cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.2y4fvp
title: Occurrence Download

description: A dataset containing 187358 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Alcelaphus buselaphus (Pallas, 1766), Damaliscus korrigum (Ogilby, 1837), Nanger granti (Brooke, 1872), Hippopotamus amphibius Linnaeus, 1758, Connochaetes taurinus (Burchell, 1823), Equus quagga Boddaert, 1785, Taurotragus oryx (Pallas, 1766), Nesoclutha erythrocephala (Ferrari, 1882), Doratura caucasica Melichar, 1913, Hecalus glaucescens (Fieber, 1866), Aconurella prolixa (Lethierry, 1885), Aconurella diplachnis Emeljanov, 1964, Tropidocephala andropogonis Horváth, 1895, Aeneolamia reducta (Lallemand, 1924), Lonchura atricapilla (Vieillot, 1807), Meropleon cosmion Dyar, 1924, Euscirrhopterus discifera Hampson, 1901, Heliconius ethilla (Latreille & Godart, 1819), Papilio multicaudata Kirby, 1884, Memnonia flavida (Signoret, 1879), Athysanella contracta Ball & Beamer, 1940, Scaphytopius cinereus (Osborn & Ball, 1897), Hesperia viridis (Edwards, 1883), Eurytomocharis planitiae Bugbee, 1966, Eurytomocharis pascuorum Bugbee, 1966, Eurytomocharis sporoboli Bugbee, 1966, Puccinia vexans Farl., Piruna aea (Dyar, 1912), Atrytonopsis ovinia zaovinia (Dyar, 1913), Hesperia attalus (Edwards, 1871), Hesperia ottoe Edwards, 1866, Hesperia dacotae (Skinner, 1911), Ageneotettix deorum (Scudder, 1876), Leprus intermedius Saussure, 1884, Melanoplus lakinus (Scudder, 1878), Puccinia kansensis Ellis & Barthol., Steneotarsonemus spirifex (Marchal, 1902), Athysanella emarginata (Osborn, 1930), Athysanella texana (Osborn, 1930), Mermiria bivittata (Serville, 1838), Boopedon nubilum (Say, 1825), Opeia obscura (Thomas, 1872), Arphia conspersa Scudder, 1875, Eritettix simplex (Scudder, 1869), Trachyrhachys kiowa (Thomas, 1872), Syrbula montezuma (Saussure, 1861), Philbostroma quadrimaculatum, Arphia pseudo-nietana (Thomas, 1870), Heliaula rufa (Scudder, 1899), Cordillacris crenulata (Bruner, 1889))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 187358 records from 281 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014987-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hk2c9n
title: Occurrence Download

description: A dataset containing 141 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Argentina",
 "TaxonKey is Araucaria angustifolia (Bertol.) Kuntze"
 ]
}

 The dataset includes 141 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014988-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15492958
title: Additional materials for Tell me why submission

description: This repository includes additional materials for  Tell me why: Visual foundation models as self-explainable classifiers.

 

It includes:



Scoresheet and prototype examplars for all models trained with the new architecture

Prototypes examplars for PIP-NET on FunnyBirds

Prototypes examplars for Proto-ViT trained with the baseline backbone on FunnyBirds

Prototypes examplars for Proto-ViT trained with DINO-v2 on CUB & CARS
DOI: 10.5281/zenodo.15492959
title: Additional materials for Tell me why submission

description: This repository includes additional materials for  Tell me why: Visual foundation models as self-explainable classifiers.

 

It includes:



Scoresheet and prototype examplars for all models trained with the new architecture

Prototypes examplars for PIP-NET on FunnyBirds

Prototypes examplars for Proto-ViT trained with the baseline backbone on FunnyBirds

Prototypes examplars for Proto-ViT trained with DINO-v2 on CUB & CARS
DOI: 10.6084/m9.figshare.25887478.v1
title: Shielded-PAINT data analysis files

description: Data and analysis scripts for Shielded-PAINT imagingThe data and analysis scripts provided in this repository are to accompany a manuscript about Shielded-PAINT super-resolution imaging. This manuscript is yet to appear and a link will be provided once the related manuscript by Lucinskaite et al. is eventually published.
DOI: 10.6084/m9.figshare.25887577.v1
title: Shielded-PAINT image data and ROI files

description: Data and ROI files for Shielded-PAINT imagingThe data and ImageJ ROI files provided in this repository are to accompany a manuscript about Shielded-PAINT super-resolution imaging. This manuscript is yet to appear and a link will be provided once the related manuscript by Lucinskaite et al. is eventually published.<br>
DOI: 10.6084/m9.figshare.25887478
title: Shielded-PAINT data analysis files

description: Data and analysis scripts for Shielded-PAINT imagingThe data and analysis scripts provided in this repository are to accompany a manuscript about Shielded-PAINT super-resolution imaging. This manuscript is yet to appear and a link will be provided once the related manuscript by Lucinskaite et al. is eventually published.
DOI: 10.6084/m9.figshare.25887577
title: Shielded-PAINT image data and ROI files

description: Data and ROI files for Shielded-PAINT imagingThe data and ImageJ ROI files provided in this repository are to accompany a manuscript about Shielded-PAINT super-resolution imaging. This manuscript is yet to appear and a link will be provided once the related manuscript by Lucinskaite et al. is eventually published.<br>
DOI: 10.15468/dl.wxdsdz
title: Occurrence Download

description: A dataset containing 8225 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tithonia diversifolia (Hemsl.) A.Gray",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Occurrence evidence)"
 ]
}

 The dataset includes 8225 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014991-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6n7jkn
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Peromyscus ochraventer Baker, 1951",
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014993-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dmjtxp
title: Occurrence Download

description: A dataset containing 6660 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chelonia mydas (Linnaeus, 1758)",
 "BasisOfRecord is Specimen"
 ]
}

 The dataset includes 6660 records from 146 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014990-250515123054153/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.29132639
title: Data for "Introgression despite minimal hybridization: mating system modulates phenotypic associations with introgression in <i>Clarkia</i>"

description: · The ecological factors and phenotypes that modulate the tremendous variability in the extent of introgression are unclear. Mating system transitions are particularly common and involve a suite of phenotypic changes that often contribute to reproductive isolation. However, the extent to which these phenotypic changes influence the extent of gene flow during speciation is unknown.· Using 410 nuclear and 360 chloroplast genomes, we quantified introgression between selfing-outcrossing sister <i>Clarkia</i><i> </i>taxa. We used common garden and geospatial data to test for associations between individual admixture proportions and phenotypic and spatial variation within contact zones.· We found substantial admixture in the outcrossing taxon across contact zones in both nuclear and chloroplast genomes, but no early generation hybrids. Introgression was asymmetric, primarily from the selfing to outcrossing taxon. Remarkably, we found complete chloroplast capture by the outcrosser in the most northern population. Although the extent of admixture varied among contact zones of both taxa, only the selfer displayed spatially structured and phenotypic associations with the extent of introgression within contact zones.· Despite recent divergence and evidence of historical introgression, premating isolating mechanisms prevent hybridization. Mating system modulates the direction of introgression and influences fine scale patterns of individual admixture.
DOI: 10.15468/dl.u286pe
title: Occurrence Download

description: A dataset containing 569 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Occurrence dataset from the waterbird survey of the middle and lower Huai He floodplain, China"
 ]
}

 The dataset includes 569 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014996-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wgmmqf
title: Occurrence Download

description: A dataset containing 3422 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((99.23406 -53.23604,194.33837 -53.23604,194.33837 -2.09691,99.23406 -2.09691,99.23406 -53.23604))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Austropuccinia psidii (G.Winter) Beenken",
 "Year 2010-2025"
 ]
}

 The dataset includes 3422 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014995-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j4jvv5
title: Occurrence Download

description: A dataset containing 7770758 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 {
 "or" : [
 "InstitutionKey is not null",
 "CollectionKey is not null"
 ]
 },
 "BasisOfRecord is one of (Specimen, Fossil, Material sample, Living Specimen, Material citation)"
 ]
 },
 "StateProvince is one of (california)"
 ]
}

 The dataset includes 7770758 records from 1262 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014997-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jafggg
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ADX7029"
 ]
}

 The dataset includes 25 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010942-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gseaa4
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Asphodelus fistulosus",
 "Country is Chile",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010941-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ch66sx
title: Occurrence Download

description: A dataset containing 81 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leucanthemum gallaecicum"
 ]
}

 The dataset includes 81 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010943-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bvn3hf
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001829-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2u8pzy
title: Occurrence Download

description: A dataset containing 8947 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Selasphorus platycercus (Swainson, 1827)",
 "Year is greater than or equal to 1940",
 "Country is Mexico"
 ]
}

 The dataset includes 8947 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071850-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nvpghy
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005457-160803222355964/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ofqug3
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002353-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6j8imm
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005411-160803222355964/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wjujdb
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010282-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b7qlql
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005470-160803222355964/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mtqiqd
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005556-160803222355964/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mouytu
title: Occurrence Download

description: A dataset containing 894692671 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 894692671 records from 16457 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023889-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26180/29486447
title: 200 Human–SAV Interactions: Dialogues & Surveys

description: <i>A dataset of 2,136 human–SAV chat exchanges, 200 post-interaction surveys, and 50 interview transcripts, released alongside two benchmark case studies. All data are anonymised and licensed under CC BY 4.0.</i>This dataset has already supported two papers:<b>1. Dataset introduction & benchmark case studies:</b>Guo, L., Burke, M. G., & Griggs, W. M. (2025). Sentiment Matters: An Analysis of 200 Human–SAV Interactions, <i>IEEE International Intelligent Transportation Systems Conference (ITSC), Gold Coast, Australia</i>, DOI pending.2. In-depth analysis of prompt effects & qualitative insights:Guo, L., Burke, M. G., & Griggs, W. M. (2025). Exploring human-SAV interaction using large language models: The impact of psychological ownership and anthropomorphism on user experience. arXiv preprint arXiv:2504.16548.Licence & Citation<b>Licence</b>Creative Commons Attribution 4.0 International (CC BY 4.0)<b>How to cite</b>If you publish work using this dataset, please cite <b>both</b>:<b>1. The dataset itself </b>Guo, L., Burke, M. G., & Griggs, W. M. (2025). <i>200 Human–SAV Interactions: Dialogues & Surveys</i> [Dataset]. Monash Bridges. https://doi.org/10.26180/29486447<b>2. The accompanying paper </b>Guo, L., Burke, M. G., & Griggs, W. M. (2025). Sentiment Matters: An Analysis of 200 Human–SAV Interactions, <i>IEEE International Intelligent Transportation Systems Conference (ITSC), Gold Coast, Australia</i>, DOI pending.<br>@dataset{guo2025_savdataset, author = {Guo, Lirui and Burke, Michael G. and Griggs, Wynita M.}, title = {Human–SAV Interaction Dataset}, year = {2025}, note = {Monash Bridges Repository}, doi = {10.26180/29486447}}<br>@inproceedings{guo2025_itsc, author = {Guo, Lirui and Burke, Michael G. and Griggs, Wynita M.}, title = {Sentiment Matters: An Analysis of 200 Human--SAV Interactions}, booktitle = {IEEE Intelligent Transportation Systems Conference (ITSC)}, year = {2025}, address = {Gold Coast, Australia}, doi = {10.1109/ITSC.2025.XXXXXXX} % Replace upon assignment}
DOI: 10.26180/29486447.v2
title: 200 Human–SAV Interactions: Dialogues & Surveys

description: <i>A dataset of 2,136 human–SAV chat exchanges, 200 post-interaction surveys, and 50 interview transcripts, released alongside two benchmark case studies. All data are anonymised and licensed under CC BY 4.0.</i>This dataset has already supported two papers:<b>1. Dataset introduction & benchmark case studies:</b>Guo, L., Burke, M. G., & Griggs, W. M. (2025). Sentiment Matters: An Analysis of 200 Human–SAV Interactions, <i>IEEE International Intelligent Transportation Systems Conference (ITSC), Gold Coast, Australia</i>, DOI pending.2. In-depth analysis of prompt effects & qualitative insights:Guo, L., Burke, M. G., & Griggs, W. M. (2025). Exploring human-SAV interaction using large language models: The impact of psychological ownership and anthropomorphism on user experience. arXiv preprint arXiv:2504.16548.Licence & Citation<b>Licence</b>Creative Commons Attribution 4.0 International (CC BY 4.0)<b>How to cite</b>If you publish work using this dataset, please cite <b>both</b>:<b>1. The dataset itself </b>Guo, L., Burke, M. G., & Griggs, W. M. (2025). <i>200 Human–SAV Interactions: Dialogues & Surveys</i> [Dataset]. Monash Bridges. https://doi.org/10.26180/29486447<b>2. The accompanying paper </b>Guo, L., Burke, M. G., & Griggs, W. M. (2025). Sentiment Matters: An Analysis of 200 Human–SAV Interactions, <i>IEEE International Intelligent Transportation Systems Conference (ITSC), Gold Coast, Australia</i>, DOI pending.<br>@dataset{guo2025_savdataset, author = {Guo, Lirui and Burke, Michael G. and Griggs, Wynita M.}, title = {Human–SAV Interaction Dataset}, year = {2025}, note = {Monash Bridges Repository}, doi = {10.26180/29486447}}<br>@inproceedings{guo2025_itsc, author = {Guo, Lirui and Burke, Michael G. and Griggs, Wynita M.}, title = {Sentiment Matters: An Analysis of 200 Human--SAV Interactions}, booktitle = {IEEE Intelligent Transportation Systems Conference (ITSC)}, year = {2025}, address = {Gold Coast, Australia}, doi = {10.1109/ITSC.2025.XXXXXXX} % Replace upon assignment}
DOI: 10.26180/29486447.v1
title: 200 Human–SAV Interactions: Dialogues & Surveys

description: <i>A dataset of 2,136 human–SAV chat exchanges, 200 post-interaction surveys, and 50 interview transcripts, released alongside two benchmark case studies. All data are anonymised and licensed under CC BY 4.0.</i>This dataset has already supported two papers:<b>1. Dataset introduction & benchmark case studies:</b>Guo, L., Burke, M. G., & Griggs, W. M. (2025). Sentiment Matters: An Analysis of 200 Human–SAV Interactions, <i>IEEE International Intelligent Transportation Systems Conference (ITSC), Gold Coast, Australia</i>, DOI pending.2. In-depth analysis of prompt effects & qualitative insights:Guo, L., Burke, M. G., & Griggs, W. M. (2025). Exploring human-SAV interaction using large language models: The impact of psychological ownership and anthropomorphism on user experience. arXiv preprint arXiv:2504.16548.Licence & Citation<b>Licence</b>Creative Commons Attribution 4.0 International (CC BY 4.0)<b>How to cite</b>If you publish work using this dataset, please cite <b>both</b>:<b>1. The dataset itself </b>Guo, L., Burke, M. G., & Griggs, W. M. (2025). <i>200 Human–SAV Interactions: Dialogues & Surveys</i> [Dataset]. Monash Bridges. https://doi.org/10.26180/29486447<b>2. The accompanying paper </b>Guo, L., Burke, M. G., & Griggs, W. M. (2025). Sentiment Matters: An Analysis of 200 Human–SAV Interactions, <i>IEEE International Intelligent Transportation Systems Conference (ITSC), Gold Coast, Australia</i>, DOI pending.<br>@dataset{guo2025_savdataset, author = {Guo, Lirui and Burke, Michael G. and Griggs, Wynita M.}, title = {Human–SAV Interaction Dataset}, year = {2025}, note = {Monash Bridges Repository}, doi = {10.26180/29486447}}<br>@inproceedings{guo2025_itsc, author = {Guo, Lirui and Burke, Michael G. and Griggs, Wynita M.}, title = {Sentiment Matters: An Analysis of 200 Human--SAV Interactions}, booktitle = {IEEE Intelligent Transportation Systems Conference (ITSC)}, year = {2025}, address = {Gold Coast, Australia}, doi = {10.1109/ITSC.2025.XXXXXXX} % Replace upon assignment}
DOI: 10.22008/fk2/ohi23z/ehslbr
title: MB_region-1.nc

description: MB region. Git hash: cfadd2f
DOI: 10.22008/fk2/ohi23z/jubvs3
title: MB_sector-1.nc

description: MB by sector. Git hash: cfadd2f