cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17013694
title: Dataset and code for "Rheologic controls on the depth distribution of seismicity along the subduction megathrust"

description: The data archive includes the following folders:



Codes written in matlab for reproducing calculations and figures. The inputs and outputs are in the folder "Strength Profiles". Naming convention indicates the margin.

Earthquakes includes the catalog of earthquakes compiled for each margin. Naming convention indicates the margin.

Fluid release provides data of water released during dehydration published in the manuscript.

Slab profiles are the xyz coordinates of the subducting slab top, which was used to create the thermal profiles and identify the base of the seismogenic zone.

Strength profile files inlcude both the inputs (columns A through H) and outputs of the strength profiles produced for different margins using the files in "Codes". Subfolder naming conventions reference the cases in the paper. For margins of different thicknesses and fluid pressures, the file name corresponds to the values of those parameters in Table 1.

Temperature profiles are calculated using the England and May (2021) thermal modes.
DOI: 10.15468/dl.6te29w
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Setaria barbata",
 "Country is Comoros",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014033-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5hkce9
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Setaria barbata",
 "Country is Fiji",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014034-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yfc7r7
title: Occurrence Download

description: A dataset containing 464 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trifolium echinatum echinatum"
 ]
}

 The dataset includes 464 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014035-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5kena7
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hypostomus ericae)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 57 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014036-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e8udpv
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Setaria barbata",
 "Country is Japan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 20 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014037-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/12924758
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.xmgfgn
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Setaria barbata",
 "Country is Madagascar",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014038-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z95s3p
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Setaria barbata",
 "Country is Malaysia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014039-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ahv27k
title: Occurrence Download

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

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014040-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ub4f8r
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Setaria barbata",
 "Country is Samoa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014041-250827131500795/datasets/export for details.
DOI: 10.15468/dl.emnshs
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Setaria barbata",
 "Country is Singapore",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014042-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qjpkc7
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Nannostomus erythrurus)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014044-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vpywgu
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Setaria barbata",
 "Country is Sri Lanka",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014043-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17010418
title: MicroGen3D Dataset: 3D Multiphase Heterogeneous Microstructures for Conditional Latent Diffusion Models

description: MicroGen3D is a dataset of 3D voxelized microstructures designed for training, evaluation, and benchmarking of generative models—especially Conditional Latent Diffusion Models (LDMs). It includes both synthetic (Cahn–Hilliard simulations) and experimental microstructures with multiple phases (two to three). The voxel grids range from 64×64×64 up to 128×128×64.

The dataset contains three categories of microstructures:





Experimental microstructures (64×64×64), voxelized from real-world samples.




2-phase Cahn–Hilliard microstructures (128×128×64), generated from thresholded simulations.




3-phase Cahn–Hilliard microstructures (128×128×64), generated from thresholded simulations.



For each dataset type, pretrained model weights are provided:





vae.pt – Variational Autoencoder




fp.pt – Feature Predictor




ddpm.pt – Denoising Diffusion Probabilistic Model



In addition to the complete datasets, smaller sample subsets are included for testing and demonstration purposes.The dataset is mirrored on Hugging Face, and the accompanying source code is hosted on GitHub.  Preprint can be found here.
DOI: 10.5281/zenodo.17010419
title: MicroGen3D Dataset: 3D Multiphase Heterogeneous Microstructures for Conditional Latent Diffusion Models

description: MicroGen3D is a dataset of 3D voxelized microstructures designed for training, evaluation, and benchmarking of generative models—especially Conditional Latent Diffusion Models (LDMs). It includes both synthetic (Cahn–Hilliard simulations) and experimental microstructures with multiple phases (two to three). The voxel grids range from 64×64×64 up to 128×128×64.

The dataset contains three categories of microstructures:





Experimental microstructures (64×64×64), voxelized from real-world samples.




2-phase Cahn–Hilliard microstructures (128×128×64), generated from thresholded simulations.




3-phase Cahn–Hilliard microstructures (128×128×64), generated from thresholded simulations.



For each dataset type, pretrained model weights are provided:





vae.pt – Variational Autoencoder




fp.pt – Feature Predictor




ddpm.pt – Denoising Diffusion Probabilistic Model



In addition to the complete datasets, smaller sample subsets are included for testing and demonstration purposes.The dataset is mirrored on Hugging Face, and the accompanying source code is hosted on GitHub.  Preprint can be found here.
DOI: 10.15468/dl.dn7q3t
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Verbesina humboldtii"
 ]
}

 The dataset includes 30 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014045-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fkpux8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Setaria barbata",
 "Country is Tonga",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014047-250827131500795/datasets/export for details.
DOI: 10.15468/dl.zc9jwg
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Setaria barbata",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014048-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.653adk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Setaria barbata",
 "Country is Saint Kitts and Nevis",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014046-250827131500795/datasets/export for details.
DOI: 10.15468/dl.deu64e
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Betta bellica)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014049-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mbrs38
title: Occurrence Download

description: A dataset containing 79 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Verbesina helianthoides"
 ]
}

 The dataset includes 79 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014050-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rk9nyq
title: Occurrence Download

description: A dataset containing 1732 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scinax rostratus"
 ]
}

 The dataset includes 1732 records from 158 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014051-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2622vr
title: Occurrence Download

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

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014052-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x8kqxq
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Setaria helvola",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014053-250827131500795/datasets/export for details.
DOI: 10.15468/dl.euys32
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Setaria helvola",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014054-250827131500795/datasets/export for details.
DOI: 10.15468/dl.c96k8v
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Setaria helvola",
 "Country is Burundi",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014055-250827131500795/datasets/export for details.
DOI: 10.15468/dl.g2y67n
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Salmostoma orissaense)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014056-250827131500795/datasets/export for details.
DOI: 10.15468/dl.aubyqc
title: Occurrence Download

description: A dataset containing 177 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dimerostemma grisebachii"
 ]
}

 The dataset includes 177 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014057-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f7q86j
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Setaria helvola",
 "Country is Canada",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014058-250827131500795/datasets/export for details.
DOI: 10.15468/dl.wxgq7m
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Setaria helvola",
 "Country is Chile",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014059-250827131500795/datasets/export for details.
DOI: 10.15468/dl.66xfad
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Setaria helvola",
 "Country is Comoros",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014060-250827131500795/datasets/export for details.
DOI: 10.5281/zenodo.17013783
title: Two tower CNN mismatching vein and blade between species and within developmental series

description: For a matrix of the first four leaves of the developmental series of ten Vitis species, blade and vein swaps between species and across the series are performed. A two tower CNN creates a common embedding space between vein and blade shapes in numerous matched and mismatched leaf series to investigate how developmental constraints in the leaf play out across species and development.
DOI: 10.5281/zenodo.17013782
title: Two tower CNN mismatching vein and blade between species and within developmental series

description: For a matrix of the first four leaves of the developmental series of ten Vitis species, blade and vein swaps between species and across the series are performed. A two tower CNN creates a common embedding space between vein and blade shapes in numerous matched and mismatched leaf series to investigate how developmental constraints in the leaf play out across species and development.
DOI: 10.15468/dl.gtu67n
title: Occurrence Download

description: A dataset containing 895 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dimerostemma arnottii"
 ]
}

 The dataset includes 895 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014062-250827131500795/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.29936837
title: DR-TB, Paraná,Brazil

description: <b>A spatial-temporal distribution of drug-resistant tuberculosis in Paraná, Brazil (2012 - 2023)</b><br>
DOI: 10.6084/m9.figshare.29936837.v2
title: DR-TB, Paraná,Brazil

description: <b>A spatial-temporal distribution of drug-resistant tuberculosis in Paraná, Brazil (2012 - 2023)</b><br>
DOI: 10.6084/m9.figshare.29936837.v1
title: DR-TB, Paraná,Brazil

description: <b>A spatial-temporal distribution of drug-resistant tuberculosis in Paraná, Brazil (2012 - 2023)</b><br>
DOI: 10.15468/dl.n9dgdy
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Setaria helvola",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014065-250827131500795/datasets/export for details.
DOI: 10.15468/dl.54h9ft
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Setaria helvola",
 "Country is Cook Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014063-250827131500795/datasets/export for details.
DOI: 10.15468/dl.dtzmws
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Setaria helvola",
 "Country is Czechia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014064-250827131500795/datasets/export for details.
DOI: 10.15468/dl.7prvjr
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Insectos del páramo de Sumapaz, Cundinamarca - Proyecto Colombia Bio"
 ]
}

 The dataset includes 110 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014066-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.732a9e
title: Occurrence Download

description: A dataset containing 1288 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Verbesina glabrata"
 ]
}

 The dataset includes 1288 records from 118 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014067-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.957ytn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Setaria helvola",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014069-250827131500795/datasets/export for details.
DOI: 10.15468/dl.ampjts
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Setaria helvola",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014070-250827131500795/datasets/export for details.
DOI: 10.15468/dl.mcvb7r
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Setaria helvola",
 "Country is Micronesia (Federated States of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014068-250827131500795/datasets/export for details.
DOI: 10.15468/dl.eefwhf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Viola cucullata"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014072-250827131500795/datasets/export for details.
DOI: 10.57745/vshzx0
title: Explore2_Rapport_diagnostic_hydrologique_VF.pdf

description: :unav
DOI: 10.57745/5jg0ev
title: Rapport Explore2_diagnostic_hydrologique_VF.pdf

description: :unav