cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17645685
title: THE ROLE OF FINANCIAL STABILITY AND INNOVATIVE FINANCING MECHANISMS IN ENSURING SOCIAL SUSTAINABILITY

description: The aim of this study is to identify and analyze the importance of financial stability and innovative financing mechanisms in ensuring social sustainability under conditions of sustainable development. The relevance of the research lies in addressing regional disparities in household incomes, poverty, and the efficiency of social protection systems, which remain pressing economic challenges. The methodology employed includes systematic analysis, comparative methods, financial modeling, and statistical analysis based on regional indicators. The study evaluates regional differences and the level of social sustainability using data on per capita income, allocation of fund resources, and social protection programs in the Republic of Uzbekistan. The results indicate that ensuring financial stability and implementing innovative financing mechanisms can reduce regional social disparities, improve the effectiveness of social protection programs, and enhance population welfare. Moreover, digital technologies and automated monitoring systems serve as effective tools for innovative financing. The findings of this research can be applied as practical recommendations for shaping sustainable development policies and optimizing social protection systems.
DOI: 10.5281/zenodo.17645686
title: THE ROLE OF FINANCIAL STABILITY AND INNOVATIVE FINANCING MECHANISMS IN ENSURING SOCIAL SUSTAINABILITY

description: The aim of this study is to identify and analyze the importance of financial stability and innovative financing mechanisms in ensuring social sustainability under conditions of sustainable development. The relevance of the research lies in addressing regional disparities in household incomes, poverty, and the efficiency of social protection systems, which remain pressing economic challenges. The methodology employed includes systematic analysis, comparative methods, financial modeling, and statistical analysis based on regional indicators. The study evaluates regional differences and the level of social sustainability using data on per capita income, allocation of fund resources, and social protection programs in the Republic of Uzbekistan. The results indicate that ensuring financial stability and implementing innovative financing mechanisms can reduce regional social disparities, improve the effectiveness of social protection programs, and enhance population welfare. Moreover, digital technologies and automated monitoring systems serve as effective tools for innovative financing. The findings of this research can be applied as practical recommendations for shaping sustainable development policies and optimizing social protection systems.
DOI: 10.15468/dl.9bwswz
title: Occurrence Download

description: A dataset containing 15598 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Salvia columbariae",
 "HasCoordinate is true"
 ]
}

 The dataset includes 15598 records from 100 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044125-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qzfyfs
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-110.6688 25.94913, -110.5188 25.94913, -110.5188 26.09913, -110.6688 26.09913, -110.6688 25.94913))"
 ]
}

 The dataset includes 14 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044126-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/2jo7jx
title: Replication Data for: Research Data Repository (RDR) Consortia AHP Pairwise Comparison Dataset (10 Experts, Three Stages)

description: This dataset contains de-identified pairwise comparison scores from an Analytical Hierarchy Process (AHP) evaluation related to the development and management of Research Data Repository (RDR) consortia. The survey covers three lifecycle stages—Planning, Implementation, and Sustainability—and captures expert judgments of relative importance among key factors within each stage. The dataset is intended to support transparency, reproducibility, and secondary analysis by other researchers and reviewers.
DOI: 10.15468/dl.c67be7
title: Occurrence Download

description: A dataset containing 52272 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eleusine indica"
 ]
}

 The dataset includes 52272 records from 1101 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044060-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/a9vf-x896
title: "Dataset of a Smart Digital Substation for Simultaneous Cyberattack and Disturbance Detection and Classification "

description: "Smart Digital Substations (SDSs) are a key component of modern Smart Grids. However, the integration of digital devices with networks leave SDSs vulnerable to cyber threats. Notably, the global communication standard IEC 61850 lacks encryption for critical GOOSE messages due to timing requirements. There has been significant research into the development of attack detection systems, and such systems are mainly developed using datasets containing SDS behaviour during normal scenarios and attacks. Several types of attacks exist to target the vulnerable GOOSE messages. These attacks can also occur alongside power-quality disturbance events due to faults. As the system\u2019s behaviour changes during disturbance events, attacks that occur at this time can have different signatures and manifest differently to detection systems. Existing publicly-available cybersecurity datasets for SDSs lack a wider variety of attack types, and notably, there is a lack of thorough test cases regarding the interactions of simultaneous attacks and disturbances. Such datasets also are generated by purely synthetic means. This results in the data gathered not being as representative of actual substations using physical networks.This dataset contains preprocessed cyber and physical data from an experimental SDS testbed. It contains labelled test cases of several popular attack types, as well as test cases from scenarios of simultaneous attacks and disturbances. Real-time simulation using OPAL-RT has been used to model a 66kV\/11kV substation containing IEDs that monitor for faults and control circuit breakers. The IEDs transmit real GOOSE messages to a physical network and receive the messages for control of the model. Disturbance scenarios including faults, and attack scenarios including False Data Injection (FDI), Replay, Message Suppression (MS), and Denial of Service (DoS) are implemented at the IEDs. Simultaneous attack-disturbance scenarios are also included. The GOOSE messages were collected using Wireshark. The collected cyber-physical features were processed using sliding windows into the presented dataset, so that temporal data in the features could be utilized by the detection algorithm."
DOI: 10.15468/dl.8ucmf7
title: Occurrence Download

description: A dataset listing the 263 species recorded in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Liste de quelques espèces à statuts particuliers de l'herbier du Centre National de Floristique (CNF) en Côte d'Ivoire",
 "Geometry POLYGON((-20.07986 1.57405,9.26101 1.57405,9.26101 13.30538,-20.07986 13.30538,-20.07986 1.57405))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 263 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008969-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22002/rayfv-ttn26
title: carbenicillin 200ug

description: Raw data files of carbenicillin 200ug
description: <strong>Tilt Series Date:</strong> 2014-01-02</p>
<strong>Data Taken By:</strong> Poorna Subramanian</p>
<strong>Species / Specimen:</strong> Caulobacter crescentus</p>
<strong>Strain:</strong> NA1000</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-65.0°, 65.0°), step: 1°, constant angular increment, dosage: 160.0 eV/Å²,  defocus: -10.0 μm,  magnification: 26000x. </p>
<strong>Microscope:</strong> Janelia Titan</p>
<strong>Acquisition Software:</strong> UCSFTomo</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Raptor</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/psa2014-01-02-4/rawdata/</p>montage_33x330004.mrc,  Tilt Series (Pixel Size 0.42 nm), 3.6 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/psa2014-01-02-4/rawdata/montage_33x330004.mrc"
        > <i class="download icon"></i> Download </a></p>

        montage_33x330004_full.rec,  Reconstruction (Pixel Size 1.68 nm), 430.6 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/psa2014-01-02-4/3dimage_37432/montage_33x330004_full.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/vyreg-2qs48
title: Vibrio cholerae MKW1383 37C

description: Vibrio cholerae MKW1383 37C grown to log phase in LB
description: <strong>Tilt Series Date:</strong> 2013-10-10</p>
<strong>Data Taken By:</strong> Ariane Briegel</p>
<strong>Species / Specimen:</strong> Vibrio cholerae</p>
<strong>Strain:</strong> TRH7000</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-60.0°, 60.0°), step: 1°, constant angular increment, dosage: 160.0 eV/Å²,  defocus: -10.0 μm,  magnification: 33000x. </p>
<strong>Microscope:</strong> Janelia Titan</p>
<strong>Acquisition Software:</strong> UCSFTomo</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Raptor</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/aba2013-10-10-16/rawdata/</p>sq4Vibrio37degree0003.mrc,  Tilt Series (Pixel Size 0.33 nm), 3.3 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/aba2013-10-10-16/rawdata/sq4Vibrio37degree0003.mrc"
        > <i class="download icon"></i> Download </a></p>

        sq4Vibrio37degree0003_part121_5.rec,  Reconstruction (Pixel Size 0.66 nm), 2.8 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/aba2013-10-10-16/3dimage_32784/sq4Vibrio37degree0003_part121_5.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/s0b79-62088
title: In vitro membrane prep Joe Falke

description: In vitro membrane prep frm the Falke lab. Tsr conc 6.7 µM
description: <strong>Tilt Series Date:</strong> 2013-03-13</p>
<strong>Data Taken By:</strong> Ariane Briegel</p>
<strong>Species / Specimen:</strong> Escherichia coli</p>
<strong>Strain:</strong> </p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-66.0°, 66.0°), step: 2°, constant angular increment, dosage: 160.0 eV/Å²,  defocus: -8.0 μm,  magnification: 19500x. </p>
<strong>Acquisition Software:</strong> FEIbatchtomo</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Raptor</p>
<strong>Collaborators and Roles:</strong> Joe Falke</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/aba2013-03-13-16/3dimage_25602/</p>Falke-D_031413_9_full.rec,  Reconstruction (Pixel Size 1.22 nm), 838.9 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/aba2013-03-13-16/3dimage_25602/Falke-D_031413_9_full.rec"
        > <i class="download icon"></i> Download </a></p>

        Falke-D_031413_9.mrc,  Tilt Series (Pixel Size 0.61 nm), 562.0 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/aba2013-03-13-16/rawdata/Falke-D_031413_9.mrc"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.15468/dl.83hacw
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Loricariichthys edentatus)",
 "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 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046788-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22002/egxpg-ry513
title: CBWT+1ug gentamycin

description: Raw data files of CBWT+1ug gentamycin
description: <strong>Tilt Series Date:</strong> 2014-01-15</p>
<strong>Data Taken By:</strong> Poorna Subramanian</p>
<strong>Species / Specimen:</strong> Caulobacter crescentus</p>
<strong>Strain:</strong> NA1000</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-60.0°, 60.0°), step: 1°, constant angular increment, dosage: 160.0 eV/Å²,  defocus: -10.0 μm,  magnification: 22500x. </p>
<strong>Microscope:</strong> Caltech Polara</p>
<strong>Acquisition Software:</strong> UCSFTomo</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Raptor</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/psa2014-01-15-13/rawdata/</p>atlas10013.mrc,  Tilt Series (Pixel Size 0.48 nm), 3.4 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/psa2014-01-15-13/rawdata/atlas10013.mrc"
        > <i class="download icon"></i> Download </a></p>

        atlas10013_part121_7.rec,  Reconstruction (Pixel Size 1.92 nm), 445.4 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/psa2014-01-15-13/3dimage_37755/atlas10013_part121_7.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.26093/cds/vizier.1350
title: Gaia EDR3

description: VizieR Gaia EDR3 Catalogue is the CDS version of data provided by the European Space Agency, 2020, Gaia EDR3, Version 1.0. https://doi.org/10.5270/esa-1ugzkg7
DOI: 10.22002/3s19v-zas48
title: MipZ depletion strain

description: MipZ depletion strain MT 122 after 5-6 hours of Induction
description: <strong>Tilt Series Date:</strong> 2005-10-18</p>
<strong>Data Taken By:</strong> Ariane Briegel</p>
<strong>Species / Specimen:</strong> Caulobacter crescentus</p>
<strong>Strain:</strong> NA1000</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-60.0°, 60.0°), step: 0.5°, constant angular increment, dosage: 200.0 eV/Å²,  defocus: -12.0 μm,  magnification: 0x. </p>
<strong>Acquisition Software:</strong> UCSF Tomo</p>
<strong>Upload Method:</strong> webload</p>
<strong>Processing Software Used:</strong> IMOD</p>
<strong>Collaborators and Roles:</strong> Martin Thanbichler</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/aba2005-10-18-6/rawdata/</p>MT122_1018_7.mrc,  Tilt Series (Pixel Size 1.2 nm), 2.0 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/aba2005-10-18-6/rawdata/MT122_1018_7.mrc"
        > <i class="download icon"></i> Download </a></p>

        MT122_1018_7bin_full.rec,  Reconstruction (Pixel Size 2.4 nm), 671.1 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/aba2005-10-18-6/3dimage_1500/MT122_1018_7bin_full.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/n47z7-vqf32
title: archaeon

description: Raw data files of archaeon
description: <strong>Tilt Series Date:</strong> 2008-05-21</p>
<strong>Data Taken By:</strong> Zhiheng Yu</p>
<strong>Species / Specimen:</strong> Nitrosopumilus maritimus</p>
<strong>Strain:</strong> None</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-68.0°, 68.0°), step: 2°, constant angular increment, dosage: 120.0 eV/Å²,  defocus: 8.0 μm,  magnification: 0x. </p>
<strong>Acquisition Software:</strong> Leginon</p>
<strong>Upload Method:</strong> webload</p>
<strong>Processing Software Used:</strong> Raptor</p>
  zyh2008-05-21-9_slicer6610.jpg: REZ zyh2008-05-21-9_slicer6614.jpg: s-layer
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/zyh2008-05-21-9/rawdata/</p>08may21a_stack09.mrc,  Tilt Series (Pixel Size 0.52 nm), 553.7 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/zyh2008-05-21-9/rawdata/08may21a_stack09.mrc"
        > <i class="download icon"></i> Download </a></p>

        08may21a_stack09_part66_3.rec,  Reconstruction (Pixel Size 1.04 nm), 524.3 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/zyh2008-05-21-9/3dimage_38778/08may21a_stack09_part66_3.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/r986d-xba95
title: archaeon

description: ultrasturcture in archaeon, found "dark matter"
description: <strong>Tilt Series Date:</strong> 2007-07-31</p>
<strong>Data Taken By:</strong> Zhiheng Yu</p>
<strong>Species / Specimen:</strong> Nitrosopumilus maritimus</p>
<strong>Strain:</strong> None</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-70.0°, 70.0°), step: 2°, constant angular increment, dosage: 120.0 eV/Å²,  defocus: 9.0 μm,  magnification: 0x. </p>
<strong>Acquisition Software:</strong> UCSF Tomo</p>
<strong>Upload Method:</strong> webload</p>
<strong>Processing Software Used:</strong> Raptor</p>
description: Files available via S3 at ttps://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/zyh2007-07-31-10/rawdata/</p>Archia07-731_sam4_sq09_h02_41k.mrc,  Tilt Series (Pixel Size 0.54 nm), 604.1 MB  
        
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        > <i class="download icon"></i> Download </a></p>

        Archia07-731_sam4_sq09_h02_41k_part72_37.rec,  Reconstruction (Pixel Size 1.08 nm), 524.3 MB  
        
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        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/k8bfj-qzd71
title: archaeon

description: ultrasturcture in archaeon, found "dark matter"
description: <strong>Tilt Series Date:</strong> 2007-07-31</p>
<strong>Data Taken By:</strong> Zhiheng Yu</p>
<strong>Species / Specimen:</strong> Nitrosopumilus maritimus</p>
<strong>Strain:</strong> None</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-70.0°, 70.0°), step: 2°, constant angular increment, dosage: 120.0 eV/Å²,  defocus: 9.0 μm,  magnification: 0x. </p>
<strong>Acquisition Software:</strong> UCSF Tomo</p>
<strong>Upload Method:</strong> webload</p>
<strong>Processing Software Used:</strong> Raptor</p>
description: Files available via S3 at ttps://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/zyh2007-07-31-8/rawdata/</p>Archia07-731_sam4_sq04_h02_41k.mrc,  Tilt Series (Pixel Size 0.54 nm), 604.1 MB  
        
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        > <i class="download icon"></i> Download </a></p>

        Archia07-731_sam4_sq04_h02_41k_part67_5.rec,  Reconstruction (Pixel Size 1.08 nm), 524.3 MB  
        
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        > <i class="download icon"></i> Download </a></p>
DOI: 10.15468/dl.tgsar6
title: Occurrence Download

description: A dataset containing 202623 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CAN.2.3.28_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 2020-2025"
 ]
}

 The dataset includes 202623 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046734-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.22002/rhcky-s1v16
title: Crescentin overexpression #1430

description: Raw data files of Crescentin overexpression #1430
description: <strong>Tilt Series Date:</strong> 2006-01-13</p>
<strong>Data Taken By:</strong> Ariane Briegel</p>
<strong>Species / Specimen:</strong> Caulobacter crescentus</p>
<strong>Strain:</strong> NA1000</p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-60.0°, 60.0°), step: 0.7°, constant angular increment, dosage: 200.0 eV/Å²,  defocus: -12.0 μm,  magnification: 0x. </p>
<strong>Acquisition Software:</strong> UCSF Tomo</p>
<strong>Upload Method:</strong> webload</p>
<strong>Processing Software Used:</strong> IMOD</p>
<strong>Collaborators and Roles:</strong> Christine Jacobs Wagner</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/aba2006-01-13-5/rawdata/</p>CC1430_0113_5.mrc,  Tilt Series (Pixel Size 1.2 nm), 1.4 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/aba2006-01-13-5/rawdata/CC1430_0113_5.mrc"
        > <i class="download icon"></i> Download </a></p>

        CC1430_0113_5bin_full.rec,  Reconstruction (Pixel Size 2.4 nm), 654.3 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/aba2006-01-13-5/3dimage_1409/CC1430_0113_5bin_full.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.15468/dl.8ekep4
title: Occurrence Download

description: A dataset containing 3398 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Asia, Africa)",
 "TaxonKey is Melanoides tuberculata"
 ]
}

 The dataset includes 3398 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046789-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.