cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.dkgp65
title: Occurrence Download

description: A dataset containing 239 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "MediaType is Image",
 "PublishingOrg is one of (ff90b050-c256-11db-b71b-b8a03c50a862, 90fd6680-349f-11d8-aa2d-b8a03c50a862, 3c6ad080-bdbe-11da-ac59-b8a03c50a862, 66522820-055c-11d8-b84e-b8a03c50a862, 53e59855-7653-4d3e-87cc-162021713823, 061b4f20-f241-11da-a328-b8a03c50a862, 4265f332-341c-45f6-b30b-5dc2e39b86e8, 38a69420-bd2a-11dd-b15e-b8a03c50a862, 814cdfb5-d4f8-4453-815f-ea5df98e76bf)",
 "TaxonKey is Cissus L."
 ]
}

 The dataset includes 239 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015434-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26036/cnp0007399
title: Transcriptomic Profiling of Lutraria sieboldii Larvae: Insights into the Molecular Mechanisms of Attachment and Metamorphosis

description: Transcriptomic Profiling of Lutraria sieboldii Larvae: Insights into the Molecular Mechanisms of Attachment and Metamorphosis
DOI: 10.15468/dl.xu3wcx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "ScientificName" : [
 "is Picumnus pumilus"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009043-250515123054153/datasets/export for details.
DOI: 10.7303/syn61795492.1
title: CA268072-msls-6-2024-Exemplary-Segmentation
DOI: 10.5281/zenodo.15274053
title: Global and regional distribution of brGDGTs MBT5ME prxies  in soil and peats across elevation and latitudinal transects

description: The supplementary tables present data on the distribution of brGDGT proxies, environmental and soil parameters measured in soil samples collected across the western Himalaya, as well as brGDGT proxy distributions and environmental parameters for global latitudinal soils, global elevation soils, and global peat samples.
DOI: 10.15468/dl.w7unm4
title: Occurrence Download

description: A dataset containing 767 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Tropicos MO Specimen Data",
 "TaxonKey is Guadua Kunth"
 ]
}

 The dataset includes 767 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009614-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.guswv2
title: Occurrence Download

description: A dataset containing 1436 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Ethiopia",
 "OccurrenceStatus is Present",
 "TaxonKey is Lybius undatus (Rüppell, 1837)"
 ]
}

 The dataset includes 1436 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009615-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tbsm3w
title: Occurrence Download

description: A dataset containing 42999 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ambrosia trifida L."
 ]
}

 The dataset includes 42999 records from 509 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009609-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wksydv
title: Occurrence Download

description: A dataset containing 11630 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Calystegia pellita subsp. pellita, Calystegia ×howittiorum Brummitt, Calystegia ×pulchra Brumm. & Heywood, Camissonia campestris subsp. campestris, Campanula fragilis subsp. fragilis)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 11630 records from 195 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003668-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j9vr27
title: Occurrence Download

description: A dataset containing 213 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Trilepida macrolepis"
 ]
}

 The dataset includes 213 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001486-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17640874
title: MYRIAD-SIM Stochastic Weather Dataset for Case Studies

description: These are stochastic weather datasets for different case study areas that have been explored in a forthcoming study on multi-hazard return periods. The following case study areas are included:



Burgundy, France

Sicily, Italy

UK & Ireland.


This stochastic dataset has been generated by the MYRIAD-Stochastic vIne-copula Model (MYRIAD-SIM) (Claassen et al., 2025). MYRIAD-SIM captures both spatiotemporal and multivariate dependencies with the use of conditional vine copulas, a statistical tool. 

The simulated data each relevant variable and variable are provided in a NetCDF file. Each NetCDF contains four dimensions and five attributes, as described in Table 1. The data variable names are t2m, pr, ws, for temperature, precipitation and wind speed respectively. The data has 64 ensemble members which each run from 2008 to 2023.

Table 1: Description of dimensions and attributes in the dataset NetCDF files.




Category
Description




Dimensions
 


ens
Ensemble member index (0 to 15), representing different model runs.


time
Time dimension, ranging from 2008-01-01 to 2023-12-31.


latitude
Latitude values (degrees north).


longitude
Longitude values (degrees east).


Attributes
 


units
Units of measurement for each variable.


standard_name
Full name of each variable.


description
Brief explanation of each variable's meaning and origin.


version
Version number of the dataset.


created
Date when the dataset was generated.
DOI: 10.5281/zenodo.17640875
title: MYRIAD-SIM Stochastic Weather Dataset for Case Studies

description: These are stochastic weather datasets for different case study areas that have been explored in a forthcoming study on multi-hazard return periods. The following case study areas are included:



Burgundy, France

Sicily, Italy

UK & Ireland.


This stochastic dataset has been generated by the MYRIAD-Stochastic vIne-copula Model (MYRIAD-SIM) (Claassen et al., 2025). MYRIAD-SIM captures both spatiotemporal and multivariate dependencies with the use of conditional vine copulas, a statistical tool. 

The simulated data each relevant variable and variable are provided in a NetCDF file. Each NetCDF contains four dimensions and five attributes, as described in Table 1. The data variable names are t2m, pr, ws, for temperature, precipitation and wind speed respectively. The data has 64 ensemble members which each run from 2008 to 2023.

Table 1: Description of dimensions and attributes in the dataset NetCDF files.




Category
Description




Dimensions
 


ens
Ensemble member index (0 to 15), representing different model runs.


time
Time dimension, ranging from 2008-01-01 to 2023-12-31.


latitude
Latitude values (degrees north).


longitude
Longitude values (degrees east).


Attributes
 


units
Units of measurement for each variable.


standard_name
Full name of each variable.


description
Brief explanation of each variable's meaning and origin.


version
Version number of the dataset.


created
Date when the dataset was generated.
DOI: 10.15468/dl.g5u2bp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pohlia proligera",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "CoordinateUncertaintyInMeters is less than or equal to 30",
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "Year is greater than or equal to 2014",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001487-251120083545085/datasets/export for details.
DOI: 10.6084/m9.figshare.30671120
title: “Opening the Box to Explore the Contents” All raw data

description: This study adopts a consumer preference-driven approach and employs a mixed-methods research methodology to construct a systematic design decision-making model. By integrating literature review analysis, online review data mining, and screening, the study identifies preliminary key criteria for the design of museum-themed blind box cultural and creative products. Subsequently, the Fuzzy Delphi Method is applied to select the final 12 key design criteria, encompassing three dimensions: product value and experience, design aesthetics and craftsmanship, and cultural drivers and identity. The study uses museums in the Macau region as a case study and combines the Analytic Hierarchy Process to calculate the weighting ratios of each criterion. Based on the decision-making model and the weighting values of its internal elements, two design practices for blind box-style cultural and creative products were conducted, both of which utilized IPA as an auxiliary tool to ensure alignment with consumer preferences. The study also discusses the interdependent relationships among the various elements within the framework. The research findings provide theoretical support and optimization recommendations for museums in the development and design of blind box-style cultural and creative products, thereby promoting the better alignment of such products with consumer needs.
DOI: 10.6084/m9.figshare.30671120.v1
title: “Opening the Box to Explore the Contents” All raw data

description: This study adopts a consumer preference-driven approach and employs a mixed-methods research methodology to construct a systematic design decision-making model. By integrating literature review analysis, online review data mining, and screening, the study identifies preliminary key criteria for the design of museum-themed blind box cultural and creative products. Subsequently, the Fuzzy Delphi Method is applied to select the final 12 key design criteria, encompassing three dimensions: product value and experience, design aesthetics and craftsmanship, and cultural drivers and identity. The study uses museums in the Macau region as a case study and combines the Analytic Hierarchy Process to calculate the weighting ratios of each criterion. Based on the decision-making model and the weighting values of its internal elements, two design practices for blind box-style cultural and creative products were conducted, both of which utilized IPA as an auxiliary tool to ensure alignment with consumer preferences. The study also discusses the interdependent relationships among the various elements within the framework. The research findings provide theoretical support and optimization recommendations for museums in the development and design of blind box-style cultural and creative products, thereby promoting the better alignment of such products with consumer needs.
DOI: 10.5281/zenodo.17666265
title: CUESTIONARIO VERSIÓN FINAL
DOI: 10.5281/zenodo.17666264
title: CUESTIONARIO VERSIÓN FINAL
DOI: 10.15468/dl.r4dfyj
title: Occurrence Download

description: A dataset containing 132 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Amerotyphlops reticulatus"
 ]
}

 The dataset includes 132 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001488-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h9rxjv
title: Occurrence Download

description: A dataset containing 152667 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "OccurrenceStatus is Present",
 "TaxonKey is Bombus impatiens",
 "Year 1981-2023"
 ]
}

 The dataset includes 152667 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001470-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17666271
title: QUESTIONNAIRE
DOI: 10.5281/zenodo.17666272
title: QUESTIONNAIRE
DOI: 10.15468/dl.z6r4n4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pohlia sphagnicola",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Country is Germany",
 "CoordinateUncertaintyInMeters is less than or equal to 30",
 "DistanceFromCentroidInMeters is greater than or equal to 2000",
 "Year is greater than or equal to 2014",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001489-251120083545085/datasets/export for details.
DOI: 10.15468/dl.fnyfs2
title: Occurrence Download

description: A dataset containing 9608 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dascyllus trimaculatus"
 ]
}

 The dataset includes 9608 records from 159 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001490-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.26vd4y
title: Occurrence Download

description: A dataset containing 478 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.17_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Sciurus carolinensis",
 "Year 2010-2025"
 ]
}

 The dataset includes 478 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001491-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/gcmfr4b575
title: Western Ringtail Possum Regional Dataset 2018-19

description: This data was collected and analysed for the publication - After expert elicitation: the importance of evidence-based conservation assessments to close knowledge gaps for endangered species conservation.
DOI: 10.17632/c2w7759sd3
title: A Versatile Low-Cost Data Acquisition System for Small Rocket Engine Test Bench

description: Small sounding rockets often carry scientific instruments to collect data in atmospheric environments. In the context of university-level education and research, their development offers students a hands-on, multidisciplinary platform to study propulsion, aerodynamics, electronic instrumentation, and others. A critical component of sounding rocket experimentation involves engine testing and validation, which typically requires the design and implementation of a dedicated test bench. These test benches are essential for ensuring experimental safety and reliability while enabling the acquisition of accurate performance data.
This work presents the design and implementation of a versatile, low-cost data acquisition (DAQ) system specifically developed for a small rocket engine test bench. The system can measure thrust and pressure by interfacing with load cell sensors and pressure transducers. The approach also prioritizes modularity, allowing future expansion or adaptation to different engine configurations. It also balances affordability and functionality compared to commercial DAQs by leveraging cost-effective hardware and software. Experimental testing has demonstrated the system’s ability to deliver accurate and reliable measurements, with noise levels comparable to those of commercial counterparts. These results indicate the system can enable students and researchers to conduct experiments effectively and ensure safety.

All files required to replicate the proposed data acquisition system are openly available on Mendeley Data under a CC BY-NC 4.0 license. Hardware resources include complete Altium Designer project files and BOMs for each PCB, designed according to JLCPCB constraints. The embedded software was developed using STM32CubeIDE and STM32CubeMX (v6.12.1), written with the HAL library and documented with field-tested comments. The user interface was created in LabVIEW Community Edition 2022 Q3. Additionally, experimental datasets—including noise characterization and static engine tests—along with reference data from a commercial system and media from the test bench, are also provided.
DOI: 10.17632/gcmfr4b575.1
title: Western Ringtail Possum Regional Dataset 2018-19

description: This data was collected and analysed for the publication - After expert elicitation: the importance of evidence-based conservation assessments to close knowledge gaps for endangered species conservation.
DOI: 10.17632/53ssrx3cr9
title: Diagnostic Accuracy of Histologic Predictors of Dermatophytosis

description: Included is a dataset of 97 skin biopsies in which PAS was ordered to test for dermatophytosis and 12 binary predictors of possible dermatophytosis were extracted by multiple assessors.
DOI: 10.17632/c2w7759sd3.1
title: A Versatile Low-Cost Data Acquisition System for Small Rocket Engine Test Bench

description: Small sounding rockets often carry scientific instruments to collect data in atmospheric environments. In the context of university-level education and research, their development offers students a hands-on, multidisciplinary platform to study propulsion, aerodynamics, electronic instrumentation, and others. A critical component of sounding rocket experimentation involves engine testing and validation, which typically requires the design and implementation of a dedicated test bench. These test benches are essential for ensuring experimental safety and reliability while enabling the acquisition of accurate performance data.
This work presents the design and implementation of a versatile, low-cost data acquisition (DAQ) system specifically developed for a small rocket engine test bench. The system can measure thrust and pressure by interfacing with load cell sensors and pressure transducers. The approach also prioritizes modularity, allowing future expansion or adaptation to different engine configurations. It also balances affordability and functionality compared to commercial DAQs by leveraging cost-effective hardware and software. Experimental testing has demonstrated the system’s ability to deliver accurate and reliable measurements, with noise levels comparable to those of commercial counterparts. These results indicate the system can enable students and researchers to conduct experiments effectively and ensure safety.

All files required to replicate the proposed data acquisition system are openly available on Mendeley Data under a CC BY-NC 4.0 license. Hardware resources include complete Altium Designer project files and BOMs for each PCB, designed according to JLCPCB constraints. The embedded software was developed using STM32CubeIDE and STM32CubeMX (v6.12.1), written with the HAL library and documented with field-tested comments. The user interface was created in LabVIEW Community Edition 2022 Q3. Additionally, experimental datasets—including noise characterization and static engine tests—along with reference data from a commercial system and media from the test bench, are also provided.
DOI: 10.17632/53ssrx3cr9.1
title: Diagnostic Accuracy of Histologic Predictors of Dermatophytosis

description: Included is a dataset of 97 skin biopsies in which PAS was ordered to test for dermatophytosis and 12 binary predictors of possible dermatophytosis were extracted by multiple assessors.
DOI: 10.17632/cy36wggdyh
title: Data relevant to "Neon Isotopes in Individual Vesicles of Icelandic Basaltic Glasses: Insights into the Origin of Light Volatile Elements on Earth"

description: This file contains the data relevant to our article, "Neon Isotopes in Individual Vesicles of Icelandic Basaltic Glasses: Insights into the Origin of Light Volatile Elements on Earth." It includes the noble gas elemental and isotopic compositions obtained from both step crushing and laser ablation analyses performed on RS-ISL-2024-6, a basalt sample from Midfell, Iceland. All errors are reported at 1σ.
DOI: 10.17632/cy36wggdyh.1
title: Data relevant to "Neon Isotopes in Individual Vesicles of Icelandic Basaltic Glasses: Insights into the Origin of Light Volatile Elements on Earth"

description: This file contains the data relevant to our article, "Neon Isotopes in Individual Vesicles of Icelandic Basaltic Glasses: Insights into the Origin of Light Volatile Elements on Earth." It includes the noble gas elemental and isotopic compositions obtained from both step crushing and laser ablation analyses performed on RS-ISL-2024-6, a basalt sample from Midfell, Iceland. All errors are reported at 1σ.
DOI: 10.15485/3003878
title: Data for Stetten et al. (2025), "Biogeochemical controls on iron speciation and cycling across upland to shoreline gradients in freshwater and estuarine coastal soils (Lake Erie and Chesapeake Bay, United States)"

description: Coastal environments are dynamic interfaces that mediate carbon and nutrient exchanges between terrestrial landscapes and open waters, but it is unclear how biogeochemical reactions, in particular iron (Fe) redox transformations, affect the understanding and prediction of coastal ecosystem functions. This dataset includes measurements from two freshwater sites in the Western and Central basins of Lake Erie (Ohio, United States) and two estuarine sites in the Chesapeake Bay (Maryland, United States); the analytical results were reported by Stetten et al. (2025) in Science of the Total Environment. It was produced as part of the COMPASS-FME project, which seeks to advance a scalable, predictive understanding of the fundamental biogeochemical processes, ecological structure, and ecosystem dynamics that distinguish coastal terrestrial-aquatic interfaces from the purely terrestrial or aquatic systems to which they are coupled. The sites were sampled in November 2022 (CRC), December 2022 (MSM), February 2023 (GCW), and March 2023 (OWC); site codes follow those used by Pennington et al. (2025).The dataset consists of the following soil data:- Solid data (Fe concentration, etc.)- Porewater data (sulfate, sulfide, etc.)- Linear combination fitting results of X-ray absorption near edge structure (XANES) spectra; i.e., quantitative results of the oxidation state of Fe, indicated as a proportion of pure Fe(III) and Fe(II) model compounds- Linear combination fitting results of EXAFS (extended X-ray absorption fine structure) spectra, indicated as proportion of of Fe-model compounds (illite, smectite, etc.)Each data type has a single file in comma-separated value (CSV) format. No special software is required to read it.
DOI: 10.15468/dl.nzzdwx
title: Occurrence Download

description: A dataset containing 123654 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "Year is 2024",
 "TaxonKey is Trochilidae",
 "Geometry POLYGON((-107 37, -107 25, -93 25, -93 37, -107 37))"
 ]
}

 The dataset includes 123654 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001476-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.