cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.13381985
title: A multimodal and fully automated system for prediction of pathological complete response to neoadjuvant chemotherapy in breast cancer
DOI: 10.6084/m9.figshare.26869819
title: Dataset for experimental validation of a dynamic pore-network model for spontaneous imbibition in sandstones rocks

description: The dataset includes:<br><br>1. CT data.raw: Micro-CT scans of cylindrical mini-plugs of Nubian, Bentheimer, and Upper berea sandstones, with voxel resolutions of 4, 3, and 2 microns, respectively. The dimensions of the voxels along the x, y and z directions are 900, 900 and 900.<br>2. pore.xlsx: the experimental data on the spontaneous imbibition of water into dry Nubian, Bentheimer, and Upper berea sandstones.<br>3. case_studies.rar: results from dynamic pore-network models of Nubian, Bentheimer, and Upper berea.Within each folder, the subfolder M_55.9 contains pore-scale results with a viscosity ratio of 55.9; M_1.0 contains pore-scale results with a viscosity ratio of 1.0; and M_0.1 contains pore-scale results with a viscosity ratio of 0.1. The viscosity ratio represents the ratio of wetting viscosity to nonwetting viscosity, with the wetting phase maintained as water.
DOI: 10.6084/m9.figshare.26869819.v2
title: Dataset for experimental validation of a dynamic pore-network model for spontaneous imbibition in sandstones rocks

description: The dataset includes:<br><br>1. CT data.raw: Micro-CT scans of cylindrical mini-plugs of Nubian, Bentheimer, and Upper berea sandstones, with voxel resolutions of 4, 3, and 2 microns, respectively. The dimensions of the voxels along the x, y and z directions are 900, 900 and 900.<br>2. pore.xlsx: the experimental data on the spontaneous imbibition of water into dry Nubian, Bentheimer, and Upper berea sandstones.<br>3. case_studies.rar: results from dynamic pore-network models of Nubian, Bentheimer, and Upper berea.Within each folder, the subfolder M_55.9 contains pore-scale results with a viscosity ratio of 55.9; M_1.0 contains pore-scale results with a viscosity ratio of 1.0; and M_0.1 contains pore-scale results with a viscosity ratio of 0.1. The viscosity ratio represents the ratio of wetting viscosity to nonwetting viscosity, with the wetting phase maintained as water.
DOI: 10.6084/m9.figshare.26869819.v1
title: case studies

description: results from dynamic pore-network models of Nubian, Bentheimer, and Upper berea.Within each folder, the subfolder M_55.9 contains pore-scale results with a viscosity ratio of 55.9; M_1.0 contains pore-scale results with a viscosity ratio of 1.0; and M_0.1 contains pore-scale results with a viscosity ratio of 0.1. The viscosity ratio represents the ratio of wetting viscosity to nonwetting viscosity, with the wetting phase maintained as water.
DOI: 10.15468/dl.aee55a
title: Occurrence Download

description: A dataset containing 2670 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Trachemys scripta elegans (Wied, 1838))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1900",
 "BasisOfRecord is one of (Human Observation)",
 "Country is one of (France)",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than or equal to 20000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 2670 records from 255 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0109061-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13534781
title: EUHFORIA modeling result of SERPENTINE event SEP-C25-0018

description: This dataset constitutes the output from the heliospheric magnetohydrodynamic simulation model EUHFORIA related to the SERPENTINE event SEP-C25-0018. The model includes the event CME-0018a. The three-dimensional simulation output is provided at 4-hour cadence. If you use this data, please cite the following publication:



Pomoell, J. and Poedts, S.; J. Space Weather Space Clim. (2018), 8, A35 (doi: 10.1051/swsc/2018020)
DOI: 10.5281/zenodo.13534782
title: EUHFORIA modeling result of SERPENTINE event SEP-C25-0018

description: This dataset constitutes the output from the heliospheric magnetohydrodynamic simulation model EUHFORIA related to the SERPENTINE event SEP-C25-0018. The model includes the event CME-0018a. The three-dimensional simulation output is provided at 4-hour cadence. If you use this data, please cite the following publication:



Pomoell, J. and Poedts, S.; J. Space Weather Space Clim. (2018), 8, A35 (doi: 10.1051/swsc/2018020)
DOI: 10.5281/zenodo.13529547
title: EUHFORIA modeling result of SERPENTINE event SEP-C25-0013

description: This dataset constitutes the output from the heliospheric magnetohydrodynamic simulation model EUHFORIA related to the SERPENTINE event SEP-C25-0013. The model includes the event CME-0013a. The three-dimensional simulation output is provided at 4-hour cadence. If you use this data, please cite the following publication:



Pomoell, J. and Poedts, S.; J. Space Weather Space Clim. (2018), 8, A35 (doi: 10.1051/swsc/2018020)
DOI: 10.5281/zenodo.13529548
title: EUHFORIA modeling result of SERPENTINE event SEP-C25-0013

description: This dataset constitutes the output from the heliospheric magnetohydrodynamic simulation model EUHFORIA related to the SERPENTINE event SEP-C25-0013. The model includes the event CME-0013a. The three-dimensional simulation output is provided at 4-hour cadence. If you use this data, please cite the following publication:



Pomoell, J. and Poedts, S.; J. Space Weather Space Clim. (2018), 8, A35 (doi: 10.1051/swsc/2018020)
DOI: 10.5281/zenodo.13539167
title: EUHFORIA modeling result of SERPENTINE event SEP-C25-0024

description: This dataset constitutes the output from the heliospheric magnetohydrodynamic simulation model EUHFORIA related to the SERPENTINE event SEP-C25-0024. The model includes the following CME events: CME-0024a, CME-0024b, CME-0025d and CME-0026a. The simulation has been split into three records, please see also the other two for the complete simulation. The three-dimensional simulation output is provided at 4-hour cadence. If you use this data, please cite the following publication:



Pomoell, J. and Poedts, S.; J. Space Weather Space Clim. (2018), 8, A35 (doi: 10.1051/swsc/2018020)
DOI: 10.5281/zenodo.13539168
title: EUHFORIA modeling result of SERPENTINE event SEP-C25-0024

description: This dataset constitutes the output from the heliospheric magnetohydrodynamic simulation model EUHFORIA related to the SERPENTINE event SEP-C25-0024. The model includes the following CME events: CME-0024a, CME-0024b, CME-0025d and CME-0026a. The simulation has been split into three records, please see also the other two for the complete simulation. The three-dimensional simulation output is provided at 4-hour cadence. If you use this data, please cite the following publication:



Pomoell, J. and Poedts, S.; J. Space Weather Space Clim. (2018), 8, A35 (doi: 10.1051/swsc/2018020)
DOI: 10.5281/zenodo.13541264
title: EUHFORIA modeling result of SERPENTINE event SEP-C25-0025

description: This dataset constitutes the output from the heliospheric magnetohydrodynamic simulation model EUHFORIA related to the SERPENTINE event SEP-C25-0025. The model includes the following CME events: CME-0024a, CME-0024b, CME-0025d and CME-0026a. The simulation has been split into three records, please see also the other two for the complete simulation. The three-dimensional simulation output is provided at 4-hour cadence. If you use this data, please cite the following publication:



Pomoell, J. and Poedts, S.; J. Space Weather Space Clim. (2018), 8, A35 (doi: 10.1051/swsc/2018020)
DOI: 10.5281/zenodo.13541265
title: EUHFORIA modeling result of SERPENTINE event SEP-C25-0025

description: This dataset constitutes the output from the heliospheric magnetohydrodynamic simulation model EUHFORIA related to the SERPENTINE event SEP-C25-0025. The model includes the following CME events: CME-0024a, CME-0024b, CME-0025d and CME-0026a. The simulation has been split into three records, please see also the other two for the complete simulation. The three-dimensional simulation output is provided at 4-hour cadence. If you use this data, please cite the following publication:



Pomoell, J. and Poedts, S.; J. Space Weather Space Clim. (2018), 8, A35 (doi: 10.1051/swsc/2018020)
DOI: 10.5281/zenodo.13532709
title: EUHFORIA modeling result of SERPENTINE event SEP-C25-0016

description: This dataset constitutes the output from the heliospheric magnetohydrodynamic simulation model EUHFORIA related to the SERPENTINE event SEP-C25-0016. The model includes the event CME-0016a. The three-dimensional simulation output is provided at 4-hour cadence. If you use this data, please cite the following publication:



Pomoell, J. and Poedts, S.; J. Space Weather Space Clim. (2018), 8, A35 (doi: 10.1051/swsc/2018020)
DOI: 10.5281/zenodo.13532710
title: EUHFORIA modeling result of SERPENTINE event SEP-C25-0016

description: This dataset constitutes the output from the heliospheric magnetohydrodynamic simulation model EUHFORIA related to the SERPENTINE event SEP-C25-0016. The model includes the event CME-0016a. The three-dimensional simulation output is provided at 4-hour cadence. If you use this data, please cite the following publication:



Pomoell, J. and Poedts, S.; J. Space Weather Space Clim. (2018), 8, A35 (doi: 10.1051/swsc/2018020)
DOI: 10.5281/zenodo.13541691
title: EUHFORIA modeling result of SERPENTINE event SEP-C25-0026

description: This dataset constitutes the output from the heliospheric magnetohydrodynamic simulation model EUHFORIA related to the SERPENTINE event SEP-C25-0026. The model includes the following CME events: CME-0024a, CME-0024b, CME-0025d and CME-0026a. The simulation has been split into three records, please see also the other two for the complete simulation. The three-dimensional simulation output is provided at 4-hour cadence. If you use this data, please cite the following publication:



Pomoell, J. and Poedts, S.; J. Space Weather Space Clim. (2018), 8, A35 (doi: 10.1051/swsc/2018020)
DOI: 10.5281/zenodo.13541692
title: EUHFORIA modeling result of SERPENTINE event SEP-C25-0026

description: This dataset constitutes the output from the heliospheric magnetohydrodynamic simulation model EUHFORIA related to the SERPENTINE event SEP-C25-0026. The model includes the following CME events: CME-0024a, CME-0024b, CME-0025d and CME-0026a. The simulation has been split into three records, please see also the other two for the complete simulation. The three-dimensional simulation output is provided at 4-hour cadence. If you use this data, please cite the following publication:



Pomoell, J. and Poedts, S.; J. Space Weather Space Clim. (2018), 8, A35 (doi: 10.1051/swsc/2018020)
DOI: 10.5281/zenodo.13542611
title: EUHFORIA flux-rope modeling result of SERPENTINE event SEP-C25-0021

description: This dataset constitutes the output from the heliospheric magnetohydrodynamic simulation model EUHFORIA related to the SERPENTINE event SEP-C25-0021. The model includes the event CME-0021b modeled using a flux-rope CME model. Please also see the associated record using the cone-model run for the same event. The three-dimensional simulation output is provided at 4-hour cadence. If you use this data, please cite the following publication:



Pomoell, J. and Poedts, S.; J. Space Weather Space Clim. (2018), 8, A35 (doi: 10.1051/swsc/2018020)
DOI: 10.5281/zenodo.13542612
title: EUHFORIA flux-rope modeling result of SERPENTINE event SEP-C25-0021

description: This dataset constitutes the output from the heliospheric magnetohydrodynamic simulation model EUHFORIA related to the SERPENTINE event SEP-C25-0021. The model includes the event CME-0021b modeled using a flux-rope CME model. Please also see the associated record using the cone-model run for the same event. The three-dimensional simulation output is provided at 4-hour cadence. If you use this data, please cite the following publication:



Pomoell, J. and Poedts, S.; J. Space Weather Space Clim. (2018), 8, A35 (doi: 10.1051/swsc/2018020)
DOI: 10.5281/zenodo.13581036
title: EUHFORIA modeling result of SERPENTINE event SEP-C25-0015

description: This dataset constitutes the output from the heliospheric magnetohydrodynamic simulation model EUHFORIA related to the SERPENTINE event SEP-C25-0015. The model includes the event CME-0015b. The three-dimensional simulation output is provided at 4-hour cadence. If you use this data, please cite the following publication:



Pomoell, J. and Poedts, S.; J. Space Weather Space Clim. (2018), 8, A35 (doi: 10.1051/swsc/2018020)
DOI: 10.5281/zenodo.13581037
title: EUHFORIA modeling result of SERPENTINE event SEP-C25-0015

description: This dataset constitutes the output from the heliospheric magnetohydrodynamic simulation model EUHFORIA related to the SERPENTINE event SEP-C25-0015. The model includes the event CME-0015b. The three-dimensional simulation output is provided at 4-hour cadence. If you use this data, please cite the following publication:



Pomoell, J. and Poedts, S.; J. Space Weather Space Clim. (2018), 8, A35 (doi: 10.1051/swsc/2018020)
DOI: 10.5281/zenodo.13257450
title: CMIP6 SSP2-4.5 Aviation emissions with corrected geographical distribution after Thor et al., 2023

description: The files contain the CMIP6 SSP2-4.5 emissions for the aviation sector with corrected geographical distribution, as described by Thor et al. 2023.

1) cos²(lat)2) a factor (uncorrected emissions / corrected emissions) to yield the same global total emissions in the corrected files. This corresponds to the 1.912 factor as described by Thor et al. 2023.

The fix has been performed for:BC, NOX, NMVOC, NH3, CO2, VOC, SO2, CO and OC

Thor, R. N., Mertens, M., Matthes, S., Righi, M., Hendricks, J., Brinkop, S., Graf, P., Grewe, V., Jöckel, P., and Smith, S.: An inconsistency in aviation emissions between CMIP5 and CMIP6 and the implications for short-lived species and their radiative forcing, Geosci. Model Dev., 16, 1459–1466, https://doi.org/10.5194/gmd-16-1459-2023, 2023.
DOI: 10.5281/zenodo.13257451
title: CMIP6 SSP2-4.5 Aviation emissions with corrected geographical distribution after Thor et al., 2023

description: The files contain the CMIP6 SSP2-4.5 emissions for the aviation sector with corrected geographical distribution, as described by Thor et al. 2023.

1) cos²(lat)2) a factor (uncorrected emissions / corrected emissions) to yield the same global total emissions in the corrected files. This corresponds to the 1.912 factor as described by Thor et al. 2023.

The fix has been performed for:BC, NOX, NMVOC, NH3, CO2, VOC, SO2, CO and OC

Thor, R. N., Mertens, M., Matthes, S., Righi, M., Hendricks, J., Brinkop, S., Graf, P., Grewe, V., Jöckel, P., and Smith, S.: An inconsistency in aviation emissions between CMIP5 and CMIP6 and the implications for short-lived species and their radiative forcing, Geosci. Model Dev., 16, 1459–1466, https://doi.org/10.5194/gmd-16-1459-2023, 2023.
DOI: 10.15468/dl.3sap9k
title: Occurrence Download

description: A dataset containing 310328 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Curruca melanocephala (J.F.Gmelin, 1789)",
 "Year 2019-2024"
 ]
}

 The dataset includes 310328 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0109016-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hezwz3
title: Occurrence Download

description: A dataset containing 937 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Réunion",
 "DatasetKey is AntWeb",
 "Geometry POLYGON((54.33959 -21.73360,56.87291 -21.73360,56.87291 -20.72071,54.33959 -20.72071,54.33959 -21.73360))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 937 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0109063-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q5nwz6
title: Occurrence Download

description: A dataset containing 2540 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cynomys mexicanus Merriam, 1892"
 ]
}

 The dataset includes 2540 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0109065-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13578077
title: Toronto Emergency Response - Open Data

description: This upload contains data and documentation for the Python analysis undertaken in Google Colab as part of Episode 1 of the webinar series, conducted by Sambodhi's Center for Health Systems Research and Implementation (CHSRI). You can find the link to the Google Colab notebook here.

All the data uploaded here is open data published by the Toronto Police Public Safety Data Portal and the Ontario Ministry of Health.
DOI: 10.5281/zenodo.13578078
title: Toronto Emergency Response - Open Data

description: This upload contains data and documentation for the Python analysis undertaken in Google Colab as part of Episode 1 of the webinar series, conducted by Sambodhi's Center for Health Systems Research and Implementation (CHSRI). You can find the link to the Google Colab notebook here.

All the data uploaded here is open data published by the Toronto Police Public Safety Data Portal and the Ontario Ministry of Health.
DOI: 10.25825/fk2/x4ebzm/lnh6h6
title: ASSM_Databases_Summary_Tables_DEC2023.tab

description: :unav
DOI: 10.25825/fk2/x4ebzm/rdanot
title: ASSM_LIB_DEC2023.xlsx

description: :unav
DOI: 10.15468/dl.98h3a6
title: Occurrence Download

description: A dataset listing the 177 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acmella Rich. ex Pers."
 ]
}

 The dataset's 177 records were derived from 586 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0109006-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17909/escv-3665
title: Data from Stellar Observations
DOI: 10.15468/dl.6bcpak
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "Geometry POLYGON((27.90307 -26.17386,27.90176 -26.17697,27.90228 -26.17937,27.90344 -26.18063,27.90465 -26.18136,27.90787 -26.18183,27.91109 -26.1804,27.91117 -26.17819,27.90818 -26.17631,27.90601 -26.17462,27.90307 -26.17386))",
 "OccurrenceStatus is Present",
 "Year 2024-2024"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0109067-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vszqhf
title: Occurrence Download

description: A dataset containing 18440 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Dryobates minor (Linnaeus, 1758)",
 "Year 2019-2024"
 ]
}

 The dataset includes 18440 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0109068-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13375315
title: A mechanical qubit

description: This is a repository of all files related to the publication "A mechanical qubit" by Yu Yang, Igor Kladarić, Maxwell Drimmer, Uwe von Lüpke, Daan Lenterman, Joost Bus, Stefano Marti, Matteo Fadel and Yiwen Chu.

The repository contains a folder data_analysis which contains all python scripts used for data analysis and plotting the figures presented in the publication.The final data analysis is executed and figures ploted in Mecha_qubit_plotting.ipynb

The repository also contains a file phonon_qubit.ipynb which contains the code for all simulations presented in the publication.phonon_qubit.ipynb requires dependencies of a repository located on a ETH version control system. Read access can be obtained as follows:

 Link to repository: https://gitlab.ethz.ch/yangyuethz/hyqu_simulato

    The repository can be accessed in the following manner:

    "Use a project access token to authenticate:

    -With the GitLab API.

    -With Git, when using HTTP Basic Authentication, use:

        Any non-blank value as a username.

        The project access token as the password.

    The project access token for this repository is:

        67UpFZHSicoBsyRiHQRY
DOI: 10.5281/zenodo.13375316
title: A mechanical qubit

description: This is a repository of all files related to the publication "A mechanical qubit" by Yu Yang, Igor Kladarić, Maxwell Drimmer, Uwe von Lüpke, Daan Lenterman, Joost Bus, Stefano Marti, Matteo Fadel and Yiwen Chu.

The repository contains a folder data_analysis which contains all python scripts used for data analysis and plotting the figures presented in the publication.The final data analysis is executed and figures ploted in Mecha_qubit_plotting.ipynb

The repository also contains a file phonon_qubit.ipynb which contains the code for all simulations presented in the publication.phonon_qubit.ipynb requires dependencies of a repository located on a ETH version control system. Read access can be obtained as follows:

 Link to repository: https://gitlab.ethz.ch/yangyuethz/hyqu_simulato

    The repository can be accessed in the following manner:

    "Use a project access token to authenticate:

    -With the GitLab API.

    -With Git, when using HTTP Basic Authentication, use:

        Any non-blank value as a username.

        The project access token as the password.

    The project access token for this repository is:

        67UpFZHSicoBsyRiHQRY
DOI: 10.5281/zenodo.13580315
title: Fourier-neural-networks

description: This library contains the data set used in the article ' Fast geophysical forward modeling simulation using transfer learning in the Electromagnetic method ' and the code of the Fourier neural network. The Fourier Neural Operator for 2D problems such as the Darcy Flow is discussed in Section 5.2 in the [paper](https://arxiv.org/pdf/2010.08895.pdf). And the original code can be downloaded from neuraloperator/neuraloperator: Learning in infinite dimension with neural operators. (github.com).
DOI: 10.5281/zenodo.13580317
title: Fourier-neural-networks

description: This library contains the data set used in the article ' Fast geophysical forward modeling simulation using transfer learning in the Electromagnetic method ' and the code of the Fourier neural network. The Fourier Neural Operator for 2D problems such as the Darcy Flow is discussed in Section 5.2 in the [paper](https://arxiv.org/pdf/2010.08895.pdf). And the original code can be downloaded from neuraloperator/neuraloperator: Learning in infinite dimension with neural operators. (github.com).
DOI: 10.15468/dl.wdges3
title: Occurrence Download

description: A dataset containing 2805 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "TaxonKey is Microhierax erythrogenys (Vigors, 1831)"
 ]
}

 The dataset includes 2805 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0109069-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.