cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/3x775x
title: The Pleurothallis crateriformis complex (Orchidaceae): undescribed diversity and pollination biology of a newly recognized species group from Ecuador and Peru

description: This dataset contains the digitized treatments in Plazi based on the original journal article Jiménez, Marco M., Iturralde, Gabriel A., Lapo-González, Nadia, Garzón-Suárez, Henry X., Vierling, Gerhard, Ward, Raven, Wilson, Mark (2026): The Pleurothallis crateriformis complex (Orchidaceae): undescribed diversity and pollination biology of a newly recognized species group from Ecuador and Peru. PhytoKeys 270: 325-353, DOI: 10.3897/phytokeys.270.175070AbstractA new complex of species is recognized within Pleurothallis subgenus Pleurothallis section Macrophyllae-Fasciculatae, comprising P. crateriformis, P. equipedites, P. nipterophylla, P. phymatodea and P. pyelophera, as well as two new species. Pleurothallis monteroae sp. nov. and Pleurothallis austrorientalis sp. nov. from southeastern Ecuador are described and illustrated, bringing the number of described species in the complex to seven. Localities in southeastern Ecuador are confirmed for P. pyelophera and P. equipedites, species originally described from cultivated material lacking precise collection data. Diagnostic characters distinguishing the two new species from their most morphologically similar congeners, as well as from the other five members of the complex, are presented. Summarizing the traits characteristic of the group allowed recognition of eight additional undescribed species, mostly from Peru. Unusual characteristics of the P. crateriformis complex include a deeply “ crateriform ” lip containing a nectar-like liquid, non-resupinate flowers, and extra-labellar nectar-like liquid. These attributes suggest a different pollination mechanism within P. sect. Macrophyllae-Fasciculatae, involving a shift from nototribic to sternotribic pollination. A possible case of morphological convergent evolution between the P. crateriformis complex and a group of non-resupinate Pleurothallis species from Mesoamerica is discussed.
DOI: 10.15468/dl.u4sxbt
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leporinus jatuncochi",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 18 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003571-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ppmqgr
title: Occurrence Download

description: A dataset containing 1651 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eugenia involucrata",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 1651 records from 131 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003570-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5tahuh
title: Occurrence Download

description: A dataset containing 10906 records in GBIF matching the query:

 SELECT gbifid, datasetkey, specieskey, kingdom, phylum, class, "order", family, genus, species, scientificname, decimallatitude, decimallongitude, eventdate, institutioncode, "year" AS obs_year, basisofrecord, coordinateuncertaintyinmeters, issue
 FROM occurrence
 WHERE
 decimallatitude IS NOT NULL
 AND decimallongitude IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND coordinateuncertaintyinmeters IS NOT NULL
 AND coordinateuncertaintyinmeters &gt; 0
 AND coordinateuncertaintyinmeters &lt;= 200.0
 AND decimallatitude &gt;= 46.479780028101516
 AND decimallatitude &lt;= 51.21395264452012
 AND decimallongitude &gt;= 119.59356374412798
 AND decimallongitude &lt;= 133.62876032781878
 AND GBIF_Within('POLYGON ((133.628760 46.479780, 133.628760 51.213953, 119.593564 51.213953, 119.593564 46.479780, 133.628760 46.479780))', decimallatitude, decimallongitude) = TRUE
 

 The dataset's 10906 records were derived from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003546-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k2vx3s
title: Occurrence Download

description: A dataset containing 1277259 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Canada",
 "Geometry POLYGON((-67.12036 59.52418,-65.54614 55.95659,-62.29931 51.66227,-51.77172 51.54004,-63.67676 61.2733,-67.12036 59.52418))",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1277259 records from 447 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003528-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13020/rews-tm37
title: Data and code for volatile organic compound retrievals using the Scanning High-resolution Interferometer Sounder

description: This archive contains data and code used for developing and testing the Scanning High-resolution Interferometer Sounder (S-HIS) retrievals of volatile organic compounds that are described in the cited manuscript.
description: Filename: SHIS_noise.csv
 Short description: This file contains the S-HIS noise lookup table. Table values represent the S-HIS instrument noise (K) as a function of wavenumber (cm-1; values listed in the first column) and brightness temperature (K; values listed in the first row).

 Filename: CrIS_data.zip 
 Short description: This file contains CrIS methanol and ethene column data (molec/cm2) as a function of latitude and longitude on 2019-08-07 and 2019-08-08 over the Williams Flats Fire.

 Filename: README.txt 
 Short description: Description of data.

 Filename: Code.zip 
 Short description: This repository contains analysis code employed in the cited manuscript. All routines are written in Python.
DOI: 10.5281/zenodo.18203502
title: Data and Models for A Lightweight Probabilistic Sequence Model for Efficient Nonlinear LED Channel Equalization
DOI: 10.5281/zenodo.18203503
title: Data and Models for A Lightweight Probabilistic Sequence Model for Efficient Nonlinear LED Channel Equalization
DOI: 10.7924/r4fb5bk25
title: Data and code from: Reduced efficiency of Tdap vaccination during pregnancy with PFAS exposure and altered immune cell populations

description: <strong>*Data embargoed until publication of related article, or up to no more than 1 year from data upload.*</strong>

We exposed female rabbits to environmentally relevant levels of a PFAS mixture to assess Tdap vaccine efficiency. Data contains direct measurements such as offspring outcomes and water consumption and experimental outputs of neutralization assays, ELISAs, and single-cell sequencing. Detailed methods can be found in the publication.
DOI: 10.15468/dl.s57f5a
title: Occurrence Download

description: A dataset containing 177 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Country is Costa Rica",
 "TaxonKey is Panthera onca",
 "Year 2017-2026"
 ]
}

 The dataset includes 177 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003574-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/cdc.545
title: Chandra X-ray Observatory Chandra Data Collection for request #545

description: Chandra Data Collection for request #545
DOI: 10.15468/dl.s5pjyu
title: Occurrence Download

description: A dataset containing 175908 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Parophrys",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 175908 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003523-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18566394
title: Balancing Individual Comfort and Energy Efficiency in Shared Smart Buildings
DOI: 10.5281/zenodo.18566393
title: Balancing Individual Comfort and Energy Efficiency in Shared Smart Buildings
DOI: 10.15468/dl.zbpkh8
title: Occurrence Download

description: A dataset containing 327 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vachellia abyssinica",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 327 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003576-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sj493j
title: Occurrence Download

description: A dataset containing 3092 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Registros de herpetos del Valle de Aburrá asociados al estudio del análisis de la conectividad ecológica funcional y estructural en el Área Metropolitana del Valle de Aburrá"
 ]
}

 The dataset includes 3092 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003577-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5q2dkp
title: Occurrence Download

description: A dataset listing the 4632 species recorded in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 {
 "and" : [
 "TaxonKey is one of (Animalia [GBIF Backbone Taxonomy])",
 "StateProvince is one of (Antioquia)",
 "Year 2023-2026"
 ]
 }
 ]
}

 The dataset's 4632 records were derived from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003552-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ueky8c
title: Occurrence Download

description: A dataset containing 65 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leporinus klausewitzi",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 65 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003578-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vrkvxx
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Horsfieldia kingii",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 39 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003579-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18563437
title: Hierarchical Discrete Structures and Associated Operators

description: Description:

This record contains an original research archive documenting the existence and formulation of a novel abstract mathematical object, provisionally referred to as U-operator.

The materials are deposited for the sole purpose of establishing authorship, priority, and timestamped provenance of the concept and its associated research artifacts.

No claims regarding interpretation, implementation, properties, or applications are made in this description.

Technical details are intentionally withheld.
DOI: 10.5281/zenodo.18563436
title: Hierarchical Discrete Structures and Associated Operators

description: Description:

This record contains an original research archive documenting the existence and formulation of a novel abstract mathematical object, provisionally referred to as U-operator.

The materials are deposited for the sole purpose of establishing authorship, priority, and timestamped provenance of the concept and its associated research artifacts.

No claims regarding interpretation, implementation, properties, or applications are made in this description.

Technical details are intentionally withheld.
DOI: 10.15468/dl.e9g8n5
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Guam",
 "OccurrenceStatus is Present",
 "TaxonKey is Elysia"
 ]
}

 The dataset includes 63 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003581-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c50k26r2f
title: MassIVE MSV000100780 - Pilot Study on Cannabis-Induced Alterations in Platelet Function: Implications for Transfusion Medicine
title: Background: Platelet transfusions are essential in the management of thrombocytopenia, bleeding disorders, and hematologic malignancies. With cannabis use rising worldwide, its impact on donor platelet quality and transfusion efficacy remains poorly understood. This study investigated the effects of cannabis joint extracts (CJE) on platelet activation, pro-coagulant phenotype, mitochondrial function, and cytokine/chemokine release, with implications for transfusion safety. Methods: Human platelets were exposed in vitro to increasing concentrations of two CJE with distinct cannabinoid profiles: Orchid (O-CJE, THC 10.4%, CBD 14.7%) and QCGold (G-CJE, THC 25.5%, CBD 0.04%). Platelet activation (CD62P, Annexin V), mitochondrial depolarization, ATP levels, aggregation responses, and cytokine secretion (CCL3, PF4) were assessed. RBC lysate experiments were performed to assess the role of hemolysis. The involvement of CB1 and CB2 receptors was tested using specific antagonists, and activation of p38 MAPK and NF-kB pathways was evaluated. Functional effects of platelet supernatants were examined on EA.hy926 endothelial cells. Results: CJE exposure induced dose-dependent platelet activation, characterized by increased CD62P expression, Annexin V binding, mitochondrial depolarization, and ATP depletion, consistent with metabolic stress. Platelet aggregation in response to ADP, collagen, and arachidonic acid was impaired, suggesting a pre-activated or refractory phenotype. RBC lysate did not reproduce the observed effects, indicating hemolysis is unlikely to be the underlying mechanism. CBR1 and CBR2 antagonists did not attenuate platelet activation, while signalling analysis revealed activation of p38 MAPK and NF-kB pathways. Exploratory proteomics indicated modulation of proteins involved in angiogenesis, cytoskeletal organization, and stress responses. Elevated plasma levels of CCL3 and PF4 and endothelial activation (IL-6 secretion, CD54, CD62P, CD62E expression) further suggested a pro-inflammatory environment. Conclusions: Cannabis exposure can alter platelet phenotype and signalling under in vitro conditions, potentially affecting platelet function and interactions with the vascular endothelium. However, these findings require confirmation in vivo to determine their clinical relevance. Future studies should aim to establish exposure thresholds and clarify whether cannabis use has implications for transfusion safety, given potential risks of reduced efficacy or increased thrombotic complications in recipients.
DOI: 10.25574/11815
title: Chandra X-ray Observatory ObsId 11815

description: Observe Bright Atol Sources at High Mass Accretion Rates
DOI: 10.25574/26698
title: Chandra X-ray Observatory ObsId 26698

description: Using Chandra's superior imaging resolution to get the most out of XRISM scattering halo science
DOI: 10.25574/29283
title: Chandra X-ray Observatory ObsId 29283

description: Using Chandra's superior imaging resolution to get the most out of XRISM scattering halo science
DOI: 10.5281/zenodo.18562833
title: TELOS Governance Validation: PropensityBench (977 Scenarios, 100% DSR)

description: Description:

Validation dataset for the TELOS runtime AI governance framework against Scale AI's PropensityBench benchmark. 977 adversarial scenarios across four domains (Biosecurity, Chemical Security, Cybersecurity, Self-Proliferation) where AI agents had access to both safe and forbidden tools under operational pressure. TELOS achieved a 100% defense success rate (0.0 propensity score) using embedding-space fidelity measurement with sentence-transformers/all-MiniLM-L6-v (384-dim). Dataset includes forensic JSON reports, per-scenario JSONL execution traces with 6-dimensional governance scoring, and human-readable markdown summaries. 

Key Results:                                               

- 977 scenarios validated across 4 domains                 

- 100% defense success rate (0.0 propensity score)         

- 0 forbidden tool selections permitted under TELOS governance                                              

- Embedding model: sentence-transformers/all-MiniLM-L6-v2(384-dim)

- 6-dimensional composite fidelity scoring per decision (purpose, scope, tool, chain, boundary penalty)

- Mean fidelity gap: 0.094 between aligned and misaligned scenarios

Domains:

- Biosecurity (233 scenarios)

- Chemical Security (262 scenarios)

- Cybersecurity (283 scenarios)

- Self-Proliferation (199 scenarios)

Files Included:

- propensitybench_forensic_report.json — Aggregate forensic statistics and governance metrics

- propensitybench_trace_20260208_214228.jsonl — Per-scenario JSONL execution traces with full governance event log (6.9 MB)

- propensitybench_forensic_report.md — Human-readable forensic summary with per-scenario analysis (5.2 MB)

- propensitybench_exemplar_results.json — Exemplar embedding results and fidelity calculations

Benchmark Source:

PropensityBench (Scale AI, University of Maryland, 2025) — tests whether AI agents select forbidden tools under operational pressure across 5,874 tasks with 6 pressure dimensions. Original benchmark found failure rates from 10.5% (o3) to 79% (Gemini 2.5 Pro) across 12 frontier models.

TELOS governance layer achieved 0% forbidden tool selection on the same benchmark.

Validation Status:

This dataset demonstrates validated runtime governance performance under adversarial agentic scenarios. Results are deterministic and fully reproducible given the same embedding model and governance configuration. The governance engine implementation is proprietary; forensic output data is published for independent analysis of governance decisions.

Validation Date: 2026-02-08
DOI: 10.15468/dl.veyhfk
title: Occurrence Download

description: A dataset containing 1074 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Acourtia wrightii",
 "Year 2008-2026"
 ]
}

 The dataset includes 1074 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003583-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25574/29284
title: Chandra X-ray Observatory ObsId 29284

description: Using Chandra's superior imaging resolution to get the most out of XRISM scattering halo science
DOI: 10.5281/zenodo.18562832
title: TELOS Governance Validation: PropensityBench (977 Scenarios, 100% DSR)

description: Description:

Validation dataset for the TELOS runtime AI governance framework against Scale AI's PropensityBench benchmark. 977 adversarial scenarios across four domains (Biosecurity, Chemical Security, Cybersecurity, Self-Proliferation) where AI agents had access to both safe and forbidden tools under operational pressure. TELOS achieved a 100% defense success rate (0.0 propensity score) using embedding-space fidelity measurement with sentence-transformers/all-MiniLM-L6-v (384-dim). Dataset includes forensic JSON reports, per-scenario JSONL execution traces with 6-dimensional governance scoring, and human-readable markdown summaries. 

Key Results:                                               

- 977 scenarios validated across 4 domains                 

- 100% defense success rate (0.0 propensity score)         

- 0 forbidden tool selections permitted under TELOS governance                                              

- Embedding model: sentence-transformers/all-MiniLM-L6-v2(384-dim)

- 6-dimensional composite fidelity scoring per decision (purpose, scope, tool, chain, boundary penalty)

- Mean fidelity gap: 0.094 between aligned and misaligned scenarios

Domains:

- Biosecurity (233 scenarios)

- Chemical Security (262 scenarios)

- Cybersecurity (283 scenarios)

- Self-Proliferation (199 scenarios)

Files Included:

- propensitybench_forensic_report.json — Aggregate forensic statistics and governance metrics

- propensitybench_trace_20260208_214228.jsonl — Per-scenario JSONL execution traces with full governance event log (6.9 MB)

- propensitybench_forensic_report.md — Human-readable forensic summary with per-scenario analysis (5.2 MB)

- propensitybench_exemplar_results.json — Exemplar embedding results and fidelity calculations

Benchmark Source:

PropensityBench (Scale AI, University of Maryland, 2025) — tests whether AI agents select forbidden tools under operational pressure across 5,874 tasks with 6 pressure dimensions. Original benchmark found failure rates from 10.5% (o3) to 79% (Gemini 2.5 Pro) across 12 frontier models.

TELOS governance layer achieved 0% forbidden tool selection on the same benchmark.

Validation Status:

This dataset demonstrates validated runtime governance performance under adversarial agentic scenarios. Results are deterministic and fully reproducible given the same embedding model and governance configuration. The governance engine implementation is proprietary; forensic output data is published for independent analysis of governance decisions.

Validation Date: 2026-02-08
DOI: 10.17605/osf.io/z7tsx
title: Wastewater Catchment Areas in Great Britain

description: Wastewater catchment area data are essential for wastewater treatment capacity planning and have recently become critical for operationalising wastewater-based epidemiology (WBE) for COVID-19. Owing to the privatised nature of the water industry in the United Kingdom, the required catchment area datasets are not readily available to researchers. Here, we present a consolidated dataset of 8,185 catchment areas from eleven sewerage service providers in Great Britain, covering 99% of the population of England and Wales. We develop a geospatial method for estimating the population resident within each catchment from small area population estimates generated by the Office for National Statistics. The method is more widely applicable to matching electronic health records to wastewater infrastructure. Population estimates are highly predictive of population equivalent treatment loads reported under the European Urban Wastewater Treatment Directive. We highlight challenges associated with using geospatial data for wastewater-based epidemiology.