cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.27701523.v2
title: Nano particles Raw data for characterization

description: raw data for antioxidant, antimicrobial as well as lc-ms data
DOI: 10.6084/m9.figshare.27701523
title: Nano particles Raw data for characterization

description: raw data for antioxidant, antimicrobial as well as lc-ms data
DOI: 10.6084/m9.figshare.27701523.v1
title: Nano particles Raw data for characterization

description: raw data for antioxidant, antimicrobial as well as lc-ms data
DOI: 10.15468/dl.vtf2gg
title: Occurrence Download

description: A dataset containing 18419 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Portugal, Spain)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC0 1.0, CC-BY 4.0, CC-BY-NC 4.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Oryctolagus cuniculus (Linnaeus, 1758)",
 "Year 2014-2024"
 ]
}

 The dataset includes 18419 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031618-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g3ak7t
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Philippines",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Rhacophorus pardalis Günther, 1858"
 ]
}

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031619-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9p42h3
title: Occurrence Download

description: A dataset containing 53500 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "TaxonKey is Elkalyce comyntas (Godart, 1823)"
 ]
}

 The dataset includes 53500 records from 94 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031620-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b3f374
title: Occurrence Download

description: A dataset containing 118 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cavia tschudii Fitzinger, 1857"
 ]
}

 The dataset includes 118 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031621-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h8r96f
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "TaxonKey is Sanguirana everetti (Boulenger, 1882)"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031622-241107131044228/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.27897366
title: Air temperature in rocky intertidal habitats of Nova Scotia (winter 2013)

description: This file contains the raw temperature data used in this article:Scrosati, R.A. & J.A. Ellrich (2018). Thermal moderation of the intertidal zone by seaweed canopies in winter. <b>Marine Biology</b> 165: article 115. https://doi.org/10.1007/s00227-018-3374-3
DOI: 10.6084/m9.figshare.27897366.v1
title: Air temperature in rocky intertidal habitats of Nova Scotia (winter 2013)

description: This file contains the raw temperature data used in this article:Scrosati, R.A. & J.A. Ellrich (2018). Thermal moderation of the intertidal zone by seaweed canopies in winter. <b>Marine Biology</b> 165: article 115. https://doi.org/10.1007/s00227-018-3374-3
DOI: 10.15468/dl.7akhf2
title: Occurrence Download

description: A dataset containing 9751 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "TaxonKey is Boloria bellona (Fabricius, 1775)"
 ]
}

 The dataset includes 9751 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031623-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3988h5
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Grewia argentea Exell & Mendonça",
 "Continent is Africa"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074047-240626123714530/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.26770774.v3
title: Quality Indicators comparison

description: This paper proposes a predictive approach to consider the impact of feature uncertainty in the feature model based on multi-sources uncertainty in order to perform decision making for dynamic re-configurations in Dynamic Software Product Line (DSPL)
DOI: 10.15468/dl.xt2vz6
title: Occurrence Download

description: A dataset containing 352 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "Geometry POLYGON((108.16657 -21.72792,171.83343 -21.72792,171.83343 3.72792,108.16657 3.72792,108.16657 -21.72792))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Myotis moluccarum (Thomas, 1915)",
 "Year 2004-2024"
 ]
}

 The dataset includes 352 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074048-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p8ma9p
title: Occurrence Download

description: A dataset containing 193 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON (((149.380111 -35.08665, 149.380111 -35.097879, 149.377866 -35.097879, 149.377866 -35.10237, 149.380111 -35.10237, 149.380111 -35.104616, 149.382357 -35.104616, 149.382357 -35.111354, 149.384603 -35.111354, 149.384603 -35.093387, 149.386849 -35.093387, 149.386849 -35.08665, 149.380111 -35.08665)), ((149.382357 -35.111354, 149.380111 -35.111354, 149.380111 -35.106862, 149.377866 -35.106862, 149.377866 -35.104616, 149.373374 -35.104616, 149.373374 -35.111354, 149.37562 -35.111354, 149.37562 -35.113599, 149.377866 -35.113599, 149.377866 -35.122582, 149.380111 -35.122582, 149.380111 -35.127074, 149.382357 -35.127074, 149.382357 -35.111354)), ((149.382357 -35.127074, 149.382357 -35.131566, 149.384603 -35.131566, 149.384603 -35.136057, 149.386849 -35.136057, 149.386849 -35.127074, 149.382357 -35.127074)))"
 ]
}

 The dataset includes 193 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074049-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hrrk3f
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "Geometry POLYGON((44.67576 -13.42031,154.32424 -13.42031,154.32424 30.42031,44.67576 30.42031,44.67576 -13.42031))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Myotis horsfieldii (Temminck, 1840)",
 "Year 2004-2024"
 ]
}

 The dataset includes 29 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074050-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hnv5bw
title: Occurrence Download

description: A dataset containing 134 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Grewia avellana Hiern",
 "Continent is Africa"
 ]
}

 The dataset includes 134 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074051-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5284/1122119
title: Images and GIS from an Archaeological Evaluation at Warminster, Wiltshire, February 2022

description: This digital archive comprises images and GIS data from an archaeological evaluation of land north-west of Warminster, off Westbury Road, Wiltshire, in February 2022, by Cotswold Archaeology. A total of 71 trenches were excavated over five areas.
DOI: 10.15468/dl.tvtb4b
title: Occurrence Download

description: A dataset containing 295 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "MULTIPOLYGON (((149.339687 -35.10237, 149.339687 -35.106862, 149.33295 -35.106862, 149.33295 -35.111354, 149.326212 -35.111354, 149.326212 -35.12932, 149.33295 -35.12932, 149.33295 -35.133811, 149.339687 -35.133811, 149.339687 -35.127074, 149.341933 -35.127074, 149.341933 -35.122582, 149.34867 -35.122582, 149.34867 -35.120337, 149.350916 -35.120337, 149.350916 -35.118091, 149.355408 -35.118091, 149.355408 -35.113599, 149.350916 -35.113599, 149.350916 -35.111354, 149.34867 -35.111354, 149.34867 -35.106862, 149.346424 -35.106862, 149.346424 -35.10237, 149.339687 -35.10237)), ((149.341933 -35.127074, 149.341933 -35.12932, 149.346424 -35.12932, 149.346424 -35.136057, 149.341933 -35.136057, 149.341933 -35.142795, 149.346424 -35.142795, 149.346424 -35.138303, 149.34867 -35.138303, 149.34867 -35.127074, 149.341933 -35.127074)), ((149.34867 -35.138303, 149.34867 -35.14504, 149.350916 -35.14504, 149.350916 -35.142795, 149.357653 -35.142795, 149.357653 -35.138303, 149.34867 -35.138303)))"
 ]
}

 The dataset includes 295 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074052-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w5zsys
title: Occurrence Download

description: A dataset containing 317 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Microcos barombiensis (K.Schum.) Cheek",
 "Continent is Africa"
 ]
}

 The dataset includes 317 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074053-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n49gpz
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "Geometry POLYGON((100.16657 -22.72792,163.83343 -22.72792,163.83343 2.72792,100.16657 2.72792,100.16657 -22.72792))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Murina florium Thomas, 1908",
 "Year 2004-2024"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074054-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13341979
title: Uranium supply chain trade data

description: Global trade data for natural uranium, enriched uranium and depleted uranium from 2013 to 2024. 

Complex network indicator results for natural uranium, enriched uranium, and depleted uranium.
DOI: 10.5281/zenodo.13341993
title: Dataset for PanoSpace-reproducibility

description: These datasets are used to implement the reproducibility of PanoSpace within Visium Breast Cancer (https://github.com/hehuifeng/PanoSpace/blob/main/Visium_Breast_Reproducibility.ipynb).
DOI: 10.5281/zenodo.13341994
title: Dataset for PanoSpace-reproducibility

description: These datasets are used to implement the reproducibility of PanoSpace within Visium Breast Cancer (https://github.com/hehuifeng/PanoSpace/blob/main/Visium_Breast_Reproducibility.ipynb).
DOI: 10.5281/zenodo.13341971
title: QM_137k

description: This dataset, titled "QM_137k.parquet," originates from the supporting information of the publication "Regio-selectivity prediction with a machine-learned reaction representation and on-the-fly quantum mechanical descriptors" by Yanfei Guan et al., MIT. It includes preprocessed quantum mechanical descriptors for 137,000 molecules. The dataset has been modified to include the Conduction Dual Descriptor (CDD), calculated using Hirshfeld charges and Fukui indices. The original dataset is available at Figshare.
DOI: 10.5281/zenodo.13341972
title: QM_137k

description: This dataset, titled "QM_137k.parquet," originates from the supporting information of the publication "Regio-selectivity prediction with a machine-learned reaction representation and on-the-fly quantum mechanical descriptors" by Yanfei Guan et al., MIT. It includes preprocessed quantum mechanical descriptors for 137,000 molecules. The dataset has been modified to include the Conduction Dual Descriptor (CDD), calculated using Hirshfeld charges and Fukui indices. The original dataset is available at Figshare.
DOI: 10.5281/zenodo.13341895
title: SDUST2023BCO: a global seafloor model determined from multi-layer perceptron neural network using multi-source differential marine geodetic data

description: SDUST2023BCO.nc is the global marine bathymetric model covering 80°S~80°N and 0°~360°E on 1′×1′ grids. The dataset contains geospatial information (latitude, longitude), SDUST2023BCO bathymetric model and an attachment data.
DOI: 10.5281/zenodo.10036627
title: Developing and Benchmarking Sulfate and Sulfamate Force Field Parameters for Glycosaminoglycans via Ab Initio Molecular Dynamics Simulations
DOI: 10.15468/dl.h5hexh
title: Occurrence Download

description: A dataset containing 117 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "Geometry POLYGON((56.25904 -28.28427,197.74096 -28.28427,197.74096 28.28427,56.25904 28.28427,56.25904 -28.28427))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hipposideros diadema (É.Geoffroy Saint-Hilaire, 1813)",
 "Year 2004-2024"
 ]
}

 The dataset includes 117 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074056-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cz4bzc
title: Occurrence Download

description: A dataset containing 1689 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is The Danish Ant Hunt"
 ]
}

 The dataset includes 1689 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074057-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13342016
title: Corpus It-Ist_CH
DOI: 10.5281/zenodo.13342017
title: Corpus It-Ist_CH
DOI: 10.5281/zenodo.13342076
title: triprion_petasatus_spades_01.fasta.gz

description: .
DOI: 10.5281/zenodo.13342077
title: triprion_petasatus_spades_01.fasta.gz

description: .
DOI: 10.15468/dl.xye65e
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hipposideros ater Templeton, 1848",
 "Year 2004-2024"
 ]
}

 The dataset includes 11 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0074058-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13341355
title: NextSeq_demultiplex_150_AAC55NMHV.part2 von 3
DOI: 10.5281/zenodo.13341356
title: NextSeq_demultiplex_150_AAC55NMHV.part2 von 3
DOI: 10.5281/zenodo.13340319
title: Surrogate waveform model data for black hole binary systems computed in point-particle black hole perturbation theory

description: This repository contains all publicly available surrogate data for gravitational waveforms produced within the point-particle black hole perturbation theory framework and calibrated to numerical relativity simulations performed with the Spectral Einstein Code (SpEC). 

Several surrogate models are currently available in this catalog:



BHPTNRSur2dq1e3, for aligned spin black hole binary systems with mass-ratios varying from 3 to 1000 and spins from −0.8≤χ1≤0.8 on the larger black hole. This surrogate model is trained on waveform data generated by point-particle black hole perturbation theory (ppBHPT) with calibration to numerical relativity (NR) data. The waveforms include all spin-weighted spherical harmonic modes up to ℓ=4 except the (4,1) and m=0 modes. Model details can be found in Rink et al. 2024. This data file is used to evaluate the surrogate model with either stand-alone Python code hosted by the Black Hole Perturbation Toolkit (Jupyter notebook tutorial) or the GWSurrogate Python package, which can be found on PyPI or conda-forge.

BHPTNRSur1dq1e4, an updated version of the EMRISur1dq1e4 model described below. The updated version includes better calibration to NR, a smoother transition to plunge model, and more harmonic modes. Model details can be found in Islam et al. 2022. This data file is used to evaluate the surrogate model with either stand-alone Python code hosted by the Black Hole Perturbation Toolkit (Jupyter notebook tutorial) or the GWSurrogate Python package, which can be found on PyPI or conda-forge.

EMRISur1dq1e4, for non-spinning black hole binary systems with mass-ratios varying from 3 to 10000. This surrogate model is trained on waveform data generated by point-particle black hole perturbation theory (ppBHPT), with the total mass rescaling parameter tuned to NR simulations. Available modes are [(2,2), (2,1), (3,3), (3,2), (3,1), (4,4), (4,3), (4,2), (5,5), (5,4), (5,3)]. The m<0 modes are deduced from the m>0 modes. Model details can be found in Rifat et al. 2019. This data file is used to evaluate the surrogate model with either stand-alone Python code hosted by the Black Hole Perturbation Toolkit (Jupyter notebook tutorial) or the GWSurrogate Python package (Jupyter notebook tutorial), which can be found on PyPI.
DOI: 10.5281/zenodo.3592427
title: Surrogate waveform model data for black hole binary systems computed in point-particle black hole perturbation theory

description: This repository contains all publicly available surrogate data for gravitational waveforms produced within the point-particle black hole perturbation theory framework and calibrated to numerical relativity simulations performed with the Spectral Einstein Code (SpEC). 

Several surrogate models are currently available in this catalog:



BHPTNRSur2dq1e3, for aligned spin black hole binary systems with mass-ratios varying from 3 to 1000 and spins from −0.8≤χ1≤0.8 on the larger black hole. This surrogate model is trained on waveform data generated by point-particle black hole perturbation theory (ppBHPT) with calibration to numerical relativity (NR) data. The waveforms include all spin-weighted spherical harmonic modes up to ℓ=4 except the (4,1) and m=0 modes. Model details can be found in Rink et al. 2024. This data file is used to evaluate the surrogate model with either stand-alone Python code hosted by the Black Hole Perturbation Toolkit (Jupyter notebook tutorial) or the GWSurrogate Python package, which can be found on PyPI or conda-forge.

BHPTNRSur1dq1e4, an updated version of the EMRISur1dq1e4 model described below. The updated version includes better calibration to NR, a smoother transition to plunge model, and more harmonic modes. Model details can be found in Islam et al. 2022. This data file is used to evaluate the surrogate model with either stand-alone Python code hosted by the Black Hole Perturbation Toolkit (Jupyter notebook tutorial) or the GWSurrogate Python package, which can be found on PyPI or conda-forge.

EMRISur1dq1e4, for non-spinning black hole binary systems with mass-ratios varying from 3 to 10000. This surrogate model is trained on waveform data generated by point-particle black hole perturbation theory (ppBHPT), with the total mass rescaling parameter tuned to NR simulations. Available modes are [(2,2), (2,1), (3,3), (3,2), (3,1), (4,4), (4,3), (4,2), (5,5), (5,4), (5,3)]. The m<0 modes are deduced from the m>0 modes. Model details can be found in Rifat et al. 2019. This data file is used to evaluate the surrogate model with either stand-alone Python code hosted by the Black Hole Perturbation Toolkit (Jupyter notebook tutorial) or the GWSurrogate Python package (Jupyter notebook tutorial), which can be found on PyPI.
DOI: 10.5281/zenodo.7125742
title: Surrogate waveform model data for black hole binary systems computed in point-particle black hole perturbation theory

description: This repository contains all publicly available surrogate data for gravitational waveforms produced within the point-particle black hole perturbation theory framework and calibrated to numerical relativity simulations performed with the Spectral Einstein Code (SpEC). 

Several surrogate models are currently available in this catalog:



BHPTNRSur1dq1e4, an updated version of the EMRISur1dq1e4 model described below. The updated version includes better calibration to NR, a smoother transition to plunge model, and more harmonic modes. Model details can be found in Islam et al. 2022. This data file is used to evaluate the surrogate model with either stand-alone Python code hosted by the Black Hole Perturbation Toolkit (Jupyter notebook tutorial) or the gwsurrogate python package, which can be found on PyPI or conda-forge.

EMRISur1dq1e4, for non-spinning black hole binary systems with mass-ratios varying from 3 to 10000. This surrogate model is trained on waveform data generated by point-particle black hole perturbation theory (ppBHPT), with the total mass rescaling parameter tuned to NR simulations. Available modes are [(2,2), (2,1), (3,3), (3,2), (3,1), (4,4), (4,3), (4,2), (5,5), (5,4), (5,3)]. The m<0 modes are deduced from the m>0 modes. Model details can be found in Rifat et al. 2019. This data file is used to evaluate the surrogate model with either stand-alone Python code hosted by the Black Hole Perturbation Toolkit (Jupyter notebook tutorial) or the gwsurrogate python package (Jupyter notebook tutorial), which can be found on PyPI.