1910)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 675 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032952-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2xqnfv
title: Occurrence Download

description: A dataset containing 196 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Ophiocordyceps sinensis (Berk.) G.H.Sung, J.M.Sung, Hywel-Jones & Spatafora"
 ]
}

 The dataset includes 196 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032951-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m7uzp7
title: Occurrence Download

description: A dataset containing 14 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 ((18.2339 -32.5266,18.1411 -32.657,18.1007 -32.7021,18.0224 -32.6366,17.8923 -32.6419,17.754 -32.8255,17.7723 -32.9007,20.509 -32.9007,20.509 -28.5786,16.2782 -28.5786,16.4358 -28.7202,16.726 -29.1235,17.1957 -30.3752,17.6655 -31.1743,18.1322 -31.7679,18.2495 -32.2638,18.2339 -32.5266))"
 ]
}

 The dataset includes 14 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032953-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.14466/cefasdatahub.44
title: Management Strategy Evaluation toolkit for Ecopath with Ecosim (model output and technical report)

description: This dataset consists of output from a computer model that predicts responses of 69 functional groups from plankton to whales to changing fishing pressure. Scenarios are run using the newly built plug-in (see report) that allows for an assessment of the effect of model parameter uncertainty. The base model is the ICES key-run of EwE for the North Sea described here http://data.cefas.co.uk/#/View/2847.  Format of the data: Zipped csv files covering the hindcast period 1991-2013 (inclusive) with 20 year forecasts.   Output includes annual average values for the whole North Sea:  For both functional groups and fishing fleets: landings (tonnage and value, £), discards (tonnage),  For functional groups only: biomass (tonnage) and fishing mortality (split by landings and discards)  For fishing fleets only: fishing effort relative to 1990.  Also identified are 'choke species' that lead to closure of fisheries.  The report (pdf) describes the development of a tool for assessing the effect of model parameter uncertainty on the performance of management options simulated using an ecosystem model. It provides the rationale, description of methods and algorithms, and a step-by-step guide for users of the tool. While the interface of the tool is designed to be user friendly, the setup of input files and its application requires a thorough understanding of the parameterisation of Ecopath models, advanced experience with Ecosim and understanding of Management Strategy Evaluation procedures.  Model data arise from 1000 simluations run to evaluate the European Commissions proposed North Sea Multi-Annual Plan for demersal stocks (EC 2016/0493). The possible impacts of the plan are evaluated in terms of its likely outcomes to achieve management objectives for fishing pressure, species' biomass, fishery yield, the landed value of key species and ecosystem objectives (given change in indicators).  Full details are given in Mackinson et al. (in review) and Cefas contract report MF1228 Milestone 1.2 "Contribute to the development of regional long-term management plans based on an ecosystem approach" Christopher Lynam and Steven Mackinson. 12 June 2017.
DOI: 10.7910/dvn/odkmnh
title: Tobacco-Misinformation Claims for AI Credibility Assessment

description: "Tobacco-Misinformation Claims for AI Credibility Assessment” is a curated dataset consisting of 20 representative statements commonly encountered as misinformation in tobacco control discourse. Each claim has been normalized and formatted in a single-column CSV file (UTF-8 encoded) under the header “claim.” Selection criteria prioritized prominence in public-health conversations and balanced representation across four categories—health impact, scientific assertions, policy measures, and statistical statements. These claims serve as the test set for evaluating the accuracy and reliability of a multi-agent AI pipeline for expert-level credibility scoring, as detailed in the associated manuscript. Researchers and practitioners may use this dataset to benchmark misinformation-detection models, reproduce the reported results, and compare system performance.
DOI: 10.15468/dl.sd87sc
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 ((15.6372 -28.0032,16.2782 -28.5786,20.509 -28.5786,20.509 -24.0715,15.4933 -24.0715,15.4945 -24.1257,16.0509 -25.6631,15.6372 -28.0032))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032954-250525065834625/datasets/export for details.
DOI: 10.15468/dl.kar28f
title: Occurrence Download

description: A dataset containing 9 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 inclusus (Thomas & Wroughton, 1908)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032956-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d2v6pk
title: Occurrence Download

description: A dataset containing 158 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Annona aurantiaca Barb.Rodr., Annona coriacea var. amplexicaulis S.Moore)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 158 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032955-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6c9kbg
title: Occurrence Download

description: A dataset containing 159 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Russian Federation",
 "GadmGid is RUS.66_1",
 "TaxonKey is Medicago falcata L."
 ]
}

 The dataset includes 159 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032957-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uhcjhj
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 ((15.4784 -23.4046,15.4933 -24.0715,20.509 -24.0715,20.509 -24.0455,20.0952 -23.5072,19.9968 -23.017,19.7843 -22.5405,19.1988 -21.8785,18.5972 -21.5447,17.8859 -21.3993,17.1626 -21.4805,16.5332 -21.7596,16.1257 -22.0882,15.8234 -22.4662,15.606 -22.8993,15.4784 -23.4046))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032958-250525065834625/datasets/export for details.
DOI: 10.14466/cefasdatahub.45
title: Macrobenthos Data from Shoreham, the Tyne and the Thames Estuaries, UK, 2000 to 2006

description: These data describe counts of macrobenthic infauna (with associated station metadata) taken from sediment samples collected at sites in the Tyne, Thames and Shoreham, UK from 2000 to 2006. For selected samples, wet biomass data is also included per taxon. The samples from the Shoreham site were collected across an aggregate extraction area over 4 years with the aim to test several habitat mapping techniques by documenting the presence of different faunal levels across the area. The samples collected at the Tyne and Thames were initiated at former sewage sludge disposal sites. Cefas conducted annual sampling in these areas during and post cessation of sewage disposal after January 1999 to monitor the benthic macrofauna community. To obtain the macrofauna, sediment samples were collected using a sediment samples collected using a Day Grab (Van Veen, 0.1m2) or a Hamon grab (either 0.1m2 or 0.25m2), depending on the area and nature of the sediments. Samples were then immediately sieved on board with running seawater over a 0.5mm and/or 1mm mesh sieve to remove the sediment. After sieving, the samples were preserved in 5% buffered formaldehyde. On return to the laboratory, the samples were washed to remove the formaldehyde and the macrofauna extracted using light microscopy and preserved in 70% Industrial Methylated Spirit. Animals were identified to the lowest taxonomic level possible and each taxon enumerated to generate the abundance information. The in some samples, the same animals were then weighed after blotting (wet weight) to the nearest 0.0001g to obtain biomass information.
DOI: 10.15468/dl.ekt22t
title: Occurrence Download

description: A dataset containing 696 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 kempii (Wroughton, 1906)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 696 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032959-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5258/soton/d3515
title: Data in support of 'Ecosystem level impacts of plastic pollution'
DOI: 10.15468/dl.nptts8
title: Occurrence Download

description: A dataset containing 1 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 ((25.5395 -28.5786,20.509 -28.5786,20.509 -32.9007,25.5395 -32.9007,25.5395 -28.5786))"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032961-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.14466/cefasdatahub.47
title: Cefas Historic Secchi Depth Measurements

description: Secchi depth measurements, collected for studying the effects of the light climate on pelagic fish (e.g. fish school position in the water column compared to the depth of penetration of light); The dataset comprise 470 Secchi depth measurements collected in 1931, 1937, 1946-1950, 1968. The coordinates of each observation were generally not indicated in the logbooks and were derived from the associated station-sheets. Occasionally the exact coordinates were not specified but only the location of the sampling station was indicated; therefore the location name (e.g. Smiths Knoll) was used for deriving approximate coordinates. In other cases, the location was expressed as, for example, ‘4 miles SE of Smiths Knoll’; in such cases approximate coordinates were derived associating coordinates to Smiths Knoll and then using Google Earth for moving 4 miles SE of this position. Times of Secchi depth measurements were not available for each measurements, as well as weather condition description. Secchi depth measurements were converted from fathoms (or feet) into meters.
DOI: 10.15468/dl.37u3dv
title: Occurrence Download

description: A dataset containing 196 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Ophiocordyceps sinensis (Berk.) G.H.Sung, J.M.Sung, Hywel-Jones & Spatafora"
 ]
}

 The dataset includes 196 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032962-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/12118064
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.15599999
title: Dataset for study on Rapid Weight Loss in Adolescent Combat Athletes

description: This dataset was collected as part of a Master’s thesis project at ATU Galway, investigating rapid weight loss practices, methods, and influences among adolescent combat sport athletes. Variables include weight loss strategies, prevalence, and perceived influence of external figures.
DOI: 10.5281/zenodo.15600000
title: Dataset for study on Rapid Weight Loss in Adolescent Combat Athletes

description: This dataset was collected as part of a Master’s thesis project at ATU Galway, investigating rapid weight loss practices, methods, and influences among adolescent combat sport athletes. Variables include weight loss strategies, prevalence, and perceived influence of external figures.
DOI: 10.15468/dl.v4qys7
title: Occurrence Download

description: A dataset containing 1464 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 leucogaster (Peters, 1852)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 1464 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032963-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.