cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14241714
title: LGHAP v2: Global annual mean 1-km gap-free AOD grids (2000-2023)

description: A Long-term Gap-free High-resolution Air Pollutants concentration dataset (abbreviated as LGHAP) is of great significance for environmental management and earth system science analysis. In the current release of LGHAP dataset (LGHAP v2), we provide 24-year-long gap free aerosol optical depth (AOD) and near-surface PM2.5 concentrations with daily 1-km resolution covering the global land area from 2000 to 2023. Leveraging an improved big earth data analytic framework with attention-reinforced tensor construction and adaptive background information updating schemes, gap-free AOD grids were firstly derived via an integration of multimodal AODs and air quality measurements acquired from diverse satellites, ground monitors, and numerical models. For better predicting PM2.5 concentration across the globe, a scene-aware ensemble learning graph attention network (SCAGAT) was then developed to account for large modeling bias over regions with limited or even none in situ air quality measurements. These datasets were archived in the NetCDF (nc) format, while data in every year were archived as an individual submission. Python, MATLAB, R, and IDL codes were also provided to help users read and visualize the LGHAP v2 data.
DOI: 10.5281/zenodo.14241715
title: LGHAP v2: Global annual mean 1-km gap-free AOD grids (2000-2023)

description: A Long-term Gap-free High-resolution Air Pollutants concentration dataset (abbreviated as LGHAP) is of great significance for environmental management and earth system science analysis. In the current release of LGHAP dataset (LGHAP v2), we provide 24-year-long gap free aerosol optical depth (AOD) and near-surface PM2.5 concentrations with daily 1-km resolution covering the global land area from 2000 to 2023. Leveraging an improved big earth data analytic framework with attention-reinforced tensor construction and adaptive background information updating schemes, gap-free AOD grids were firstly derived via an integration of multimodal AODs and air quality measurements acquired from diverse satellites, ground monitors, and numerical models. For better predicting PM2.5 concentration across the globe, a scene-aware ensemble learning graph attention network (SCAGAT) was then developed to account for large modeling bias over regions with limited or even none in situ air quality measurements. These datasets were archived in the NetCDF (nc) format, while data in every year were archived as an individual submission. Python, MATLAB, R, and IDL codes were also provided to help users read and visualize the LGHAP v2 data.
DOI: 10.15468/dl.83jdz8
title: Occurrence Download

description: A dataset containing 39552 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alternanthera philoxeroides (Mart.) Griseb."
 ]
}

 The dataset includes 39552 records from 402 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016578-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.24378/exe.643
title: A new method for model-based health economic evaluation utilising and extending moment-generating functions: Example model

description: This Excel workbook provides a reference implementation of the moment-generating functions (MGF) method for health economic modelling, to accompany the article "A new method for model-based health economic evaluation utilising and extending moment-generating functions" by Tristan Snowsill (2019) published in Medical Decision Making.
description: The VBA macros are only used in the workbook for the probabilistic sensitivity analysis and do not need to be enabled unless the user wishes to conduct a new probabilistic sensitivity analysis.
description: The article associated with this dataset is located in ORE at: http://hdl.handle.net/10871/37395
DOI: 10.18150/1a7otk
title: The Influence of Medical Sterilization Process on the Mechanical Properties of Selected Polymeric Biomaterials Obtained by Additive Manufacturing

description: The continuous development of medicine and the persistent and unrelenting demand to produce medical devices that improve patient function, health, and quality of life have long been the primary drivers of the modernization of engineering technologies. This study aimed to investigate the impact of steam sterilization on the selected mechanical properties of four polymeric biomaterials used in medical engineering. The scope of the study included the preparation of samples from MED610, PEEK, PET-G HT100, and RGD720 using Additive manufacturing technology, conducting steam sterilization processes at 121°C and 134°C, and performing mechanical tests such as bending tests and Rockwell hardness tests. The analysis sought to evaluate structural and strength changes in the materials after sterilization at different temperatures and under long-term loading.
DOI: 10.6084/m9.figshare.27281403
title: <b>​Support Data for</b><b> </b><b>Taxonomic Identification of Human Gut Microbiota</b>

description: To better utilize the V3-V4 ASVs database and flexible classification thresholds, we developed the asvtax analysis pipeline. This pipeline allows for classification based on flexible thresholds, significantly enhancing the accuracy of taxonomic identification, particularly for the classification of new ASVs.
DOI: 10.6084/m9.figshare.27281403.v1
title: <b>​Support Data for</b><b> </b><b>Taxonomic Identification of Human Gut Microbiota</b>

description: To better utilize the V3-V4 ASVs database and flexible classification thresholds, we developed the asvtax analysis pipeline. This pipeline allows for classification based on flexible thresholds, significantly enhancing the accuracy of taxonomic identification, particularly for the classification of new ASVs.
DOI: 10.60656/28efeabba383431c
title: Custom collection of classification data from Bucharest between 1 Dec 2019 and 30 Nov 2024
DOI: 10.15468/dl.8an9jz
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Beryx decadactylus Cuvier, 1829",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016580-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.en94uv
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Africa",
 "Country is South Africa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (January, February, March, April, May, June, August, July, October, September, November, December)",
 "TaxonKey is Lantana montevidensis (Spreng.) Briq.",
 "Year 1000-2024"
 ]
}

 The dataset includes 25 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016582-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t2h2dt
title: Occurrence Download

description: A dataset containing 29867 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Colección de Peces de Agua Dulce del Instituto de Investigación de Recursos Biológicos Alexander von Humboldt (IAvH-P)"
 ]
}

 The dataset includes 29867 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016583-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3rurrx
title: Occurrence Download

description: A dataset containing 24329 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Wild bees (Apoidea: Anthophila) of South-West France: more than 10 years of inventories in mosaic landscapes of ZA-PYGAR"
 ]
}

 The dataset includes 24329 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016585-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uskkzn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Araeosoma migratum Anderson, 2013",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016586-241126133413365/datasets/export for details.
DOI: 10.15468/dl.kfcvm4
title: Occurrence Download

description: A dataset containing 739 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stomias boa boa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 739 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016587-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8bpyng
title: Occurrence Download

description: A dataset containing 11615 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is China",
 "GadmGid is CHN.8_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2000-2024"
 ]
}

 The dataset includes 11615 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016588-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mvkx9r
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Epinephelus bruneus Bloch, 1793",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 51 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016591-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hm4xq6
title: Occurrence Download

description: A dataset containing 2645 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Apodemus draco (Barrett-Hamilton, 1900)"
 ]
}

 The dataset includes 2645 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016594-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/vqgw6y
title: Red list of flora and fauna of Dnipropetrovsk region of Ukraine

description: The checklist consists of species of animals and plants that are rare or endangered in the territory of the Dnipropetrovsk region of Ukraine. The checklist was implemented by the decision of the tenth session of the Dnipropetrovsk regional council of the sixth convocation dated December 27, 2011 No. 219-10/VI "On approval of the Red lists of animals and plants of the Dnipropetrovsk region".
DOI: 10.15468/dl.qy8jax
title: Occurrence Download

description: A dataset containing 247 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Liparis tanakae (Gilbert & Burke, 1912)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 247 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016595-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gy9xav
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyclogaster tanakae Gilbert & Burke, 1912",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016597-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.11125300
title: CTMM Data for:  'Sex-specific differences in cytokine signaling pathways in circulating monocytes of cardiovascular disease patients'

description: Data from the publication 'Sex-specific differences in cytokine signaling pathways in circulating monocytes of cardiovascular disease patients' https://doi.org/10.1016/j.atherosclerosis.2023.04.005 

We generated sex-biased gene expression signatures by comparing male versus female monocytes of coronary artery disease (CAD) patients (n = 450) from the Center for Translational Molecular Medicine-Circulating Cells Cohort. 

the data includes 3 dataframes : 

clin_cvd: patient info

geneexprs_hgnc: gene expression after batch correction

GES_cvdmf_HGNC: limma results (male vs female)
DOI: 10.15468/dl.prhk2d
title: Occurrence Download

description: A dataset containing 128 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Decapterus macarellus (Cuvier, 1833)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 128 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016598-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q7fpzg
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Thailand",
 "TaxonKey is Sousa chinensis (Osbeck, 1765)"
 ]
}

 The dataset includes 11 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016599-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f2gqjh
title: Occurrence Download

description: A dataset containing 277 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sudis hyalina Rafinesque, 1810",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 277 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016600-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2h5h7c
title: Occurrence Download

description: A dataset containing 56 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Decapterus muroadsi (Temminck & Schlegel, 1844)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 56 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016601-241126133413365/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.27959454
title: Cornsweet Ilusion

description: We recorded pupils’ responses to Cornsweet stimuli by Lotto and Purves. Pupillary diameters adjusted to the unveridical perceptions (i.e., the subjective impression that surfaces within a scene have different lightness) instead of the objective light intensities present in the stimuli (i.e., surfaces that really have identical luminance). We used an SMI infrared eye tracker. Raw data is in .idf format. Research assistants were inconsistent in coding participants, skipping some numbers in the sequence or doubling others. Total participants was N= 64.
DOI: 10.6084/m9.figshare.27959454.v1
title: Cornsweet Ilusion

description: We recorded pupils’ responses to Cornsweet stimuli by Lotto and Purves. Pupillary diameters adjusted to the unveridical perceptions (i.e., the subjective impression that surfaces within a scene have different lightness) instead of the objective light intensities present in the stimuli (i.e., surfaces that really have identical luminance). We used an SMI infrared eye tracker. Raw data is in .idf format. Research assistants were inconsistent in coding participants, skipping some numbers in the sequence or doubling others. Total participants was N= 64.
DOI: 10.15468/39ss7e
title: Red list of flora and fauna of Odesa region of Ukraine

description: The checklist consists of species of animals and plants that are rare or endangered in the territory of the Odesa region of Ukraine. The checklist was implemented by the decision of the Odesa Regional Council dated February 18, 2011 No. 90-VI "On approval of the List of species of animals and plants subject to special protection in the territory of the Odesa Region, and the Regulations on it".
DOI: 10.15468/dl.qpsvq3
title: Occurrence Download

description: A dataset containing 368 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hexagrammos agrammus (Temminck & Schlegel, 1843)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 368 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016602-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.52hrcz
title: Occurrence Download

description: A dataset containing 161705 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Squalus acanthias Linnaeus, 1758",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 161705 records from 205 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016571-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/qtu357
title: Red list of flora and fauna of Ivano-Frankivsk region of Ukraine

description: The checklist consists of species of animals and plants that are rare or endangered in the territory of the Ivano-Frankivsk region of Ukraine. The checklist was implemented by the decision of the Ivano-Frankivsk Regional Council of April 23, 2021 No. 150-6/2021 "On approval of the list of rare and endangered plant species in the territory of the Ivano-Frankivsk Region".
DOI: 10.15468/dl.gvd6v6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Labrax agrammus Temminck & Schlegel, 1843",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016603-241126133413365/datasets/export for details.
DOI: 10.15468/dl.pzz886
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Africa",
 "Country is South Africa",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (January, February, March, April, May, June, August, July, October, September, November, December)",
 "TaxonKey is Salvia leucantha Cav.",
 "Year 1000-2024"
 ]
}

 The dataset includes 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016604-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25442/hku.27229659.v1
title: Supplementary files for the research "Earth had a thick crust for the first one billion years" by Zuo et al.

description: This study examines whether early Earth had a significant crust by analyzing hafnium isotopic compositions in ancient crustal rocks. The findings suggest that alterations, possibly from metasomatic fluids or melts, affected hafnium records, leading to apparently contradictory interpretations about crust thickness. Through geochemical modeling, the study resolves these discrepancies, supporting the presence of a thick crust during Earth's first billion years.
DOI: 10.15468/bnbgg9
title: Red list of flora and fauna of Lviv region of Ukraine

description: The checklist consists of species of animals and plants that are rare or endangered in the territory of the Lviv region of Ukraine. The checklist was implemented by the decision of the fourteenth session of the Lviv Regional Council of the fifth democratic convocation on June 13, 2007 #342 "On measures to protect rare and endangered species of animals subject to special protection in the territory of Lviv Region" and decision of the Lviv Regional Council of December 2, 2003 No. 193 "On Measures to Protect Rare and Endangered Species of Plants in the Territory of Lviv Region".
DOI: 10.15468/dl.j8y2tj
title: Occurrence Download

description: A dataset containing 217 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Nettastoma parviceps Günther, 1877",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 217 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016606-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tj6z6y
title: Occurrence Download

description: A dataset containing 459 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Symphodus doderleini Jordan, 1890",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 459 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016607-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a2kbk8
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Penaeus semisulcatus De Haan, 1844",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016608-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w38ces
title: Occurrence Download

description: A dataset containing 162 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Penaeus japonicus Spence Bate, 1888",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 162 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016611-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.