cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.7q22yg
title: Occurrence Download

description: A dataset containing 2282 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Xyleborus dryographus Wood & Bright, 1992)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 2282 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0256895-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-182091
title: Primiritel' = [Reconciler], 1993, no. 6, whole no. 13

description: [description english/roman)] Primiritel', 1993, no. 6, obshchiy no. 13 = [Reconciler], 1993, no. 6, whole no. 13. Founded in 1929, relaunched in 1991.
DOI: 10.15468/dl.3cmmtp
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schizodon rostratus (Borodin, 1931)"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0340222-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aqwwdj
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is one of (France, Netherlands, Serbia, Germany, Spain)",
 "TaxonKey is Trichopsomyia lucida (Meigen, 1822)"
 ]
}

 The dataset includes 26 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002033-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-182084
title: Primiritel' = [Reconciler], 1993, no. 6, whole no. 13

description: [description english/roman)] Primiritel', 1993, no. 6, obshchiy no. 13 = [Reconciler], 1993, no. 6, whole no. 13. Founded in 1929, relaunched in 1991.
DOI: 10.25549/pcra-c14-182005
title: Primiritel' = [Reconciler], 1993, no. 1-2, whole no. 8-9

description: [description english/roman)] Primiritel', 1993, no. 1-2, obshchiy no. 8-9 = [Reconciler], 1993, no. 1-2, whole no. 8-9. Founded in 1929, relaunched in 1991.
DOI: 10.15468/dl.rvk7ex
title: Occurrence Download

description: A dataset containing 56649 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Tigrisoma lineatum",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 56649 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0087321-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ysajhp
title: Occurrence Download

description: A dataset containing 15800 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Carcharodon carcharias (Linnaeus, 1758)"
 ]
}

 The dataset includes 15800 records from 165 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000404-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15003906
title: Global Bowel Management Systems Market 2025 To 2034

description: Bowel Management Systems Market Size, Trends and Insights By Product Type (Colostomy Bags, Irrigation System, Nerve Modulation Devices, Accessories), By End User (Hospitals, Home Care, Ambulatory Surgery Centers), By Patient Type (Adult, Pediatric), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025 – 2034.

Reports Description

Global Bowel Management Systems Market was valued at USD 3.01 Billion in 2025 and is expected to reach USD 3.72 Billion by 2034, at a CAGR of 2.38% during the forecast period 2025 – 2034.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=63329
DOI: 10.5281/zenodo.15003907
title: Global Bowel Management Systems Market 2025 To 2034

description: Bowel Management Systems Market Size, Trends and Insights By Product Type (Colostomy Bags, Irrigation System, Nerve Modulation Devices, Accessories), By End User (Hospitals, Home Care, Ambulatory Surgery Centers), By Patient Type (Adult, Pediatric), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025 – 2034.

Reports Description

Global Bowel Management Systems Market was valued at USD 3.01 Billion in 2025 and is expected to reach USD 3.72 Billion by 2034, at a CAGR of 2.38% during the forecast period 2025 – 2034.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=63329
DOI: 10.5281/zenodo.14522715
title: 2024WR037763R
DOI: 10.15468/dl.rsxdcr
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Ageratina adenophora (Spreng.) R.M.King & H.Rob."
 ]
}

 The dataset includes 57 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001713-250310093411724/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.28571990
title: Annex A_Baseline Survey Dataset for Positive Deviant Identification.xlsx

description: This nutrition baseline survey data from rural Madhya Pradesh, India, was used to identify Positive Deviant mother-child pairs that have optimal dietary diversity scores by applying the Pareto optimal household performance analysis.
DOI: 10.15468/dl.9ke9ws
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Ageratina adenophora (Spreng.) R.M.King & H.Rob."
 ]
}

 The dataset includes 57 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001714-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zmxyj2
title: Occurrence Download

description: A dataset containing 740 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Orchestes alni (C.Linnaeus, 1758)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 740 records from 80 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001715-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15003920
title: Global Software Supply Chain Security Market 2025 To 2034

description: Software Supply Chain Security Market Size, Trends and Insights By Component (Hardware, Software, Services), By Security Type (Data Protection, Data Visibility and Governance, Other Security Types), By Enterprise Size (Large Enterprises, Small and Medium-Sized Enterprises (SMEs)), By Vertical (Healthcare and Pharmaceuticals, Retail and E-commerce, Automotive, Transportation and Logistics, Manufacturing, Other Verticals), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025 – 2034.

Reports Description

As per the Software Supply Chain Security Market analysis conducted by the CMI Team, the global Software Supply Chain Security Market is expected to record a CAGR of 10.9% from 2025 to 2034. In 2025, the market size is projected to reach a valuation of USD 2.16 Billion. By 2034, the valuation is anticipated to reach USD 3.27 Billion.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=63336
DOI: 10.5281/zenodo.15003921
title: Global Software Supply Chain Security Market 2025 To 2034

description: Software Supply Chain Security Market Size, Trends and Insights By Component (Hardware, Software, Services), By Security Type (Data Protection, Data Visibility and Governance, Other Security Types), By Enterprise Size (Large Enterprises, Small and Medium-Sized Enterprises (SMEs)), By Vertical (Healthcare and Pharmaceuticals, Retail and E-commerce, Automotive, Transportation and Logistics, Manufacturing, Other Verticals), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025 – 2034.

Reports Description

As per the Software Supply Chain Security Market analysis conducted by the CMI Team, the global Software Supply Chain Security Market is expected to record a CAGR of 10.9% from 2025 to 2034. In 2025, the market size is projected to reach a valuation of USD 2.16 Billion. By 2034, the valuation is anticipated to reach USD 3.27 Billion.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=63336
DOI: 10.5281/zenodo.15003930
title: India Medical Tourism Market 2025 To 2034

description: India Medical Tourism Market Size, Trends and Insights By Treatment Type (Dental Treatment, Cosmetic Treatment, Cardiovascular Treatment, Orthopedic Treatment, Neurological Treatment, Cancer Treatment, Fertility Treatment, Others), By Service Provider (Private, Public), and By Region - Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025 – 2034.

Reports Description

As per the India Medical Tourism Market analysis conducted by the CMI Team, the India Medical Tourism Market is expected to record a CAGR of 13.09% from 2025 to 2034. In 2025, the market size is projected to reach a valuation of USD 8.35 Billion. By 2034, the valuation is anticipated to reach USD 25.25 Billion.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=63221
DOI: 10.5281/zenodo.15003931
title: India Medical Tourism Market 2025 To 2034

description: India Medical Tourism Market Size, Trends and Insights By Treatment Type (Dental Treatment, Cosmetic Treatment, Cardiovascular Treatment, Orthopedic Treatment, Neurological Treatment, Cancer Treatment, Fertility Treatment, Others), By Service Provider (Private, Public), and By Region - Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025 – 2034.

Reports Description

As per the India Medical Tourism Market analysis conducted by the CMI Team, the India Medical Tourism Market is expected to record a CAGR of 13.09% from 2025 to 2034. In 2025, the market size is projected to reach a valuation of USD 8.35 Billion. By 2034, the valuation is anticipated to reach USD 25.25 Billion.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=63221
DOI: 10.15468/dl.kmz8n2
title: Occurrence Download

description: A dataset containing 269 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ochyromera ligustri Warner, 1961",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 269 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001720-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yg6qdt
title: Occurrence Download

description: A dataset containing 4630 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Actinidia kolomikta (Maxim. & Rupr.) Maxim."
 ]
}

 The dataset includes 4630 records from 192 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001721-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u7785v
title: Occurrence Download

description: A dataset containing 958 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Alnus trabeculosa Hand.-Mazz."
 ]
}

 The dataset includes 958 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001722-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vuy67r
title: Occurrence Download

description: A dataset containing 4561 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Anacyclus ×valentinus L."
 ]
}

 The dataset includes 4561 records from 155 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001723-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ymkjnj
title: Occurrence Download

description: A dataset containing 4591 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is WII Herbarium Dataset"
 ]
}

 The dataset includes 4591 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001724-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/wh5p-he36
title: Bacteria-Species-Classification-ML-Framework

description: This repository contains the code and documentation for a computational framework that leverages machine learning techniques to enable accurate classification of bacterial species, even closely related strains.The framework integrates genomic analysis methods, such as motif screening and single nucleotide polymorphism (SNP) extraction, to derive informative features from bacterial genomes. These genomic insights are then fed into machine learning models, which are trained to reliably differentiate between bacterial species based on their distinctive patterns and characteristics.
DOI: 10.5281/zenodo.15003901
title: TILANG SYARIAH
DOI: 10.5281/zenodo.15003902
title: TILANG SYARIAH
DOI: 10.5281/zenodo.15003485
title: MD Simulation and Free Energy Analysis Data for Guava Leaf-Derived Inhibitors Targeting Coagulation Factor IXa

description: This dataset provides a comprehensive collection of molecular dynamics (MD) simulation trajectories and free energy analysis results for guava (Psidium guajava) leaf-derived inhibitors targeting Coagulation Factor IXa. The data supports a detailed investigation into protein–ligand interactions and contributes to computational drug discovery efforts.

Key features of the dataset include:

• Multiple MD Simulation Reruns: Simulations were performed in triplicate with distinct initial random velocities to ensure robustness and reproducibility. Each run covers a complete workflow from system minimization, equilibration (NVT and NPT phases), to a production phase lasting 10 ns.

• Extensive Free Energy Calculation Data: Binding free energies (ΔG_bind) were computed using the gmx_mmpbsa package for both Poisson-Boltzmann (PB) and Generalized Born (GB) models. Calculations were performed every 0.01 ns (totaling 1000 data points per rerun), providing detailed temporal resolution of energy fluctuations.

• Structural Analysis Outputs: The dataset includes computed structural descriptors such as root mean squared deviation (RMSD), root mean squared fluctuation (RMSF), solvent accessible surface area (SASA), and radius of gyration. Additionally, secondary structure analyses and cluster analysis performed in GROMACS are provided. Cluster analysis identifies both the most frequently visited conformer and the most stable conformer based on average binding free energy calculations.

• Complete Documentation and Analysis Scripts: All relevant input files (topologies, parameter files, and .mdp files), raw trajectory data, processing scripts, and post-simulation analysis outputs are included. Detailed README files document the simulation procedures, directory structure, and steps for reproducibility.

This dataset is ideal for researchers interested in the molecular dynamics of protein–ligand interactions and computational free energy perturbation methods. It not only serves as a reproducible archive of the computational experiments but also provides a foundation for further studies and the development of novel therapeutic strategies against coagulation disorders.
DOI: 10.5281/zenodo.15003486
title: MD Simulation and Free Energy Analysis Data for Guava Leaf-Derived Inhibitors Targeting Coagulation Factor IXa

description: This dataset provides a comprehensive collection of molecular dynamics (MD) simulation trajectories and free energy analysis results for guava (Psidium guajava) leaf-derived inhibitors targeting Coagulation Factor IXa. The data supports a detailed investigation into protein–ligand interactions and contributes to computational drug discovery efforts.

Key features of the dataset include:

• Multiple MD Simulation Reruns: Simulations were performed in triplicate with distinct initial random velocities to ensure robustness and reproducibility. Each run covers a complete workflow from system minimization, equilibration (NVT and NPT phases), to a production phase lasting 10 ns.

• Extensive Free Energy Calculation Data: Binding free energies (ΔG_bind) were computed using the gmx_mmpbsa package for both Poisson-Boltzmann (PB) and Generalized Born (GB) models. Calculations were performed every 0.01 ns (totaling 1000 data points per rerun), providing detailed temporal resolution of energy fluctuations.

• Structural Analysis Outputs: The dataset includes computed structural descriptors such as root mean squared deviation (RMSD), root mean squared fluctuation (RMSF), solvent accessible surface area (SASA), and radius of gyration. Additionally, secondary structure analyses and cluster analysis performed in GROMACS are provided. Cluster analysis identifies both the most frequently visited conformer and the most stable conformer based on average binding free energy calculations.

• Complete Documentation and Analysis Scripts: All relevant input files (topologies, parameter files, and .mdp files), raw trajectory data, processing scripts, and post-simulation analysis outputs are included. Detailed README files document the simulation procedures, directory structure, and steps for reproducibility.

This dataset is ideal for researchers interested in the molecular dynamics of protein–ligand interactions and computational free energy perturbation methods. It not only serves as a reproducible archive of the computational experiments but also provides a foundation for further studies and the development of novel therapeutic strategies against coagulation disorders.
DOI: 10.15468/dl.k2s75m
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CatalogNumber is Z-000004481",
 "TaxonKey is Lagenaria siceraria (Molina) Standl."
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001725-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nja69y
title: Occurrence Download

description: A dataset containing 81029 species occurrences available in GBIF matching the query:
{
 "and" : [
 "IucnRedListCategory is one of (VU, EN, EW, NT, LC, CR)",
 "TaxonKey is Gnetopsida"
 ]
}

 The dataset includes 81029 records from 838 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001716-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15003937
title: Penelitinan
DOI: 10.5281/zenodo.15003938
title: Penelitinan
DOI: 10.15468/dl.b57zjk
title: Occurrence Download

description: A dataset containing 139186 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Chamerion angustifolium (L.) Holub",
 "Year 1950-2024"
 ]
}

 The dataset includes 139186 records from 324 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001701-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8kexsq
title: Occurrence Download

description: A dataset containing 353 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Spudaea ruticilla Esper, 1791"
 ]
}

 The dataset includes 353 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0092559-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.isxmay
title: Occurrence Download

description: A dataset containing 80838 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "Issue is Coordinate rounded",
 "HasCoordinate is true",
 "TaxonKey is Charadriiformes",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 80838 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008666-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rd54ct
title: Occurrence Download

description: A dataset containing 445 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Armeria macrophylla Boiss. & Reut."
 ]
}

 The dataset includes 445 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013348-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p3b225
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Alchemilla diglossa Juz."
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025028-240216155721649/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.