cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.r6nyhq
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Armatella",
 "HasCoordinate is true"
 ]
}

 The dataset includes 19 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004436-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.79nesx
title: Occurrence Download

description: A dataset containing 241 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Erigeron calcicola"
 ]
}

 The dataset includes 241 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004437-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.3542097
title: S24 | HUMANNEUROTOX | List of Human Neurotoxins

description: A set of chemicals listed as neurotoxicants by Grandjean and Landrigan, DOI: 10.1016/S0140-6736(06)69665-7. List provided by Emma Schymanski/Antony Williams.

Nov 14 update: added CSV
DOI: 10.5281/zenodo.2648768
title: S24 | HUMANNEUROTOX | List of Human Neurotoxins

description: A set of chemicals listed as neurotoxicants by Grandjean and Landrigan, DOI: 10.1016/S0140-6736(06)69665-7. List provided by Emma Schymanski/Antony Williams.

Nov 14 update: added CSV
DOI: 10.5281/zenodo.17692582
title: Collaborative Pedagogies in Primary Physical Education: A Comparative Analysis of Tandem Teaching Models in North Macedonia and Slovakia

description: This study rigorously compares the perceptions and operational differences of generalist teachers within two distinct national tandem teaching models in primary Physical Education (PE): the rotational sports coach-generalist teacher model in Slovakia and the sustained PE specialist-generalist teacher model in North Macedonia. The research examines implementation quality, systemic support, task division, benefits, and challenges. A questionnaire was completed by 618 generalist teachers from Slovakia (n = 314) and North Macedonia (n = 304). Both countries exhibited a similarly high overall positive perception of the tandem concept (p = 0.240). However, t-tests showed significant differences in systemic support, with North Macedonian teachers reporting implementation as more structured and better supported (p ≤ 0.012). Chi-square analysis and Cramér’s V tests demonstrated highly significant differences (p < 0.001) in role division. The Slovak model features vertical specialization, where generalist teachers often report being "not involved at all" in core planning (31.5%), with the largest differences in strategic and administrative areas (e.g., communication with parents, V ≥ 0.495). Conversely, the North Macedonian model shows more shared responsibility and collaborative practice, with teachers reporting higher involvement in planning and execution. The most prominent common challenges included a lack of space and facilities, as well as the need for dedicated co-planning time. To optimize collaborative teaching, policy recommendations should incorporate North Macedonia's tandem structure (sustained collaboration with an internal PE specialist) and systematic support, along with Slovakia's clarity in administrative delegation, reinforced by mandated infrastructure investment and dedicated co-planning time.
DOI: 10.5281/zenodo.17692583
title: Collaborative Pedagogies in Primary Physical Education: A Comparative Analysis of Tandem Teaching Models in North Macedonia and Slovakia

description: This study rigorously compares the perceptions and operational differences of generalist teachers within two distinct national tandem teaching models in primary Physical Education (PE): the rotational sports coach-generalist teacher model in Slovakia and the sustained PE specialist-generalist teacher model in North Macedonia. The research examines implementation quality, systemic support, task division, benefits, and challenges. A questionnaire was completed by 618 generalist teachers from Slovakia (n = 314) and North Macedonia (n = 304). Both countries exhibited a similarly high overall positive perception of the tandem concept (p = 0.240). However, t-tests showed significant differences in systemic support, with North Macedonian teachers reporting implementation as more structured and better supported (p ≤ 0.012). Chi-square analysis and Cramér’s V tests demonstrated highly significant differences (p < 0.001) in role division. The Slovak model features vertical specialization, where generalist teachers often report being "not involved at all" in core planning (31.5%), with the largest differences in strategic and administrative areas (e.g., communication with parents, V ≥ 0.495). Conversely, the North Macedonian model shows more shared responsibility and collaborative practice, with teachers reporting higher involvement in planning and execution. The most prominent common challenges included a lack of space and facilities, as well as the need for dedicated co-planning time. To optimize collaborative teaching, policy recommendations should incorporate North Macedonia's tandem structure (sustained collaboration with an internal PE specialist) and systematic support, along with Slovakia's clarity in administrative delegation, reinforced by mandated infrastructure investment and dedicated co-planning time.
DOI: 10.15468/dl.gm3x6j
title: Occurrence Download

description: A dataset containing 960 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Erigeron canadensis"
 ]
}

 The dataset includes 960 records from 84 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004438-251120083545085/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.30689447
title: Emotional Provenance Learning (EPL) v2.0: An AI Paradigm for Emotional Memory, Cultural Heritage Preservation, and Empathic Reasoning

description: <b>Emotional Provenance Learning (EPL) v2.0</b>, created by <i>Papillon Pearl – Charlotte Maijala</i>, introduces a new interdisciplinary framework for modeling how humans create, assign, preserve, and inherit emotional meaning across objects, stories, memories, and cultural artifacts. EPL expands beyond traditional affective computing by modeling emotional causality, attachment, lineage continuity, and cultural memory, allowing emotional meaning to be represented as a structured and preservable form of knowledge.Version 2.0 formalizes the core architecture of EPL through four major components:<b>• Emotional Provenance Ledger (EPL™)</b>A structured emotional-memory architecture for encoding emotional context, lineage, narrative events, trauma, restoration, cultural identity, and intergenerational memory transfer.<b>• Emotional Provenance Standard (EPS v1.0 → v2 Integration)</b>A global emotional-metadata standard informed by:<br><b>IEEE 7014</b>, <b>ISO/IEC 30150-31</b>, <b>CIDOC-CRM</b>, and <b>UNESCO Intangible Cultural Heritage</b> principles.<br>EPS establishes ethical guidelines for emotional memory encoding, trauma-safe handling, lineage preservation, and cross-cultural emotional interpretation.<b>• World Emotional Object Graph (WEO Graph)</b>A multi-layered knowledge graph that maps emotional meaning across owners, families, communities, cultures, migrations, and generations. WEO represents emotional markers as nodes, lineage shifts as edges, and emotional intensity through weighted transitions and density indices.<b>• Emotional Lineage Modeling</b>A method for tracing how emotional significance evolves across time. This includes legacy lineage, interrupted lineage, migratory lineage, rewritten meaning, mythic expansion, and communal or ancestral emotional memory.EPL v2.0 establishes emotional provenance as a new field uniting <b>artificial intelligence, psychology, memory science, anthropology, cultural heritage preservation, and narrative theory</b>. It enables:emotional memory preservationcultural and heritage continuityAI empathy modelingdigital heritage reconstructionAlzheimer’s and cognitive support applicationsmuseum and auction provenance enhancementidentity continuity modelingEPL positions emotional meaning as a <b>computable, traceable, culturally anchored form of human knowledge</b> and provides the foundational architecture for future AI systems capable of understanding human identity, memory, and story at depth.
DOI: 10.6084/m9.figshare.30689447.v1
title: Emotional Provenance Learning (EPL) v2.0: An AI Paradigm for Emotional Memory, Cultural Heritage Preservation, and Empathic Reasoning

description: <b>Emotional Provenance Learning (EPL) v2.0</b>, created by <i>Papillon Pearl – Charlotte Maijala</i>, introduces a new interdisciplinary framework for modeling how humans create, assign, preserve, and inherit emotional meaning across objects, stories, memories, and cultural artifacts. EPL expands beyond traditional affective computing by modeling emotional causality, attachment, lineage continuity, and cultural memory, allowing emotional meaning to be represented as a structured and preservable form of knowledge.Version 2.0 formalizes the core architecture of EPL through four major components:<b>• Emotional Provenance Ledger (EPL™)</b>A structured emotional-memory architecture for encoding emotional context, lineage, narrative events, trauma, restoration, cultural identity, and intergenerational memory transfer.<b>• Emotional Provenance Standard (EPS v1.0 → v2 Integration)</b>A global emotional-metadata standard informed by:<br><b>IEEE 7014</b>, <b>ISO/IEC 30150-31</b>, <b>CIDOC-CRM</b>, and <b>UNESCO Intangible Cultural Heritage</b> principles.<br>EPS establishes ethical guidelines for emotional memory encoding, trauma-safe handling, lineage preservation, and cross-cultural emotional interpretation.<b>• World Emotional Object Graph (WEO Graph)</b>A multi-layered knowledge graph that maps emotional meaning across owners, families, communities, cultures, migrations, and generations. WEO represents emotional markers as nodes, lineage shifts as edges, and emotional intensity through weighted transitions and density indices.<b>• Emotional Lineage Modeling</b>A method for tracing how emotional significance evolves across time. This includes legacy lineage, interrupted lineage, migratory lineage, rewritten meaning, mythic expansion, and communal or ancestral emotional memory.EPL v2.0 establishes emotional provenance as a new field uniting <b>artificial intelligence, psychology, memory science, anthropology, cultural heritage preservation, and narrative theory</b>. It enables:emotional memory preservationcultural and heritage continuityAI empathy modelingdigital heritage reconstructionAlzheimer’s and cognitive support applicationsmuseum and auction provenance enhancementidentity continuity modelingEPL positions emotional meaning as a <b>computable, traceable, culturally anchored form of human knowledge</b> and provides the foundational architecture for future AI systems capable of understanding human identity, memory, and story at depth.
DOI: 10.34740/kaggle/dsv/13842638
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.fque6r
title: Occurrence Download

description: A dataset containing 857 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "TaxonKey is Lutzomyia shannoni"
 ]
}

 The dataset includes 857 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004439-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dq76xw
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dictyonella",
 "HasCoordinate is true"
 ]
}

 The dataset includes 12 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004441-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.be7s48
title: Occurrence Download

description: A dataset containing 396 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Dasyatis pastinaca"
 ]
}

 The dataset includes 396 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004440-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zy4s9u
title: Occurrence Download

description: A dataset containing 1529 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tabebuia insignis"
 ]
}

 The dataset includes 1529 records from 116 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004443-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cmvyun
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Dasyatis tortonesei"
 ]
}

 The dataset includes 20 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004444-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.2648775
title: S25 | OECDPFAS | List of PFAS from the OECD

description: List of PFAS (per- and polyfluoroalkyl substances) from the OECD, provided by Zhanyun Wang. PFAS are a group of man-made chemicals that includes PFOA, PFOS, GenX, and many other chemicals. Details in this OECD Monograph. Extensive registration and curation performed by CompTox Dashboard team (see CompTox files). Dataset DOI: 10.5281/zenodo.2648775.

Nov 14 update: added CSV. Feb 6, 2020: minor SMILES corrections in CSV for PubChem upload. 12 Mar 2022: corrected structure for DTXSID90703694.
description: For more details and authorship information see OECD Monograph
DOI: 10.5281/zenodo.6349061
title: S25 | OECDPFAS | List of PFAS from the OECD

description: List of PFAS (per- and polyfluoroalkyl substances) from the OECD, provided by Zhanyun Wang. PFAS are a group of man-made chemicals that includes PFOA, PFOS, GenX, and many other chemicals. Details in this OECD Monograph. Extensive registration and curation performed by CompTox Dashboard team (see CompTox files). Dataset DOI: 10.5281/zenodo.2648775.

Nov 14 update: added CSV. Feb 6, 2020: minor SMILES corrections in CSV for PubChem upload. 12 Mar 2022: corrected structure for DTXSID90703694.
description: For more details and authorship information see OECD Monograph
DOI: 10.15468/dl.mtvf79
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pododimeria",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004445-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17691632
title: Oikopleura+Copepod_threat response_part I
DOI: 10.5281/zenodo.17691631
title: Oikopleura+Copepod_threat response_part I
DOI: 10.15468/dl.c6umrn
title: Occurrence Download

description: A dataset listing the 528 species recorded in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-90.86097 14.22642,-90.74027 14.22642,-90.74027 14.32466,-90.86097 14.32466,-90.86097 14.22642))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 528 records were derived from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004429-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.98zmyp
title: Occurrence Download

description: A dataset containing 82 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Limnoperna fortunei"
 ]
}

 The dataset includes 82 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004448-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5cc5qn
title: Occurrence Download

description: A dataset containing 29099 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is RHS rosemary beetle (Chrysolina americana) monitoring"
 ]
}

 The dataset includes 29099 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004447-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vzeamy
title: Occurrence Download

description: A dataset containing 777 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bryochiton",
 "HasCoordinate is true"
 ]
}

 The dataset includes 777 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004449-251120083545085/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/13842672
title: Market Prices of Commodities in South Tangerang
DOI: 10.15468/dl.3zsrgu
title: Occurrence Download

description: A dataset containing 746 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Erigeron longipes"
 ]
}

 The dataset includes 746 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004450-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5y4nxs
title: Occurrence Download

description: A dataset containing 1059 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Epibryon",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1059 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004451-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nrq548
title: Occurrence Download

description: A dataset containing 507 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Erigeron pubescens"
 ]
}

 The dataset includes 507 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004453-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.weuv2c
title: Occurrence Download

description: A dataset containing 18797 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation, Material sample, Material citation)",
 "Continent is Europe",
 "Issue is one of (Continent derived from coordinates, Country derived from coordinates)",
 "OccurrenceStatus is Present",
 "TaxonKey is Myotis capaccinii",
 "Year 1980-2025"
 ]
}

 The dataset includes 18797 records from 195 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004452-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26301/2dgx-dh78
title: Acania

description: In collaboration with UC Berkeleyâ€™s Pacific Earthquake Engineering Research Center (PEER), CyArk used a Leica ScanStation 2 to scan the shipâ€™s interior hull and frame ribs. The scan data has been used to create precise computer-aided design (CAD) drawings, allowing steel experts to create a 3D model of the hul. The projectâ€™s goal was to remanufacture and eventually replace those hull plates, many of which were badly damaged. The restoration of the Acania was completed sometime in 2010, in time for the 80th birthday of the vessel.
description: The Acania was designed and built in 1930 by John H. Wells for Wall Street Banker, Arthur E. Wheeler. However, it has been rumoured that the ship was built only under Wheelerâ€™s name and had a secret owner: Al Capone. After Charles Walgreen -- of Walgreenâ€™s Pharmacy -- bought the yacht in 1934, the US Navy commissioned the ship during World War II as an experimental submarine echo finder. For the remainder of the 20th century, it passed through many hands. In 1995 it was saved from a Miami shipyard by Miles Davis and spent the next 13 years in the SF Bay Area, before it was sold again in 2008. The Acania is 136 ft long, has a 300 ton displacement, and is an archetype of the classic 1920s and 30s diesel yacht.
description: LiDAR - Terrestrial
DOI: 10.15468/dl.2gtckg
title: Occurrence Download

description: A dataset containing 421 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Heliconia imbricata",
 "HasCoordinate is true"
 ]
}

 The dataset includes 421 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004455-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26301/hegb-zz35
title: Ahu'ena Heiau

description: In late 2010 CyArk was able to conduct the documentation phase for the Digital Preservation of three culturally significant sites, or wahi pana on the island of Hawaii. The wahi pana chosen were the Hulihe'e Palace, Ahu'ena Heiau, and parts of the Pu'uhonua o Honaunau (Place of Refuge) National Park. The joint effort was a pilot project to raise awareness of Hawaii's extraordinary need of preservation. And to promote cultural sites within the island that are often neglected or forgotten by the average tourists who come for beaches and sun. This data will create the opportunity to enhance conservation and preservation methods, promote virtual and cultural tourism, generate new interpretive and educational materials, and safeguard the sites digitally in the case of catastrophic loss or damage in the future.

This effort cwould not have been possible without the generous support and collaboration of Paul Horner and the Keauhou Beach Resort , Lolly Davis and the Daughters of Hawaii , Tommy Hickcox and the King Kamehameha Hotel , Superintendent Kathy Billings and the staff of Pu'uhonua o Honaunau National Historic Park, and D'Arcy Trask of Gauge Point Calibration.
description: Located on a small artificial island across from Kamakahonu Beach and King Kamehameha's Kona Beach Hotel in Kailua, the Ahu'ena Heiau â€“ a temple of peace and prosperity â€“ was built by King Kamehameha I between 1812 and 1813 to honor Lono, the god of fertility. It served as the king's personal refuge and was his home for the last years of his life.
description: LiDAR - Terrestrial