cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.6h7rxp
title: Occurrence Download

description: A dataset containing 3910 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Conocarpus erectus",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 3910 records from 203 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007453-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pck59s
title: Occurrence Download

description: A dataset containing 1427 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Occurrence evidence, Living Specimen, Material sample, Material citation, Specimen, Fossil)",
 "Country is one of (Nepal, India, Bhutan, Pakistan, Bangladesh)",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Amaranthus spinosus, Amaranthus lividus, Amaranthus viridus, Amaranthus hybridus)"
 ]
}

 The dataset includes 1427 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007452-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.43m7nz
title: Occurrence Download

description: A dataset containing 3144 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Armeria maritima, Armeria maritima, Armeria maritima, Armeria maritima)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 3144 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007454-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k29h2x
title: Occurrence Download

description: A dataset containing 19338 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Arnica montana, Arnica montana)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 19338 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007455-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18460460
title: HISTORY OF ETHNOLOGY

description: The origin and formation of the science of ethnology. The development of ethnology as a scientific discipline in the 19th–20th centuries. The formation and methodology of modern ethnology
DOI: 10.5281/zenodo.18460459
title: HISTORY OF ETHNOLOGY

description: The origin and formation of the science of ethnology. The development of ethnology as a scientific discipline in the 19th–20th centuries. The formation and methodology of modern ethnology
DOI: 10.5281/zenodo.18460426
title: A Secure Energy-Aware Hybrid ESP32–Raspberry Pi Architecture for On-Demand Edge AI (Version 1.1)

description: Background / Problem: Deploying complex Artificial Intelligence models on portable edge devices faces significant challengesregarding power constraints and computational latency. Traditional embedded systems often compromise between continuousoperational availability and battery longevity, limiting their effectiveness in secure, off-grid field applications. This trade-offnecessitates a new architectural approach that decouples low-power control from high-performance computing.Proposed System: This paper presents the design and implementation of the G-80 AI Pro (2026), a secure, multi-modal embeddedsystem built upon a heterogeneous dual-processor architecture. The proposed system delegates low-latency peripheralmanagement, user interface logic, and security protocols to an "always-on" ESP32 microcontroller, while utilizing a Raspberry Pi5 as an "on-demand" inference engine for resource-intensive computer vision and voice analysis tasks. A custom UART bridgefacilitates secure JSON-based command exchange, ensuring seamless synchronization between the low-power controller and thehigh-performance AI core.
DOI: 10.5281/zenodo.18460427
title: A Secure Energy-Aware Hybrid ESP32–Raspberry Pi Architecture for On-Demand Edge AI (Version 1.1)

description: Background / Problem: Deploying complex Artificial Intelligence models on portable edge devices faces significant challengesregarding power constraints and computational latency. Traditional embedded systems often compromise between continuousoperational availability and battery longevity, limiting their effectiveness in secure, off-grid field applications. This trade-offnecessitates a new architectural approach that decouples low-power control from high-performance computing.Proposed System: This paper presents the design and implementation of the G-80 AI Pro (2026), a secure, multi-modal embeddedsystem built upon a heterogeneous dual-processor architecture. The proposed system delegates low-latency peripheralmanagement, user interface logic, and security protocols to an "always-on" ESP32 microcontroller, while utilizing a Raspberry Pi5 as an "on-demand" inference engine for resource-intensive computer vision and voice analysis tasks. A custom UART bridgefacilitates secure JSON-based command exchange, ensuring seamless synchronization between the low-power controller and thehigh-performance AI core.
DOI: 10.15468/dl.c9s3k8
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Conocarpus lancifolius",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 38 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007459-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.me4jpn
title: Occurrence Download

description: A dataset containing 7829 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Artemisia campestris, Artemisia campestris, Artemisia campestris, Artemisia campestris, Artemisia campestris, Artemisia campestris, Artemisia campestris, Artemisia campestris)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 7829 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007458-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h7xxjn
title: Occurrence Download

description: A dataset containing 8500 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Asperula cynanchica)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 8500 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007460-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kty9ge
title: Occurrence Download

description: A dataset containing 4577 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Benin",
 "OccurrenceStatus is Present",
 "TaxonKey is Chromolaena odorata"
 ]
}

 The dataset includes 4577 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007461-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/hemrjx9q
title: Global seabird plastic ingestion database

description: **Data from the paper**: Global seabird plastic ingestion varies across phylogeny but not behavioural traits. 2026. Stephanie Avery-Gomm, Nia Potapova, Chrissie Potter, Alexander L. Bond, Stephanie B. Borrelle, Jennifer L. Lavers, Steven J. Portugal, Hugh P. Possingham, Jennifer F. Provencher, and Natalie Cooper. ADD LINK.

Code for all analyses can be found on GitHub: https://github.com/nhcooper123/PhyloPlastics

Archived data are as follows. Please click on individual files below for their associated metadata.

##Raw data

* **01_sources-for-plastic-ingestion-data.csv**. The papers from our literature searches.
* **02_plastic-ingestion-data.csv**. The raw plastic ingestion data extracted from papers in 01
* **03_trait-data.csv**. Species specific trait data taken from the literature.

## Cleaned data used in the analyses
The raw data were cleaned and aggregated prior to analyses. See `analyses/data-preparation` and `01-data-preparation.qmd` at https://github.com/nhcooper123/PhyloPlastics for more details. 

* **plastic-data-aggregated_2026.csv**. Aggregated data used in analyses.
* **seabird-tree-plastic-2026.csv**. Phylogeny of Claramunt et al 2025 pruned to only species with plastic ingestion data. 
* **full-species-list-2026.csv**. Summarised dataset for all seabird species indicating which are/are not part of our plastic ingestion dataset. Used in the creation of Figure S2.

## Taxonomy 

* **seabird-list-Clements2025.csv**. List of seabird species according to Clements et al 2025 taxonomy.

The full taxonomy file can be found here: https://www.birds.cornell.edu/clementschecklist/download/. 

If you want to use the taxonomy please cite: 
&gt; Clements, J. F., P. C. Rasmussen, T. S. Schulenberg, M. J. Iliff, T. A. Fredericks, J. A. Gerbracht, D. Lepage, A. Spencer, S. M. Billerman, B. L. Sullivan, M. Smith, and C. L. Wood. 2025. The eBird/Clements Checklist of Birds of the World: v2025. Downloaded from https://www.birds.cornell.edu/clementschecklist/download/.

## Phylogeny

* **sea-bird-tree-2026.nex**. Phylogeny of Claramunt et al. 2025 pruned to seabird species only.
* **family-tree-2026.nex**. Family level phylogeny of Claramunt et al. 2025 pruned to seabird families only.
* **tips-to-add.csv**. Details of 39 species missing from Claramunt et al. 2025 and how these were added to the phylogeny.

The full raw phylogeny file can be found here: https://raw.githubusercontent.com/evolucionario/BigBirdTree/refs/heads/main/RAGBackbone/BBtree3.tre. 

If you want to use the phylogeny please cite: 
&gt; Claramunt, Santiago, Catherine Sheard, Joseph W. Brown, Gala Cortés-Ramírez, Joel Cracraft, Michelle M. Su, Brian C. Weeks, and Joseph A. Tobias. 2025. “A New Time Tree of Birds Reveals the Interplay between Dispersal, Geographic Range Size, and Diversification.” Current Biology 35 (16): 3883-3895.e4.
DOI: 10.5281/zenodo.18460479
title: LINF_320021700

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.5281/zenodo.18460480
title: LINF_320021700

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.15468/dl.zsgypa
title: Occurrence Download

description: A dataset containing 1366 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Asperula tinctoria)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 1366 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007463-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q5y45d
title: Occurrence Download

description: A dataset containing 92 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dansiea elliptica",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 92 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007462-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kgaxc2
title: Occurrence Download

description: A dataset containing 2546 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aster alpinus, Aster alpinus, Aster alpinus)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 2546 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007464-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4pcj8p
title: Occurrence Download

description: A dataset containing 181 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Occurrence evidence)",
 "Continent is South America",
 "OccurrenceStatus is Present",
 "TaxonKey is Scinax perereca",
 "Year 2000-2020"
 ]
}

 The dataset includes 181 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007465-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25420/britishmuseum.31231888
title: 2022SG10 Guide to the Dataset

description: Guide to the Collection for the project Between presence and disappearance of traditional Bulgarian textiles of Stoianovca, Republic of Moldova.
DOI: 10.25420/britishmuseum.31231888.v1
title: 2022SG10 Guide to the Dataset

description: Guide to the Collection for the project Between presence and disappearance of traditional Bulgarian textiles of Stoianovca, Republic of Moldova.
DOI: 10.15468/dl.xgec9w
title: Occurrence Download

description: A dataset containing 4716 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aster amellus, Aster amellus)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 4716 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007467-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5qth37
title: Occurrence Download

description: A dataset containing 15336 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aster bellidiastrum, Aster bellidiastrum, Aster bellidiastrum, Bellidiastrum michelii)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 15336 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007468-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.46k9ym
title: Occurrence Download

description: A dataset containing 116 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Getonia floribunda",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 116 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007469-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4pqnxh
title: Occurrence Download

description: A dataset containing 110 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Astragalus danicus)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 110 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007472-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rpfkvh
title: Occurrence Download

description: A dataset containing 1843 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Astragalus cicer, Astragalus cicerellus, Astragalus cicerinus)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 1843 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007471-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hazu9m
title: Occurrence Download

description: A dataset containing 374 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Guiera senegalensis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 374 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007473-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18460441
title: Digital Humanities Resources for "Out of the Ashes of Past Treasons" (Whitesides Dissertation)

description: To support transparency and reproducibility, and in keeping with the project’s emphasis on circulation and reuse, the analytical and visualization scripts, the LLM prompts used in their production, and other supplementary materials associated with this dissertation are stored in this repository.
DOI: 10.5281/zenodo.18460440
title: Digital Humanities Resources for "Out of the Ashes of Past Treasons" (Whitesides Dissertation)

description: To support transparency and reproducibility, and in keeping with the project’s emphasis on circulation and reuse, the analytical and visualization scripts, the LLM prompts used in their production, and other supplementary materials associated with this dissertation are stored in this repository.
DOI: 10.34973/s1hy-5k19
title: An online large-scale investigation of the manual McGurk effect

description: Human conversations are inherently multimodal, including auditory speech, visual articulatory cues, and hand gestures. Recent studies demonstrated that the timing of a simple up-anddown hand movement, known as a beat gesture, can affect speech perception. A beat gesture falling on the first syllable of a disyllabic word induces a bias to perceive a strong-weak stress pattern (i.e., “CONtent”), while a beat gesture falling on the second syllable combined with the same acoustics biases towards a weak-strong stress pattern (“conTENT”). This effect, termed the “manual McGurk effect”, has been studied in both in-lab and online studies, employing standard experimental sessions lasting approximately forty minutes. The present work tests whether the manual McGurk effect can be observed in an online short version (“mini-test”) of the original paradigm, lasting only ten minutes. Additionally, we employ two different response modalities, namely a two-alternative forced choice and a visual analog scale. A significant manual McGurk effect was observed with both response modalities. Overall, the present study demonstrates the feasibility of employing a tenminute manual McGurk mini-test to obtain a measure of gesture-speech integration. As such, it may lend itself for inclusion in large-scale test batteries that aim to quantify individual variation in language processing.
DOI: 10.15468/dl.ymhe22
title: Occurrence Download

description: A dataset containing 20158 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Astragalus glycyphyllos)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 20158 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007474-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.87nz32
title: Occurrence Download

description: A dataset containing 1584 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Atriplex prostrata, Atriplex prostrata, Atriplex prostrata, Atriplex prostrata, Atriplex prostrata, Atriplex hastata, Atriplex hastata, Atriplex hastata, Atriplex hastata)",
 "Year is greater than or equal to 1900",
 "Geometry POLYGON ((8.643 46.99, 14.1 46.92, 14.43 50.75, 8.534 50.83, 8.643 46.99))",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Observation, Human Observation, Machine Observation, Material sample)"
 ]
}

 The dataset includes 1584 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007475-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.