cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.18130/v3/u3kh8p
title: Replication Data for: Parasite defense covaries with reproductive timing, not with resistance

description: Data for the manuscript "Parasite defense covaries with reproductive timing, not with resistance"
DOI: 10.15468/dl.v7u3yd
title: Occurrence Download

description: A dataset containing 204 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sphagnum papillosum",
 "Country is Germany",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 204 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004538-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ywduh
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Neacomys marajoara",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004540-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17700596
title: KP RC Reports b38
DOI: 10.5281/zenodo.17700594
title: KP RC Reports b38
DOI: 10.5281/zenodo.18817087
title: Clinical features of androgen abuse withdrawal in men during the first year of cessation: a community dwelling study - Supplemental Material

description: Supplemental Material
DOI: 10.5281/zenodo.17700608
title: KP RC Reports b39
DOI: 10.5281/zenodo.17700607
title: KP RC Reports b39
DOI: 10.15468/dl.euhdtk
title: Occurrence Download

description: A dataset containing 384 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sphagnum papillosum",
 "Country is Germany",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is less than 2000"
 ]
}

 The dataset includes 384 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004541-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.adep99
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Neacomys oliveirai",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004542-260226173443078/datasets/export for details.
DOI: 10.21227/jrpe-kw84
title: "Real-Time Synchrophasor Dataset Enabling AI for Secure and Resilient Power Grids"

description: "This dataset contains real-time, synchronized synchrophasor measurements acquired from industrial Phasor Measurement Units (PMUs) for power system monitoring and data-driven analysis. The voltage and frequency measurements are transmitted by a hardware PMU (SEL-421-4, functioning as a protection relay) and a Real-Time Digital Simulator (RTDS)-based GTNETx2 PMU at 50 frames\/second to the Real-Time Automation Controller (SEL-RTAC). The on-board Dynamic Disturbance Recorder (DDR) facility on the SEL-3530 RTAC was used for continuous periodic sampling (one sample every 20 ms) of streaming frequency measurements. The dataset recoded provides precise timestamps with every frame, capturing cyberphysical data integrity conditions, including (1) noisy, (2) fault resembling attack, (3) data repetition attack, (4) Man-In-the-Middle (MITM) or data manipulation attack and (5) data missing attack. These measurements accurately reflect synchronization characteristics, communication impairments, and operational signal fluctuations in power systems. Datasets are organized in structured .csv files with clearly defined metadata that describe measurement sources and operating scenarios. These datasets are intended for artificial intelligence- and data-driven-based applications: anomaly detection, data reconstruction, resilient power grid monitoring, and wide-area controls in smart grids. "
DOI: 10.15468/dl.tw86kq
title: Occurrence Download

description: A dataset containing 12141 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Herpestes ichneumon",
 "Year 2008-2025"
 ]
}

 The dataset includes 12141 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004544-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.evr8qy
title: Occurrence Download

description: A dataset containing 496 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Phyllostomus hastatus"
 ]
}

 The dataset includes 496 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004546-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s4nrvn
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Neacomys vossi",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004545-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uf2nev
title: Occurrence Download

description: A dataset containing 111 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Field Museum of Natural History (Zoology) Bird Collection",
 "TaxonKey is Athene brama"
 ]
}

 The dataset includes 111 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004547-260226173443078/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.31437949
title: Availability Data Set

description: This dataset contains a summary matrix of 42 literature studies that serve as the theoretical and empirical basis for the development of the Integrative Love Character Building (LCBI) model. Sources include the Social-Emotional Learning framework from the Collaborative for Academic, Social, and Emotional Learning (CASEL), character education by Thomas Lickona, Al-Ghazali's spiritual ethics, Urie Bronfenbrenner's developmental ecology theory, and various meta-analyses on SEL, mindfulness, empathy, cognitive-behavioral strategies, and inclusive education.<br>Each entry lists the author, year, study focus, methods, key findings, and contributions to strengthening the emotional, cognitive, and spiritual dimensions of the LCBI model.
DOI: 10.6084/m9.figshare.31437949.v1
title: Availability Data Set

description: This dataset contains a summary matrix of 42 literature studies that serve as the theoretical and empirical basis for the development of the Integrative Love Character Building (LCBI) model. Sources include the Social-Emotional Learning framework from the Collaborative for Academic, Social, and Emotional Learning (CASEL), character education by Thomas Lickona, Al-Ghazali's spiritual ethics, Urie Bronfenbrenner's developmental ecology theory, and various meta-analyses on SEL, mindfulness, empathy, cognitive-behavioral strategies, and inclusive education.<br>Each entry lists the author, year, study focus, methods, key findings, and contributions to strengthening the emotional, cognitive, and spiritual dimensions of the LCBI model.
DOI: 10.15468/dl.sjm2uk
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Diaemus youngii"
 ]
}

 The dataset includes 20 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004548-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17700621
title: KP RC Reports b40
DOI: 10.5281/zenodo.17700622
title: KP RC Reports b40
DOI: 10.15468/dl.my84wd
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Neacomys xingu",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004549-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pdckwu
title: Occurrence Download

description: A dataset containing 215 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Oligodon arnensis",
 "Year 2001-2026"
 ]
}

 The dataset includes 215 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004550-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17700640
title: KP RC Reports b42
DOI: 10.5281/zenodo.17700639
title: KP RC Reports b42
DOI: 10.6084/m9.figshare.31437964
title: 20260301_starrydata2

description: All data on Starrydata2, a database of experimental properties in the field of inorganic materials
DOI: 10.6084/m9.figshare.31437964.v1
title: 20260301_starrydata2

description: All data on Starrydata2, a database of experimental properties in the field of inorganic materials
DOI: 10.15468/dl.kzruah
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Lycodon zawi",
 "Year 2001-2026"
 ]
}

 The dataset includes 12 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004551-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34804/supra.20220629448
title: Orthogonal switching of a single supramolecular complex

description: Orthogonal switching has been achieved in supramolecular systems, in which different responses can be triggered on demand by different stimuli. Tian et al.report hostâguest heteroternary complexes with both redox- and light-responsive guests in a single, supramolecular entity.
DOI: 10.15468/dl.7s9ctv
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Hydrophis caerulescens",
 "Year 2001-2026"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004553-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tusfa8
title: Occurrence Download

description: A dataset containing 3080 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oecomys",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 3080 records from 114 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004552-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17700641
title: KP RC Reports b41
DOI: 10.5281/zenodo.17700642
title: KP RC Reports b41
DOI: 10.15468/dl.bm9q7s
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Algeria",
 "DatasetKey is one of (Naturalis Biodiversity Center (NL) - Botany, Carnet en Ligne, Herbarium Berolinense, Berlin (B), Royal Botanic Gardens, Kew - Herbarium Specimens, Phanerogamic Botanical Collections (S), Tropicos MO Specimen Data, Royal Botanic Gardens, Kew - Economic Botany Collection Specimens, Meise Botanic Garden Herbarium (BR))",
 "TaxonKey is Cedrus atlantica"
 ]
}

 The dataset includes 36 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004554-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5mjqmj
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ophisops nictans",
 "Year 2001-2026"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004555-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.97rtkz
title: Occurrence Download

description: A dataset containing 2151 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "OccurrenceStatus is Present",
 "TaxonKey is Canis lupus",
 "Year 2008-2024"
 ]
}

 The dataset includes 2151 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004556-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yzmnhg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oecomys matogrossensis",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004557-260226173443078/datasets/export for details.
DOI: 10.5281/zenodo.18674598
title: PG-SB: Benchmarking Schema Discovery for Property Graphs

description: PG-SB unifies ten datasets (five real and five synthetic) spanning the domains of social networks, neuroscience connectomes, biomedicine, finance/leaks, communications, stream analytics, and internet measurements.

For each dataset, we provide the Neo4j dataset dump, the ground-truth schema, and the corresponding type patterns observed in the data, capturing the structural variability of label and property co-occurrence.

The benchmark includes a configurable noise injection framework that:(i) randomly removes 0–40% of node and edge properties, and(ii) varies label availability across three settings: 100% (all labels retained), 50% (half retained), and 0% (no labels),resulting in a total of 150 test cases.

This Zenodo release includes the datasets (Neo4j dumps), the ground-truth schemas, the extracted type patterns, and the scripts used for computing the evaluation metrics.

All dataset resources are provided as Neo4j database dumps, named:{dataset_name}_neo4j_{neo4j-version}.dump.

The full reproducible benchmark pipeline — including noise injection, and experimental execution — is available on GitHub: https://github.com/sophisid/PG-SB
DOI: 10.5281/zenodo.17801335
title: PG-SB: Benchmarking Schema Discovery for Property Graphs

description: PG-SB unifies ten datasets (five real and five synthetic) spanning the domains of social networks, neuroscience connectomes, biomedicine, finance/leaks, communications, stream analytics, and internet measurements.

For each dataset, we provide the Neo4j dataset dump, the ground-truth schema, and the corresponding type patterns observed in the data, capturing the structural variability of label and property co-occurrence.

The benchmark includes a configurable noise injection framework that:(i) randomly removes 0–40% of node and edge properties, and(ii) varies label availability across three settings: 100% (all labels retained), 50% (half retained), and 0% (no labels),resulting in a total of 150 test cases.

This Zenodo release includes the datasets (Neo4j dumps), the ground-truth schemas, the extracted type patterns, and the scripts used for computing the evaluation metrics.

All dataset resources are provided as Neo4j database dumps, named:{dataset_name}_neo4j_{neo4j-version}.dump.

The full reproducible benchmark pipeline — including noise injection, and experimental execution — is available on GitHub: https://github.com/sophisid/PG-SB
DOI: 10.5281/zenodo.17700643
title: KP RC Reports b43
DOI: 10.5281/zenodo.17700644
title: KP RC Reports b43
DOI: 10.34740/kaggle/dsv/14996711
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.17700746
title: KP RC Reports b44
DOI: 10.5281/zenodo.17700747
title: KP RC Reports b44
DOI: 10.15468/dl.hf6hru
title: Occurrence Download

description: A dataset containing 49 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Morocco",
 "DatasetKey is Royal Botanic Garden Edinburgh Living Plant Collections (E)",
 "TaxonKey is Cedrus atlantica"
 ]
}

 The dataset includes 49 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004559-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m9qr4h
title: Occurrence Download

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

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004560-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5kg2v4
title: Occurrence Download

description: A dataset containing 218 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "NetworkKey is 99d66b6c-9087-452f-a9d4-f15f2c2d0e7e",
 "TaxonKey is Chordata"
 ]
 },
 "TaxonKey is one of (Anolis vermiculatus [GBIF Backbone Taxonomy])"
 ]
}

 The dataset includes 218 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004561-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vfdhyh
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Senoculus darwini"
 ]
}

 The dataset includes 15 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004562-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yn5p8t
title: Occurrence Download

description: A dataset containing 4161 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Myrsine guianensis"
 ]
}

 The dataset includes 4161 records from 171 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004563-260226173443078/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/14996464
title: Romeo Rosete
DOI: 10.15468/dl.7w3nj7
title: Occurrence Download

description: A dataset containing 73 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oxymycterus amazonicus",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 73 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004564-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17700781
title: KP RC Reports b45
DOI: 10.5281/zenodo.17700780
title: KP RC Reports b45
DOI: 10.15468/dl.ycp5zd
title: Occurrence Download

description: A dataset containing 6808 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Philander",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 6808 records from 175 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004565-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34804/supra.20210928330
title: A green to blue fluorescence switch of protonated 2-aminoanthracene upon inclusion in cucurbit[7]uril

description: The inclusion of protonated 2-aminoanthracene in the cavity of cucurbit[7]uril increases its pKa values in the ground and excited states, resulting in the disappearance of the green emission of the neutral excited state and the significant enhancement of the blue emissions from the protonated excited state g
DOI: 10.15468/dl.czbtnj
title: Occurrence Download

description: A dataset containing 101923 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Meles meles"
 ]
}

 The dataset includes 101923 records from 111 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004543-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xua99e
title: Occurrence Download

description: A dataset containing 502 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hagenia abyssinica"
 ]
}

 The dataset includes 502 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004567-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yenj8b
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pithecia albicans",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 15 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004568-260226173443078/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18816870
title: Dataset for article at BEL journal

description: This is a dataset of panel raw data for regressions and its results are used/presented in article "E-COMMERCE BUSINESS MODEL INNOVATION: ETHICAL BUSINESS LEADERSHIP THROUGH SERVICE ARCHITECTURE DIVERSIFICATION" for Business Ethics and Leadership (BEL) journal (https://armgpublishing.com/journals/bel/). April 2026.

Founder and publisher: Academic Research and Publishing UG, Germany.