cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17560612
title: OpenDORS: Open Dataset of Openly Referenced Open Research Software

description: In many academic disciplines, software is created during the research process or specifically for the purpose of enabling and improving critical research. The crucial role of software for research is increasingly acknowledged. The application of software engineering to research software has been formalized as research software engineering, to create better software that enables better research. Despite this, large-scale studies of research software and its development are still lacking.

OpenDORS, the Open Dataset of Openly Referenced Open Research Software enables such studies.

OpenDORS contains



134,352 unique open research software projects with referencing publications

134,154 source code repositories

122,425 latest versions in source code repositories with metadata on, e.g.,



license information,

programming languages

descriptive metadata files




Usage



Decompress the dataset archive, e.g., tar -xJvf OpenDORS.v2025-11.tar.xz

Refer to schema.json for the structure of the dataset.


Reproducibility



To reproduce the dataset, extract OpenDORS-construction-workflow.tar.xz and refer to the included README.md.
DOI: 10.15468/dl.c85thr
title: Occurrence Download

description: A dataset containing 157228 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Montenegro",
 "OccurrenceStatus is Present",
 "Year 2010-2025"
 ]
}

 The dataset includes 157228 records from 136 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000093-251120083545085/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.30656042
title: Data - Physicochemical characterization, metabolomics analysis, and microbiota analysis related data of Maillard-reacted fish maw protein fermented <i>in vitro</i> with porcine fecal matter

description: The data contains raw data for physicochemical characterization of the glycated fish maw proteins; metabolomics analysis, SCFAs contents, and microbiota diversity analysis results.
DOI: 10.6084/m9.figshare.30656042.v1
title: Data - Physicochemical characterization, metabolomics analysis, and microbiota analysis related data of Maillard-reacted fish maw protein fermented <i>in vitro</i> with porcine fecal matter

description: The data contains raw data for physicochemical characterization of the glycated fish maw proteins; metabolomics analysis, SCFAs contents, and microbiota diversity analysis results.
DOI: 10.15468/dl.fuv36j
title: Occurrence Download

description: A dataset containing 48889 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "TaxonKey is Phylloscopus inornatus",
 "Year 2024-2025"
 ]
}

 The dataset includes 48889 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000130-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z2ytwd
title: Occurrence Download

description: A dataset containing 1407 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Buxus balearica"
 ]
}

 The dataset includes 1407 records from 135 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000131-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5286/isis.e.rb2510478-1
title: Investigation of spin fluctuations' evolution in newly available low-Tellurium-doped FeSe single crystals

description: Recently, we have grown low-tellurium-doped FeSe single crystals with concentration of Tellurium x ~ 0.15 and 0.33 successfully by the chemical vapor transport method. Our previous inelastic neutron scattering measurements have revealed strong spin fluctuations at the stripe and Néel wave vectors in FeSe, both of which are strongly coupled with nematicity. The nematic transition temperature in FeSe decreases with increasing tellurium concentration, and a nematic critical point is further proposed by transport measurements. Tc exhibits a highly unusual non-monotonic behaviour, reaching a local minimum of about 6 K at the critical tellurium concentration ~ 0.3 and displays two domes riding on the minum at x ~ 0.3. To understand these exotic phenomena, studying Fe(Te,Se) from FeSe side, i.e., with low tellurium dopant level is important. In this experiment, we propose to map out the spin fluctuation spectrum and its interplay with nematicity and superconductivity in FeSe0.67Te0.33 and FeSe0.85Te0.15. The success of the proposed experiment, combined with the previous results, will lead to a comprehensive understanding of the magnetic ground state and its relationship with nematicity and superconductivity in Fe(Te, Se) system and offer important indications on the roles of the stripe and the Néel spin fluctuations in iron chalcogenides.
DOI: 10.5286/isis.e.rb2510478
title: Investigation of spin fluctuations' evolution in newly available low-Tellurium-doped FeSe single crystals

description: Recently, we have grown low-tellurium-doped FeSe single crystals with concentration of Tellurium x ~ 0.15 and 0.33 successfully by the chemical vapor transport method. Our previous inelastic neutron scattering measurements have revealed strong spin fluctuations at the stripe and Néel wave vectors in FeSe, both of which are strongly coupled with nematicity. The nematic transition temperature in FeSe decreases with increasing tellurium concentration, and a nematic critical point is further proposed by transport measurements. Tc exhibits a highly unusual non-monotonic behaviour, reaching a local minimum of about 6 K at the critical tellurium concentration ~ 0.3 and displays two domes riding on the minum at x ~ 0.3. To understand these exotic phenomena, studying Fe(Te,Se) from FeSe side, i.e., with low tellurium dopant level is important. In this experiment, we propose to map out the spin fluctuation spectrum and its interplay with nematicity and superconductivity in FeSe0.67Te0.33 and FeSe0.85Te0.15. The success of the proposed experiment, combined with the previous results, will lead to a comprehensive understanding of the magnetic ground state and its relationship with nematicity and superconductivity in Fe(Te, Se) system and offer important indications on the roles of the stripe and the Néel spin fluctuations in iron chalcogenides.
DOI: 10.5286/isis.e.rb2520406-1
title: Probing the unconventional normal and superconducting states of a heavy d-electron superconductor

description: In unconventional superconductors, the superconductivity often emerges from a normal state with strong electronic correlations, as well being in close proximity to magnetic order or other novel phases. Superconductivity emerging from a ferromagnetic normal state is particularly rare. Recently, evidence has been found for a weakly ferromagnetic normal state in a binary superconductor which has also shown hints of unconventional superconductivity, as well as strong electronic correlations. Therefore, we propose to perform muon-spin relaxation/rotation measurements in both the normal and superconducting states of this material. Measurements in the normal state will be used to probe this weak ferromagnetism, whereby muon-spin relaxation is especially suitable for determining whether the ferromagnetism is homogeneous, or if there is phase separation. These results can also reveal the temperature evolution of the magnetism, as well as information about the dynamics. Transverse field measurements will be used to probe the superconducting state, so as to extract the temperature dependence of the penetration depth, which will be fitted with models for the superconducting gap. Knowledge of the gap structure can provide key evidence as to the nature of the superconducting state and whether or not it is conventional.
DOI: 10.5286/isis.e.rb2520406
title: Probing the unconventional normal and superconducting states of a heavy d-electron superconductor

description: In unconventional superconductors, the superconductivity often emerges from a normal state with strong electronic correlations, as well being in close proximity to magnetic order or other novel phases. Superconductivity emerging from a ferromagnetic normal state is particularly rare. Recently, evidence has been found for a weakly ferromagnetic normal state in a binary superconductor which has also shown hints of unconventional superconductivity, as well as strong electronic correlations. Therefore, we propose to perform muon-spin relaxation/rotation measurements in both the normal and superconducting states of this material. Measurements in the normal state will be used to probe this weak ferromagnetism, whereby muon-spin relaxation is especially suitable for determining whether the ferromagnetism is homogeneous, or if there is phase separation. These results can also reveal the temperature evolution of the magnetism, as well as information about the dynamics. Transverse field measurements will be used to probe the superconducting state, so as to extract the temperature dependence of the penetration depth, which will be fitted with models for the superconducting gap. Knowledge of the gap structure can provide key evidence as to the nature of the superconducting state and whether or not it is conventional.
DOI: 10.5286/isis.e.rb2520312-1
title: MuSR studies on a new non-centrosymmetric superconductor RhGe4 and IrGe4

description: The non-centrosymmetric (NCS) superconductors RhGe4 and IrGe4 show interesting superconducting properties by the specific heat measurement. MuSR experiments are proposed to microscopically study the superfluid density and the time-reversal symmetry of these two samples, and the effect of spin-orbital effect of the superconducting property.
DOI: 10.5286/isis.e.rb2520312
title: MuSR studies on a new non-centrosymmetric superconductor RhGe4 and IrGe4

description: The non-centrosymmetric (NCS) superconductors RhGe4 and IrGe4 show interesting superconducting properties by the specific heat measurement. MuSR experiments are proposed to microscopically study the superfluid density and the time-reversal symmetry of these two samples, and the effect of spin-orbital effect of the superconducting property.
DOI: 10.15468/dl.grp4nk
title: Occurrence Download

description: A dataset containing 341 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Polylepis racemosa"
 ]
}

 The dataset includes 341 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000134-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.acmnre
title: Occurrence Download

description: A dataset containing 625583 species occurrences available in GBIF matching the query:
{
 "and" : [
 "IucnRedListCategory is one of (VU, EN, CR)",
 "OccurrenceStatus is Present",
 "PublishingCountry is France",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 625583 records from 3946 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000115-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p7ckwa
title: Occurrence Download

description: A dataset containing 102 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lagotis brevituba Maxim."
 ]
}

 The dataset includes 102 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006925-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6nt2v8
title: Occurrence Download

description: A dataset containing 1251 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Luzula luzuloides, Luzula albida, Luzula albida)",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "Year is greater than or equal to 2010",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "CoordinateUncertaintyInMeters is less than or equal to 50",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 1251 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001189-260119153935675/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17182/hepdata.159997.v1/t1
title: "limits_Hcc" of "Simultaneous probe of the charm and bottom quark Yukawa couplings using $\mathrm{t\bar{t}}$H events"

description: Upper limits on the signal strength for $\text{H}\to\text{c}\overline{\text{c}}$ decays with respect to the standard model expectation of unity.
description: A search for the standard model Higgs boson decaying to a charm quark-antiquark pair, $\text{H}\to\text{c}\overline{\text{c}}$, produced in association with a top quark-antiquark pair ($\text{t}\overline{\text{t}}\text{H}$) is presented. The search is performed with data from proton-proton collisions at $\sqrt{s}=13$ TeV collected by the CMS experiment, corresponding to an integrated luminosity of 138$\text{fb}^{-1}$. Advanced machine learning techniques are employed for jet flavor identification and event classification. The Higgs boson decay to a bottom quark-antiquark pair is measured simultaneously and the observed $\text{t}\overline{\text{t}}\text{H}(\text{H}\to\text{b}\overline{\text{b}})$ event rate relative to the standard model expectation is $0.91^{+0.26}_{-0.22}$. The observed (expected) upper limit on the product of production cross section and branching fraction $\sigma(\text{t}\overline{\text{t}}\text{H})\mathcal{B}(\text{H}{\to}\text{c}\overline{\text{c}})$ is 0.11 ($0.13^{+0.06}_{-0.04}$) pb at $95\%$ confidence level, corresponding to 7.8 ($8.7^{+4.0}_{-2.6}$) times the standard model prediction. When combined with the previous search for $\text{H}\to\text{c}\overline{\text{c}}$ via associated production with a W or Z boson, the observed (expected) $95\%$ confidence interval on the Higgs-charm Yukawa coupling modifier, $\kappa_\text{C}$, is $|\kappa_\text{C}|&lt;3.5$ ($|\kappa_\text{C}|&lt;2.7$), the most stringent constraint to date.
DOI: 10.17182/hepdata.159997.v1/t2
title: "limits_tHcc" of "Simultaneous probe of the charm and bottom quark Yukawa couplings using $\mathrm{t\bar{t}}$H events"

description: Upper limits on the signal strength for $\text{t}\overline{\text{t}}\text{H}(\text{H}\to\text{c}\overline{\text{c}})$ decays with respect to the standard model expectation of unity.
description: A search for the standard model Higgs boson decaying to a charm quark-antiquark pair, $\text{H}\to\text{c}\overline{\text{c}}$, produced in association with a top quark-antiquark pair ($\text{t}\overline{\text{t}}\text{H}$) is presented. The search is performed with data from proton-proton collisions at $\sqrt{s}=13$ TeV collected by the CMS experiment, corresponding to an integrated luminosity of 138$\text{fb}^{-1}$. Advanced machine learning techniques are employed for jet flavor identification and event classification. The Higgs boson decay to a bottom quark-antiquark pair is measured simultaneously and the observed $\text{t}\overline{\text{t}}\text{H}(\text{H}\to\text{b}\overline{\text{b}})$ event rate relative to the standard model expectation is $0.91^{+0.26}_{-0.22}$. The observed (expected) upper limit on the product of production cross section and branching fraction $\sigma(\text{t}\overline{\text{t}}\text{H})\mathcal{B}(\text{H}{\to}\text{c}\overline{\text{c}})$ is 0.11 ($0.13^{+0.06}_{-0.04}$) pb at $95\%$ confidence level, corresponding to 7.8 ($8.7^{+4.0}_{-2.6}$) times the standard model prediction. When combined with the previous search for $\text{H}\to\text{c}\overline{\text{c}}$ via associated production with a W or Z boson, the observed (expected) $95\%$ confidence interval on the Higgs-charm Yukawa coupling modifier, $\kappa_\text{C}$, is $|\kappa_\text{C}|&lt;3.5$ ($|\kappa_\text{C}|&lt;2.7$), the most stringent constraint to date.
DOI: 10.17182/hepdata.159997.v1/t3
title: "mu_sigma_ttHbb" of "Simultaneous probe of the charm and bottom quark Yukawa couplings using $\mathrm{t\bar{t}}$H events"

description: Signal strength and significance for $\text{t}\overline{\text{t}}\text{H}(\text{H}\to\text{b}\overline{\text{b}})$ decays with respect to the standard model expectation of unity.
description: A search for the standard model Higgs boson decaying to a charm quark-antiquark pair, $\text{H}\to\text{c}\overline{\text{c}}$, produced in association with a top quark-antiquark pair ($\text{t}\overline{\text{t}}\text{H}$) is presented. The search is performed with data from proton-proton collisions at $\sqrt{s}=13$ TeV collected by the CMS experiment, corresponding to an integrated luminosity of 138$\text{fb}^{-1}$. Advanced machine learning techniques are employed for jet flavor identification and event classification. The Higgs boson decay to a bottom quark-antiquark pair is measured simultaneously and the observed $\text{t}\overline{\text{t}}\text{H}(\text{H}\to\text{b}\overline{\text{b}})$ event rate relative to the standard model expectation is $0.91^{+0.26}_{-0.22}$. The observed (expected) upper limit on the product of production cross section and branching fraction $\sigma(\text{t}\overline{\text{t}}\text{H})\mathcal{B}(\text{H}{\to}\text{c}\overline{\text{c}})$ is 0.11 ($0.13^{+0.06}_{-0.04}$) pb at $95\%$ confidence level, corresponding to 7.8 ($8.7^{+4.0}_{-2.6}$) times the standard model prediction. When combined with the previous search for $\text{H}\to\text{c}\overline{\text{c}}$ via associated production with a W or Z boson, the observed (expected) $95\%$ confidence interval on the Higgs-charm Yukawa coupling modifier, $\kappa_\text{C}$, is $|\kappa_\text{C}|&lt;3.5$ ($|\kappa_\text{C}|&lt;2.7$), the most stringent constraint to date.
DOI: 10.17182/hepdata.159997.v1/t4
title: "mu_sigma_ttZbb" of "Simultaneous probe of the charm and bottom quark Yukawa couplings using $\mathrm{t\bar{t}}$H events"

description: Signal strength and significance for $\text{t}\overline{\text{t}}\text{Z}(\text{Z}\to\text{b}\overline{\text{b}})$ decays with respect to the standard model expectation of unity.
description: A search for the standard model Higgs boson decaying to a charm quark-antiquark pair, $\text{H}\to\text{c}\overline{\text{c}}$, produced in association with a top quark-antiquark pair ($\text{t}\overline{\text{t}}\text{H}$) is presented. The search is performed with data from proton-proton collisions at $\sqrt{s}=13$ TeV collected by the CMS experiment, corresponding to an integrated luminosity of 138$\text{fb}^{-1}$. Advanced machine learning techniques are employed for jet flavor identification and event classification. The Higgs boson decay to a bottom quark-antiquark pair is measured simultaneously and the observed $\text{t}\overline{\text{t}}\text{H}(\text{H}\to\text{b}\overline{\text{b}})$ event rate relative to the standard model expectation is $0.91^{+0.26}_{-0.22}$. The observed (expected) upper limit on the product of production cross section and branching fraction $\sigma(\text{t}\overline{\text{t}}\text{H})\mathcal{B}(\text{H}{\to}\text{c}\overline{\text{c}})$ is 0.11 ($0.13^{+0.06}_{-0.04}$) pb at $95\%$ confidence level, corresponding to 7.8 ($8.7^{+4.0}_{-2.6}$) times the standard model prediction. When combined with the previous search for $\text{H}\to\text{c}\overline{\text{c}}$ via associated production with a W or Z boson, the observed (expected) $95\%$ confidence interval on the Higgs-charm Yukawa coupling modifier, $\kappa_\text{C}$, is $|\kappa_\text{C}|&lt;3.5$ ($|\kappa_\text{C}|&lt;2.7$), the most stringent constraint to date.
DOI: 10.17182/hepdata.159997.v1/t5
title: "mu_sigma_ttZcc" of "Simultaneous probe of the charm and bottom quark Yukawa couplings using $\mathrm{t\bar{t}}$H events"

description: Signal strength and significance for $\text{t}\overline{\text{t}}\text{Z}(\text{Z}\to\text{c}\overline{\text{c}})$ decays with respect to the standard model expectation of unity.
description: A search for the standard model Higgs boson decaying to a charm quark-antiquark pair, $\text{H}\to\text{c}\overline{\text{c}}$, produced in association with a top quark-antiquark pair ($\text{t}\overline{\text{t}}\text{H}$) is presented. The search is performed with data from proton-proton collisions at $\sqrt{s}=13$ TeV collected by the CMS experiment, corresponding to an integrated luminosity of 138$\text{fb}^{-1}$. Advanced machine learning techniques are employed for jet flavor identification and event classification. The Higgs boson decay to a bottom quark-antiquark pair is measured simultaneously and the observed $\text{t}\overline{\text{t}}\text{H}(\text{H}\to\text{b}\overline{\text{b}})$ event rate relative to the standard model expectation is $0.91^{+0.26}_{-0.22}$. The observed (expected) upper limit on the product of production cross section and branching fraction $\sigma(\text{t}\overline{\text{t}}\text{H})\mathcal{B}(\text{H}{\to}\text{c}\overline{\text{c}})$ is 0.11 ($0.13^{+0.06}_{-0.04}$) pb at $95\%$ confidence level, corresponding to 7.8 ($8.7^{+4.0}_{-2.6}$) times the standard model prediction. When combined with the previous search for $\text{H}\to\text{c}\overline{\text{c}}$ via associated production with a W or Z boson, the observed (expected) $95\%$ confidence interval on the Higgs-charm Yukawa coupling modifier, $\kappa_\text{C}$, is $|\kappa_\text{C}|&lt;3.5$ ($|\kappa_\text{C}|&lt;2.7$), the most stringent constraint to date.
DOI: 10.17182/hepdata.159997.v1/t6
title: "scan_kappab_vs_kappac" of "Simultaneous probe of the charm and bottom quark Yukawa couplings using $\mathrm{t\bar{t}}$H events"

description: 2D likelihood scans for $\kappa_{b}$ and $\kappa_{c}$ for $\text{t}\overline{\text{t}}\text{H}(\text{H}\to\text{c}\overline{\text{c}})$ and $\text{t}\overline{\text{t}}\text{H}(\text{H}\to\text{b}\overline{\text{b}})$.
description: A search for the standard model Higgs boson decaying to a charm quark-antiquark pair, $\text{H}\to\text{c}\overline{\text{c}}$, produced in association with a top quark-antiquark pair ($\text{t}\overline{\text{t}}\text{H}$) is presented. The search is performed with data from proton-proton collisions at $\sqrt{s}=13$ TeV collected by the CMS experiment, corresponding to an integrated luminosity of 138$\text{fb}^{-1}$. Advanced machine learning techniques are employed for jet flavor identification and event classification. The Higgs boson decay to a bottom quark-antiquark pair is measured simultaneously and the observed $\text{t}\overline{\text{t}}\text{H}(\text{H}\to\text{b}\overline{\text{b}})$ event rate relative to the standard model expectation is $0.91^{+0.26}_{-0.22}$. The observed (expected) upper limit on the product of production cross section and branching fraction $\sigma(\text{t}\overline{\text{t}}\text{H})\mathcal{B}(\text{H}{\to}\text{c}\overline{\text{c}})$ is 0.11 ($0.13^{+0.06}_{-0.04}$) pb at $95\%$ confidence level, corresponding to 7.8 ($8.7^{+4.0}_{-2.6}$) times the standard model prediction. When combined with the previous search for $\text{H}\to\text{c}\overline{\text{c}}$ via associated production with a W or Z boson, the observed (expected) $95\%$ confidence interval on the Higgs-charm Yukawa coupling modifier, $\kappa_\text{C}$, is $|\kappa_\text{C}|&lt;3.5$ ($|\kappa_\text{C}|&lt;2.7$), the most stringent constraint to date.
DOI: 10.57783/tbc1-da40
title: LibreChat