cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15856726
title: SKG-IF compliant OpenAIRE Dataset for SciLake transport (CCAM) pilot

description: This dataset is related to the part of the OpenAIRE Graph relevant for the transport (CCAM) pilot. The model of the dataset is compliant with the SKG-IF specification version 1.0.1. The data are from the OpenAIRE graph released on 2025-06-24
description: This dataset is related to the OpenAIRE Graph produced on June 24 2025. There is no corresponding OpenAIRE dataset released.
DOI: 10.5281/zenodo.17084841
title: SKG-IF compliant OpenAIRE Dataset for SciLake transport (CCAM) pilot

description: This dataset is related to the part of the OpenAIRE Graph relevant for the transport (CCAM) pilot. The model of the dataset is compliant with the SKG-IF specification version 1.0.1. The data are from the OpenAIRE graph released on 2025-06-24
description: This dataset is related to the OpenAIRE Graph produced on June 24 2025. There is no corresponding OpenAIRE dataset released.
DOI: 10.5281/zenodo.17084863
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250909k Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250909k Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.17084864
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250909k Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250909k Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.17084762
title: Total and incremental local strains and initial porosity map of SML8037a

description: This data is the result of the Digital Volume Correlation performed on an 8 mm in diameter sample of the Saint-Maximin Limestone. Strains were obtaind with Paraview, after having calculated the displacement field with the in-house developed code CMV3D (Bornert et al. 2004).

This sample was tested in situ at 10.5 MPa of confining pressure. Mechanical information related to each vtk file can be looked up in the Excel file under the sheetname propre. The Excel file also contains total porosity calculations for each step. Initial porosity can be found in 37a_199.vtk
DOI: 10.5281/zenodo.17084763
title: Total and incremental local strains and initial porosity map of SML8037a

description: This data is the result of the Digital Volume Correlation performed on an 8 mm in diameter sample of the Saint-Maximin Limestone. Strains were obtaind with Paraview, after having calculated the displacement field with the in-house developed code CMV3D (Bornert et al. 2004).

This sample was tested in situ at 10.5 MPa of confining pressure. Mechanical information related to each vtk file can be looked up in the Excel file under the sheetname propre. The Excel file also contains total porosity calculations for each step. Initial porosity can be found in 37a_199.vtk
DOI: 10.15468/dl.3cy52x
title: Occurrence Download

description: A dataset containing 8235 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acer pseudosieboldianum"
 ]
}

 The dataset includes 8235 records from 130 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045183-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e85rzd
title: Occurrence Download

description: A dataset containing 73878 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Hong Kong, Macao, Chinese Taipei)",
 "HasCoordinate is true",
 "Year is greater than or equal to 1990",
 "Year is less than or equal to 1990"
 ]
}

 The dataset includes 73878 records from 164 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045147-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bkgnct
title: Occurrence Download

description: A dataset listing the 2111 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "TaxonKey is Mammalia"
 ]
}

 The dataset's 2111 records were derived from 198 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045162-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/q4y7ye
title: Collection for bulk- and project material at the Natural History Museum in Oslo, Norway

description: The collection consists of project material from finished projects, or other material that is considered valuable enough to be conserved and kept by NHM for the future, but not necessarily curated to individual object level. It can contain all types of samples and organisms/minerals.
DOI: 10.15468/dl.6yjxuw
title: Occurrence Download

description: A dataset containing 132 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Anadoras grypus)",
 "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 132 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045184-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.4121/c60c22a8-15a8-40cc-b2f2-4bd4a936cb96
title: Data underlying the publication: What Affects Learned Equivariance in Deep Image Recognition Models?

description: LaTeX source files for the CVPR workshop article and thesis chapter "What Affects Learned Equivariance in Deep Image Recognition Models?". This article investigates how to measure learned equivariance in vision models, and which design choices affect learned equivariance.
DOI: 10.4121/c60c22a8-15a8-40cc-b2f2-4bd4a936cb96.v1
title: Data underlying the publication: What Affects Learned Equivariance in Deep Image Recognition Models?

description: LaTeX source files for the CVPR workshop article and thesis chapter "What Affects Learned Equivariance in Deep Image Recognition Models?". This article investigates how to measure learned equivariance in vision models, and which design choices affect learned equivariance.
DOI: 10.24435/materialscloud:3k-0v
title: Understanding long-lived metastable phases in ultrafast optical experiments

description: Experiments involving resonant optical excitation of infrared-active phonons in crystals have emerged as a powerful new way to tune materials properties. A puzzling and so far unexplained aspect of some so-called nonlinear phononics experiments is that the observed lifetimes of the optically created metastable phases are sometimes orders of magnitude longer than expected based on the nonlinear phononics mechanism assumed in most works. We use a combination of phenomenological theory and first-principles calculations to demonstrate that strong coupling between different lattice degrees of freedom (strains and Raman-active phonons) can give rise to a long-lived metastable phase recently observed in experiments on perovskite LaAlO3 [Hortensius et al. npj Quantum Mater. 5 95 (2020)]. We show that the long-timescale oscillatory response in the experimental optical reflectivity data is not due solely to shear strains, as originally suggested, but arises from a “hybrid” mode involving displacements of Raman-active phonons of the same symmetry. Our work suggests that strong coupling between different order parameters can provide a mechanism for long-lived optically created metastable phases and points towards strategies, such as strain engineering, for modifying or increasing the lifetime of light-induced phases in ultrafast optical experiments.

This archive contains the data files used to produce Figures 2-4 of the described paper.
DOI: 10.24435/materialscloud:j1-pq
title: Understanding long-lived metastable phases in ultrafast optical experiments

description: Experiments involving resonant optical excitation of infrared-active phonons in crystals have emerged as a powerful new way to tune materials properties. A puzzling and so far unexplained aspect of some so-called nonlinear phononics experiments is that the observed lifetimes of the optically created metastable phases are sometimes orders of magnitude longer than expected based on the nonlinear phononics mechanism assumed in most works. We use a combination of phenomenological theory and first-principles calculations to demonstrate that strong coupling between different lattice degrees of freedom (strains and Raman-active phonons) can give rise to a long-lived metastable phase recently observed in experiments on perovskite LaAlO3 [Hortensius et al. npj Quantum Mater. 5 95 (2020)]. We show that the long-timescale oscillatory response in the experimental optical reflectivity data is not due solely to shear strains, as originally suggested, but arises from a “hybrid” mode involving displacements of Raman-active phonons of the same symmetry. Our work suggests that strong coupling between different order parameters can provide a mechanism for long-lived optically created metastable phases and points towards strategies, such as strain engineering, for modifying or increasing the lifetime of light-induced phases in ultrafast optical experiments.

This archive contains the data files used to produce Figures 2-4 of the described paper.
DOI: 10.5258/soton/wp00831
title: Modelled gridded population estimates for Haut-Lomami Province in the Democratic Republic of Congo version 4.3

description: This data release provides gridded population estimates (spatial resolution of 3 arc-seconds, approximately 100-metre grid cells) for Haut-Lomami Province in the Democratic Republic of Congo (DRC), along with estimates of the number of people belonging to various age-sex groups. The project team used the Pre-Distribution Registration Survey (PDRS) data from the National Malaria Control Programme (PNLP) collected as part of anti-malarial campaigns in the DRC for 2023, settlement extent and geospatial covariates to model and estimate population numbers at grid cell level using a Bayesian statistical hierarchical modelling framework. The approach facilitated simultaneous accounting for the multiple levels of variability within the data. It also allowed the quantification of uncertainties in parameter estimates. These model-based population estimates can be considered as most accurately representing the year 2023. This time period corresponds to the PDRS survey date for Haut-Lomami. Although the methods were robust enough to explicitly account for key random biases within the datasets, it is noted that systematic biases, which may arise from sources other than random errors within the observed data collection process, are most likely to remain.

These data were produced by the WorldPop Research Group at the University of Southampton. This work was part of the GRID3 – Phase 2 Scaling project, with funding from the Gates Foundation (INV-044979). Project partners included GRID3 Inc, the Center for Integrated Earth System Information (CIESIN) within the Columbia Climate School at Columbia University, and WorldPop at the University of Southampton. The final statistical modelling was designed, developed, and implemented by Chris Nnanatu. Data processing was done by Ortis Yankey and Tom Abbott with additional support from Amy Bonnie and Heather Chamberlain. Project oversight was done by Attila Lazar and Andy Tatem. The PDRS data from the malaria insecticide treated net(ITN) distribution campaigns was collected, processed, anonymised and shared by the PNLP and its implementing partners. The settlement extent data was prepared and shared by CIESIN. 
The data has been clipped to GRID3-CIESIN health area extent (version 6.0) (CIESIN, 2025).
DOI: 10.15468/dl.czcn55
title: Occurrence Download

description: A dataset containing 16943 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crataegus rhipidophylla"
 ]
}

 The dataset includes 16943 records from 192 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045187-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15856794
title: SKG-IF compliant OpenAIRE Dataset for SciLake transport (Maritime) pilot

description: This dataset is related to the part of the OpenAIRE Graph relevant for the transport (Maritime) pilot. The model of the dataset is compliant with the SKG-IF specification version 1.0.1. The data are from the OpenAIRE graph released on 2025-06-24
description: This dataset is related to the OpenAIRE Graph produced on June 24 2025. There is no corresponding OpenAIRE dataset released.
DOI: 10.5281/zenodo.17084867
title: SKG-IF compliant OpenAIRE Dataset for SciLake transport (Maritime) pilot

description: This dataset is related to the part of the OpenAIRE Graph relevant for the transport (Maritime) pilot. The model of the dataset is compliant with the SKG-IF specification version 1.0.1. The data are from the OpenAIRE graph released on 2025-06-24
description: This dataset is related to the OpenAIRE Graph produced on June 24 2025. There is no corresponding OpenAIRE dataset released.
DOI: 10.18715/ipgp.2024.m41y3glp
title: The role of interior dynamics and differentiation on the surface and atmosphere of lava planets

description: In this repository, we archive the data presented in our manuscript, which explores the geodynamics of lava planet interiors. The repository includes the input files and raw output files from the fluid dynamics simulations described in the manuscript.
DOI: 10.15468/dl.9z9ssb
title: Occurrence Download

description: A dataset listing the 1 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Panthera leo krugeri"
 ]
}

 The dataset's 1 records were derived from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045167-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c8t5zu
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Passiflora quadrangularis",
 "Country is Sao Tome and Principe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045189-250827131500795/datasets/export for details.
DOI: 10.6084/m9.figshare.30067495
title: GTA_RFL

description: This dataset and codes contain a Graph-Theoretic Approach to Real-Time Facility Layout (GTA-RFL), which continuously adapts to evolving layout requirements without extensive redesigns. The GTA-RFL employs a graph-theoretic framework and employs an Ant-Based Heuristic (ABH) to solve the layout problem dynamically.
DOI: 10.6084/m9.figshare.30067495.v2
title: GTA_RFL

description: This dataset and codes contain a Graph-Theoretic Approach to Real-Time Facility Layout (GTA-RFL), which continuously adapts to evolving layout requirements without extensive redesigns. The GTA-RFL employs a graph-theoretic framework and employs an Ant-Based Heuristic (ABH) to solve the layout problem dynamically.
DOI: 10.6084/m9.figshare.30067495.v1
title: GTA_RFL

description: This dataset and codes contain a Graph-Theoretic Approach to Real-Time Facility Layout (GTA-RFL), which continuously adapts to evolving layout requirements without extensive redesigns. The GTA-RFL employs a graph-theoretic framework and employs an Ant-Based Heuristic (ABH) to solve the layout problem dynamically.
DOI: 10.15468/dl.qy35pb
title: Occurrence Download

description: A dataset containing 635 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, India, Bangladesh, Nepal, Bhutan, Myanmar, Lao People’s Democratic Republic, Viet Nam, Thailand, Cambodia, Malaysia, Indonesia, Philippines, Chinese Taipei)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Ginkgo"
 ]
}

 The dataset includes 635 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045188-250827131500795/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/13007001
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.17074169
title: Model output data for "Incorporating Salinity Effects to Improve the Simulation of Water-Heat Fluxes in Coastal Wetlands Using the Noah-MP Model"

description: This dataset consists of the output data from the Noah-MP model, which incorporates the salinity effect to improve the simulation of hydrothermal fluxes in coastal wetlands. It includes sensible heat flux, latent heat flux, and various components of cumulative evapotranspiration (direct evaporation and transpiration).
DOI: 10.15468/dl.x7e4pk
title: Occurrence Download

description: A dataset containing 393556 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Kenya",
 "OccurrenceStatus is Present",
 "Year 2000-2009"
 ]
}

 The dataset includes 393556 records from 336 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045112-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/cc3h8vp
title: CCDC 104062: Experimental Crystal Structure Determination

description: Related Article: D.Koch, K.Sunkel, W.Beck|1999|Z.Naturforsch.,B:Chem.Sci.|54|96|
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc79tjv
title: CCDC 217977: Experimental Crystal Structure Determination

description: Related Article: M.B.Hursthouse, M.E.Light, M.B.Smith|2003|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc79tt4
title: CCDC 217986: Experimental Crystal Structure Determination

description: Related Article: M.B.Hursthouse, M.E.Light, M.B.Smith|2003|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc7792t
title: CCDC 215545: Experimental Crystal Structure Determination

description: Related Article: N.W.Alcock, J.M.Brown, A.P.James|2003|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc7hbmn
title: CCDC 223281: Experimental Crystal Structure Determination

description: Related Article: M.B.Hursthouse, T.Gelbrich, M.B.Smith|2003|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.36cmd3
title: Occurrence Download

description: A dataset containing 145992 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 145992 records from 198 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045165-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/cczhyzc
title: CCDC 909074: Experimental Crystal Structure Determination

description: Related Article: Cristina M. Posadas, Laura L. Santos, Margarita Paneque, Manuel L.Poveda, Kurt Mereiter|2012|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc13vfw8
title: CCDC 1038310: Experimental Crystal Structure Determination

description: Related Article: Jeanne CRASSOUS|2014|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1kr6k2
title: CCDC 1452274: Experimental Crystal Structure Determination

description: Related Article: Allegra L. Liberman-Martin, Micah S. Ziegler, Antonio G. DiPasquale, Robert G. Bergman, T. Don Tilley|2016|Polyhedron|116|111|doi:10.1016/j.poly.2016.03.044
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.4yebwc
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045194-250827131500795/datasets/export for details.