cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.3m65zu
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Physeter macrocephalus"
 ]
}

 The dataset includes 58 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006980-260120142942310/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.31135033
title: Example Dataset and Code for POI Street-View Shop Detection from Street-View Imagery

description: ## OverviewThis repository provides the data organization, code, and experimental resources supporting the paper:<br>“XXX” (to be updated after publication), submitted to *GIScience & Remote Sensing*.<br>The framework focuses on self-supervised pre-training and downstream fine-tuning for POI shop detection using street-view imagery.<br>## Data AvailabilityDue to copyright and licensing restrictions associated with Baidu Street View imagery, the full dataset cannot be redistributed publicly.<br>This repository releases a representative subset of 112 example images with corresponding annotations and complete experimental code, for reproducibility and verification purposes.<br>## Contents- Example street-view images (256×200)- LabelMe-format annotations- Training/validation/testing splits (CSV)- Pre-training and downstream task code<br>
DOI: 10.6084/m9.figshare.31135033.v1
title: Example Dataset and Code for POI Street-View Shop Detection from Street-View Imagery

description: ## OverviewThis repository provides the data organization, code, and experimental resources supporting the paper:<br>“XXX” (to be updated after publication), submitted to *GIScience & Remote Sensing*.<br>The framework focuses on self-supervised pre-training and downstream fine-tuning for POI shop detection using street-view imagery.<br>## Data AvailabilityDue to copyright and licensing restrictions associated with Baidu Street View imagery, the full dataset cannot be redistributed publicly.<br>This repository releases a representative subset of 112 example images with corresponding annotations and complete experimental code, for reproducibility and verification purposes.<br>## Contents- Example street-view images (256×200)- LabelMe-format annotations- Training/validation/testing splits (CSV)- Pre-training and downstream task code<br>
DOI: 10.25420/britishmuseum.31066204
title: Lost wax-spin casting. Annotations

description: eaf file for asset 2021LG02-A14-0449 with annotations in spanish and english.
DOI: 10.25420/britishmuseum.31066204.v1
title: Lost wax-spin casting. Annotations

description: eaf file for asset 2021LG02-A14-0449 with annotations in spanish and english.
DOI: 10.3535/4tg-znx-3m9
title: Sepia officinalis Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/04v-9t7-dv7
title: Lyonsifusus ansatus (Gmelin, 1791)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5el-2d8-yk2
title: Albinaria nivea goldfussi (O. Boettger, 1883)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/g71-03n-1g7
title: Reticunassa annabolteae Galindo, H. H. Kool & H. Dekker, 2017

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/j87-ce8-lrp
title: Albinaria contaminata artaensis (O. Boettger, 1878)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ssv-3t9-h81
title: Albinaria butoti (H. Nordsieck, 1984)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/a1v-675-d4k
title: Albinaria teres distans (L. Pfeiffer, 1865)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jm4-atd-bcw
title: Afropunctum F. Haas, 1934

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yd4-jg4-m2m
title: Trochozonites Pfeffer, 1883

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.f5ch5x
title: Occurrence Download

description: A dataset containing 4057 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Andigena hypoglauca)",
 "HasCoordinate is true",
 "Country is Ecuador"
 ]
}

 The dataset includes 4057 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006984-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.chajcd
title: Occurrence Download

description: A dataset containing 33 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Azorella acaulis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 33 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006982-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zmay3w
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Physeter macrocephalus"
 ]
}

 The dataset includes 58 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006981-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cy5f5d
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Iberis carnosa embergeri"
 ]
}

 The dataset includes 32 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006985-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25420/britishmuseum.31066324
title: Interview 1 to GCA. Audio

description: Audio file of interview 1 to GCA .
DOI: 10.25420/britishmuseum.31066324.v1
title: Interview 1 to GCA. Audio

description: Audio file of interview 1 to GCA .
DOI: 10.25420/britishmuseum.31066327
title: GCA interview 1 transcript/translation in spanish and english

description: Topics discussed: the workshop and its characteristics;relationship with materials and tools; his beginnings in silversmithing; tool making.
DOI: 10.25420/britishmuseum.31066327.v1
title: GCA interview 1 transcript/translation in spanish and english

description: Topics discussed: the workshop and its characteristics;relationship with materials and tools; his beginnings in silversmithing; tool making.
DOI: 10.25420/britishmuseum.31066330
title: Interview 1.2 to GCA. Audio

description: Audio file GCA interview 1.2.
DOI: 10.25420/britishmuseum.31066330.v1
title: Interview 1.2 to GCA. Audio

description: Audio file GCA interview 1.2.
DOI: 10.3535/w96-c4g-jkp
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.chafab
title: Occurrence Download

description: A dataset containing 81303 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aedes aegypti"
 ]
}

 The dataset includes 81303 records from 112 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006904-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25420/britishmuseum.31066882.v1
title: 2021LG02 Project Metadata

description: Metadata spreadsheet with all the metadata information for the assets uploaded in project 2021LG02 following the Material Culture Ethnography Metadata Schema (MCEMS), which was developed for the Endangered Material Knowledge Programme (EMKP). MCEMS is intended to record the metadata for digital objects that were created as part of ethnographic research recording material culture, living heritage, cultural practices, and different forms of knowledge. Its aim is to aid the preservation of ethnography-specific information, facilitate archiving for future re-use and accessibility, and increase the online findability and presence of ethnographic data and research.
DOI: 10.25420/britishmuseum.31066882
title: 2021LG02 Project Metadata

description: Metadata spreadsheet with all the metadata information for the assets uploaded in project 2021LG02 following the Material Culture Ethnography Metadata Schema (MCEMS), which was developed for the Endangered Material Knowledge Programme (EMKP). MCEMS is intended to record the metadata for digital objects that were created as part of ethnographic research recording material culture, living heritage, cultural practices, and different forms of knowledge. Its aim is to aid the preservation of ethnography-specific information, facilitate archiving for future re-use and accessibility, and increase the online findability and presence of ethnographic data and research.
DOI: 10.25420/britishmuseum.31112080
title: 2021LG02 Guide to the Dataset

description: Guide to the Collection for the project Keeping the hammers' voice alive.
DOI: 10.25420/britishmuseum.31112080.v1
title: 2021LG02 Guide to the Dataset

description: Guide to the Collection for the project Keeping the hammers' voice alive.
DOI: 10.15468/dl.ratqea
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "OccurrenceStatus is Present",
 "TaxonKey is Helichrysum undulifolium"
 ]
}

 The dataset includes 21 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006988-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/dkz-ptl-7pr
title: Crepipatella dilatata (Lamarck, 1822)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.jcknhr
title: Occurrence Download

description: A dataset containing 4057 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Andigena hypoglauca)",
 "HasCoordinate is true",
 "Country is Ecuador"
 ]
}

 The dataset includes 4057 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006987-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/hjt-80x-tvg
title: Nassarius biendongensis H. H. Kool, 2003

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ndf-5k3-ama
title: Reticunassa jeanmartini (H. H. Kool & H. Dekker, 2006)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/09m-09j-6b3
title: Albinaria corrugata corrugata (Bruguière, 1792)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6gy-3hh-p8y
title: Albinaria nivea (L. Pfeiffer, 1855)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/frj-jsa-erm
title: Albinaria munda milasensis H. Nordsieck, 2014

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/v18-1hc-krc
title: Oxychilus oppressus (Shuttleworth, 1877)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3vp-vld-egp
title: Afropunctum F. Haas, 1934

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/47l-ewk-q4n
title: Acanthochitona crinita (Pennant, 1777)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k5f-0ge-4ap
title: Subulina H. Beck, 1837

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pcv-mwm-btn
title: Albinaria violacea violacea Schilthuizen & E. Gittenberger, 1990

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.qc99j8
title: Occurrence Download

description: A dataset containing 272 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Bouteloua americana"
 ]
}

 The dataset includes 272 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006986-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/ej6-bxn-7rg
title: Vexillum Röding, 1798

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.18348845
title: Evaluating Karst Drywells for Urban Stormwater Infiltration and Aquifer Recharge
DOI: 10.5281/zenodo.18348846
title: Evaluating Karst Drywells for Urban Stormwater Infiltration and Aquifer Recharge
DOI: 10.5281/zenodo.10696444
title: Replication package for: "Telementoring and homeschooling during school closures: A randomized experiment in rural Bangladesh"

description: This document describes the datasets and Stata codes used to replicate the results of the paper titled “Telementoring and homeschooling during school closures: A randomized experiment in rural Bangladesh”.
DOI: 10.5281/zenodo.18348458
title: More Than Movement Routes: The Role of Biocorridors for Feeding, Shelter, and Niche Partitioning of Wild Ungulates

description: Although linear woody elements such as biocorridors are widely recognized for their role in facilitating wildlife movement across fragmented landscapes, to our knowledge, no published study has specifically examined interspecific interactions among sympatric ungulates within these linear habitats. Using camera trap data, we investigated the spatiotemporal use of biocorridors by three sympatric ungulate species – roe deer (Capreolus capreolus), fallow deer (Dama dama), and wild boar (Sus scrofa) – in relation to biocorridor structure, landscape context (adjacent pastures vs. fields), and season. We collected camera-traps images for a total of 56,461 active camera-days across biocorridors. We recorded 19,412 independent events of roe deer, 3,828 of fallow deer and 804 of wild boar. 

All species showed clear diel activity patterns, with roe and fallow deer exhibiting bimodal (crepuscular) and wild boar predominantly nocturnal activity. These patterns were more pronounced during the summer season and became less distinct in winter. All studied ungulates showed the highest frequency of corridor use and preferred structurally complex corridors with dense canopy cover. Wild boar occurrence remained overall low, likely due to their reliance on open fields and crops. Notably, the temporal activity of roe deer shifted in the presence of fallow deer, suggesting temporal displacement consistent with competitive interactions. Our findings underscore the functional importance of biocorridors beyond connectivity, highlighting their role as foraging grounds, shelter, and sites of interspecific interactions. Maintaining and enhancing woody linear elements in agricultural landscapes can support ungulate biodiversity and should be considered in landscape and wildlife management strategies.
DOI: 10.5281/zenodo.18348459
title: More Than Movement Routes: The Role of Biocorridors for Feeding, Shelter, and Niche Partitioning of Wild Ungulates

description: Although linear woody elements such as biocorridors are widely recognized for their role in facilitating wildlife movement across fragmented landscapes, to our knowledge, no published study has specifically examined interspecific interactions among sympatric ungulates within these linear habitats. Using camera trap data, we investigated the spatiotemporal use of biocorridors by three sympatric ungulate species – roe deer (Capreolus capreolus), fallow deer (Dama dama), and wild boar (Sus scrofa) – in relation to biocorridor structure, landscape context (adjacent pastures vs. fields), and season. We collected camera-traps images for a total of 56,461 active camera-days across biocorridors. We recorded 19,412 independent events of roe deer, 3,828 of fallow deer and 804 of wild boar. 

All species showed clear diel activity patterns, with roe and fallow deer exhibiting bimodal (crepuscular) and wild boar predominantly nocturnal activity. These patterns were more pronounced during the summer season and became less distinct in winter. All studied ungulates showed the highest frequency of corridor use and preferred structurally complex corridors with dense canopy cover. Wild boar occurrence remained overall low, likely due to their reliance on open fields and crops. Notably, the temporal activity of roe deer shifted in the presence of fallow deer, suggesting temporal displacement consistent with competitive interactions. Our findings underscore the functional importance of biocorridors beyond connectivity, highlighting their role as foraging grounds, shelter, and sites of interspecific interactions. Maintaining and enhancing woody linear elements in agricultural landscapes can support ungulate biodiversity and should be considered in landscape and wildlife management strategies.
DOI: 10.3535/30j-g72-swm
title: Nassarius biendongensis H. H. Kool, 2003

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/s30-84z-0rf
title: Bulla punctulata A. Adams, 1850

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ats-wkg-pv4
title: Nassarius kooli H. Dekker & Dekkers, 2009

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.26188/31092988
title: Barclay et al. Linking Oyster Reef Spatial Complexity to Sediment Patterns Using UAV Imagery

description: Data set to accompany Barclay et al. Linking Oyster Reef Spatial Complexity to Sediment Patterns Using UAV Imagery
DOI: 10.26188/31092988.v1
title: Barclay et al. Linking Oyster Reef Spatial Complexity to Sediment Patterns Using UAV Imagery

description: Data set to accompany Barclay et al. Linking Oyster Reef Spatial Complexity to Sediment Patterns Using UAV Imagery
DOI: 10.3535/cs5-qex-kre
title: Leptochiton algesirensis (Capellini, 1859)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ee3-lmt-0at
title: Albinaria lycica phaselis H. Nordsieck, 1993

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2ja-byr-gh2
title: Kaliella W. T. Blanford, 1863

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/anr-k6k-l47
title: Albinaria spratti (L. Pfeiffer, 1846)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.54jgjm
title: Occurrence Download

description: A dataset containing 15356 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Xanthium orientale italicum",
 "Year 1950-2024"
 ]
}

 The dataset includes 15356 records from 390 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006993-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25824/redu/0jh3ne
title: Replication data for: DEXO-1 exosqueleto de membros inferiores com muletas instrumentadas

description: Este dataset contém todos os dados de pesquisa gerados durante o desenvolvimento do DEXO-1, um exoesqueleto de membros inferiores de baixo custo (USD 10.000) para assistência à locomoção de indivíduos com paraplegia. Inclui: modelos CAD completos (SolidWorks 2022), esquemas elétricos (EAGLE), firmware para muletas instrumentadas baseadas em ESP32, dados de motion capture processados (30 ciclos de marcha da CMU Database), código-fonte ROS Noetic para controle de impedância, scripts MATLAB/Python para treinamento de modelos Task-Parameterized Gaussian Mixture Models (TP-GMM), simulações Simulink, dados experimentais de testes com muletas instrumentadas (novembro 2024), e todas as figuras utilizadas na tese. Os dados permitem reproduzir os resultados da pesquisa, desenvolver melhorias no sistema DEXO-1, ou servir como base para novos projetos de dispositivos assistivos robóticos de baixo custo. O sistema utiliza TP-GMM com 11 componentes Gaussianos para geração adaptativa de trajetórias de marcha e controle de impedância hierárquico.
DOI: 10.6084/m9.figshare.29850644
title: Discursive strategies and paths forward for EU chemical legislation: bridging German stakeholder narratives on pollution and competitiveness for the announced REACH revision

description: The European Union’s (EU) chemicals policy attempts to balance human health and environmental protection with economic performance, innovation, and substance circulation. Responding to increasing pollution, assessment inadequacies, and economic hardships, the <i>von der Leyen II</i> Commission has announced a revision of the EU’s central chemical regulation, REACH (<i>Registration, Evaluation, Authorisation and Restriction of Chemicals</i>). We analyse stakeholders’ – NGOs, regulators, industrialists, researchers – interactions on policy implementation issues and future-oriented positions surrounding this revision. Given Germany’s pivotal role in EU’s chemical industries and politics, our <i>discursive agency analysis</i> investigates narratives of German stakeholders within broader EU chemical policy discourse. The dataset comprises explorative interviews, stakeholder workshop transcripts, and policy documents. We identify a discursive lock-in between two competing narratives: one prioritising chemical pollution reduction, the other boosting global competitiveness of German and EU chemical industries. This lock-in risks limiting the REACH revision to incremental changes, as stakeholders remain entrenched without resolving fundamental conflicts. To transcend stalemate, we explore underlying assumptions in both narratives that warrant scrutiny. A key opportunity lies in stakeholders’ expressed willingness to collaborate on developing and applying <i>New Approach Methodologies</i>. We propose forming a new discursive coalition that bridges market opportunities with substance grouping and chemical simplification strategies.