cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.jt5mrz
title: Occurrence Download

description: A dataset containing 859824 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Geranium robertianum"
 ]
}

 The dataset includes 859824 records from 3433 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003718-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9vztqx
title: Occurrence Download

description: A dataset containing 4400 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Spizocorys starki (Shelley, 1902))",
 "BasisOfRecord is one of (Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1950",
 "OccurrenceStatus is Present",
 "DistanceFromCentroidInMeters is greater than or equal to 2000"
 ]
}

 The dataset includes 4400 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000489-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k47bet
title: Occurrence Download

description: A dataset containing 330 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Anaplectes melanotis)",
 "BasisOfRecord is one of (Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1950",
 "OccurrenceStatus is Present",
 "DistanceFromCentroidInMeters is greater than or equal to 2000"
 ]
}

 The dataset includes 330 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000490-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xd2pvs
title: Occurrence Download

description: A dataset containing 10209 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Campethera notata (M.H.K.Lichtenstein, 1823))",
 "BasisOfRecord is one of (Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1950",
 "OccurrenceStatus is Present",
 "DistanceFromCentroidInMeters is greater than or equal to 2000"
 ]
}

 The dataset includes 10209 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000491-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fuav66
title: Occurrence Download

description: A dataset containing 527 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Tryngites subruficollis (Vieillot, 1819))",
 "BasisOfRecord is one of (Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1950",
 "OccurrenceStatus is Present",
 "DistanceFromCentroidInMeters is greater than or equal to 2000"
 ]
}

 The dataset includes 527 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000492-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/c1102d8ad5761f9736de26a2c5df0044
title: SBC LTER: Ocean: Currents and Biogeochemistry: Moored CTD and ADCP data from Santa Barbara Harbor Mooring (SBH), ongoing since 1999

description: CTD (Hydrography) data were collected at Santa Barbara Harbor (site
 ID: SBH). Data have been interpolated to a 20 minute interval. The
 CTD data for this site are harvested from SCCOOS
 (http://sccoos.org/) and processed in Matlab.
DOI: 10.15468/dl.xz7hg3
title: Occurrence Download

description: A dataset containing 9734 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Anthus vaalensis Shelley, 1900)",
 "BasisOfRecord is one of (Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1950",
 "OccurrenceStatus is Present",
 "DistanceFromCentroidInMeters is greater than or equal to 2000"
 ]
}

 The dataset includes 9734 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000493-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34810/data1910
title: Radiolung

description: This prospective cohort study, initiated in December 2019, aims to evaluate nodules of patients who underwent surgery for pulmonary nodules (PN) in routine practice and as part of Lung Cancer Screening (LCS). To determine the malignancy of the nodules and their histopathological type, a biopsy was performed on each PN.

Informed consent was obtained from all subjects involved in the study. The study was conducted according to the guidelines of the Declaration of Helsinki-Fortaleza/Brazil, 2013, and approved by the Institutional Review Board of Hospital Universitari Germans Trias i Pujol (protocol code PI-19-169 and date 6 September 2019).

The CT scans were acquired using standardized parameters, including 120 kV, 100-350 mA (dose modulation range), soft tissue reconstructions, and high-frequency algorithms. For more detailed information, please refer to the article titled “An Intelligent Radiomic Approach for Lung Cancer Screening” (full reference provided above).

The database contains anonymized CT scans in NifTI format, along with the precise location of the nodules within the scans. These locations were marked by a respiratory medicine physician with seven years of experience using 3D-Slicer software (version 4.11.20210226). The physician utilized this tool to define a Volume of Interest (VOI) that encloses each nodule, resulting in the generation of a corresponding .ACSV file for each PN.

For instance, let’s take the file R_1.acsv, which was generated using 3D-Slicer and contains a VOI represented by the following lines:

line 24. # pointColumns = type|x|y|z|sel|vis

line 25. point|82.3079|-85.7626|102.94|1|1

line 26. point|11.9305|16.9547|10.8962|1|1

Line 24 describes the positional items of the subsequent lines. The VOI is represented by a central point (x, y, z), which can be found in Line 25, and a shift in both directions (+/-) for each axis, specified in Line 26. This means that the VOI is delimited by the following two points:

Point1 = (70.3774, −102.7173, 92.0438)

Point2 = (94.2384, −68.8079, 113.8362)

These points define the bounding box that encompasses the PN image. They are given in the world system coordinates relative to the CT scan and need to be mapped to the voxel coordinates for extracting the VOI of the nodule. To achieve this mapping, the affine matrix is employed to transform from the scanner coordinate system to the voxel coordinate system. Once the mapping is performed, the bounding box can be utilized to extract the pulmonary nodule from the CT scan.
DOI: 10.15468/dl.kwta6q
title: Occurrence Download

description: A dataset containing 40529 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ardeotis kori (Burchell, 1822))",
 "BasisOfRecord is one of (Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1950",
 "OccurrenceStatus is Present",
 "DistanceFromCentroidInMeters is greater than or equal to 2000"
 ]
}

 The dataset includes 40529 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000494-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.87vh82
title: Occurrence Download

description: A dataset containing 2902 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Circaetus fasciolatus Kaup, 1847)",
 "BasisOfRecord is one of (Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1950",
 "OccurrenceStatus is Present",
 "DistanceFromCentroidInMeters is greater than or equal to 2000"
 ]
}

 The dataset includes 2902 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000495-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dkfftr
title: Occurrence Download

description: A dataset containing 184 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pholisma Nutt. ex Hook."
 ]
}

 The dataset includes 184 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000498-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.95xkdp
title: Occurrence Download

description: A dataset containing 5189 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Vidua purpurascens (Reichenow, 1883))",
 "BasisOfRecord is one of (Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1950",
 "OccurrenceStatus is Present",
 "DistanceFromCentroidInMeters is greater than or equal to 2000"
 ]
}

 The dataset includes 5189 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000497-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b9eabt
title: Occurrence Download

description: A dataset containing 45357 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "GadmGid is one of (COL.2.108_2)",
 "StateProvince is one of (antioquia)"
 ]
 }
 ]
}

 The dataset includes 45357 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000496-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j4x6gu
title: Occurrence Download

description: A dataset containing 137 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cryptotis montivaga (Anthony, 1921)"
 ]
}

 The dataset includes 137 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000502-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j7b4y9
title: Occurrence Download

description: A dataset containing 219581 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "TaxonKey is one of (Aponogeton distachyos L.f., Arthurdendyus triangulatus (Dendy, 1895), Cabomba caroliniana A.Gray, Callosciurus finlaysonii (Horsfield, 1823), Cherax destructor Clark, 1936, Corvus splendens Vieillot, 1817, Crassula helmsii (Kirk) Cockayne, Elodea densa (Planch.) Casp., Eriocheir sinensis H.Milne Edwards, 1853, Erythranthe guttata (DC.) G.L.Nesom, Faxonius immunis (Hagen, 1870), Faxonius juvenilis (Hagen, 1870), Faxonius rusticus (Girard, 1852), Faxonius virilis (Hagen, 1870), Gambusia affinis (Baird & Girard, 1853), Heracleum mantegazzianum Sommier & Levier, Heracleum persicum Desf. ex Fisch., C.A.Mey. & Avé-Lall., Heracleum pubescens (Hoffm.) M.Bieb., Houttuynia cordata Thunb., Hydrocotyle ranunculoides L.f., Impatiens glandulifera Royle, Koenigia polystachya (Wall. ex Meisn.) T.M.Schust. & Reveal, Lagarosiphon major (Ridl.) Moss, Lepomis gibbosus (Linnaeus, 1758), Limnoperna fortunei (Dunker, 1857), Ludwigia grandiflora (Michx.) Greuter & Burdet, Ludwigia peploides (Kunth) P.H.Raven, Lysichiton americanus Hultén & H.St.John, Morone americana (Gmelin, 1789), Muntiacus reevesi (Ogilby, 1839), Myriophyllum aquaticum (Vell.) Verdc., Myriophyllum heterophyllum Michx., Pacifastacus leniusculus (Dana, 1852), Petasites japonicus (Siebold & Zucc.) Maxim., Pontederia cordata L., Procambarus acutus (Girard, 1852), Procambarus clarkii (Girard, 1852), Procambarus virginalis Lyko, 2017, Pseudorasbora parva (Temminck & Schlegel, 1846), Pycnonotus cafer (Linnaeus, 1766), Saururus cernuus L., Sciurus carolinensis Gmelin, 1788, Sciurus niger Linnaeus, 1758, Solenopsis invicta Buren, 1972, Solenopsis richteri Forel, 1909, Threskiornis aethiopicus (Latham, 1790), Vespa velutina Lepeletier, 1836, Zizania latifolia (Griseb.) Hance ex F.Muell.)",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 219581 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000466-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2w66sa
title: Occurrence Download

description: A dataset containing 1077267 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Belgium, Germany, Netherlands)",
 "TaxonKey is one of (Ondatra zibethicus (Linnaeus, 1766), Myocastor coypus (Molina, 1782))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1077267 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000465-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26030/gsft-5j76
title: Elevated plus-maze performance of Fischer-344 rats as a function of age and of exposure to 56Fe particles

description: The aging process is characterized by a series of changes in neurochemical functioning and in motor and cognitive performance. In addition to changes in cognitive/behavioral performance, aged rats also show an increase in baseline anxiety measured using the elevated plus maze. Exposure to 56Fe particles, a component of cosmic rays, produces neurochemical and behavioral changes in young animals which are characteristic of aged organisms. The present study was designed to determine the relationships between aging and exposure to 56Fe particles on anxiety. Fischer 344 (F344) rats, which were 2, 7, 12, and 16 months of age at the time of irradiation, were exposed to 56Fe particles (50 to 200 cGy). Concordant with previous results, the oldest rats spent less time exploring the open arms of the maze. Exposure to 56Fe particles also produced decreased exploration of the open arms of the plus maze. The dose needed to produce increased levels of anxiety was a function of age at the time of irradiation. The dose of 56Fe particles needed to produce a decrease in open arm exploration was significantly lower in the rats that were irradiated at 7 and 12 months of age than in the rats irradiated at 2 months of age. These results suggest the possibility that exposing middle aged astronauts to cosmic rays during exploratory class missions outside the magnetosphere, and the resultant effects on exploration induced anxiety, may affect their ability to successfully complete mission requirements. This dataset derives results from the Elevated Plus Maze assay. The data derived from this study are from the behavioral assays Novel Object Recognition and Operant Conditioning (bar press). The original data derived from this study by Rabin et al. was transformed and used as part of a predictive modeling study by Dr. Mora, Dr. Wyrobek, Dr. Ben Brown et al. The study files contain both the original data and the transformed data produced by both research teams. For questions regarding the original study data and methods/assays, please contact the original study investigator and publication author Dr. Bernard Rabin (rabin@umbc.edu). For questions about the predictive modeling data files or how they were generated, please contact Dr. Mora (animora@berkeley.edu).
DOI: 10.15468/dl.gtv7tc
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Kenai National Wildlife Refuge Aquatic Invasive Fish Surveys",
 "OccurrenceStatus is Present",
 "TaxonKey is Oncorhynchus kisutch (Walbaum, 1792)"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000505-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m5t4fd
title: Occurrence Download

description: A dataset containing 45357 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "Geometry POLYGON((-75.98990855005279 5.837373593828275,-75.98990855005279 5.531915011349739,-75.17300677177553 5.531915011349739,-75.17300677177553 5.837373593828275,-75.98990855005279 5.837373593828275))",
 "GadmGid is one of (COL.2.108_2)",
 "StateProvince is one of (antioquia)"
 ]
 }
 ]
}

 The dataset includes 45357 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000504-250117142028555/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/10501334
title: Daftar Pengadilan Indonesia
DOI: 10.15468/dl.bx8ysz
title: Occurrence Download

description: A dataset containing 137 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cryptotis montivaga (Anthony, 1921)"
 ]
}

 The dataset includes 137 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000506-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3c93xa
title: Occurrence Download

description: A dataset containing 5913 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Material sample, Specimen)",
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Corynorhinus townsendii (Cooper, 1837)"
 ]
}

 The dataset includes 5913 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000507-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dh2d8w
title: Occurrence Download

description: A dataset containing 72 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cryptotis montivaga (Anthony, 1921)"
 ]
}

 The dataset includes 72 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000508-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7vgjs6
title: Occurrence Download

description: A dataset containing 1092887 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((-90.38932 38.53895,-90.3245 38.50463,-90.29552 38.50311,-90.28332 38.49853,-90.27265 38.50311,-90.26381 38.51737,-90.23812 38.55378,-90.20028 38.58733,-90.18101 38.61303,-90.17459 38.65371,-90.18315 38.6737,-90.19743 38.69654,-90.18886 38.72224,-90.17958 38.75008,-90.16102 38.77435,-90.13104 38.78791,-90.11962 38.81075,-90.12819 38.82503,-90.15603 38.83003,-90.17102 38.82218,-90.18601 38.81789,-90.21313 38.83146,-90.23954 38.84502,-90.26596 38.85573,-90.27309 38.86929,-90.2838 38.88,-90.29736 38.88928,-90.31521 38.89213,-90.3352 38.88499,-90.34448 38.85787,-90.35804 38.8336,-90.36946 38.82503,-90.39161 38.6602,-90.38932 38.53895))"
 ]
}

 The dataset includes 1092887 records from 272 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000479-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cvh6da
title: Occurrence Download

description: A dataset containing 151770 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Taeniopygia guttata (Vieillot, 1817))",
 "BasisOfRecord is one of (Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1950",
 "OccurrenceStatus is Present",
 "DistanceFromCentroidInMeters is greater than or equal to 2000"
 ]
}

 The dataset includes 151770 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000500-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/wxz74j8bts.1
title: GAN-based data augmentation to improve breast Ultrasound and Mammography Mass Classification

description: Various GAN methods, including Wasserstein GAN with Gradient Penalty (WGAN-GP), Cycle GAN, Conditional GAN, and Spectral Normalization GAN (SNGAN), were tested for data augmentation in breast regions of interest (ROIs) using mammography and ultrasound databases. The study employed real, synthetic, and hybrid ROIs (128x128 pixels) to train a Resnet network for classifying as benign (B) or malignant (M) classes. The quality and diversity of the synthetic data were assessed using several metrics: Fréchet Inception Distance (FID), Kernel Inception Distance (KID), Structural Similarity Index (SSIM), Multi-Scale SSIM (MS-SSIM), Blind Reference Image Spatial Quality Evaluator (BRISQUE), Naturalness Image Quality Evaluator (NIQE), and Perception-based Image Quality Evaluator (PIQE).Results revealed that the SNGAN model (FID=52.89) was most effective for augmenting mammography data, while CGAN (FID=116.03) excelled with ultrasound data. Cycle GAN and WGAN-GP, though demonstrating lower KID values, did not perform better than SNGAN and CGAN. The lower average MS-SSIM values suggested that SNGAN and CGAN produced a high diversity of synthetic images. However, lower SSIM, BRISQUE, NIQE, and PIQE values indicated poor quality in both real and synthetic images. Classification results showed high accuracy without data augmentation in both US (93.1%B/94.9%M) and mammography (80.9%B/76.9%M).
DOI: 10.15468/dl.zfh9z3
title: Occurrence Download

description: A dataset containing 58981 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Anas smithi (E.Hartert, 1891))",
 "BasisOfRecord is one of (Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1950",
 "OccurrenceStatus is Present",
 "DistanceFromCentroidInMeters is greater than or equal to 2000"
 ]
}

 The dataset includes 58981 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000511-250117142028555/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.