cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.5hnuj9
title: Occurrence Download

description: A dataset containing 23460 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pinaceae, Cupressaceae, Taxaceae, Podocarpaceae, Fagaceae, Betulaceae, Juglandaceae, Prunus, Malus, Crataegus, Sorbus, Amelanchier, Ulmaceae, Moraceae, Rhamnaceae, Sapindaceae, Simaroubaceae, Anacardiaceae, Malvaceae, Magnoliaceae, Lauraceae, Salicaceae, Platanaceae, Oleaceae, Bignoniaceae, Cornaceae, Hamamelidaceae, Oxydendrum, Arbutus, Robinia, Cercis, Gleditsia, Gymnocladus, Cladrastis, Albizia, Rutaceae, Aquifoliaceae, Nyssaceae, Araliaceae, Caprifoliaceae, Tamaricaceae, Elaeagnaceae)",
 {
 "or" : [
 "Geometry POLYGON ((-117.05449674032948 33.419185759426526, -116.36402584450515 32.75493335837998, -116.37294630270465 33.53374992711629, -117.05449674032948 33.419185759426526))",
 "Geometry POLYGON ((-120.22465450429739 34.48991030555231, -116.48289885783431 34.140976567046906, -118.92977971983294 34.915555426050325, -120.22465450429739 34.48991030555231))"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Observation, Machine Observation)",
 "Year is greater than or equal to 1980",
 "CoordinateUncertaintyInMeters is less than or equal to 10000"
 ]
}

 The dataset includes 23460 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042162-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.71796/wits-figshare.30020548
title: Epidemiology and outcomes of acute kidney injury at a tertiary facility in Johannesburg, South Africa

description: This anonymized dataset contains demographic, epidemiological, treatment, and outcomes data of 224 patients diagnosed and treated for acute kidney injury at Helen Joseph Hospital between 1/7/2020 and 31/12/2021.
DOI: 10.15468/dl.x2skzj
title: Occurrence Download

description: A dataset containing 4782 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lathyrus ochroleucus",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4782 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042192-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.71796/wits-figshare.30020548.v1
title: Epidemiology and outcomes of acute kidney injury at a tertiary facility in Johannesburg, South Africa

description: This anonymized dataset contains demographic, epidemiological, treatment, and outcomes data of 224 patients diagnosed and treated for acute kidney injury at Helen Joseph Hospital between 1/7/2020 and 31/12/2021.
DOI: 10.6084/m9.figshare.30648386.v1
title: Fig 5: Temporal evolution of protected area occupancy

description: Data and code for temporal analysis of protected areas within the MAR (Figure 5) from "Lessons Learned for Transboundary Evidence-Based Coastal Marine Conservation: A 30-Year Perspective of the Mesoamerican Reef Ecoregion". Data includes country boundaries, marine protected areas, and terrestrial protected areas. More information on data sources and citations can be found in the "readme" file.
DOI: 10.6084/m9.figshare.30648248.v2
title: Fig 1: MAR Study Map Data and Code

description: Data and R Code used in the study map (Figure 1) in "Lessons Learned for Transboundary Evidence-Based Coastal Marine Conservation: A 30-Year Perspective of the Mesoamerican Reef Ecoregion". Data layers include coral, mangrove, seagrass, human population, and MAR boundary. See "readme" for more information on data sources and citations.
DOI: 10.15468/dl.4vcdm8
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-108.5688 23.09913, -108.4188 23.09913, -108.4188 23.24913, -108.5688 23.24913, -108.5688 23.09913))"
 ]
}

 The dataset includes 28 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042194-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m4sqam
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Puma concolor",
 "Year 2025-2025"
 ]
}

 The dataset includes 43 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042193-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.unxa9j
title: Occurrence Download

description: A dataset containing 59916 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ginkgo biloba"
 ]
}

 The dataset includes 59916 records from 697 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042157-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j8b2te
title: Occurrence Download

description: A dataset containing 10947 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Centratherum punctatum Cass."
 ]
}

 The dataset includes 10947 records from 333 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008785-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sh6cyf
title: Occurrence Download

description: A dataset containing 9399 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "TaxonKey is Anas wyvilliana P.L.Sclater, 1878"
 ]
}

 The dataset includes 9399 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008786-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2an89x
title: Occurrence Download

description: A dataset containing 177 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Russian Federation",
 "GadmGid is RUS.42_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Mantis religiosa (Linne, 1758)"
 ]
}

 The dataset includes 177 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006357-250525065834625/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.29209748
title: Questionnaire data;AMOS model analysis

description: This study focuses on the usage behavior of elderly users toward electronic payment systems in the internet era. Based on the Technology Acceptance Model (TAM), we integrate perceived risk and cash stickiness to construct a model analyzing factors influencing elderly users’ intention to use electronic payments. Through empirical analysis of 333 valid questionnaires, exploratory factor analysis (EFA), confirmatory factor analysis (CFA), and structural equation modeling (SEM) were employed to examine the relationships among perceived ease of use, perceived usefulness, economic risk, privacy risk, cash stickiness, attitude, and usage intention.The results indicate that perceived ease of use exerts a significantly positive effect on perceived usefulness and attitude, aligning with the theoretical predictions of TAM. Cash stickiness demonstrates a significantly negative effect on usage intention, while attitude directly and positively influences usage intention. However, the impacts of economic risk and privacy risk on attitude did not reach statistical significance, possibly due to elderly users’ limited risk awareness or enhanced security measures in current payment systems.
DOI: 10.6084/m9.figshare.29209748.v1
title: Questionnaire data;AMOS model analysis

description: This study focuses on the usage behavior of elderly users toward electronic payment systems in the internet era. Based on the Technology Acceptance Model (TAM), we integrate perceived risk and cash stickiness to construct a model analyzing factors influencing elderly users’ intention to use electronic payments. Through empirical analysis of 333 valid questionnaires, exploratory factor analysis (EFA), confirmatory factor analysis (CFA), and structural equation modeling (SEM) were employed to examine the relationships among perceived ease of use, perceived usefulness, economic risk, privacy risk, cash stickiness, attitude, and usage intention.The results indicate that perceived ease of use exerts a significantly positive effect on perceived usefulness and attitude, aligning with the theoretical predictions of TAM. Cash stickiness demonstrates a significantly negative effect on usage intention, while attitude directly and positively influences usage intention. However, the impacts of economic risk and privacy risk on attitude did not reach statistical significance, possibly due to elderly users’ limited risk awareness or enhanced security measures in current payment systems.
DOI: 10.5281/zenodo.15180140
title: Residential Household Dataset: Occupancy, Water, and Electricity Data

description: Please also consider citing this report describing this dataset in detail when using this data: 

Schaffer, M., Jensen, R. L., Larsen, T. S., Marszal-Pomianowska, A., Rohde, L., Rubak, E., & Vera-Valdés, J. E. (2025). Residential Household Dataset: Occupancy, Water, and Electricity Data. Department of the Built Environment, Aalborg University. DCE Technical Reports No. 327 https://doi.org/10.54337/aau780546283

This dataset includes:



One year of manually labelled daily occupancy and hourly water use for 10 single-family houses in Denmark.



Labelled by five independent annotators.



Hourly occupancy, collected via diaries,  and hourly water use for 8 residential buildings for 122 days.



For 7 of those, hourly electricity use is also available.

For 6 of those, information on whether the dishwasher or washing machine was used during the unoccupied period is available.



All code was performed for processing and data collection.


Please see the reference for a detailed description, including a description of the file structure. The final dataset is additionally provided as an extra folder (final_data.zip) for convenience.
DOI: 10.5281/zenodo.15180141
title: Residential Household Dataset: Occupancy, Water, and Electricity Data

description: Please also consider citing this report describing this dataset in detail when using this data: 

Schaffer, M., Jensen, R. L., Larsen, T. S., Marszal-Pomianowska, A., Rohde, L., Rubak, E., & Vera-Valdés, J. E. (2025). Residential Household Dataset: Occupancy, Water, and Electricity Data. Department of the Built Environment, Aalborg University. DCE Technical Reports No. 327 https://doi.org/10.54337/aau780546283

This dataset includes:



One year of manually labelled daily occupancy and hourly water use for 10 single-family houses in Denmark.



Labelled by five independent annotators.



Hourly occupancy, collected via diaries,  and hourly water use for 8 residential buildings for 122 days.



For 7 of those, hourly electricity use is also available.

For 6 of those, information on whether the dishwasher or washing machine was used during the unoccupied period is available.



All code was performed for processing and data collection.


Please see the reference for a detailed description, including a description of the file structure. The final dataset is additionally provided as an extra folder (final_data.zip) for convenience.
DOI: 10.15468/dl.prxnm9
title: Occurrence Download

description: A dataset containing 6013 species occurrences available 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 (Porifera)",
 "Geometry POLYGON((-75.79241894835965 10.192164507727696,-75.79241894835965 10.16030875230041,-75.695074359637 10.16030875230041,-75.695074359637 10.192164507727696,-75.79241894835965 10.192164507727696))"
 ]
 }
 ]
}

 The dataset includes 6013 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014875-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/06z-1ny-1y2
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y42-peh-vh1
title: Orthiopteris Copel.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/145-s0m-r6z
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/3sc-bxn-g3c
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6az-8ta-2jj
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y53-6xv-bjy
title: Taxodium Rich.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ka2-2m2-eyd
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/999-yb7-dsw
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xhq-5lc-j5m
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/48s-l5w-szy
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8zp-vsm-ftk
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/37m-xhc-m3c
title: Salix L.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ew6-1x0-gpp
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/wtm-dye-968
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/psh-c50-6yr
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/waf-map-gsb
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bvj-7tc-mz0
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ab1-vww-28f
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m7t-0s8-md7
title: Salix L.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/egz-nss-cka
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ggr-y80-65f
title: Ulmus glabra Huds.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h7b-c1p-q2c
title: Voacanga Thouars

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1gh-e4f-x0s
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t8p-yb4-9qy
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/784-9x0-f5h
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/l7j-8bk-82l
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nkk-z8w-cp5
title: Soulamea Lam.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4fy-dg3-e73
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/642-q3c-dad
title: †Naiadites Dawson, 1860

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/dp5-5sa-cfs
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/emk-f6h-3mv
title: Orthiopteris Copel.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/b6r-d93-nbs
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vej-4wn-swg
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.pf3sk8
title: Occurrence Download

description: A dataset containing 1801 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Araucaria angustifolia"
 ]
}

 The dataset includes 1801 records from 190 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024038-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/hnv-aht-8rt
title: Orthiopteris Copel.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pqv-y0z-ape
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.22002/x59c0-r6q36
title: Thermococcus kodakarenis

description: Raw data files of Thermococcus kodakarenis
description: <strong>Tilt Series Date:</strong> 2015-07-08</p>
<strong>Data Taken By:</strong> Ariane Briegel</p>
<strong>Species / Specimen:</strong> Thermococcus kodakarensis</p>
<strong>Strain:</strong> </p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-60.0°, 60.0°), step: 1°, constant angular increment, dosage: 160.0 eV/Å²,  defocus: -8.0 μm,  magnification: 33000x. </p>
<strong>Microscope:</strong> Janelia Titan</p>
<strong>Acquisition Software:</strong> UCSFTomo</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Raptor</p>
<strong>Collaborators and Roles:</strong> Robert Gunsalus</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/aba2015-07-08-28/rawdata/</p>kodakaaltkas4new0001.mrc,  Tilt Series (Pixel Size 0.331 nm), 3.3 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/aba2015-07-08-28/rawdata/kodakaaltkas4new0001.mrc"
        > <i class="download icon"></i> Download </a></p>

        kodakaaltkas4new0001_full.rec,  Reconstruction (Pixel Size 1.324 nm), 688.9 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/aba2015-07-08-28/3dimage_58862/kodakaaltkas4new0001_full.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/jzc63-fgy95
title: E. coli pED208_6um

description: Raw data files of E. coli pED208_6um
description: <strong>Tilt Series Date:</strong> 2015-01-17</p>
<strong>Data Taken By:</strong> Elitza Tocheva</p>
<strong>Species / Specimen:</strong> Escherichia coli</p>
<strong>Strain:</strong> </p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-60.0°, 60.0°), step: 1°, constant angular increment, dosage: 180.0 eV/Å²,  defocus: -10.0 μm,  magnification: 22500x. </p>
<strong>Microscope:</strong> Caltech Polara</p>
<strong>Acquisition Software:</strong> UCSFTomo</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Raptor</p>
<strong>Purification / Growth Conditions / Treatment:</strong> cells were grown in LB o/n</p>
<strong>Sample Preparation:</strong> Vitrobot</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/etl2015-01-17-42/rawdata/</p>ped208_6um0038.mrc,  Tilt Series (Pixel Size 0.5 nm), 3.4 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/etl2015-01-17-42/rawdata/ped208_6um0038.mrc"
        > <i class="download icon"></i> Download </a></p>

        ped208_6um0038_part121_5.rec,  Reconstruction (Pixel Size 2.0 nm), 445.4 MB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/etl2015-01-17-42/3dimage_50941/ped208_6um0038_part121_5.rec"
        > <i class="download icon"></i> Download </a></p>
DOI: 10.22002/c3fsk-cvb77
title: M. xanthus PilY1.3-sfGFP

description: PilY1.3-sfGFP (SA7661+pMAT321)Grid box YWC262
description: <strong>Tilt Series Date:</strong> 2017-11-27</p>
<strong>Data Taken By:</strong> Yi-Wei Chang</p>
<strong>Species / Specimen:</strong> Myxococcus xanthus</p>
<strong>Strain:</strong> </p>
<strong>Tilt Series Settings:</strong>  Single Axis, tilt range: (-60.0°, 60.0°), step: 1.0°, constant angular increment, dosage: 180.0 eV/Å²,  defocus: -6.0 μm,  magnification: 27500x. </p>
<strong>Microscope:</strong> Caltech Polara</p>
<strong>Acquisition Software:</strong> UCSFTomo</p>
<strong>Upload Method:</strong> pipeline</p>
<strong>Processing Software Used:</strong> Raptor</p>
<strong>Collaborators and Roles:</strong> Strain form Lotte Sogaard-Andersen</p>
description: Files available via S3 at https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/ycw2017-11-27-6/rawdata/</p>20171127_YWC262_10006.mrc,  Tilt Series (Pixel Size 0.39 nm), 3.4 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/ycw2017-11-27-6/rawdata/20171127_YWC262_10006.mrc"
        > <i class="download icon"></i> Download </a></p>

        20171127_YWC262_10006.rec,  Reconstruction (Pixel Size 1.56 nm), 1.1 GB  
        
<a role="button" class="ui compact mini button" href="https://sdsc.osn.xsede.org/ini210004tommorrell/tomography_archive/ycw2017-11-27-6/3dimage_90547/20171127_YWC262_10006.rec"
        > <i class="download icon"></i> Download </a></p>