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

description: A dataset containing 50536 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Anguilla rostrata",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 50536 records from 138 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013291-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.782996
title: Occurrence Download

description: A dataset containing 4885 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)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Enneapogon polyphyllus"
 ]
}

 The dataset includes 4885 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013366-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ckh5wn
title: Occurrence Download

description: A dataset containing 2356 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pometia pinnata",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 2356 records from 68 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013367-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18626600
title: DiabMet: A curated repository of patients-level metabolic networks and an SBML-based type 2 diabetes metabolic model

description: Website URL: https://metabolic-networks-features.biomath.work/

DiabMet: A curated repository of patients-level metabolic networks and an SBML-based type 2 diabetes metabolic model

This repository contains metabolic network features extracted from sample patient data, including Type 2 Diabetes Mellitus (T2DM)-related tissue data tissue data.

Each section includes features organized into the following schemes:

MetGraph: Original features derived from metabolic networks.
NDD (Node Distance Dependency): Features based on the distance relationships among metabolites.
TM1: First-order random walk features originating from specific metabolites and their immediate neighbors.
TM2: Second-order random walk features capturing broader metabolite neighborhood structures.
NDD+TM1: Combined features incorporating both NDD and first-order random walks.
NDD+TM1+TM2: Integrated features combining NDD, TM1, and TM2.

Graph Embedding

We employ several graph embedding algorithms, including:



Graph2Vec

GL2Vec

FeatherGraph

Netpro2Vec


These embeddings are generated using MetGraph features as the primary input source. The features within are generated by combining four patient groups (100, 200, 300, 400), two threshold settings (1_80 and 2_80), three aggregation schemes (MeanSum, MinMax, MinSum), and three embedding dimensions (64, 128, 196). So, we have 72 features within FeatherGraph, GL2Vec, Graph2Vec, and several Netpro2vec in total.
DOI: 10.5281/zenodo.18626491
title: DiabMet: A curated repository of patients-level metabolic networks and an SBML-based type 2 diabetes metabolic model

description: Website URL: https://metabolic-networks-features.biomath.work/

DiabMet: A curated repository of patients-level metabolic networks and an SBML-based type 2 diabetes metabolic model

This repository contains metabolic network features extracted from sample patient data, including Type 2 Diabetes Mellitus (T2DM)-related tissue data tissue data.

Each section includes features organized into the following schemes:

MetGraph: Original features derived from metabolic networks.
NDD (Node Distance Dependency): Features based on the distance relationships among metabolites.
TM1: First-order random walk features originating from specific metabolites and their immediate neighbors.
TM2: Second-order random walk features capturing broader metabolite neighborhood structures.
NDD+TM1: Combined features incorporating both NDD and first-order random walks.
NDD+TM1+TM2: Integrated features combining NDD, TM1, and TM2.

Graph Embedding

We employ several graph embedding algorithms, including:



Graph2Vec

GL2Vec

FeatherGraph

Netpro2Vec


These embeddings are generated using MetGraph features as the primary input source. The features within are generated by combining four patient groups (100, 200, 300, 400), two threshold settings (1_80 and 2_80), three aggregation schemes (MeanSum, MinMax, MinSum), and three embedding dimensions (64, 128, 196). So, we have 72 features within FeatherGraph, GL2Vec, Graph2Vec, and several Netpro2vec in total.
DOI: 10.15468/dl.at8g2d
title: Occurrence Download

description: A dataset containing 1060 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Indigofera trita",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 1060 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013368-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18499951
title: Differential Effects of Cost Leadership and Differentiation Strategies on SME Performance: The Mediating Role of Enterprise Risk Management Practices in Emerging Economies
DOI: 10.15468/dl.2xkytk
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lempholemma botryosum",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 26 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013369-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fnhnrk
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Apteronotus macrolepis",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013370-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25934/pr00010148
title: P02114

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.15468/dl.22uhbk
title: Occurrence Download

description: A dataset containing 16339 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cedrela odorata",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 16339 records from 487 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013372-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zvh9db
title: Occurrence Download

description: A dataset containing 1023 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)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Enneapogon purpurascens"
 ]
}

 The dataset includes 1023 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013373-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18626642
title: Delegated Action & Responsibility 2026 (Dataset, n = 344)

description: This dataset is part of the Human Clarity Institute’s AI–Human Experience 2025–2026 data series. It examines delegated digital action and responsibility attribution in AI-mediated environments, including comfort with AI delegation, monitoring behaviour, intervention thresholds, and perceived responsibility for negative outcomes.

The dataset includes:• validated 1–7 Likert-scale items• agency and decision-intervention threshold measures• behavioural monitoring and responsibility attribution indicators• multi-select variables stored as canonical semicolon-delimited snake_case tokens• open-text reflections with minimal safe cleaning (trim + newline removal only)• demographic variables across six English-speaking countries• digital life exposure (daily hours online) and AI-tool usage frequency

Data were collected on 2026-02-11 via Prolific from adults in the UK, US, Australia, Canada, New Zealand, and Ireland.All data were cleaned, anonymised, and processed under the Human Clarity Institute’s machine-readable dataset protocol, which includes:

• canonical snake_case variable naming• validated numeric ranges• standardised multi-select formats• minimal safe text cleaning• full alignment with the accompanying data dictionary• removal of Prolific IDs and timestamps• SHA-256 checksums for all files

This dataset contributes to understanding how individuals delegate decision authority to AI systems, monitor automated outputs, and assign responsibility when outcomes are uncertain or negative, supporting longitudinal tracking of agency calibration and responsibility perception in the evolving cognitive relationship between humans and AI in everyday life.
DOI: 10.15468/dl.64sesp
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lempholemma radiatum",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 32 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013374-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3pkfmw
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Compsaraia iara",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013376-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6v5gbn
title: Occurrence Download

description: A dataset containing 113 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pericopsis mooniana",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 113 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013375-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e245219
title: Medicare Physician & Other Practitioners - by Provider and Service

description: The Medicare Physician & Other Practitioners by Provider and Service dataset provides information on use, payments, and submitted charges organized by National Provider Identifier (NPI), Healthcare Common Procedure Coding System (HCPCS) code, and place of service.<br><br>This dataset is based on information gathered from CMS administrative claims data for Original Medicare Part B beneficiaries available from the CMS Chronic Conditions Data Warehouse.
description: The Physician and Other Practitioners Dataset includes data for providers that had a valid NPI and
submitted Medicare Part B non-institutional claims (excluding DMEPOS) during the reporting period. To
protect the privacy of Medicare beneficiaries, any aggregated records which are derived from 10 or fewer
beneficiaries are excluded from the Physician and Other Practitioners Dataset.
description: Physicians and other healthcare professionals who provided services and procedures to Medicare beneficiaries.<br>.
DOI: 10.3886/e245219v1
title: Medicare Physician & Other Practitioners - by Provider and Service

description: The Medicare Physician & Other Practitioners by Provider and Service dataset provides information on use, payments, and submitted charges organized by National Provider Identifier (NPI), Healthcare Common Procedure Coding System (HCPCS) code, and place of service.<br><br>This dataset is based on information gathered from CMS administrative claims data for Original Medicare Part B beneficiaries available from the CMS Chronic Conditions Data Warehouse.
description: The Physician and Other Practitioners Dataset includes data for providers that had a valid NPI and
submitted Medicare Part B non-institutional claims (excluding DMEPOS) during the reporting period. To
protect the privacy of Medicare beneficiaries, any aggregated records which are derived from 10 or fewer
beneficiaries are excluded from the Physician and Other Practitioners Dataset.
description: Physicians and other healthcare professionals who provided services and procedures to Medicare beneficiaries.<br>.
DOI: 10.15468/dl.36tydg
title: Occurrence Download

description: A dataset containing 512 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)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Enneapogon robustissimus"
 ]
}

 The dataset includes 512 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013378-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8j5na6
title: Occurrence Download

description: A dataset containing 92 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Compsaraia samueli",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 92 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013380-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gbxk9y
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lempholemma cladodes",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013377-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ngqwk
title: Occurrence Download

description: A dataset containing 4371 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Swietenia macrophylla",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 4371 records from 206 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013379-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zvcgnv
title: Occurrence Download

description: A dataset containing 13464 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pongamia pinnata",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 13464 records from 144 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013381-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mshw8s
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Peltula placodizans",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013382-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18626268
title: Environmental-Economic Accounting, Extinction Risk, and Financing: A SEEA EA Application for Forest Ecosystems in Hawaiʻi
DOI: 10.5281/zenodo.18626267
title: Environmental-Economic Accounting, Extinction Risk, and Financing: A SEEA EA Application for Forest Ecosystems in Hawaiʻi
DOI: 10.15468/dl.4gehvv
title: Occurrence Download

description: A dataset listing the 4 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "Geometry POLYGON((99.84583 28.96034,112.02084 28.85716,112.17561 33.75812,99.79424 33.75812,99.84583 28.96034))",
 "HasGeospatialIssue is false",
 "TaxonKey is Bidens pilosa"
 ]
}

 The dataset's 4 records were derived from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013363-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mdr27z
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Megadontognathus kaitukaensis",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 12 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013383-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8t6jqa
title: Occurrence Download

description: A dataset containing 13186 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tabebuia rosea",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 13186 records from 334 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013384-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yuk6d6
title: Occurrence Download

description: A dataset containing 156 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "VerbatimScientificName is Litchi chinensis Sonn."
 ]
}

 The dataset includes 156 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008863-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cvq6ps
title: Occurrence Download

description: A dataset listing the 11 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is South America",
 "Country is Brazil",
 "OccurrenceStatus is Present",
 "TaxonKey is Felidae",
 "Year 2025-2025"
 ]
}

 The dataset's 11 records were derived from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008840-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dze7pe
title: Occurrence Download

description: A dataset containing 21540853 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae",
 "InstitutionCode is iNaturalist",
 "Country is United States of America",
 "Year is greater than or equal to 2010"
 ]
}

 The dataset includes 21540853 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008817-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sffft3
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhododendron pseudochrysanthum subsp. morii (Hayata) T.Yamaz.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0190044-220831081235567/datasets/export for details.
DOI: 10.15468/dl.u8qfkw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acalypha tricolor Veitch ex Mast.",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0200542-220831081235567/datasets/export for details.