cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.3aetjk
title: Occurrence Download

description: A dataset containing 2807 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Egypt",
 "DatasetKey is NABU|naturgucker",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 2005-2015"
 ]
}

 The dataset includes 2807 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008801-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.amtwnb
title: Occurrence Download

description: A dataset containing 22468 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-90.08687 29.94439,-90.06393 29.94439,-90.06393 29.96658,-90.08687 29.96658,-90.08687 29.94439))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 22468 records from 201 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008802-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ubc4us
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Corvus cecilae"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008805-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bdvmwk
title: Occurrence Download

description: A dataset containing 315 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Corvus macrorhynchus"
 ]
}

 The dataset includes 315 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008806-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kskc4w
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Corvus cyanopogon Wied"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008807-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/tnkx-1473
title: FedBP

description: The CIFAR-10 dataset consists of 60000 32x32 colour images in 10 classes, with 6000 images per class. There are 50000 training images and 10000 test images.The dataset is divided into five training batches and one test batch, each with 10000 images. The test batch contains exactly 1000 randomly-selected images from each class. The training batches contain the remaining images in random order, but some training batches may contain more images from one class than another. Between them, the training batches contain exactly 5000 images from each class.The WISDM dataset is a public dataset for Human Activity Recognition (HAR). It contains sensor data collected from smartphones and smartwatches that are used to recognize many different human activities.Our federated learning robustness experiments on these two datasets.
DOI: 10.15468/dl.mtw9u4
title: Occurrence Download

description: A dataset containing 4573438 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Podilymbus podiceps (Linnaeus, 1758)"
 ]
}

 The dataset includes 4573438 records from 247 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008774-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48670/mds-00343
title: Arctic Ocean - High Resolution Sea Ice Information L3
DOI: 10.1594/pangaea.977811
title: Dissolved major element (Ca, Sr, Mg, K, Li) concentration data of the western Atlantic Ocean meridional section GA02 (GEOTRACES) and Arctic Ocean cruise JR271 (BODC)

description: This dataset presents salinity-normalized dissolved major element (Ca, Mg, K, Sr, Li) concentrations in the western Atlantic Ocean and the Arctic Ocean. Atlantic samples were collected along the western meridional GEOTRACES section GA02 comprised of cruises JR057 (Punta Arenas (Chile) 02-03-2011 to Las Palmas (Spain) 06-04-2011 ), PE321 (Bermuda 11-06-2010 to Fortaleza (Brazil) 08-07-2010), PE319 (Scrabster 28-04-2010 to Bermuda 25-05-2010), and PE358 (Reykjavik (Iceland) 29-07-2012 to Texel (Netherlands) 19-08-2012). Samples for dissolved major ions were sub-sampled from trace metal sample collection stored at the Royal Netherlands Institute for Sea Research (NIOZ). Samples for the Arctic Ocean were collected on BODC cruise JR271 (Immingham 01-06-2012 to Reykjavik 02-07-2012). Samples were analysed for Na, Ca, Mg, K, Li and Sr using a Varian-720 ES ICP-OES. Samples were diluted by a factor of 78-82 in 0.12 M HCl to the same final salinity. Multiple spectral lines were selected for each element, and samples were corrected for instrumental drift by sample-standard bracketing with IAPSO P157 diluted to the same final salinity. Calibration was performed on 7 dilutions of IAPSO P157. Element-to-sodium ratios were calculated for all combinations of spectral lines. Assuming a constant Na-to-salinity (PSU)=35 ratio, the element/Na ratios were multiplied by 0.46847 µmol kg-1 to obtain the salinity (PSU)-normalized element concentration, and by the ratio of practical to absolute salinity (TEOS-10). The TEOS-10 absolute salinities were calculated from EOS-80 values using the Gibb's Oceanographic Toolbox using the R package 'gsw' (v 1.1-1).
DOI: 10.1594/pangaea.979871
title: Radiosonde measurements from station Tateno (2025-02)
DOI: 10.1594/pangaea.979872
title: Meteorological synoptical observations from station Tateno (2025-02)
DOI: 10.1594/pangaea.979873
title: Basic and other measurements of radiation at station Tateno (2025-02)
DOI: 10.6084/m9.figshare.28510313
title: Global low vegetation aboveground biomass change dataset in 2000-2020

description: This dataset describes the annual variation of low-vegetation aboveground biomass worldwide from 2000 to 2020. We used the Forest Cover and Forest Loss datasets to define vegetation areas with canopy cover of &lt;30% and exclude land surface water disturbances as low vegetation areas. We collected more than 4000 measured sampling points around the world, and used Landsat series satellite datasets to construct the model, with a coefficient of determination of 0.58 and a root mean square error of 163.41 g/m². The annual change in biomass is calculated based on the difference between the estimated aboveground biomass of low vegetation. The Spatial resolution of this dataset is 1km.
DOI: 10.6084/m9.figshare.28510313.v5
title: Global low vegetation aboveground biomass change dataset in 2000-2020

description: This dataset describes the annual variation of low-vegetation aboveground biomass worldwide from 2000 to 2020. We used the Forest Cover and Forest Loss datasets to define vegetation areas with canopy cover of &lt;30% and exclude land surface water disturbances as low vegetation areas. We collected more than 4000 measured sampling points around the world, and used Landsat series satellite datasets to construct the model, with a coefficient of determination of 0.58 and a root mean square error of 163.41 g/m². The annual change in biomass is calculated based on the difference between the estimated aboveground biomass of low vegetation. The Spatial resolution of this dataset is 1km.
DOI: 10.15468/dl.zmzetz
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Corvus sylvestris C.L.Brehm"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008810-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.crza7j
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Corvus littoralis C.L.Brehm"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008812-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x6b8h4
title: Occurrence Download

description: A dataset containing 3816 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-119.03611 35.36601,-119.01346 35.36601,-119.01346 35.38505,-119.03611 35.38505,-119.03611 35.36601))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 3816 records from 101 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008811-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cwgc28
title: Occurrence Download

description: A dataset containing 1570 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Corvus minutus Gundlach, 1852"
 ]
}

 The dataset includes 1570 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008813-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m4kvyf
title: Occurrence Download

description: A dataset containing 595503 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is eButterfly Surveys"
 ]
}

 The dataset includes 595503 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008804-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/aj36-1n29
title: FedBP

description: The CIFAR-10 dataset consists of 60000 32x32 colour images in 10 classes, with 6000 images per class. There are 50000 training images and 10000 test images.The dataset is divided into five training batches and one test batch, each with 10000 images. The test batch contains exactly 1000 randomly-selected images from each class. The training batches contain the remaining images in random order, but some training batches may contain more images from one class than another. Between them, the training batches contain exactly 5000 images from each class.The WISDM dataset is a public dataset for Human Activity Recognition (HAR). It contains sensor data collected from smartphones and smartwatches that are used to recognize many different human activities.Our federated learning robustness experiments on these two datasets.
DOI: 10.21227/mqra-cc38
title: FedBP

description: The CIFAR-10 dataset consists of 60000 32x32 colour images in 10 classes, with 6000 images per class. There are 50000 training images and 10000 test images.The dataset is divided into five training batches and one test batch, each with 10000 images. The test batch contains exactly 1000 randomly-selected images from each class. The training batches contain the remaining images in random order, but some training batches may contain more images from one class than another. Between them, the training batches contain exactly 5000 images from each class.The WISDM dataset is a public dataset for Human Activity Recognition (HAR). It contains sensor data collected from smartphones and smartwatches that are used to recognize many different human activities.Our federated learning robustness experiments on these two datasets.
DOI: 10.5281/zenodo.13119965
title: Input catalogue of JASMINE (extended window)

description: This data set contains the sources on the extended window of the Galactic Center Survey (GCS, -3.1<l<3.1 & |b|<1.8) of JASMINE that have Hw apparent magnitudes between 9.5 and 14.5 magnitudes. In total, this table contains 2,772,883 sources.

The table contains also the crossmatch with Gaia as well as the propagated positions and errors 12 years into the future of DR5-like uncertanties (we scaled the DR3 errors following the pygaia scaling relations).

For more details, refer to Ramos et al. 2024 (SPIE proceedings)
DOI: 10.5281/zenodo.13119966
title: Input catalogue of JASMINE (extended window)

description: This data set contains all the sources on the extended window of the Galactic Center Survey (GCS) of JASMINE, and is the result of the merge of 2MASS, VVV and SIRIUS catalogues.

The table contains also the crossmatch with Gaia. 

For more details, refer to Ramos et al. 2024 (SPIE proceedings)
DOI: 10.5281/zenodo.15258770
title: Input catalogue of JASMINE (extended window)

description: This data set contains the sources on the extended window of the Galactic Center Survey (GCS, -3.1<l<3.1 & |b|<1.8) of JASMINE that have Hw apparent magnitudes between 9.5 and 14.5 magnitudes. In total, this table contains 2,772,883 sources.

The table contains also the crossmatch with Gaia as well as the propagated positions and errors 12 years into the future of DR5-like uncertanties (we scaled the DR3 errors following the pygaia scaling relations).

For more details, refer to Ramos et al. 2024 (SPIE proceedings)
DOI: 10.15468/dl.esbrs2
title: Occurrence Download

description: A dataset containing 595503 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is eButterfly Surveys"
 ]
}

 The dataset includes 595503 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008808-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t9pcaj
title: Occurrence Download

description: A dataset containing 2273 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ferocactus latispinus (Haw.) Britton & Rose"
 ]
}

 The dataset includes 2273 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008816-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wtqr2n
title: Occurrence Download

description: A dataset containing 30983 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Linepithema Mayr, 1866"
 ]
}

 The dataset includes 30983 records from 181 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008814-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sy7s7w
title: Occurrence Download

description: A dataset containing 554 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, India, Lao People’s Democratic Republic, Thailand, Myanmar, Nepal)",
 "TaxonKey is Carpodacus erythrinus roseatus (Blyth, 1842)"
 ]
}

 The dataset includes 554 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008815-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t6pdku
title: Occurrence Download

description: A dataset containing 13929 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-121.50188 38.57559,-121.48458 38.57559,-121.48458 38.58784,-121.50188 38.58784,-121.50188 38.57559))",
 "HasCoordinate is true",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 13929 records from 114 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008817-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r4e7rr
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Japan",
 "TaxonKey is Carpodacus ferreorostris (Vigors, 1829)"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008819-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ekrhv5
title: Occurrence Download

description: A dataset containing 2617 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Egypt",
 "DatasetKey is NABU|naturgucker",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year 2015-2025"
 ]
}

 The dataset includes 2617 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008820-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zpmbzq
title: Occurrence Download

description: A dataset containing 31890 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is one of (Antennaria umbrinella Rydb., Antennaria microphylla Rydb., Antennaria rosea Greene, Antennaria anaphaloides Rydb., Antennaria parvifolia Nutt., Antennaria racemosa Hook., Antennaria corymbosa E.E.Nelson, Antennaria media Greene, Antennaria monocephala DC., Antennaria dimorpha (Nutt.) Torr. & A.Gray, Antennaria howellii Greene, Antennaria neglecta Greene)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 31890 records from 253 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008821-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.10961343
title: Supporting data for "Rigidity transition of a highly compressible granular medium"

description: This repertory contains the supporting data for the article "Rigidity transition of a highly compressible granular medium"

Content:- supplementary_videosThe seven supplementary videos associated with the article.- assembly The experimental raw force data and data processed by image analysis of the ring assemblies, for all the parameters explored.- single_ringThe FEM data and processed experimental data for the single ring compression and interactions. - COMSOL Contains the COMSOL files to run the FEM simulations and the associated Neo-Hookean material law. - image_analysisRaw images of the five first cycles for gamma_0=0.40 and \Phi=1.00, with a MATLAB code to process the images and extract the relevant quantities. 

Each category comes with a dedicated README.txt that details its content.
DOI: 10.5281/zenodo.10961344
title: Supporting data for "Rigidity transition of a highly compressible granular medium"

description: This repertory contains the supporting data for the article "Rigidity transition of a highly compressible granular medium"

Content:- supplementary_videosThe seven supplementary videos associated with the article.- assembly The experimental raw force data and data processed by image analysis of the ring assemblies, for all the parameters explored.- single_ringThe FEM data and processed experimental data for the single ring compression and interactions. - COMSOL Contains the COMSOL files to run the FEM simulations and the associated Neo-Hookean material law. - image_analysisRaw images of the five first cycles for gamma_0=0.40 and \Phi=1.00, with a MATLAB code to process the images and extract the relevant quantities. 

Each category comes with a dedicated README.txt that details its content.
DOI: 10.15468/dl.hmjzac
title: Occurrence Download

description: A dataset containing 18652 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.countrycode = 'LA'
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (occurrence."year" &gt;= 2000 AND occurrence."year" &lt;= 2024)
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year"

 The dataset's 18652 records were derived from 302 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008818-250415084134356/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.28831256
title: Comparative analysis of clinical characteristics between ovarian cancer and ovarian cyst patients

description: We collected preoperative CA125, HE4 data, and other clinical characteristics from 192 Chinese patients with ovarian cysts and 188 patients with ovarian cancer, including family history, reproductive history, age at menarche, and menopausal status, as well as postoperative pathological staging information for ovarian cancer patients. This study aims to integrate serum biomarkers with clinical features to construct efficient diagnostic prediction models and staging prediction algorithms for ovarian cancer. This multidimensional prediction model has the potential to improve early diagnosis rates of ovarian cancer, optimize treatment decision-making processes, reduce unnecessary surgical interventions, and provide scientific basis for individualized treatment plans, ultimately improving patient prognosis and quality of life. The findings of this research have significant clinical translational value for developing ovarian cancer screening strategies in resource-limited regions.Study period:2024Institution: Laboratory of Molecular Translational Medicine, Center for Translational Medicine, Key Laboratory of Birth Defects and Related Diseases of Women and Children (Sichuan University), Ministry of Education, West China Second University Hospital, Sichuan University