cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/zjk-46g-15d
title: Dypterygia scabriuscula (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/801-kv0-yqb
title: Danaus (Anosia) chrysippus (Linnaeus, 1758)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/842-f24-5v7
title: Hoplodrina octogenaria (Goeze, 1781)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/m8s-800-red
title: Amphipyra (Amphipyra) tragopoginis (Clerck, 1759)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6ja-qzz-q6h
title: Hydraecia micacea Esper, 1789

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zze-wt8-rqv
title: Caradrina (Caradrina) morpheus (Hufnagel, 1766)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.5281/zenodo.15792484
title: Leveraging 360-Degree Videos to Enhance Computing Education: a Tertiary Study

description: This dataset contains the raw and processed data used in the tertiary study, “Leveraging 360-Degree Videos to Enhance Computing Education: A Tertiary Study,” accepted at the 2025 Frontiers in Education Conference. The dataset includes:



README File: Provides an overview of the dataset.

Search Queries: Lists the search queries used to identify relevant secondary studies across different databases.

Inclusion/Exclusion Criteria and Data Extraction Form: Contains the criteria for study selection and a form to extract data aligned with the research questions.

Data Screening: Details the two-level screening of studies (title/abstract and full-text screening) and the screening of additional studies identified through snowballing. It also includes domain categorization of all included studies.

Quality Assessment: Includes the criteria, scoring, and quality accepted studies.

Data Compilation: Presents organized data along with findings related to study design, interactive elements, and technical aspects.
DOI: 10.5281/zenodo.15792485
title: Leveraging 360-Degree Videos to Enhance Computing Education: a Tertiary Study

description: This dataset contains the raw and processed data used in the tertiary study, “Leveraging 360-Degree Videos to Enhance Computing Education: A Tertiary Study,” accepted at the 2025 Frontiers in Education Conference. The dataset includes:



README File: Provides an overview of the dataset.

Search Queries: Lists the search queries used to identify relevant secondary studies across different databases.

Inclusion/Exclusion Criteria and Data Extraction Form: Contains the criteria for study selection and a form to extract data aligned with the research questions.

Data Screening: Details the two-level screening of studies (title/abstract and full-text screening) and the screening of additional studies identified through snowballing. It also includes domain categorization of all included studies.

Quality Assessment: Includes the criteria, scoring, and quality accepted studies.

Data Compilation: Presents organized data along with findings related to study design, interactive elements, and technical aspects.
DOI: 10.3535/7fe-nwp-b9h
title: Hydraecia micacea Esper, 1789

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/yp7-4dn-kcd
title: Acronicta (Viminia) auricoma ([Denis & Schiffermüller], 1775)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kvk-9fd-x83
title: Papilio helenus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r0t-1ll-q4h
title: Papilionidae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.rm68cw
title: Occurrence Download

description: A dataset containing 730848 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Material citation, Specimen, Occurrence evidence)",
 "Country is United States of America",
 "OccurrenceStatus is Present",
 "TaxonKey is Amphibia",
 "Year 1958-1990"
 ]
}

 The dataset includes 730848 records from 135 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0101425-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gdf5m3
title: Occurrence Download

description: A dataset containing 4982 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pedicularis sylvatica)",
 "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 4982 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008640-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b2njg5
title: Occurrence Download

description: A dataset containing 321 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyprinodon eximius"
 ]
}

 The dataset includes 321 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008643-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fmrypg
title: Occurrence Download

description: A dataset containing 28701 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "StateProvince is Oregon",
 "TaxonKey is Amphibia"
 ]
}

 The dataset includes 28701 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008641-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jxetrh
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Phase-contrast synchrotron microtomography reveals the internal morphology of a new fossil species of the Corticaria-sylvicola - group (Coleoptera: Latridiidae)"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000261-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jg5pur
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/0000921-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ivgrox
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/0014579-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5fcfs5
title: Occurrence Download

description: A dataset containing 123623264 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "TaxonKey is Anseriformes"
 ]
}

 The dataset includes 123623264 records from 3185 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0436046-210914110416597/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.30473177
title: <b>Soil Salinity and Alkalinization</b>

description: In April and October 2023, soil samples were collected from the three treatments, R-17 (17 years of rice reclamation) and R6 (6 years of rice reclamation), and CK (saline-sodic bare land), at depth intervals of 0-20, 20-40, and 40-60 cm depth using a soil auger. In each treatment, three replications were randomly taken from each soil depth, making a total of 27 samples. These properties were analyzed for soil saline and alkalinization properties.
DOI: 10.6084/m9.figshare.30473177.v1
title: <b>Soil Salinity and Alkalinization</b>

description: In April and October 2023, soil samples were collected from the three treatments, R-17 (17 years of rice reclamation) and R6 (6 years of rice reclamation), and CK (saline-sodic bare land), at depth intervals of 0-20, 20-40, and 40-60 cm depth using a soil auger. In each treatment, three replications were randomly taken from each soil depth, making a total of 27 samples. These properties were analyzed for soil saline and alkalinization properties.
DOI: 10.15468/dl.m9byut
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.28_1",
 "TaxonKey is Oxytropis bicolor"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005920-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bcj6sv
title: Occurrence Download

description: A dataset containing 58 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.28_1",
 "TaxonKey is Oxytropis biloba"
 ]
}

 The dataset includes 58 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005921-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17416427
title: 4D-STEM data for in situ heating of irradiated amorphous GaAs

description: These datasets were used to study the recrystallization behavior of ion-irradiated amorphous gallium arsenide (GaAs) using in situ four-dimensional scanning transmission electron microscopy (4D-STEM). The GaAs samples were irradiated with 400 keV Ne$^{++}$ ions to a fluence of $2 \times 10^{16}$ ions/cm$^2$, producing a distinct amorphous layer. Following irradiation, top-down recrystallization occurred at ambient temperature, initiating from the surface and progressing partially into the amorphous layer. The resulting structure is amorphous GaAs sandwiched between two layers of crystalline GaAs.

The data were collected from a focused ion beam (FIB)–prepared lamella oriented with the [101] crystallographic direction along the electron beam. In situ heating experiments were performed from room temperature (25 °C) to 400 °C in 50 °C increments using a MEMS-based Protochips heating holder. At each temperature, diffraction datasets were collected sequentially from two distinct regions on the same lamella, region 1 (provided) followed by region 2 (not provided here). Each 4D-STEM acquisition took approximately 12 minutes, introducing both a temperature and time component to the datasets. The data for region 1 are provided here.

All datasets were collected on an FEI Titan operated at 300 kV in microprobe mode with a camera length of 770 mm and a convergence semi-angle of 0.76 mrad. The probe step size was 5 nm, resulting in partial overlap between adjacent probe positions.

File Types

.dm4 (Gatan DigitalMicrograph) files are provided with the raw 4D-STEM data for each region and temperature step. Each dataset corresponds to one acquisition at a defined temperature and region on the lamella. 

File names state the experimental region (region 1, in this case) and the temperature at which they were collected.

Summary of Datasets





GaAs irradiated with 400 keV Ne$^{++}$ to $2 \times 10^{16}$ ions/cm²




[101]-oriented FIB lamella




Temperature range: 25 °C – 400 °C (50 °C increments)




Step size: 5 nm


Real space pixel size: 5 nm



Convergence semi-angle: 0.76 mrad




Camera length: 770 mm


k-space pixel size: 0.23 mrad



Acceleration voltage: 300 kV



Los Alamos National Laboratory LA-UR-25-25818. Contact: ellisrae@berkeley.edu
DOI: 10.5281/zenodo.17416428
title: 4D-STEM data for in situ heating of irradiated amorphous GaAs

description: These datasets were used to study the recrystallization behavior of ion-irradiated amorphous gallium arsenide (GaAs) using in situ four-dimensional scanning transmission electron microscopy (4D-STEM). The GaAs samples were irradiated with 400 keV Ne$^{++}$ ions to a fluence of $2 \times 10^{16}$ ions/cm$^2$, producing a distinct amorphous layer. Following irradiation, top-down recrystallization occurred at ambient temperature, initiating from the surface and progressing partially into the amorphous layer. The resulting structure is amorphous GaAs sandwiched between two layers of crystalline GaAs.

The data were collected from a focused ion beam (FIB)–prepared lamella oriented with the [101] crystallographic direction along the electron beam. In situ heating experiments were performed from room temperature (25 °C) to 400 °C in 50 °C increments using a MEMS-based Protochips heating holder. At each temperature, diffraction datasets were collected sequentially from two distinct regions on the same lamella, region 1 (provided) followed by region 2 (not provided here). Each 4D-STEM acquisition took approximately 12 minutes, introducing both a temperature and time component to the datasets. The data for region 1 are provided here.

All datasets were collected on an FEI Titan operated at 300 kV in microprobe mode with a camera length of 770 mm and a convergence semi-angle of 0.76 mrad. The probe step size was 5 nm, resulting in partial overlap between adjacent probe positions.

File Types

.dm4 (Gatan DigitalMicrograph) files are provided with the raw 4D-STEM data for each region and temperature step. Each dataset corresponds to one acquisition at a defined temperature and region on the lamella. 

File names state the experimental region (region 1, in this case) and the temperature at which they were collected.

Summary of Datasets





GaAs irradiated with 400 keV Ne$^{++}$ to $2 \times 10^{16}$ ions/cm²




[101]-oriented FIB lamella




Temperature range: 25 °C – 400 °C (50 °C increments)




Step size: 5 nm


Real space pixel size: 5 nm



Convergence semi-angle: 0.76 mrad




Camera length: 770 mm


k-space pixel size: 0.23 mrad



Acceleration voltage: 300 kV



Los Alamos National Laboratory LA-UR-25-25818. Contact: ellisrae@berkeley.edu
DOI: 10.15468/dl.5v6vft
title: Occurrence Download

description: A dataset containing 13245 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is Africa",
 "Country is Ethiopia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Mammalia, Testudines, Crocodylia, Squamata, Aves, Amphibia)"
 ]
}

 The dataset includes 13245 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005922-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nf55s2
title: Occurrence Download

description: A dataset containing 134 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "CoordinateUncertaintyInMeters 0.0-10000.0",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Nymphaea mexicana",
 "Year 1900-2025"
 ]
}

 The dataset includes 134 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005923-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4bcwwr
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.28_1",
 "TaxonKey is Stellaria aquatica"
 ]
}

 The dataset includes 15 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005924-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17470333
title: DATABASE. Machine learning gap-filling of hydrometeorological time series in south-central Chile: streamflow, temperature, and precipitation

description: Observed and MissForest gap-filled hydrometeorological database used in the study "Machine learning gap-filling of hydrometeorological time series in south-central Chile: streamflow, temperature, and precipitation."
DOI: 10.5281/zenodo.17470334
title: DATABASE. Machine learning gap-filling of hydrometeorological time series in south-central Chile: streamflow, temperature, and precipitation

description: Observed and MissForest gap-filled hydrometeorological database used in the study "Machine learning gap-filling of hydrometeorological time series in south-central Chile: streamflow, temperature, and precipitation."
DOI: 10.6084/m9.figshare.30473195
title: Supporting individuals with chronic health conditions in the workplace: a scoping review

description: Globally, individuals living with chronic health conditions are becoming more prevalent, with many continuing to be engaged in paid employment; however, there has been no collation of the types of workplace accommodations, modifications and supports available globally for working age individuals with any type of chronic health condition. A scoping review was conducted of electronic databases utilising the JBI methodology for scoping reviews. The review aimed to determine the types of workplace accommodations, modifications and supports that were provided to individuals who were living with at least one chronic health conditions and aged 16–67. Thirteen research articles were included in the scoping review with two overarching categories identified. The first category, the organisation’s immediate responses to the current symptoms of the individual consisted of four main themes. The second category had five themes focused on the organisation’s ongoing or longer-term responses to the chronic disease process. Workplace accommodations, modifications and supports provided to those living with chronic health conditions varied between countries and may depend upon award conditions and stipulations. Self-advocacy and employer understanding of the impacts of chronic health conditions played an important role in whether workplace accommodations, modifications and supports were offered. Both reactive (immediate) and proactive (long-term) approaches are needed to support individuals with chronic health conditions within the workplace.Supporting individuals to advocate (self-advocacy) for their required workplace accommodations, modifications and supports is vital.Rehabilitation plans should include flexible working hours to lessen the impact of an individual’s chronic health condition within the workplace while also supporting their ongoing participation in employment. Both reactive (immediate) and proactive (long-term) approaches are needed to support individuals with chronic health conditions within the workplace. Supporting individuals to advocate (self-advocacy) for their required workplace accommodations, modifications and supports is vital. Rehabilitation plans should include flexible working hours to lessen the impact of an individual’s chronic health condition within the workplace while also supporting their ongoing participation in employment.
DOI: 10.6084/m9.figshare.30473195.v1
title: Supporting individuals with chronic health conditions in the workplace: a scoping review

description: Globally, individuals living with chronic health conditions are becoming more prevalent, with many continuing to be engaged in paid employment; however, there has been no collation of the types of workplace accommodations, modifications and supports available globally for working age individuals with any type of chronic health condition. A scoping review was conducted of electronic databases utilising the JBI methodology for scoping reviews. The review aimed to determine the types of workplace accommodations, modifications and supports that were provided to individuals who were living with at least one chronic health conditions and aged 16–67. Thirteen research articles were included in the scoping review with two overarching categories identified. The first category, the organisation’s immediate responses to the current symptoms of the individual consisted of four main themes. The second category had five themes focused on the organisation’s ongoing or longer-term responses to the chronic disease process. Workplace accommodations, modifications and supports provided to those living with chronic health conditions varied between countries and may depend upon award conditions and stipulations. Self-advocacy and employer understanding of the impacts of chronic health conditions played an important role in whether workplace accommodations, modifications and supports were offered. Both reactive (immediate) and proactive (long-term) approaches are needed to support individuals with chronic health conditions within the workplace.Supporting individuals to advocate (self-advocacy) for their required workplace accommodations, modifications and supports is vital.Rehabilitation plans should include flexible working hours to lessen the impact of an individual’s chronic health condition within the workplace while also supporting their ongoing participation in employment. Both reactive (immediate) and proactive (long-term) approaches are needed to support individuals with chronic health conditions within the workplace. Supporting individuals to advocate (self-advocacy) for their required workplace accommodations, modifications and supports is vital. Rehabilitation plans should include flexible working hours to lessen the impact of an individual’s chronic health condition within the workplace while also supporting their ongoing participation in employment.
DOI: 10.15468/dl.8bauh3
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.28_1",
 "TaxonKey is Anthriscus sylvestris"
 ]
}

 The dataset includes 45 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005925-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.