cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.akak3r
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.19_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Parnassia oreophila Hance"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011073-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mfaxsc
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "GadmGid is CHN.19_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cnidium salinum Turcz."
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011074-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wqzmmk
title: Occurrence Download

description: A dataset containing 57454 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chionoecetes opilio (Fabricius, 1788)"
 ]
}

 The dataset includes 57454 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011072-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.57kv7z
title: Occurrence Download

description: A dataset containing 246 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hemitrygon akajei (Müller & Henle, 1841)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 246 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011075-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2tj59w
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "GadmGid is CHN.19_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pseudolysimachion longifolium (L.) Opiz"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011076-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fyau26
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Metapenaeopsis barbata (De Haan, 1844)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 28 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011077-240626123714530/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.26172595.v1
title: Supplementary Material for: A systematic review comparing radiofrequency versus focused ultrasound pallidotomy in the treatment of Parkinson’s disease

description: Introduction: Focused ultrasound (FUS) pallidotomy is a promising new therapy for Parkinson’s disease (PD). The efficacy, motor outcomes, and side effects of FUS pallidotomy compared to radiofrequency (RF) pallidotomy are unknown. Methods: We performed a systematic review of the outcomes and side effect profiles of FUS versus RF pallidotomy in patients with PD. Results: Across four RF reports and one FUS report, putative contralateral UPDRS III scores were not significantly different following RF versus FUS pallidotomy. Across 18 RF and 2 FUS reports, mean failure rate was 14% following RF pallidotomy versus 24% following FUS pallidotomy. Across 25 RF and 3 FUS reports, cognitive deficit was significantly more prevalent following RF pallidotomy (p = 0.004). Conclusion: At present, limited data and heterogeneity in outcome reporting challenges comparisons of FUS and RF pallidotomy efficacy and safety. Available evidence suggests FUS pallidotomy may have broadly similar efficacy and lower risk of cognitive impairment relative to RF pallidotomy. Standardized reporting of post-lesion outcomes in future studies would improve power and rule out potential confounders of these results.
DOI: 10.15468/dl.cvhvva
title: Occurrence Download

description: A dataset containing 155709 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Glomeromycota"
 ]
}

 The dataset includes 155709 records from 328 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011055-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.etmcsk
title: Occurrence Download

description: A dataset containing 311 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anadara broughtonii (Schrenck, 1867)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 311 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011078-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n9rfnw
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "GadmGid is CHN.19_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Heracleum moellendorffii Hance"
 ]
}

 The dataset includes 22 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011079-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9hzh5f
title: Occurrence Download

description: A dataset containing 424 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sphyraena pinguis Günther, 1874",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 424 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011080-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f4f9dv
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "GadmGid is CHN.19_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Veronica anagalloides Guss."
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011081-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cwu5vp
title: Occurrence Download

description: A dataset containing 257 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hippoglossoides dubius Schmidt, 1904",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 257 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011082-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/b96pxy8p9k.1
title: Palaeoenvironmental and stratigraphic reconstruction of the Lower-Middle Eocene Foraminiferal Limestone of Pag Island (Croatia) - Raw Data

description: This dataset contains the raw data resulting from the quantitative analysis of the benthic foraminifera association and the skeletal assemblage within the lower to middle Eocene carbonate succession exposed at the Island of Pag (Croatia). The aim of this work is to provide the palaeoenvironmental, palaeobathymetric, and stratigraphic reconstructions and clarify the dynamics of the carbonate factories in the Dinaric Foreland Basin. More than 100 samples have been collected within the Foraminiferal Limestone and the overlying Transitional beds units. Quantitative analysis takes into account both large benthic (LBF) and small benthic (SBF) foraminifera. Based on the analysed LBF and nannofossil associations, the Foraminiferal Limestone has been dated to the early Eocene (Ypresian) and the Middle Eocene (late Lutetian/early Bartonian). Thanks to the analysis of the skeletal assemblage and the foraminiferal assemblage, and multivariate statistics, it was possible to identify seven main biofacies within the Foraminiferal Limestone and one biofacies within the Transitional Beds. The porcelaneous and agglutinated benthic foraminifera biofacies (BF1) indicates a well-illuminated, oligotrophic to mesotrophic, shallow-water, lagoonal environment. The hyaline SBF and encrusting benthic foraminifera biofacies (BF2) developed in a shallow water, inner-ramp environment, and is related to a vegetated seafloor. The nummulitid biofacies (BF3) indicates a moderately high energy, shallow water environment, whereas the comminuted bioclasts and nummulitid biofacies (BF4) indicates a low-energy, shallow water environment, both deposited in inner-to-middle ramp settings. The nummulitid and orthophragminid biofacies (BF5) indicates a moderate energy environment, deposited in middle ramp settings. The nummulitid and serpulid biofacies (BF6) consists of transported material from the inner ramp deposited in middle ramps settings. The orthophragminid and nummulitid biofacies (BF7) indicates a below-wave base, outer shelf setting and the planktic foraminifera biofacies (BF8), which is recorded in the Transitional Beds, deposited in hemipelagic environment, indicating the final drowning of the carbonate ramp. Based on the foraminiferal counting, quantitative parameters such as the orthophragminids/nummulitids ratio (O/N), the planktic/benthic foraminifera ratio (P/B), and the hyaline/porcelaneous foraminifera ratio (H/P) were calculated, indicating that the succession formed along a distally steepened ramp profile, with a progressively deepening of the depositional environment. Quantification serves as a crucial instrument for precise and reliable palaeoenvironmental reconstruction, playing a pivotal role in comparing diverse successions.
DOI: 10.15468/dl.43mzkk
title: Occurrence Download

description: A dataset containing 1870 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cenchrus setigerus Vahl"
 ]
}

 The dataset includes 1870 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011083-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rehsxx
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "GadmGid is CHN.19_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Oxybasis glauca (L.) S.Fuentes, Uotila & Borsch"
 ]
}

 The dataset includes 43 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011086-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v6f4j9
title: Occurrence Download

description: A dataset containing 208 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cynoglossus joyneri Günther, 1878",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 208 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011085-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8w63xt
title: Occurrence Download

description: A dataset containing 871 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is France",
 "Geometry POLYGON((1.06302 43.44135,1.07991 43.42484,1.0981 43.40597,1.11564 43.40266,1.15071 43.40172,1.17085 43.42437,1.1728 43.44465,1.17215 43.46681,1.14747 43.48001,1.13317 43.48426,1.10849 43.4852,1.08316 43.47483,1.06302 43.44135))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Accipitridae",
 "Year 2014-2024"
 ]
}

 The dataset includes 871 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011087-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9gntzz
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.19_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Achnatherum inebrians (Hance) Keng"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011089-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.de7txa
title: Occurrence Download

description: A dataset containing 254 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Apostichopus japonicus (Selenka, 1867)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 254 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011088-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.knut36
title: Occurrence Download

description: A dataset containing 61 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "GadmGid is CHN.19_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Juncus bufonius L."
 ]
}

 The dataset includes 61 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011090-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.52p9sw
title: Occurrence Download

description: A dataset containing 254 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Doederleinia berycoides (Hilgendorf, 1879)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 254 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011091-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qgdnw6
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.19_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cypripedium macranthos Sw."
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011092-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nh8kv5
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "GadmGid is CHN.19_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Euphorbia humifusa Willd."
 ]
}

 The dataset includes 43 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011093-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9bnpeu
title: Occurrence Download

description: A dataset containing 423 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sebastes inermis Cuvier, 1829",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 423 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011094-240626123714530/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.25752450.v1
title: A feature-specific prediction error model explains dopaminergic heterogeneity

description: Data used for Lee et al. 2024 Nature Neuroscience.

Details of the data structure can be found in the README.txt of https://github.com/ndawlab/vectorRPE
DOI: 10.15468/dl.mg8g96
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.19_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Nepeta sibirica L."
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011095-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ccezn
title: Occurrence Download

description: A dataset containing 140228 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Myocastor coypus (Molina, 1782)"
 ]
}

 The dataset includes 140228 records from 1851 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011026-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hqksq9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Micropterus dolomieu Lacepède, 1802",
 "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 ((35.628 -23.023,35.6007 -22.9702,35.6007 -23.165,35.628 -23.023))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025814-250525065834625/datasets/export for details.
DOI: 10.15468/dl.4mgdm6
title: Occurrence Download

description: A dataset containing 5476892 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Colombia",
 "DatasetKey is EOD – eBird Observation Dataset",
 "Geometry POLYGON((-76.33401 5.27763,-76.58452 4.87584,-76.73434 3.8646,-76.18419 3.33549,-75.38896 3.89909,-75.06626 4.85287,-74.87033 6.00019,-75.75776 6.11479,-75.93064 6.04603,-76.33401 5.27763))",
 "HasGeospatialIssue is false",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 5476892 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025797-250525065834625/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/12083294
title: Balochi Language to English Translation Dataset
DOI: 10.15468/dl.8s6f5x
title: Occurrence Download

description: A dataset containing 3341 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 Hipposideros caffer (Sundevall, 1846)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 3341 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025815-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15061709
title: CRCN-NE Metaphase Dataset

description: This dataset contains 519 images of cells in the metaphase stage, each with corresponding annotations in YOLO format. The images were obtained through a collaboration between the Regional Center for Nuclear Sciences of the Northeast (CRCN-NE) and the Federal Rural University of Pernambuco (UFRPE).

Each image is paired with a text file containing bounding box information for detected chromosomes, including class ID and normalized coordinates (x_center, y_center, width, height). This dataset is intended for research in cytogenetics, medical imaging, and computer vision tasks related to chromosome detection and classification. The creation of this dataset was made possible through the partnership between UFRPE and CRCN-NE, with access to imaging resources and expertise.
DOI: 10.5281/zenodo.15101359
title: CRCN-NE Metaphase Dataset

description: This dataset contains 519 images of cells in the metaphase stage, each with corresponding annotations in YOLO format. The images were obtained through a collaboration between the Regional Center for Nuclear Sciences of the Northeast (CRCN-NE) and the Federal Rural University of Pernambuco (UFRPE).

Each image is paired with a text file containing bounding box information for detected chromosomes, including class ID and normalized coordinates (x_center, y_center, width, height). This dataset is intended for research in cytogenetics, medical imaging, and computer vision tasks related to chromosome detection and classification. The creation of this dataset was made possible through the partnership between UFRPE and CRCN-NE, with access to imaging resources and expertise.

There is also a set of discarded images that were too difficult to label, the subset is named as discarded.zip.