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

description: A dataset containing 915 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pternistis castaneicollis)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 915 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024448-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.na8fau
title: Occurrence Download

description: A dataset containing 150 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhinolophus affinis",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 150 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024451-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.avmfnz
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Randia mindoroensis"
 ]
}

 The dataset includes 27 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024450-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ned5g
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lophura leucomelanos",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024453-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.28704
title: Optimized Parameter Geographic Detector (OPGD) Model Code Collection
title: 优化参数的地理探测器模型代码集

description: Optimized Parameter Geographic Detector (OPGD) Model Code Collection
description: Optimized Parameter Geographic Detector (OPGD) Model Code Collection
DOI: 10.5281/zenodo.15920722
title: The Dialectical Evolution of Trade Governance and Financial Decentralization

description: This archive contains all anonymized datasets, Python/R analysis scripts,NVivo export instructions, and smart-contract simulations used in our mixed-methods study of blockchain-enabled arbitration versus WTO/ICJ dispute resolution.
DOI: 10.5281/zenodo.16759066
title: The Dialectical Evolution of Trade Governance and Financial Decentralization

description: This archive contains all anonymized datasets, Python/R analysis scripts,NVivo export instructions, and smart-contract simulations used in our mixed-methods study of blockchain-enabled arbitration versus WTO/ICJ dispute resolution.
DOI: 10.57760/sciencedb.28724
title: CVBG-based stretcher data
title: CVBG-based stretcher data

description: data of the input and output of CVBG-based stretcher
description: data of the input and output of CVBG-based stretcher
DOI: 10.15468/dl.w5xzng
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024452-250802193616735/datasets/export for details.
DOI: 10.57760/sciencedb.25938
title: A network attack detection dataset collected from multiple real-world industrial control systems
title: A network attack detection dataset collected from multiple real-world industrial control systems

description: In the context of Industry 4.0, with the gradual shift of Industrial Control Systems (ICSs) from physical isolation to partial openness, they face severe threats from increasing network attacks. Effective detection requires high-quality ICS datasets, yet existing options remain limited in quantity and quality. In this paper, we present the ICS-NAD dataset collected in real-world ICS scenarios with three well-known ICS brands. It contains two attack traffic sample patterns and covers 20 common ICS attack types. Through feature extraction and labeling, the ICS-NAD dataset provides 60 features with complete labels. We validate its utility using 10 machine learning (ML) and deep learning (DL) classification models. The dataset comprises 245.96 GB data files, including raw ICS network traffic (PCAP format) and extracted features with labels (CSV format). It is publicly available on this website to support ICS network attack detection research in academic and engineering contexts.
description: In the context of Industry 4.0, with the gradual shift of Industrial Control Systems (ICSs) from physical isolation to partial openness, they face severe threats from increasing network attacks. Effective detection requires high-quality ICS datasets, yet existing options remain limited in quantity and quality. In this paper, we present the ICS-NAD dataset collected in real-world ICS scenarios with three well-known ICS brands. It contains two attack traffic sample patterns and covers 20 common ICS attack types. Through feature extraction and labeling, the ICS-NAD dataset provides 60 features with complete labels. We validate its utility using 10 machine learning (ML) and deep learning (DL) classification models. The dataset comprises 245.96 GB data files, including raw ICS network traffic (PCAP format) and extracted features with labels (CSV format). It is publicly available on this website to support ICS network attack detection research in academic and engineering contexts.
DOI: 10.15468/dl.bn2ppf
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lophura leucomelanos",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024454-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.28668
title: Jingmen tick virus CQ/2022 strain
title: Jingmen tick virus CQ/2022 strain

description: The genome sequence was obtained via high-throughput sequencing of a homogenate prepared from engorged Rhipicephalus microplus ticks collected in Youyang, Chongqing in 2022.
description: The genome sequence was obtained via high-throughput sequencing of a homogenate prepared from engorged Rhipicephalus microplus ticks collected in Youyang, Chongqing in 2022.
DOI: 10.15468/dl.q4g43p
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Atherinella jiloaensis)",
 "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 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024456-250802193616735/datasets/export for details.
DOI: 10.24355/dbbs.084-202504170956-0
title: Thermogravimetric And Microscale Calorimeter Data on Cast PMMA (Version 1.0)

description: Please use the latest version 2.0 of the data set available under: https://doi.org/10.24355/dbbs.084-202508070641-0 Thermogravimetric analyses (TGA) and micro-scale combustion calorimeter (MCC) experiments were carried out for a study on influences on micro-scale experiments in the context of kinetic modelling of the decomposition of cast polymethyl methacrylate (PMMA). Two different sample configurations (preparation methods) were used for the experiments: pieces and powder.
DOI: 10.5281/zenodo.15489868
title: Data for "Speech-in-noise discriminability after noise exposure: Insights from a gerbil model of acoustic trauma"

description: The data is described and published in the paper "Speech-in-noise discriminability after noise exposure: Insights from a gerbil model of acoustic trauma" by Jüchter et al. (2025).

The files contain response latencies, hit rates, false alarm rates and d'-values for the discrimination of different types of speech sounds measured in behavioral experiments with Mongolian gerbils before and after they were exposed to an acoustic trauma. Additionally, thresholds, amplitudes, latencies and slopes from auditory brainstem response (ABR) measurements and synapse counts from inner hair cells are included in the data set.
DOI: 10.5281/zenodo.15489869
title: Data for "Speech-in-noise discriminability after noise exposure: Insights from a gerbil model of acoustic trauma"

description: The data is described and published in the paper "Speech-in-noise discriminability after noise exposure: Insights from a gerbil model of acoustic trauma" by Jüchter et al. (2025).

The files contain response latencies, hit rates, false alarm rates and d'-values for the discrimination of different types of speech sounds measured in behavioral experiments with Mongolian gerbils before and after they were exposed to an acoustic trauma. Additionally, thresholds, amplitudes, latencies and slopes from auditory brainstem response (ABR) measurements and synapse counts from inner hair cells are included in the data set.
DOI: 10.15468/dl.5szhjg
title: Occurrence Download

description: A dataset containing 104 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pternistis griseostriatus)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 104 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024458-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sc2j7r
title: Occurrence Download

description: A dataset containing 20046 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pternistis erckelii)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 20046 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024457-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ux6e2n
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Camellia tunghinensis, Camellia achrysantha)"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024459-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.24403/jp.1488857
title: Bericht über das Vereinsjahr 2017 / vorgelegt von Monika Waldheim, Schriftführerin
DOI: 10.15468/dl.6n7n8k
title: Occurrence Download

description: A dataset containing 5458 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.12_1",
 "TaxonKey is Loxops coccineus"
 ]
}

 The dataset includes 5458 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024460-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.24355/dbbs.084-202508070641-0
title: Thermogravimetric And Microscale Calorimeter Data on Cast PMMA (Version 2.0)

description: Thermogravimetric analyses (TGA) and micro-scale combustion calorimeter (MCC) experiments were carried out for a study on influences on micro-scale experiments in the context of kinetic modelling of the decomposition of cast polymethyl methacrylate (PMMA). Two different sample configurations (preparation methods) were used for the experiments: pieces and powder.
DOI: 10.15468/dl.cg6qzu
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhinolophus nippon",
 "Country is China",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024461-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rhypzu
title: Occurrence Download

description: A dataset containing 1596 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.12_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Pterodroma sandwichensis"
 ]
}

 The dataset includes 1596 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024463-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b7u3gt
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Dacnis cayana)",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024465-250802193616735/datasets/export for details.
DOI: 10.15468/dl.u8xgzj
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Randia pubifolia"
 ]
}

 The dataset includes 17 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024464-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.em4nen
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Harttia panara)",
 "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 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024466-250802193616735/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.29850890
title: TAS-ISK v2 Report - Italy - Mammals

description: TAS-ISK reports for the 24 screened species of mammals for Italy
DOI: 10.6084/m9.figshare.29850890.v1
title: TAS-ISK v2 Report - Italy - Mammals

description: TAS-ISK reports for the 24 screened species of mammals for Italy
DOI: 10.15468/dl.fp4f2z
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lophura nycthemera",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 29 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024467-250802193616735/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.29850725
title: Test Data for Thermal Security Region Boundary

description: The data is provided for the paper 'Characterization of Thermal Security Region Boundary Using Local Gradient Vector Fields'. The data includes three parts including parameters of AC transmission lines, calculated boundary coefficients, and test system configures.
DOI: 10.6084/m9.figshare.29850725.v1
title: Test Data for Thermal Security Region Boundary

description: The data is provided for the paper 'Characterization of Thermal Security Region Boundary Using Local Gradient Vector Fields'. The data includes three parts including parameters of AC transmission lines, calculated boundary coefficients, and test system configures.
DOI: 10.15468/dl.aswbcq
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lophura nycthemera",
 "Country is Austria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024468-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u9hakh
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lophura nycthemera",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 66 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024469-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hchbjs
title: Occurrence Download

description: A dataset containing 238 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pternistis harwoodi)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 238 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024471-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q9faye
title: Occurrence Download

description: A dataset containing 936 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pternistis hartlaubi)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 936 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024470-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8x6fpz
title: Occurrence Download

description: A dataset containing 2769 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Piper betle"
 ]
}

 The dataset includes 2769 records from 131 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024472-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x3m8rc
title: Occurrence Download

description: A dataset containing 1272 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((11.55038 46.99473,11.51699 47.29083,11.36783 47.43999,11.09845 47.44889,10.90254 47.49564,10.94038 47.5513,10.4417 47.61363,10.32816 47.30864,10.56414 46.88119,11.55038 46.99473))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Salamandra atra"
 ]
}

 The dataset includes 1272 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024473-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.7114167
title: Databases related to molecular biophysics 09-2022

description: A survey and comparative analysis of the technical provision of existing databases that provide for archival of data from molecular biophysics experiments and closely related areas has been carried out. The analysis demonstrates that for many methods provided by MOSBRI there is no specialist provision for data archival such as would adequately satisfy FAIR principles. In particular only a small number of databases containing molecular biophysics derived data use standard data formats with sufficiently rich metadata that enables interoperable data reuse. Where relevant molecular biophysics databases do exist, and in the closely related area of structural biology, there is a clear trend toward complete deposition of the experiment life cycle (i.e., primary experimental data, analysis procedure and interpretation), which will need to be incorporated into plans for the future MOSBRI data repository. The survey also highlights many resources that would have to be linked with any future MOSBRI data repository, to ensure findability and interoperability. 
description: File
Description




biophysical-related databases.xlsx

List of considered databases


AnalysisOfTheMappingOfTheNeedsForRepositoryDatabase_20220927.pdf
Analysis of the databases as reported in MOSBRI deliverable D4.3
DOI: 10.5281/zenodo.16759057
title: Databases related to molecular biophysics 09-2022

description: A survey and comparative analysis of the technical provision of existing databases that provide for archival of data from molecular biophysics experiments and closely related areas has been carried out. The analysis demonstrates that for many methods provided by MOSBRI there is no specialist provision for data archival such as would adequately satisfy FAIR principles. In particular only a small number of databases containing molecular biophysics derived data use standard data formats with sufficiently rich metadata that enables interoperable data reuse. Where relevant molecular biophysics databases do exist, and in the closely related area of structural biology, there is a clear trend toward complete deposition of the experiment life cycle (i.e., primary experimental data, analysis procedure and interpretation), which will need to be incorporated into plans for the future MOSBRI data repository. The survey also highlights many resources that would have to be linked with any future MOSBRI data repository, to ensure findability and interoperability. 
description: File
Description




biophysical-related databases.xlsx

List of considered databases


AnalysisOfTheMappingOfTheNeedsForRepositoryDatabase_20220927.pdf
Analysis of the databases as reported in MOSBRI deliverable D4.3