cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.aefk23
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is one of (Collection Aves (bird skins) SMF, Field Museum of Natural History (Zoology) Bird Collection, Xeno-canto - Bird sounds from around the world, University of Michigan Museum of Zoology, Division of Birds, KUBI Ornithology Collection)",
 "OccurrenceStatus is Present",
 "TaxonKey is Alectrurus tricolor"
 ]
}

 The dataset includes 39 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005305-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6rdgwb
title: Occurrence Download

description: A dataset containing 7135 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is one of (Inga cardozana, Inga pauciflora, Inga balsapambensis, Inga saltensis, Inga cocleensis, Inga ornata, Inga ursi, Inga vera, Inga ingoides, Inga adenophylla, Inga stenopoda, Inga chocoensis, Inga carinata, Inga xalapensis, Inga oerstediana, Inga edulis, Inga insignis, Inga subnuda, Inga longipes, Inga affinis, Inga coprocarpa)"
 ]
}

 The dataset includes 7135 records from 275 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005303-260120142942310/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.31129420
title: ligands_10k_supplementary data for<b> Information Force Framework: A Conceptual Model for Ligand Ranking in Drug Design</b>

description: This paper presents a proof-of-concept framework for rapid, interpretable ligand ranking based on information vector theory and ordinary differential equations (ODEs). The method represents molecular properties (pIC50, selectivity, LogP, molecular weight, TPSA, and metabolic clearance) as vectors in semantic space.Ligand candidates are evaluated using weighted-ratio-based normalization toward target properties, generating a force that drives the ODE dynamics describing protein-ligand binding.The resulting Vector Convergence Factor (VCF) and the weighted distance metric provide a transparent, actionable ranking with computational complexity $O(n)$. Empirical validation in a high-throughput data set of 10,000 synthetic ligands produces a strong global correlation ($r \approx 0.99$, $p &lt; 0.001$) between the relative deviation based on the ratio and the distance calculated by the model. Crucially, further analysis reveals that this correlation decreases significantly ($r \approx 0.87$) for the top 5\% of candidates, indicating that the ODE-based model offers distinct, nonlinear discrimination capabilities in the critical lead-optimization zone.The approach demonstrates full interpretability and exceptional scalability, processing 10,000 ligands in approximately 5 milliseconds.
DOI: 10.6084/m9.figshare.31129420.v1
title: ligands_10k_supplementary data for<b> Information Force Framework: A Conceptual Model for Ligand Ranking in Drug Design</b>

description: This paper presents a proof-of-concept framework for rapid, interpretable ligand ranking based on information vector theory and ordinary differential equations (ODEs). The method represents molecular properties (pIC50, selectivity, LogP, molecular weight, TPSA, and metabolic clearance) as vectors in semantic space.Ligand candidates are evaluated using weighted-ratio-based normalization toward target properties, generating a force that drives the ODE dynamics describing protein-ligand binding.The resulting Vector Convergence Factor (VCF) and the weighted distance metric provide a transparent, actionable ranking with computational complexity $O(n)$. Empirical validation in a high-throughput data set of 10,000 synthetic ligands produces a strong global correlation ($r \approx 0.99$, $p &lt; 0.001$) between the relative deviation based on the ratio and the distance calculated by the model. Crucially, further analysis reveals that this correlation decreases significantly ($r \approx 0.87$) for the top 5\% of candidates, indicating that the ODE-based model offers distinct, nonlinear discrimination capabilities in the critical lead-optimization zone.The approach demonstrates full interpretability and exceptional scalability, processing 10,000 ligands in approximately 5 milliseconds.
DOI: 10.15468/dl.xjetzr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "SpeciesKey is not null",
 "TaxonId is not null",
 "OccurrenceId is not null",
 "GbifId is not null",
 "Country is one of (United States of America)",
 "EventDate is greater than or equal to 2026-01-12",
 "EventDate is less than or equal to 2026-02-11",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005307-260120142942310/datasets/export for details.
DOI: 10.15468/dl.54b96n
title: Occurrence Download

description: A dataset containing 10907 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)"
 ]
 }
 },
 "TaxonKey is Lepisosteus osseus"
 ]
}

 The dataset includes 10907 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005309-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.enh52r
title: Occurrence Download

description: A dataset containing 4782622 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Calypte anna"
 ]
}

 The dataset includes 4782622 records from 133 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005276-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zvpt5r
title: Occurrence Download

description: A dataset containing 83126 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Micropterus dolomieu, Oxyura maccoa, Poecilia latipinna)",
 "BasisOfRecord is one of (Observation, Human Observation, Material sample, Specimen, Machine Observation, Occurrence evidence)",
 "Year is greater than or equal to 1971",
 "Year is less than or equal to 2025",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than or equal to 5000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 83126 records from 124 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005247-260120142942310/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/14585712
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.fw6qc5
title: Occurrence Download

description: A dataset containing 3364 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vachellia campeachiana"
 ]
}

 The dataset includes 3364 records from 131 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005310-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q5yqmy
title: Occurrence Download

description: A dataset containing 359 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)"
 ]
 }
 },
 "TaxonKey is Plectocomia Mart. & Blume"
 ]
}

 The dataset includes 359 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013756-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4mnxkc
title: Occurrence Download

description: A dataset listing the 1923 species recorded in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Geometry POLYGON((2.61804 41.81267,2.71364 41.81267,2.71364 41.88104,2.61804 41.88104,2.61804 41.81267))",
 "Geometry POLYGON((2.61775 41.81112,2.7245 41.81112,2.7245 41.89435,2.61775 41.89435,2.61775 41.81112))"
 ]
 },
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2014-2025"
 ]
}

 The dataset's 1923 records were derived from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013752-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17719321
title: SARS-CoV-2 Infektionen in Deutschland

description: Im Datensatz "SARS-CoV-2 Infektionen in Deutschland" des Robert Koch-Instituts werden die Daten basierend auf Meldungen zu SARS-CoV-2 Infektionen nach dem Infektionsschutzgesetz (IfSG) bereitgestellt. Darin enthalten sind Informationen auf Landkreisebene zu bestätigten Infektionen, Todesfällen und Genesungen, differenziert nach Altersgruppen und Geschlecht. Diese Daten dienen als Grundlage für epidemiologische Bewertungen und gesundheitspolitische Maßnahmen.
DOI: 10.15468/dl.secnvr
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.HKG",
 "OccurrenceStatus is Present",
 "TaxonKey is Ruppia maritima"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009094-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m3cxjb
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.HKG",
 "OccurrenceStatus is Present",
 "TaxonKey is Halophila ovalis"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009095-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ztuuhs
title: Occurrence Download

description: A dataset containing 432 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pistia stratiotes",
 "GadmGid is one of (USA.6_1, USA.17_1, USA.27_1, USA.28_1, USA.32_1, USA.35_1, USA.37_1, USA.42_1, USA.44_1, USA.51_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Machine Observation)"
 ]
}

 The dataset includes 432 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009096-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vazp4h
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "TaxonKey is Cirrhaea nasuta"
 ]
}

 The dataset includes 14 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009097-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gkhg9h
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hypostomus plecostomus",
 "GadmGid is one of (USA.6_1, USA.17_1, USA.27_1, USA.28_1, USA.32_1, USA.35_1, USA.37_1, USA.42_1, USA.44_1, USA.51_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Machine Observation)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009098-251120083545085/datasets/export for details.
DOI: 10.15468/dl.jsn4ve
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((114.43466 22.31035,114.45542 22.45109,114.35856 22.51502,114.2271 22.56614,114.06106 22.49584,113.93652 22.34783,113.77526 22.19773,113.90671 22.0952,114.37718 22.12724,114.43466 22.31035))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Zostera japonica"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009100-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xmzm85
title: Occurrence Download

description: A dataset containing 2848 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bradypus",
 "Year 2020-2025"
 ]
}

 The dataset includes 2848 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009101-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wqx75m
title: Occurrence Download

description: A dataset containing 642 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Poa pratensis",
 "GadmGid is one of (USA.6_1, USA.17_1, USA.27_1, USA.28_1, USA.32_1, USA.35_1, USA.37_1, USA.42_1, USA.44_1, USA.51_1)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Human Observation, Machine Observation)"
 ]
}

 The dataset includes 642 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009102-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rxeerp
title: Occurrence Download

description: A dataset containing 94 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Kazakhstan",
 "Geometry POLYGON((26.21280 24.99390,128.78720 24.99390,128.78720 66.00610,26.21280 66.00610,26.21280 24.99390))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Nanophyton erinaceum"
 ]
}

 The dataset includes 94 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009103-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18150/zjdfxy
title: Data for the article titled „Rudolph Brilloff, the Olympic Games, and Salto Mortale in Circus Performances in the Grand Duchy of Posen”

description: Zbiór danych badawczych związanych z publikacją w otwartym dostępie: Mateusz Rozmiarek (2024). „Rudolph Brilloff, the Olympic Games, and Salto Mortale in Circus Performances in the Grand Duchy of Posen”, Physical Activity Review, 12(1), 59-71, DOI: 10.16926/par.2024.12.06.
DOI: 10.5281/zenodo.17719471
title: COVID-19-Hospitalisierungen in Deutschland

description: Im Datensatz "COVID-19-Hospitalisierungen in Deutschland" des Robert Koch-Institutswerden täglich aktualisierte Informationen zu Hospitalisierungen im Zusammenhang mit COVID-19 basierend auf den Meldungen nach dem Infektionsschutzgesetz (IfSG) bereitgestellt. Neben tagesaktuellen Fallzahlen und Inzidenzen auf Bundes- und Länderebene enthält der Datensatz auch modellgestützte Schätzungen verzögert gemeldeter Hospitalisierungen mittels Nowcasting. Ziel ist es, die tatsächliche Belastung des Gesundheitssystems durch COVID-19 besser abzubilden, insbesondere durch die Berechnung adjustierter 7-Tage-Hospitalisierungsinzidenzen.
DOI: 10.6084/m9.figshare.30627446
title: VECROsim Dataset

description: The dataset released as part of the <b>VECROsim</b> paper provides a comprehensive collection of multi-modal observability data - metrics, logs, and distributed traces - captured from a microservice-based system under both normal and fault-injected conditions. Designed to support research on performance analysis, failure characterization, and anomaly detection in microservices, the dataset includes diverse fault types, controlled scenario variations, and rich system telemetry. This makes it a valuable benchmark for evaluating system reliability and diagnostic techniques.
DOI: 10.6084/m9.figshare.30627446.v1
title: VECROsim Dataset

description: The dataset released as part of the <b>VECROsim</b> paper provides a comprehensive collection of multi-modal observability data - metrics, logs, and distributed traces - captured from a microservice-based system under both normal and fault-injected conditions. Designed to support research on performance analysis, failure characterization, and anomaly detection in microservices, the dataset includes diverse fault types, controlled scenario variations, and rich system telemetry. This makes it a valuable benchmark for evaluating system reliability and diagnostic techniques.
DOI: 10.57903/uj/4an0zi
title: When one sign is not enough : an exploratory study of toponymic variation in Polish Sign Language (PJM)

description: This dataset contains 47 video recordings of Polish Sign Language (PJM) name signs for European countries, collected for a study on polyonymy and lexical variation in PJM.
DOI: 10.15468/dl.bxyfk7
title: Occurrence Download

description: A dataset containing 2087083 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Hong Kong",
 "GadmGid is CHN.HKG",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 2087083 records from 288 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009080-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sdn4zf
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Kazakhstan",
 "Geometry POLYGON((22.40202 23.66759,101.59798 23.66759,101.59798 55.33241,22.40202 55.33241,22.40202 23.66759))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Salsola orientalis"
 ]
}

 The dataset includes 14 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009106-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4sy3ch
title: Occurrence Download

description: A dataset containing 124 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Censo de aves en el Parque Nacional Natural Serranía de los Yariguíes para el 2010"
 ]
}

 The dataset includes 124 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009107-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ey7rey
title: Occurrence Download

description: A dataset containing 274654 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dictyotales"
 ]
}

 The dataset includes 274654 records from 787 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009090-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17556197
title: Market intelligence for exporting agricultural products to for-eign markets: A PRISMA-based bibliometric and systematic review

description: International trade in agri-food products faces growing challenges related to price volatility, trade barriers and information asymmetries, which restrict the competitiveness of exporting companies.  This is where market intelligence (MI) becomes a tool for strengthening international marketing processes through the collection and analysis of information for decision-making.  The objective was to determine the effectiveness of the use of market intelligence implemented by agricultural product exporting companies through a bibliometric analysis and a systematic review of the scientific literature. The search methodology was developed in the Scopus, Dimensions and Web of Science databases, using the PRISMA 2020 statement to ensure the methodology.  The final corpus comprised 83 articles selected from 1960 to 2024. The data demonstrate that scientific production in MI has been increasing since 2018, with the majority being produced in countries such as the United States, China and the United Kingdom. A tripartite structure was identified, encompassing three thematic blocks: conceptual bases of IM, strategic applications in agro-exports, and effects on export performance. It was determined that IM strengthens international competitiveness by reducing uncertainty and guiding strategic decisions. However, its use in the agro-export sector is still limited, especially in Latin America, where there are technological and institutional gaps.
DOI: 10.5281/zenodo.17556196
title: Market intelligence for exporting agricultural products to for-eign markets: A PRISMA-based bibliometric and systematic review

description: International trade in agri-food products faces growing challenges related to price volatility, trade barriers and information asymmetries, which restrict the competitiveness of exporting companies.  This is where market intelligence (MI) becomes a tool for strengthening international marketing processes through the collection and analysis of information for decision-making.  The objective was to determine the effectiveness of the use of market intelligence implemented by agricultural product exporting companies through a bibliometric analysis and a systematic review of the scientific literature. The search methodology was developed in the Scopus, Dimensions and Web of Science databases, using the PRISMA 2020 statement to ensure the methodology.  The final corpus comprised 83 articles selected from 1960 to 2024. The data demonstrate that scientific production in MI has been increasing since 2018, with the majority being produced in countries such as the United States, China and the United Kingdom. A tripartite structure was identified, encompassing three thematic blocks: conceptual bases of IM, strategic applications in agro-exports, and effects on export performance. It was determined that IM strengthens international competitiveness by reducing uncertainty and guiding strategic decisions. However, its use in the agro-export sector is still limited, especially in Latin America, where there are technological and institutional gaps.