cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.33kgrg
title: Occurrence Download

description: A dataset containing 36685 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pimephales notatus",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 36685 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027614-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qsf8wm
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "GadmGid is FRA.2_1",
 "Geometry POLYGON((-0.11347479037490871 46.39898344599249,3.8865252096250913 46.39898344599249,3.8865252096250913 50.39898344599249,-0.11347479037490871 50.39898344599249,-0.11347479037490871 46.39898344599249))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Erinaceus europaeus",
 "Year 2005-2005"
 ]
}

 The dataset includes 73 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027616-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tuamdc
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Sporobolus lenticularis"
 ]
}

 The dataset includes 46 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027617-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18636401
title: 30ka CESM Data - AMOC files
DOI: 10.5281/zenodo.18636400
title: 30ka CESM Data - AMOC files
DOI: 10.15468/dl.m4sqhe
title: Occurrence Download

description: A dataset containing 150333 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((3.94297 52.27407,2.05152 51.21145,3.58169 49.49002,5.06934 48.95871,6.70577 49.21374,7.10956 50.7439,6.91829 51.87027,5.40938 52.33782,3.94297 52.27407))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Megachilidae"
 ]
}

 The dataset includes 150333 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027593-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18611657
title: 30ka CESM Data - EU2X CAM files
DOI: 10.5281/zenodo.18611656
title: 30ka CESM Data - EU2X CAM files
DOI: 10.6084/m9.figshare.31362652
title: Long-read PacBio HiFi sequencing of airborne metagenomes and physicochemical air quality data from Sudwala Caves, South Africa

description: The repository contains a comprehensive set of datasets generated to support the characterization of airborne microbial communities and associated environmental conditions within Sudwala Caves. It includes high-quality metagenome assemblies generated from 18 culture-enriched airborne samples using Flye, providing long-read–based genomic reconstructions suitable for downstream taxonomic, functional, and comparative analyses. Functional potential of the assembled metagenomes is captured through DRAM-based annotations, enabling systematic assessment of metabolic pathways, gene functions, and ecological roles of airborne microorganisms.The repository also provides global sequencing and assembly statistics summarizing read quality, sequencing depth, assembly performance, and coverage across all samples. Taxonomic composition of the cave airborne metagenomes is documented through Kaiju-based taxonomic annotations, offering hierarchical classifications from kingdom to lower taxonomic ranks and facilitating comparative microbial diversity analyses. In addition, comprehensive metadata and physicochemical air quality measurements, including particulate matter fractions (PM₁.₀, PM₂.₅, PM₁₀), formaldehyde (HCHO) concentrations, temperature, and relative humidity, are provided for each sampling site and season. Together, these datasets form an integrated resource that links airborne metagenomic profiles with environmental context, supporting reuse in microbial ecology, cave microbiology, environmental monitoring, and long-read metagenomics research.
DOI: 10.6084/m9.figshare.31362652.v1
title: Long-read PacBio HiFi sequencing of airborne metagenomes and physicochemical air quality data from Sudwala Caves, South Africa

description: The repository contains a comprehensive set of datasets generated to support the characterization of airborne microbial communities and associated environmental conditions within Sudwala Caves. It includes high-quality metagenome assemblies generated from 18 culture-enriched airborne samples using Flye, providing long-read–based genomic reconstructions suitable for downstream taxonomic, functional, and comparative analyses. Functional potential of the assembled metagenomes is captured through DRAM-based annotations, enabling systematic assessment of metabolic pathways, gene functions, and ecological roles of airborne microorganisms.The repository also provides global sequencing and assembly statistics summarizing read quality, sequencing depth, assembly performance, and coverage across all samples. Taxonomic composition of the cave airborne metagenomes is documented through Kaiju-based taxonomic annotations, offering hierarchical classifications from kingdom to lower taxonomic ranks and facilitating comparative microbial diversity analyses. In addition, comprehensive metadata and physicochemical air quality measurements, including particulate matter fractions (PM₁.₀, PM₂.₅, PM₁₀), formaldehyde (HCHO) concentrations, temperature, and relative humidity, are provided for each sampling site and season. Together, these datasets form an integrated resource that links airborne metagenomic profiles with environmental context, supporting reuse in microbial ecology, cave microbiology, environmental monitoring, and long-read metagenomics research.
DOI: 10.5281/zenodo.18611681
title: 30ka CESM Data - NATL CAM files
DOI: 10.5281/zenodo.18611682
title: 30ka CESM Data - NATL CAM files
DOI: 10.48436/g23ct-nzk49
title: Inclusive Multimodal Routing: Who Gets Left Behind?

description: The data and code scripts used for the analysis in the paper entitled "Inclusive Multimodal Routing: Who Gets Left Behind?", submitted to AGILE (Association of Geographic Information Laboratories in Europe) 2026 Conference. The analysis focuses on the city of Vienna, Austria, which serves as the case study area for the routing experiments.

It comprises three folders within the zip file:



data: Contains the datasets used for the analysis. These datasets are derived from real-world transport network data. This folder also includes one serialized Python object (.p file)

code: Python scripts required to perform the analysis.

results: Routing results used in the analysis and discussed in the associated paper.

plots: Visualizations and figures presented in the paper.


Programming Language: Python 3.13 

For reproducibility, read the READ_ME.txt file included in the zip folder.

All data files are licensed under CC BY 4.0, all software is licensed under the MIT License.AbstractConventional routing algorithms in urban settings typically optimize travel time, assuming that travelers will accept any combination of public and active transport modes to have the fastest route. Empirical evidence, however, shows that people value more than just time: they usually avoid routes with excessive walking or transfers, even if they are technically the fastest. These existing studies mostly assume an average, healthy population, but many people cannot or do not want to meet these average thresholds for active or multimodal travel. As cities promote walking, cycling, and public transport as part of sustainable mobility strategies, it becomes critical not to overlook these groups’ mobility needs. This paper presents the results of a data driven analysis concerning the mobility patterns of these groups. Using a synthetic mobility data generation pipeline, we produce thousands of Origin-Destination (OD) pairs and systematically reduce key preference thresholds by -25%, -50%, and -75% relative to the average values. The goal is to investigate how results change in terms of average travel time, distance, and modal share, and to estimate the proportion of trips that cannot satisfy these preferences. The results show that, in a well-developed European city, average travel times remain stable for routes that satisfy the thresholds. However, many OD pairs become unreachable as these thresholds are tightened, representing people with lower abilities or willingness, deviating from the average.
DOI: 10.5517/ccdc.csd.cc2pth9b
title: CCDC 2497152: Experimental Crystal Structure Determination

description: Related Article: Jacopo Perego, Charl X. Bezuidenhout, Silvia Bracco, Bai-Qiao Song, Mohana Shivanna, Soumya Mukherjee, Michael J. Zaworotko, Angiolina Comotti|2026|J.Am.Chem.Soc.|||doi:10.1021/jacs.5c20845
description: Related Article: J. Perego, Bai-Qiao Song, C Bezuidenhout, S. Mukherjee, S. Bracco, M. J. Zaworotko, A. Comotti|2025|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: 10.25505/fiz.icsd.cc2nq4k3
title: CSD 2464145: Experimental Crystal Structure Determination

description: Related Article: Krystof Chrappova, Jeremiah P. Tidey, Christopher Bell, Simon R. Hall|2026|Inorg.Chem.|||doi:10.1021/acs.inorgchem.6c00345
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cc2qdrkg
title: CSD 2514706: Experimental Crystal Structure Determination

description: Related Article: Krystof Chrappova, Jeremiah P. Tidey, Christopher Bell, Simon R. Hall|2026|Inorg.Chem.|||doi:10.1021/acs.inorgchem.6c00345
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.48436/khpdr-g9272
title: Inclusive Multimodal Routing: Who Gets Left Behind?

description: The data and code scripts used for the analysis in the paper entitled "Inclusive Multimodal Routing: Who Gets Left Behind?", submitted to AGILE (Association of Geographic Information Laboratories in Europe) 2026 Conference. The analysis focuses on the city of Vienna, Austria, which serves as the case study area for the routing experiments.

It comprises three folders within the zip file:



data: Contains the datasets used for the analysis. These datasets are derived from real-world transport network data. This folder also includes one serialized Python object (.p file)

code: Python scripts required to perform the analysis.

results: Routing results used in the analysis and discussed in the associated paper.

plots: Visualizations and figures presented in the paper.


Programming Language: Python 3.13 

For reproducibility, read the READ_ME.txt file included in the zip folder.

All data files are licensed under CC BY 4.0, all software is licensed under the MIT License.AbstractConventional routing algorithms in urban settings typically optimize travel time, assuming that travelers will accept any combination of public and active transport modes to have the fastest route. Empirical evidence, however, shows that people value more than just time: they usually avoid routes with excessive walking or transfers, even if they are technically the fastest. These existing studies mostly assume an average, healthy population, but many people cannot or do not want to meet these average thresholds for active or multimodal travel. As cities promote walking, cycling, and public transport as part of sustainable mobility strategies, it becomes critical not to overlook these groups’ mobility needs. This paper presents the results of a data driven analysis concerning the mobility patterns of these groups. Using a synthetic mobility data generation pipeline, we produce thousands of Origin-Destination (OD) pairs and systematically reduce key preference thresholds by -25%, -50%, and -75% relative to the average values. The goal is to investigate how results change in terms of average travel time, distance, and modal share, and to estimate the proportion of trips that cannot satisfy these preferences. The results show that, in a well-developed European city, average travel times remain stable for routes that satisfy the thresholds. However, many OD pairs become unreachable as these thresholds are tightened, representing people with lower abilities or willingness, deviating from the average.
DOI: 10.25505/fiz.icsd.cc2qgvvx
title: CSD 2516730: Experimental Crystal Structure Determination

description: Related Article: Zong-Jie Zhao, Yu-Zheng Yan, Jia-Jian Fu, Hong-Yan Wu, Jian-Han Zhang|2026|Dalton Trans.|||doi:10.1039/d5dt03075g
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cc2qgvwy
title: CSD 2516731: Experimental Crystal Structure Determination

description: Related Article: Zong-Jie Zhao, Yu-Zheng Yan, Jia-Jian Fu, Hong-Yan Wu, Jian-Han Zhang|2026|Dalton Trans.|||doi:10.1039/d5dt03075g
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.rtxgsr
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Acanthospermum microcarpum"
 ]
}

 The dataset includes 10 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027620-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fdc668
title: Occurrence Download

description: A dataset containing 97 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pelusios rhodesianus"
 ]
}

 The dataset includes 97 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027618-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18679144
title: Dataset for "Stochastic Pairwise Forces Enhance Tracer Diffusion in Non-motile Active Matter"

description: This dataset supports the publication 'Stochastic Pairwise Forces Enhance Tracer Diffusion in Non-motile Active Matter' by Henry Alston, Raphaël Voituriez, and Thibault Bertrand in Physical Review Letters (2026).

Each filename indicates the figure and, when relevant, the specific panel in which the data appears.

Content:

-Figure1b.mat: contains the distributions $\mathrm{Prob}[n(r,t)=n_i]$ of particle numbers for the lattice model (panel_b_lattice_Pn vs panel_b_lattice_n), simulations of the field theory (panel_b_fieldsims_rho vs panel_b_fieldsims_n) and simulations of the field theory with $A=0$ (panel_b_fieldsims_withA0_rho vs panel_b_fieldsims_withA0_n).

-Figure1c.mat: contains the two-time correlation functions for the lattice model (panel_c_lattice_time_correlations_corrs vs panel_c_lattice_time_correlations_ts), simulations of the field theory (panel_c_fieldsims_time_correlations_corrs vs panel_c_fieldsims_time_correlations_ts) and simulations of the field theory with $A=0$ (panel_c_fieldsims_withA0_time_correlations_corrs vs panel_c_fieldsims_withA0_time_correlations_ts).

-Figure1d.mat: contains the two-space correlation functions for the lattice model (panel_c_lattice_spatial_correlations_corrs vs panel_c_lattice_spatial_correlations_rs), simulations of the field theory (panel_c_fieldsims_spatial_correlations_corrs vs panel_c_fieldsims_spatial_correlations_rs) and simulations of the field theory with $A=0$ (panel_c_fieldsims_withA0_spatial_correlations_corrs vs panel_c_fieldsims_withA0_spatial_correlations_rs).

-Figure2.mat: contains the mean-square displacements and effective diffusivities from simulations of Eq. (7a) and (7b) for $A=0$, $A=2$ and $A=4$ for a range of coupling strengths $h$. Arrays msd_A# are 2D arrays with rows corresponding to times as stored in msd_times and columns corresponding to $h$ values as stored in msd_hs. Effective diffusivities are found in arrays Deff_A# which have the same length as msd_hs.
DOI: 10.5281/zenodo.18679143
title: Dataset for "Stochastic Pairwise Forces Enhance Tracer Diffusion in Non-motile Active Matter"

description: This dataset supports the publication 'Stochastic Pairwise Forces Enhance Tracer Diffusion in Non-motile Active Matter' by Henry Alston, Raphaël Voituriez, and Thibault Bertrand in Physical Review Letters (2026).

Each filename indicates the figure and, when relevant, the specific panel in which the data appears.

Content:

-Figure1b.mat: contains the distributions $\mathrm{Prob}[n(r,t)=n_i]$ of particle numbers for the lattice model (panel_b_lattice_Pn vs panel_b_lattice_n), simulations of the field theory (panel_b_fieldsims_rho vs panel_b_fieldsims_n) and simulations of the field theory with $A=0$ (panel_b_fieldsims_withA0_rho vs panel_b_fieldsims_withA0_n).

-Figure1c.mat: contains the two-time correlation functions for the lattice model (panel_c_lattice_time_correlations_corrs vs panel_c_lattice_time_correlations_ts), simulations of the field theory (panel_c_fieldsims_time_correlations_corrs vs panel_c_fieldsims_time_correlations_ts) and simulations of the field theory with $A=0$ (panel_c_fieldsims_withA0_time_correlations_corrs vs panel_c_fieldsims_withA0_time_correlations_ts).

-Figure1d.mat: contains the two-space correlation functions for the lattice model (panel_c_lattice_spatial_correlations_corrs vs panel_c_lattice_spatial_correlations_rs), simulations of the field theory (panel_c_fieldsims_spatial_correlations_corrs vs panel_c_fieldsims_spatial_correlations_rs) and simulations of the field theory with $A=0$ (panel_c_fieldsims_withA0_spatial_correlations_corrs vs panel_c_fieldsims_withA0_spatial_correlations_rs).

-Figure2.mat: contains the mean-square displacements and effective diffusivities from simulations of Eq. (7a) and (7b) for $A=0$, $A=2$ and $A=4$ for a range of coupling strengths $h$. Arrays msd_A# are 2D arrays with rows corresponding to times as stored in msd_times and columns corresponding to $h$ values as stored in msd_hs. Effective diffusivities are found in arrays Deff_A# which have the same length as msd_hs.
DOI: 10.15468/dl.gxqy4r
title: Occurrence Download

description: A dataset containing 48562 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cercomonas",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 48562 records from 134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027619-260208012135463/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/14880377
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.3886/e246029
title: Kano University of Science & Technology {KUST} 2026/27 Direct Entry Form/JUPEB Form Is Out Now Call (07073028206)

description: Kano University of Science & Technology {KUST} 2026/27 Direct Entry Form/JUPEB Form Is Out Now Call (07073028206), TO APPLY CALL THE OFFICE OF THE REGISTRAR (07073028206) FOR FURTHER INFORMATION ON HOW TO MAKE YOUR PROPER REGISTRATION BEFORE THE CLOSING DATE.
DOI: 10.6084/m9.figshare.30556694
title: Metagenome assembled genomes from Canadian agricultural soils

description: The Canadian prairie is a large semi-arid steppe landscape, cover 55 M acres of Western Canada. Agricultural management practices are likely to alter carbon dynamics in these soils, which may have important interactions with the soil microbial community. We hypothesize that regenerative agricultural practices will favor microbial communities with greater diversity in taxonomy and function. In this study, we inverstigate the impacts of agricultural management practices on soil microbial community composition and function using high throughput sequencing down to a depth of 1 meter. This repository contains metagenome assembled genomes from 43 metagenomes.
DOI: 10.6084/m9.figshare.30556694.v1
title: Metagenome assembled genomes from Canadian agricultural soils

description: The Canadian prairie is a large semi-arid steppe landscape, cover 55 M acres of Western Canada. Agricultural management practices are likely to alter carbon dynamics in these soils, which may have important interactions with the soil microbial community. We hypothesize that regenerative agricultural practices will favor microbial communities with greater diversity in taxonomy and function. In this study, we inverstigate the impacts of agricultural management practices on soil microbial community composition and function using high throughput sequencing down to a depth of 1 meter. This repository contains metagenome assembled genomes from 43 metagenomes.
DOI: 10.3929/ethz-c-000792816
title: Datasets: Trap-to-trap free falls with an optically levitated nanoparticle