cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.66wzfx
title: Occurrence Download

description: A dataset containing 3053 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((120.23133 22.64107,120.23358 22.61938,120.25259 22.60664,120.30817 22.60585,120.32599 22.63326,120.32666 22.65924,120.3095 22.68994,120.2789 22.69638,120.24131 22.68106,120.23133 22.64107))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (EN, CR, VU, NT)",
 "OccurrenceStatus is Present",
 "Year 1980-2024"
 ]
}

 The dataset includes 3053 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006544-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mksrgv
title: Occurrence Download

description: A dataset containing 22066 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is PlantTracker data from 2012 onwards"
 ]
}

 The dataset includes 22066 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0256026-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e49xmd
title: Occurrence Download

description: A dataset containing 8417 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Misgurnus anguillicaudatus (Cantor, 1842)"
 ]
}

 The dataset includes 8417 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038102-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j7hgp2
title: Occurrence Download

description: A dataset containing 4073 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhodospingus cruentus (R.Lesson, 1844)"
 ]
}

 The dataset includes 4073 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006554-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5zy2sk
title: Occurrence Download

description: A dataset containing 4920 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Echinorhynchida"
 ]
}

 The dataset includes 4920 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0263542-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nppoez
title: Occurrence Download

description: A dataset containing 1787 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Heterotheca villosa (Pursh) Shinners",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 1787 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038108-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.48s99w
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Malaysia)",
 "BasisOfRecord is one of (Specimen)",
 "Year is greater than or equal to 1900",
 "TaxonKey is Lissachatina fulica (Bowdich, 1822)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010913-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nqbzyh
title: Occurrence Download

description: A dataset containing 194 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Abantis venosa Trimen, 1889"
 ]
}

 The dataset includes 194 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006587-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j6ddza
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Osmia circumventa Peters, 1974"
 ]
}

 The dataset includes 9 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038108-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6dsm95
title: Occurrence Download

description: A dataset containing 2506 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 "TaxonKey is Urochloa brizantha (A.Rich.) R.D.Webster"
 ]
}

 The dataset includes 2506 records from 137 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010914-210819072339941/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a6qs3g
title: Occurrence Download

description: A dataset containing 2486 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hibiscus tiliaceus L.",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 2486 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038109-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wm8en7
title: Occurrence Download

description: A dataset containing 66743 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Macroalgal collection of National Museum of Nature and Science (TNS)"
 ]
}

 The dataset includes 66743 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007625-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.un35fj
title: Occurrence Download

description: A dataset containing 723 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Brazil",
 "Country is Paraguay",
 "Country is Argentina",
 "Country is Bolivia (Plurinational State of)"
 ]
 },
 "TaxonKey is Aspidosperma polyneuron Müll.Arg."
 ]
}

 The dataset includes 723 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0271743-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kcyhfb
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pilosocereus aurisetus subsp. densilanatus (F.Ritter) P.J.Braun & Esteves"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038109-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.whw22m
title: Occurrence Download

description: A dataset containing 45095 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "Geometry POLYGON((9.66667 -35.8,33.925 -35.8,33.925 -11,9.66667 -11,9.66667 -35.8))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Squamata",
 "Year 2000-2024"
 ]
}

 The dataset includes 45095 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006799-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rayee2
title: Occurrence Download

description: A dataset containing 1102 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Coelocaulon divergens (Ach.) R.Howe",
 "Year 1970-2021"
 ]
}

 The dataset includes 1102 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0272237-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ynumtu
title: Occurrence Download

description: A dataset containing 86 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pilosocereus aurisetus subsp. aurisetus"
 ]
}

 The dataset includes 86 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038110-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m43zfu
title: Occurrence Download

description: A dataset containing 76 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-47.03126 -23.12838,-47.0378 -23.21,-46.95701 -23.24074,-46.89281 -23.22824,-46.86896 -23.19852,-46.85238 -23.14088,-46.89588 -23.06992,-47.01591 -23.08276,-47.03126 -23.12838))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (EN, CR, VU, NT)",
 "OccurrenceStatus is Present",
 "Year 1980-2024"
 ]
}

 The dataset includes 76 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006591-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mymw7d
title: Occurrence Download

description: A dataset containing 87183 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myriophyllum spicatum L."
 ]
}

 The dataset includes 87183 records from 561 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0268417-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.emkhld
title: Occurrence Download

description: A dataset containing 33157 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hieracium laevigatum Willd.",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 33157 records from 130 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038111-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cwtgef
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((2.50432 42.41389,4.04253 41.35356,7.9735 41.26798,8.82806 41.18228,10.02444 41.69478,9.68262 43.66301,7.9735 43.74538,7.17591 44.19639,4.15647 44.3188,2.90311 43.53924,2.50432 42.41389))",
 "HasGeospatialIssue is false",
 "TaxonKey is Crepidula fornicata (Linnaeus, 1758)"
 ]
}

 The dataset includes 10 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007000-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zeazsx
title: Occurrence Download

description: A dataset containing 535 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Nephrolepis falcata (Cav.) C.Chr."
 ]
}

 The dataset includes 535 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0268440-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jn3bkx
title: Occurrence Download

description: A dataset containing 1278 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tremarctos ornatus (F.G.Cuvier, 1825)"
 ]
}

 The dataset includes 1278 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038114-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.txx38f
title: Occurrence Download

description: A dataset containing 1775 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Zanclostomus calyorhynchus (Temminck, 1825)"
 ]
}

 The dataset includes 1775 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011863-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w1ep2o
title: Occurrence Download

description: A dataset containing 1148503 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Madagascar"
 ]
}

 The dataset includes 1148503 records from 846 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038115-181108115102211/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.27208074
title: paper sme.rar

description: This study examines the determinants of the access to financial services, digital technologies, and government support mechanisms that have influenced the resilience and performance of microenterprises in Colombia during and after the COVID-19 pandemic. Using data from the 2022 Microbusiness Survey by DANE and a sample of over 12,805 microenterprises, quantitative methods are employed, including descriptive statistical analysis and logistic regression models. The results indicate that Microenterprises that obtained bank loans show a higher probability of adopting electronic banking services and digital technologies, increasing their capacity to adapt to the market. In contrast, those who rely on informal lenders exhibit a lower propensity to use digital financial technologies, evidencing the need for policies that promote financial inclusion. The study also reveals sectoral and geographical disparities in adopting financial services and digital technologies. Sectors such as administrative services, health, and industry show higher adoption than agriculture. A significant gap is observed between urban and rural areas, suggesting the need to improve digital infrastructure in disadvantaged zones. The findings have important implications for public policies promoting equitable access to financial and technological resources, especially in rural areas and less digitized sectors.
DOI: 10.6084/m9.figshare.27208074.v1
title: paper sme.rar

description: This study examines the determinants of the access to financial services, digital technologies, and government support mechanisms that have influenced the resilience and performance of microenterprises in Colombia during and after the COVID-19 pandemic. Using data from the 2022 Microbusiness Survey by DANE and a sample of over 12,805 microenterprises, quantitative methods are employed, including descriptive statistical analysis and logistic regression models. The results indicate that Microenterprises that obtained bank loans show a higher probability of adopting electronic banking services and digital technologies, increasing their capacity to adapt to the market. In contrast, those who rely on informal lenders exhibit a lower propensity to use digital financial technologies, evidencing the need for policies that promote financial inclusion. The study also reveals sectoral and geographical disparities in adopting financial services and digital technologies. Sectors such as administrative services, health, and industry show higher adoption than agriculture. A significant gap is observed between urban and rural areas, suggesting the need to improve digital infrastructure in disadvantaged zones. The findings have important implications for public policies promoting equitable access to financial and technological resources, especially in rural areas and less digitized sectors.
DOI: 10.15468/dl.3rzp4y
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Nomada melathoracica Imhoff, 1834",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 30, 46 30, 46 68, -26 68, -26 30))"
 ]
}

 The dataset includes 22 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006894-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ue267b
title: Occurrence Download

description: A dataset containing 338689 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Potentilla anserina L."
 ]
}

 The dataset includes 338689 records from 958 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006675-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6gthc8
title: Occurrence Download

description: A dataset containing 673 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vicugna pacos (Linnaeus, 1758)"
 ]
}

 The dataset includes 673 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006895-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.78a3m3
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Nomada obtusifrons Nylander, 1848",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 30, 46 30, 46 68, -26 68, -26 30))"
 ]
}

 The dataset includes 73 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006896-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tzmen7
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Fragment size of individual Fagus sylvatica trees based on microsatellite markers"
 ]
}

 The dataset includes 31 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006897-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5jxu9b
title: Occurrence Download

description: A dataset containing 2000 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhynchophorus palmarum (C.Linnaeus, 1758)"
 ]
}

 The dataset includes 2000 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006899-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.97dvxh
title: Occurrence Download

description: A dataset containing 2563 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Nomada ruficornis (Linnaeus, 1758)",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 30, 46 30, 46 68, -26 68, -26 30))"
 ]
}

 The dataset includes 2563 records from 97 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006898-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rntan4
title: Occurrence Download

description: A dataset containing 673 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vicugna pacos (Linnaeus, 1758)"
 ]
}

 The dataset includes 673 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006901-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gen7yg
title: Occurrence Download

description: A dataset containing 203 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Nomada sexfasciata Panzer, 1799",
 "PhylumKey is Arthropoda",
 "Year is greater than or equal to 1992",
 "Year is less than or equal to 2012",
 "Geometry POLYGON((-26 30, 46 30, 46 68, -26 68, -26 30))"
 ]
}

 The dataset includes 203 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006900-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13916844
title: Segmentation Dataset for Periorbital Segmentation and Distance Prediction

description: High quality segmentation of the eyes and lids is an essential step in developing clinically relevant deep learning models for oculoplastic and craniofacial surgery. However, there are currently no publicly available datasets suitable for this purpose. As such, we have developed and validated a novel dataset for oculoplastic segmentation and periorbital distance prediction. Using images from two open-source datasets, we segmented the iris, sclera, lid, caruncle, and brow from cropped eye images. Five trained annotators performed the segmentations, and intergrader reliability was assessed on 100 randomly selected images aftera two-week forgetting period, yielding an average Dice score of 0.82 ± 0.01. Intragrader reliability on 20 images averaged a Dice score of 0.81 ± 0.08. To demonstrate the dataset's utility, we trained three DeepLabV3 models following standard procedures. This first-of-its-kind dataset, along with a toolkit for periorbital distance prediction, is publicly available to support the development of clinically useful segmentation models for oculoplastic and craniofacial applications.