cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.sx8gjj
title: Occurrence Download

description: A dataset containing 124313 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mikania"
 ]
}

 The dataset includes 124313 records from 893 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002279-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j5893n
title: Occurrence Download

description: A dataset containing 38 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)"
 ]
 }
 },
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "Geometry POLYGON ((105.610544 14.999999, 179.999961 14.999999, 179.999961 65.08290100000001, 105.610544 65.08290100000001, 105.610544 14.999999))",
 "TaxonKey is Epinephelus fuscoguttatus"
 ]
}

 The dataset includes 38 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002323-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/6zh9-b793
title: "Supplementary Material for \u201cPGI-RUL: Prior-Guided Generative Imputation and Physics-Informed Prediction for Aero-Engine RUL\u201d"

description: "This supplementary material provides comprehensive extended experimental results and detailed technical analyses to complement the findings presented in the main manuscript. To further validate the proposed PGI-RUL framework, we include additional qualitative visualizations of remaining useful life (RUL) prediction trajectories, specifically focusing on its performance under challenging scenarios characterized by severe data sparsity and high noise levels. Furthermore, a rigorous ablation study is presented to systematically evaluate the contribution and necessity of each key module within the architecture. We also provide a thorough quantitative analysis of model complexity, parameter overhead, and computational efficiency to justify its industrial applicability. These supplementary results are intended to offer deeper insights into the robustness, interpretability, and practical feasibility of the proposed method for complex industrial prognostics and health management applications."
DOI: 10.15468/dl.kb8ujd
title: Occurrence Download

description: A dataset containing 776 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Mabuya macrorhyncha)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 776 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002324-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/obkvht
title: Taxon list of Raphidioptera from Germany compiled in the context of the GBOL project

description: http://www.diversitymobile.net/wiki/About_the_%22Taxon_list_of_Raphidioptera_from_Germany_compiled_in_the_context_of_the_GBOL_project%22
DOI: 10.15468/0thxsw
title: Taxon list of Strepsiptera from Germany compiled in the context of the GBOL project

description: http://www.diversitymobile.net/wiki/About_the_%22Taxon_list_of_Strepsiptera_from_Germany_compiled_in_the_context_of_the_GBOL_project%22
DOI: 10.15468/byg6a9
title: Taxon list of Siphonaptera from Germany compiled in the context of the GBOL project

description: http://www.diversitymobile.net/wiki/About_the_%22Taxon_list_of_Siphonaptera_from_Germany_compiled_in_the_context_of_the_GBOL_project%22
DOI: 10.15468/ck4qkn
title: Taxon list of Sternorrhyncha from Germany compiled in the context of the GBOL project

description: http://www.diversitymobile.net/wiki/About_the_%22Taxon_list_of_Sternorrhyncha_from_Germany_compiled_in_the_context_of_the_GBOL_project%22
DOI: 10.15468/oxpitw
title: Taxon list of Pscoptera from Germany compiled in the context of the GBOL project

description: http://www.diversitymobile.net/wiki/About_the_%22Taxon_list_of_Psocoptera_from_Germany_compiled_in_the_context_of_the_GBOL_project%22
DOI: 10.15468/dl.7xaxkg
title: Occurrence Download

description: A dataset containing 171 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)"
 ]
 }
 },
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "Geometry POLYGON ((105.610544 14.999999, 179.999961 14.999999, 179.999961 65.08290100000001, 105.610544 65.08290100000001, 105.610544 14.999999))",
 "TaxonKey is Epinephelus tauvina"
 ]
}

 The dataset includes 171 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002326-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qges5f
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Mabuya nigropalmata)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002330-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ev47gw
title: Occurrence Download

description: A dataset containing 37828 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Mosquito Alert Dataset"
 ]
}

 The dataset includes 37828 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002329-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b5wpfn
title: Occurrence Download

description: A dataset containing 272 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)"
 ]
 }
 },
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "Geometry POLYGON ((105.610544 14.999999, 179.999961 14.999999, 179.999961 65.08290100000001, 105.610544 65.08290100000001, 105.610544 14.999999))",
 "TaxonKey is Diagramma pictum"
 ]
}

 The dataset includes 272 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002332-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r9wyah
title: Occurrence Download

description: A dataset containing 349 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Mabuya nigropunctatum)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 349 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002333-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18779268
title: DHFI-C Knowledge Graph and Supporting Materials (Version 1.0)

description: The DHFI-C Knowledge Graph and Supporting Materials provide an ontology-guided RDF dataset for mechanism-based and condition-inclusive drug–herb–food interaction modeling.

This record contains both the semantic knowledge graph and the supporting curation materials used during dataset construction.

File contents:

• dhfi_schema_v1.ttl — Ontology schema defining DHFI-C classes, properties, and semantic relations.

• dhfi_triples_v1.ttl — RDF instance data representing curated drug–herb–food interaction statements and mechanistic context.

• dhfi_source_curation_master_v1.xlsx — Structured source-level abstraction tables used for entity normalization, interaction definition, and ontology alignment prior to ETL transformation.

• dhfi_reference_curation_table_v1.docx — Bibliographic records and curated primary studies (n = 20) supporting the interaction modeling framework.

• README.md — Dataset documentation and loading instructions.

The dataset supports transparency, reproducibility, and FAIR-aligned biomedical knowledge representation.
DOI: 10.5281/zenodo.18779269
title: DHFI-C Knowledge Graph and Supporting Materials (Version 1.0)

description: The DHFI-C Knowledge Graph and Supporting Materials provide an ontology-guided RDF dataset for mechanism-based and condition-inclusive drug–herb–food interaction modeling.

This record contains both the semantic knowledge graph and the supporting curation materials used during dataset construction.

File contents:

• dhfi_schema_v1.ttl — Ontology schema defining DHFI-C classes, properties, and semantic relations.

• dhfi_triples_v1.ttl — RDF instance data representing curated drug–herb–food interaction statements and mechanistic context.

• dhfi_source_curation_master_v1.xlsx — Structured source-level abstraction tables used for entity normalization, interaction definition, and ontology alignment prior to ETL transformation.

• dhfi_reference_curation_table_v1.docx — Bibliographic records and curated primary studies (n = 20) supporting the interaction modeling framework.

• README.md — Dataset documentation and loading instructions.

The dataset supports transparency, reproducibility, and FAIR-aligned biomedical knowledge representation.
DOI: 10.15468/dl.3t6h33
title: Occurrence Download

description: A dataset containing 54645 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 Symplocarpus"
 ]
}

 The dataset includes 54645 records from 173 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002290-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18779876
title: Asymmetric Hydrologic Alteration in Depressional Wetlands: Groundwater Pumping Preferentially Depresses Low Water Levels in Cypress Domes

description: Initial release.
DOI: 10.15468/dl.8v9a4y
title: Occurrence Download

description: A dataset containing 19 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)"
 ]
 }
 },
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "Geometry POLYGON ((105.610544 14.999999, 179.999961 14.999999, 179.999961 65.08290100000001, 105.610544 65.08290100000001, 105.610544 14.999999))",
 "TaxonKey is Saurida micropectoralis"
 ]
}

 The dataset includes 19 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002335-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.erjp5e
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Marinussaurus curupira)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002336-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a7v7pk
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",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "Geometry POLYGON ((105.610544 14.999999, 179.999961 14.999999, 179.999961 65.08290100000001, 105.610544 65.08290100000001, 105.610544 14.999999))",
 "TaxonKey is Leptomelanosoma indicum"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002337-260225131425191/datasets/export for details.
DOI: 10.15468/dl.dqbmmp
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Micrablepharus atticolus)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 44 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002339-260225131425191/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/14964970
title: Layline Shareholder activism dataset
DOI: 10.5281/zenodo.18779727
title: Remote Patient Monitoring in Heart Failure: Firm Evidence for Mortality Reduction and a Critical Geographic Evidence Gap — Systematic Review, Meta-Analysis, and Trial Sequential Analysis

description: Complete data, analysis code, and outputs for a systematic review and meta-analysis evaluating remote patient monitoring (structured telephone support, non-invasive telemonitoring, and invasive hemodynamic monitoring) versus usual care in adults with heart failure.

63 RCTs were identified (57 poolable; ~22,000 participants) from PubMed/MEDLINE, Cochrane CENTRAL, ClinicalTrials.gov, and WHO ICTRP through February 2026.

Key findings:





All-cause mortality: RR 0.890 (95% CI 0.819–0.966; P=0.007; I²=2.3%; k=41; NNT 84/year)




HF hospitalization: RR 0.800 (95% CI 0.729–0.878; P<0.001; I²=45.7%; k=37; NNT 19/year)




Trial sequential analysis confirmed firm evidence for the mortality benefit




No interaction by RPM type (P_interaction = 0.24–0.34)




GRADE: moderate certainty for mortality, low for HF hospitalization



Repository contents:





Raw database exports and screening data (phases 1–3)




Data extraction form (63 studies, 185 variables) with data dictionary




R analysis pipeline (15 scripts, fully reproducible)




All output figures (forest plots, funnel plots, TSA, RoB) and tables




Manuscript source (Rmd), references, and rendering template




PROSPERO protocol and search strategies



 

To reproduce: cd scripts/R/ && Rscript run_all.R

PROSPERO Registration: CRD420261323628
DOI: 10.5281/zenodo.18779726
title: Remote Patient Monitoring in Heart Failure: Firm Evidence for Mortality Reduction and a Critical Geographic Evidence Gap — Systematic Review, Meta-Analysis, and Trial Sequential Analysis

description: Complete data, analysis code, and outputs for a systematic review and meta-analysis evaluating remote patient monitoring (structured telephone support, non-invasive telemonitoring, and invasive hemodynamic monitoring) versus usual care in adults with heart failure.

63 RCTs were identified (57 poolable; ~22,000 participants) from PubMed/MEDLINE, Cochrane CENTRAL, ClinicalTrials.gov, and WHO ICTRP through February 2026.

Key findings:





All-cause mortality: RR 0.890 (95% CI 0.819–0.966; P=0.007; I²=2.3%; k=41; NNT 84/year)




HF hospitalization: RR 0.800 (95% CI 0.729–0.878; P<0.001; I²=45.7%; k=37; NNT 19/year)




Trial sequential analysis confirmed firm evidence for the mortality benefit




No interaction by RPM type (P_interaction = 0.24–0.34)




GRADE: moderate certainty for mortality, low for HF hospitalization



Repository contents:





Raw database exports and screening data (phases 1–3)




Data extraction form (63 studies, 185 variables) with data dictionary




R analysis pipeline (15 scripts, fully reproducible)




All output figures (forest plots, funnel plots, TSA, RoB) and tables




Manuscript source (Rmd), references, and rendering template




PROSPERO protocol and search strategies



 

To reproduce: cd scripts/R/ && Rscript run_all.R

PROSPERO Registration: CRD420261323628
DOI: 10.15468/dl.pjavzn
title: Occurrence Download

description: A dataset containing 128 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)"
 ]
 }
 },
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "Geometry POLYGON ((105.610544 14.999999, 179.999961 14.999999, 179.999961 65.08290100000001, 105.610544 65.08290100000001, 105.610544 14.999999))",
 "TaxonKey is Polydactylus sextarius"
 ]
}

 The dataset includes 128 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002340-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4zupqr
title: Occurrence Download

description: A dataset containing 225 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Micrablepharus maximiliani)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 225 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002341-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7gsdzx
title: Occurrence Download

description: A dataset containing 72541 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lepomis cyanellus"
 ]
}

 The dataset includes 72541 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002188-260225131425191/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.31418465.v1
title: Spatial learning in humbug damselfish - T-maze task raw data

description: We tested whether structural habitat complexity (Treatment: High-complexity HC vs. Low-complexity LC) influences spatial learning and strategy use in the humbug damselfish (<i>Dascyllus aruanus</i>). Juveniles were reared in aquaria containing either high- or low-complexity coral structures and trained in a T-maze task, requiring the use of egocentric (turn-based) and/or allocentric (landmark-based) strategies to locate a reward. Performance was assessed using the number of trials to reach a learning criterion and latency to make correct decisions. Probe trials with conflicting cues assessed navigation strategies.
DOI: 10.6084/m9.figshare.31418465
title: Spatial learning in humbug damselfish - T-maze task raw data

description: We tested whether structural habitat complexity (Treatment: High-complexity HC vs. Low-complexity LC) influences spatial learning and strategy use in the humbug damselfish (<i>Dascyllus aruanus</i>). Juveniles were reared in aquaria containing either high- or low-complexity coral structures and trained in a T-maze task, requiring the use of egocentric (turn-based) and/or allocentric (landmark-based) strategies to locate a reward. Performance was assessed using the number of trials to reach a learning criterion and latency to make correct decisions. Probe trials with conflicting cues assessed navigation strategies.
DOI: 10.15468/dl.aabj46
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",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "Geometry POLYGON ((105.610544 14.999999, 179.999961 14.999999, 179.999961 65.08290100000001, 105.610544 65.08290100000001, 105.610544 14.999999))",
 "TaxonKey is Sparidentex hasta"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002342-260225131425191/datasets/export for details.
DOI: 10.15468/dl.2j8wn8
title: Occurrence Download

description: A dataset containing 1000 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Neusticurus bicarinatus)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1000 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002343-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.epv53m
title: Occurrence Download

description: A dataset containing 17161 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aquila hastata"
 ]
}

 The dataset includes 17161 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002344-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.smhdf6
title: Occurrence Download

description: A dataset containing 12022 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((144.50157 -38.2393,145.68405 -38.2393,145.68405 -36.67986,144.50157 -36.67986,144.50157 -38.2393))",
 "TaxonKey is Callocephalon fimbriatum",
 "Year 1986-2026"
 ]
}

 The dataset includes 12022 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002345-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qktv5a
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",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "Geometry POLYGON ((105.610544 14.999999, 179.999961 14.999999, 179.999961 65.08290100000001, 105.610544 65.08290100000001, 105.610544 14.999999))",
 "TaxonKey is Denticeps clupeoides"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002347-260225131425191/datasets/export for details.
DOI: 10.15468/ofzao7
title: Taxon list of Auchenorrhyncha from Germany compiled in the context of the GBOL project

description: http://www.diversitymobile.net/wiki/About_%22Taxon_list_of_Auchenorrhyncha_from_Germany_compiled_in_the_context_of_the_GBOL_project%22
DOI: 10.15468/qlcksr
title: Taxon list of Protura from Germany compiled in the context of the GBOL project

description: http://www.diversitymobile.net/wiki/About_the_%22Taxon_list_of_Protura_from_Germany_compiled_in_the_context_of_the_GBOL_project%22
DOI: 10.15468/g5jgif
title: Taxon list of Megaloptera from Germany compiled in the context of the GBOL project

description: http://www.diversitymobile.net/wiki/About_the_%22Taxon_list_of_Megaloptera_from_Germany_compiled_in_the_context_of_the_GBOL_project%22