cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.8383777
title: Dataset for Detection and Segmentation of the Radiographic Features of Pulmonary Edema

description: <strong>Objectives:</strong> This comprehensive dataset is well suited for training, evaluating, and using machine learning models to detect, segment, and analyze radiological features associated with pulmonary edema in chest X-ray images. <strong>Description:</strong> This dataset consists of a collection of chest X-rays extracted from the MIMIC database, carefully collected at the Beth Israel Deaconess Medical Center. In total, it comprises 1000 chest X-rays obtained from 741 patients with features suggestive of edema. These X-rays were carefully selected for manual annotation. The annotations are rich and detailed, covering specific radiological features commonly associated with pulmonary edema, including cephalization, Kerley lines, peribronchial cuffing, pleural effusions, bat wings, and infiltrates. Furthermore, each chest radiograph is thoughtfully assigned a severity category, categorizing it as "no edema", "vascular congestion", "interstitial edema", or "alveolar edema". <strong>Annotation Method:</strong> The annotation process was meticulously performed by a highly qualified clinician with over 10 years of radiology experience, utilizing both frontal and lateral views for each chest X-ray study. Cephalization and Kerley lines were delineated using polylines, while other features were delineated using binary masks. This methodological approach was carefully chosen to provide a comprehensive data set that would ensure accuracy in subsequent analyses and label assignments. <strong>Features and Severity Labels:</strong> The dataset includes a wide variety of radiological features, with a total of 4293 annotations. These include: Cephalization: 1656 annotations Kerley lines: 609 annotations Peribronchial cuffings: 30 annotations Pleural Effusions: 317 annotations Bat wings: 1604 annotations Infiltrate: 77 annotations At the same time, the dataset features a wealth of severity labels, totaling 741 cases, thoughtfully categorized as: No edema: 21 cases Vascular congestion: 74 cases Interstitial edema: 51 cases Alveolar edema: 595 cases Notably, all features are represented as bounding boxes, meticulously defined by their respective upper-left (x1; y1) and lower-right (x2; y2) corners. In addition, selected features are provided with masks encoded in base 64 format. To facilitate seamless decoding, we provide a conversion script called " mask_converter.py" that allows the transformation of encoded masks into a versatile numpy array format. This feature improves the usability of the dataset for precise analysis and deep learning applications.
DOI: 10.15468/dl.fw7vjw
title: Occurrence Download

description: A dataset containing 168 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Papaver rupifragum Boiss. & Reut."
 ]
}

 The dataset includes 168 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034595-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bdfyaf
title: Occurrence Download

description: A dataset containing 381529 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Argentina",
 "Year 1978-2023"
 ]
}

 The dataset includes 381529 records from 869 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034594-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ub8qmq
title: Occurrence Download

description: A dataset containing 712 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Blastocerus dichotomus (Illiger, 1815)"
 ]
}

 The dataset includes 712 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0113283-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.73w9kc
title: Occurrence Download

description: A dataset containing 1015 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "TaxonKey is Synallaxis hellmayri Reiser, 1905",
 "Year 2013-2022"
 ]
}

 The dataset includes 1015 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044528-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zkuio3
title: Occurrence Download

description: A dataset containing 497 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Mexico",
 "Country is United States of America",
 "Country is Canada"
 ]
 },
 "TaxonKey is Phloeosinus F.Chapuis, 1869"
 ]
}

 The dataset includes 497 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003865-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111303862
title: Loveless Fragment

description: [Text Description:] Fragment with a few letters ❧ [Medium:] Parchment ❧ [Script Note:] Jewish ❧ [Physical Object Description:] Parchment fragment ❧
DOI: 10.15468/dl.tcycuv
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Streptostyla gracilis Pilsbry, 1907"
 ]
}

 The dataset includes 66 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011139-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gx2vsx
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Catharus minimus (Lafresnaye, 1848)",
 {
 "or" : [
 "StateProvince is nunavut territory",
 "StateProvince is nunavut"
 ]
 }
 ]
}

 The dataset includes 52 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065273-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xhtkwg
title: Occurrence Download

description: A dataset containing 7951 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Calicotome spinosa (L.) Link",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7951 records from 99 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0096522-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nhegmq
title: Occurrence Download

description: A dataset containing 5677 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Allium triquetrum L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 5677 records from 136 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003867-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eaovzi
title: Occurrence Download

description: A dataset containing 140 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pseudoscada timna (Hewitson, 1854)"
 ]
}

 The dataset includes 140 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011152-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ny3nai
title: Occurrence Download

description: A dataset containing 358 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Clarkia modesta Jeps."
 ]
}

 The dataset includes 358 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004613-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111303824
title: Loveless Fragment

description: [Text Description:] Fragment with a few letters ❧ [Medium:] Parchment ❧ [Script Note:] Jewish ❧ [Physical Object Description:] Parchment fragment ❧
DOI: 10.15468/dl.ifqpwp
title: Occurrence Download

description: A dataset containing 2733 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mazama americana (Erxleben, 1777)"
 ]
}

 The dataset includes 2733 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011147-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q8kd0v
title: Occurrence Download

description: A dataset containing 8759 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coenonympha oedippus Fabricius, 1787"
 ]
}

 The dataset includes 8759 records from 102 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003883-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c436mf
title: Occurrence Download

description: A dataset containing 201 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pteropurpura vokesae W.K.Emerson, 1964"
 ]
}

 The dataset includes 201 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0096512-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.iwusvx
title: Occurrence Download

description: A dataset containing 610436 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "DecimalLongitude is greater than or equal to 10.4967",
 "DecimalLongitude is less than or equal to 12.0238",
 "DecimalLatitude is greater than or equal to 58.8386",
 "DecimalLatitude is less than or equal to 59.8236"
 ]
}

 The dataset includes 610436 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003876-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vz0l5j
title: Occurrence Download

description: A dataset containing 356315 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is EBCC Atlas of European Breeding Birds"
 ]
}

 The dataset includes 356315 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065244-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111130548
title: Potsherds from Qumran, Schoyen MS 1655/3

description: [Text Description:] 4 potsherds ❧ [Text or Publication Number Note:] Schoyen MS 1655/3 ❧ [Medium:] Clay ❧ [Script Note:] Non-Text ❧ [Physical Object Description:] 4 potsherds, covered by "white wash" of varying color shades ❧ [Physical Object Note:] a. 11.2 x 9.4 cm; b. 6.6 x 5.3 cm, section of bowl with decorated circular lines; c. 10.3 x 5.8 cm, preserves base and lower part of body of a dish or wide bowl; d. 8.0 x 4.2 cm, part of rim of jar
DOI: 10.15468/dl.fkcqyd
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Greece",
 "TaxonKey is Ceratoscopelus maderensis (Lowe, 1839)"
 ]
}

 The dataset includes 31 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011155-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bvkw43
title: Occurrence Download

description: A dataset containing 721 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pachystachys lutea (Ruiz & Pav. ex Schult.) Nees"
 ]
}

 The dataset includes 721 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0150229-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vayoaf
title: Occurrence Download

description: A dataset containing 834859 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "DatasetKey is EOD – eBird Observation Dataset"
 ]
}

 The dataset includes 834859 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065249-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111303874
title: Loveless Fragment

description: [Text Description:] Fragment with a few letters ❧ [Medium:] Parchment ❧ [Script Note:] Jewish ❧ [Physical Object Description:] Parchment fragment ❧
DOI: 10.15468/dl.nxwdb3
title: Occurrence Download

description: A dataset containing 1936 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Mexico",
 "Country is United States of America"
 ]
 },
 "TaxonKey is Lepidochelys kempii Garman, 1880"
 ]
}

 The dataset includes 1936 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003702-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.whonrk
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brevioleria Lamas, 2004"
 ]
}

 The dataset includes 41 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011181-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5sejac
title: Occurrence Download

description: A dataset containing 892 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phyllospadix scouleri Hook."
 ]
}

 The dataset includes 892 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003888-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xesra5
title: Occurrence Download

description: A dataset containing 21836 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "TypeStatus is not null"
 ]
}

 The dataset includes 21836 records from 279 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065264-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111130108
title: 11Q(?)Eschatological Fragment ar, DSS F.131

description: [Text Description:] Fragment of eschatological text ❧ [Text or Publication Number Note:] DSS F.131; DSS F.Eschat; Schoyen MS 4612/3 ❧ [Medium:] Parchment ❧ [Script Note:] Jewish ❧ [Physical Object Description:] 2.2cm, thickness .33±.05mm; thin, prepared on both sides; light to medium brown; mineral deposits, product of bat guano ❧ [Physical Object Note:] Line spacing c. 6mm; remains of three lines
DOI: 10.15468/dl.y7aad5
title: Occurrence Download

description: A dataset containing 13169 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Lasiurus Gray, 1831",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 13169 records from 149 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011158-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ekgrvw
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Chaconia ingae (Syd.) Cummins)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 56 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064031-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111130026
title: 4Q(?)Fragment with Text from Commentary on Genesis A, DSS F.130

description: [Text Description:] Fragments from Commentary on Genesis ❧ [Text or Publication Number Note:] DSS F.130; DSS F.CommGen; Schoyen MS 5095/7 ❧ [Medium:] Parchment ❧ [Script Note:] Jewish ❧ [Physical Object Description:] 4 tiny pieces of parchment, 3 w/writing: 2.0x1.0, 0.7x1.5, 0.5x1.5cm, .9x1.2cm; grey parchment, thin ❧ [Physical Object Note:] Letter hight 2.5mm, line spacing 7.5mm ❧ [Physical Object Note:] Original assemblage was with a leather cord, Schoyen MS 5095/6
DOI: 10.15468/dl.dljy3v
title: Occurrence Download

description: A dataset containing 364460 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-171.91406 -60.93043,-27.07031 -60.93043,-27.07031 76.01609,-171.91406 76.01609,-171.91406 -60.93043))",
 "TaxonKey is Icterus spurius (Linnaeus, 1766)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 364460 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004617-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111302873
title: Exodus 23

description: [Text Description:] Fragment Exodus 23:8-10 ❧ [Medium:] Parchment ❧ [Script Note:] Jewish ❧ [Physical Object Description:] Parchment fragment ❧
DOI: 10.15468/dl.c6nfnd
title: Occurrence Download

description: A dataset containing 321 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lepidozamia Regel",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 321 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065326-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cnmcgb
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Year 2010-2018",
 "HasCoordinate is true",
 "TaxonKey is Marmosa mexicana Merriam, 1897",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011177-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2dajfi
title: Occurrence Download

description: A dataset containing 1494 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Lista de especies de peces de agua dulce de Colombia / Checklist of the freshwater fishes of Colombia"
 ]
}

 The dataset includes 1494 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002790-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ziyyky
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scytalopus robbinsi Krabbe & Schulenberg, 1997"
 ]
}

 The dataset includes 28 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065287-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111302842
title: Deuteronomy 12

description: [Text Description:] Fragment Deuteronomy 12:11-14 ❧ [Medium:] Parchment ❧ [Script Note:] Jewish ❧ [Physical Object Description:] Parchment fragment ❧
DOI: 10.25549/inscriptifact-ouc111302843
title: Deuteronomy 12

description: [Text Description:] Fragment Deuteronomy 12:11-14 ❧ [Medium:] Parchment ❧ [Script Note:] Jewish ❧ [Physical Object Description:] Parchment fragment ❧
DOI: 10.15468/dl.4l11as
title: Occurrence Download

description: A dataset containing 190088 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 "Year 1928-1929",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 190088 records from 149 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004621-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aioynp
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Velamysta pupilla (Hewitson, 1874)"
 ]
}

 The dataset includes 6 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011161-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jj9k5y
title: Occurrence Download

description: A dataset containing 3708 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Human Observation"
 ]
 },
 "HasCoordinate is true",
 {
 "or" : [
 "TaxonKey is Eurycea neotenes Bishop & Wright, 1937",
 "TaxonKey is Eurycea sosorum Chippindale, Price & Hillis, 1993",
 "TaxonKey is Eurycea waterlooensis Hillis, Chamberlain, Wilcox & Chippindale, 2001",
 "TaxonKey is Eurycea nana Bishop, 1941",
 "TaxonKey is Eurycea tonkawae Chippindale, Price, Wiens & Hillis, 2000",
 "TaxonKey is Eurycea chisholmensis Chippindale, Price, Wiens & Hillis, 2000",
 "TaxonKey is Eurycea naufragia Chippindale, Price, Wiens & Hillis, 2000",
 "TaxonKey is Eurycea rathbuni (Stejneger, 1896)",
 "TaxonKey is Eurycea robusta (Longley, 1978)",
 "TaxonKey is Eurycea latitans Smith & Potter, 1946",
 "TaxonKey is Eurycea neotenes latitans Smith & Potter, 1946",
 "TaxonKey is Eurycea neotenes pterophila Burger, Smith & Potter, 1950",
 "TaxonKey is Eurycea pterophila Burger, Smith & Potter, 1950",
 "TaxonKey is Eurycea tridentifera Mitchell & Reddell, 1965"
 ]
 },
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3708 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003718-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.