cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14468499
title: Rainfall-induced lateral and vertical microplastics transport of varying sizes in agricultural fields

description: This dataset includes information on the visibility of microplastics on the soil surface during rainfall simulations, experimental parameters and runoff measurements, and the vertical movement of particles after rainfall simulations.
description: The data is split into 3 parts:

Part 1 – Microplastics on soil surface during field simulation: The data set contains the number of microplastics visible on the soil surface throughout the duration of rainfall simulation on 4 field plots. The data is stored in file ESR13_11.csv while meta data can be found in ESR13_11.pdf. 

Part 2 – Runoff Data: The data set contains information regarding the experimental parameters and runoff measurements. The data is stored in file ESR13_12.csv while meta data can be found in ESR13_12.pdf. 

Part 3-  Depth Migration Data: The data set contains the vertical movement of particles after rainfall simulation. The data is stored in file ESR13_13.csv while meta data can be found in ESR13_13.pdf.
DOI: 10.5281/zenodo.15271721
title: Collembola (Hexapoda) community across sites and microhabitats in the Bula protected area (Hyrcanian forest, Iran)
DOI: 10.5281/zenodo.15184003
title: Large street trees in San Francisco Bay Area 2005 - 2022

description: This dataset includes large urban street trees detected in National Agriculture Imagery Program (NAIP) aerial imagery from 2005 to 2022 across approximately 1,100 cities in the San Francisco Bay Area. Using deep learning algorithms, we identified trees with canopy diameters greater than seven meters, a size threshold that highlights their importance for providing critical ecosystem services, such as improved air quality, urban cooling, and enhanced mental well-being. The dataset enables spatiotemporal analyses of tree canopy change at neighborhood, city, and county levels over an 18-year period, revealing patterns and disparities in access to urban greenery. These data support research on environmental justice, urban planning, and the role of green infrastructure in rapidly urbanizing regions.
DOI: 10.5281/zenodo.15283660
title: Comprehensive characterization of human bone marrow microenvironment shows age-related changes
DOI: 10.5281/zenodo.15525104
title: Data for Polycondensation as a universal method for preparing high-density single atom catalyst libraries

description: Raw data for the material characterization of produced high-density single-atom catalysts.

The XRd files were saved as .xy and .brml files.The XPS files were saved as .txt dataThe XAS files were saved as an origin file.The TGA files were saved as .xlsx files.The SEM files were saved as .tif files.The BET files were saved as .xlsx files.

For further clarification/explanation, please contact the corresponding authors of the publication.
DOI: 10.5281/zenodo.13831521
title: Optical and chemical properties of brown carbon aerosols at Fukue Island in 2019-2020
DOI: 10.5281/zenodo.14940384
title: Finger-tracking reading data of monolingual and bilingual early graders

description: Data are related to the paper "Finger-tracking reading profiles in monolingual and bilingual early graders" by Claudia Marzi, Chiara Melloni, Maria Vender, in Lingue e Linguaggio 2023(2), DOI: 10.1418/109051.
DOI: 10.5281/zenodo.14965520
title: Chemical analyses and documentation of moravian anklets from La Tène Period

description: Chemical composition of selected Moravian La Tène period anklets.

The funding for the research was provided by the Czech Ministry of Education, Youth and Sports for specific research (IGA_FF_2024_003).
DOI: 10.5281/zenodo.15065608
title: Chemical analyses and documentation of moravian anklets from La Tène Period

description: Chemical composition of selected Moravian La Tène period anklets.

The funding for the research was provided by the Czech Ministry of Education, Youth and Sports for specific research (IGA_FF_2024_003).
DOI: 10.5281/zenodo.12803187
title: Comparative time series analysis on the effects of the COVID-19 pandemic on antidepressant dispensing 2018 – 2022 across eleven European regions. Pharmaceuticals consumption data and code in R.

description: Data and code supporting the article:

Comparative time series analysis on the effects of the COVID-19 pandemic on antidepressant dispensing 2018 – 2022 across eleven European regions   

Prescription, prevalence and incidence data from January 2018 to December 2022 for Croatia, the Czech Republic, Finland, Germany, Slovenia, Sweden, and the United Kingdom (England, Northern Ireland, Scotland, and Wales).Data include the numbers of dispensed defined daily doses (DDDs) and packs, aggregated by country and month, and prevalence and incidence of antidepressant dispensing.

For more information, see the accompanying document ReadMe.md.
DOI: 10.5281/zenodo.14354938
title: The transport of microplastics from soil in response to surface runoff and splash erosion

description: This dataset includes information on experimental parameters and runoff measurements, vertical particle movement, particle transport in splash erosion processes, and particle visibility and transport over time during rainfall simulations.
description: The data is split into 5 parts:

Part 1 – Runoff Data: The data set contains information regarding the experimental parameters and runoff measurements.The data is stored in file ESR13_21.csv while meta data can be found in ESR13_21.pdf.

Part 2 – Depth Migration Data: The data set contains the vertical movement of particles after laboratory rainfall simulation. The data is stored in file ESR13_22.csv while meta data can be found in ESR13_22.pdf.

Part 3 – Particles transported via splash processes large area: The data set contains transport of particles in splash erosion processes to a 1 m2 area adjacent to the soil box. The data is stored in file ESR13_23.csv while meta data can be found in ESR13_23.pdf.

Part 4 – Particles on soil surface through time: The data set contains the number of particles visible on the soil surface throughout the duration of rainfall simulation. The data is stored in file ESR13_24.csv while meta data can be found in ESR13_24.pdf.

Part 5 – Particles transported via splash processes through time: The data set contains data points tracking particles transported by splash action throughout the rainfall simulation. The data is stored in file ESR13_25.csv while meta data can be found in ESR13_25.pdf.
DOI: 10.5281/zenodo.15122315
title: Experimental data for 2025 JGR Biogeosciences Foliar Water Uptake Paper
DOI: 10.5281/zenodo.11662262
title: Dilution experiments - H0917

description: Data set collected during the cruise IADO-PNA 0917 on board the RV "Bernardo Houssay" in the Patagonian Shelf area (SW Atlantic Ocean).
DOI: 10.5281/zenodo.15205886
title: Dataset: Microbial Oxidation and Vertical Stratification Regulate Methane Emission in Geothermal and Non-Geothermal Lakes on the Tibetan Plateau

description: This dataset contains the analyzed in the manuscript "Microbial Oxidation and Vertical Stratification Regulate Methane Emission in Geothermal and Non-Geothermal Lakes on the Tibetan Plateau".
DOI: 10.5281/zenodo.13336368
title: Impact of the COVID-19 pandemic on antidepressant use in eleven European regions: a comparative time series analysis 2018–2022

description: Data and code supporting the article:

Impact of the COVID-19 pandemic on antidepressant use in eleven European regions: a comparative time series analysis 2018–2022

Prescription, prevalence and incidence data from January 2018 to December 2022 for Croatia, the Czech Republic, Finland, Germany, Slovenia, Sweden, and the United Kingdom (England, Northern Ireland, Scotland, and Wales).Data include the numbers of dispensed defined daily doses (DDDs) and packs, aggregated by country and month, and prevalence and incidence of antidepressant dispensing.

For more information, see the accompanying document ReadMe.md.
DOI: 10.5281/zenodo.13745111
title: Dataset of high resolution images of Intertidal MacrOalgae (IMO Dataset)

description: The IMO dataset compiles georeferenced UAV and in-situ RGB imagery of  44 different classes (with 33 intertidal macroalgae) from the NE Atlantic, facilitating the development of robust machine-learning models for classification and semantic segmentation of macroalgae. The data were collected between 2019 and 2023 in four rocky intertidal areas along the Galician coast (NW Spain), characterized by different wave exposure, and structure (i.e. identity and abundance of species) of macroalgal assemblages. Three sub-datasets are shared: photoquadrats (507 images), orthoimages (7954 manual polygons), and individual labels (7,685 images). With the imagery of the dataset, nine tables are shared that relate each sub-dataset by several identifiers. One of the tables compiles biomass information of three areas of study from two different years.
DOI: 10.5281/zenodo.14763942
title: Datasets for "Functional group of grassland plants affects their fungal symbionts more than long-term fertilisation in a field experiment" paper

description: Source datasets for the paper titled "Functional group of grassland plants affects their fungal symbionts more than long-term fertilisation in a field experiment"
DOI: 10.5281/zenodo.15605196
title: Reawakening of the bipolar seesaw under CO2 stabilisation dataset

description: This directory contains the code and model output assets in support ofKvale, Somes, Oschlies, Landolfi (2025)Reawakening of the bipolar seesaw under CO2 stabilisation

Please see the Readme.txt for more information
DOI: 10.15468/dl.x5mevu
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cuscuta pentagona Engelm.",
 "Country is Ethiopia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082596-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wh5j4t
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cuscuta pentagona Engelm.",
 "Country is Fiji",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082597-250525065834625/datasets/export for details.
DOI: 10.15468/dl.34td2y
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cuscuta pentagona Engelm.",
 "Country is Czechia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082595-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15665229
title: May I speak? Perceptions on ethical concerns and power while developing software in AI teams

description: This dataset contains the survey and interview questions and answers, alongside its codebook, used in the paper "May I speak? Perceptions on ethical concerns and power while developing software in AI teams", submitted to the XXIV Simpósio Brasileiro de Qualidade de Software.

 

Paper Abstract: As Artificial Intelligence (AI) technologies increasingly shape decision-making processes, ethical concerns in their development have gained prominence—yet most studies focus on high-level decision-makers or large tech corporations in the Global North. This paper investigates how Brazilian software engineers working in AI teams at a mid-sized company perceive ethical principles, navigate ethical dilemmas, and respond to emerging concerns in their daily work. The goal is to understand how practitioners—specifically Junior, Mid-Level, and Senior developers—interpret and apply ethical frameworks in the concrete task of building AI systems such as classifiers, image generators, and object detectors. The study employs a mixed-methods approach, combining data from 18 survey responses with 8 in-depth interviews, and uses both inductive and deductive coding for qualitative analysis. Results reveal that while participants recognize key ethical principles, their ability to address ethical concerns is often constrained by organizational hierarchies, limited autonomy, and a lack of formalized ethical processes. This research contributes to a growing body of literature on AI ethics in the Global South by shedding light on the everyday ethical agency of developers in underrepresented contexts. It emphasizes the need for organizational support structures that empower practitioners to raise and resolve ethical issues throughout the AI development lifecycle.
DOI: 10.5281/zenodo.12147089
title: Abundance of butterflies according to elevation, season and habitat in tropical mountain of Costa Rica

description: The dataset is about a study of the diversity of butterflies in an elevational gradient in Costa Rica during two seasons and in two different habitats.
DOI: 10.5281/zenodo.12192138
title: Data for "Selective Gas Phase Enrichment of Modified Peptides for Activity-Based Protein Profiling"

description: Raw and .mnova NMR data
DOI: 10.5281/zenodo.15470298
title: Replication files for: Private Adoption of Public Good Technologies: The Case of PurpleAir in California
DOI: 10.5281/zenodo.15554756
title: Tables S1 and S2: Integrative Analysis of Lung Adenocarcinoma Across Diverse Ethnicities and Exposures

description: Table S1. Sample annotation and genomic datasets, related to Figures 1 and 7.

Table S2. Proteomic and PTM data tables, related to Figure 1.
DOI: 10.5281/zenodo.12200570
title: Database of the RILEM TC 304-ADC interlaboratory study on mechanical properties of 3D printed concrete (ILS-mech)

description: The RILEM TC 304-ADC has set up a large interlaboratory study on the mechanical properties of 3D printed concrete (ILS-mech).  The study was prepared in 2022 by a preparation group leading to a Study Plan which the TC approved on 29 November 2022 (https://doi.org/10.14459/2023mp1705940). The ILS-mech was performed in 2023. The data was collected using a pre-prepared spreadsheet template. For data management, a database was derived and set-up in openBIS. The underlying Postgres database of openBIS was exported to the here-published SQLite database for sharing without maintaining a server. The structure of the database is described in (https://doi.org/10.1617/s11527-025-02650-9). The results are discussed in three associated papers focusing on the overall outcomes and evaluation of the procedures (https://doi.org/10.1617/s11527-025-02686-x), the compressive test results (https://doi.org/10.1617/s11527-025-02688-9), and the tensile test results (https://doi.org/10.1617/s11527-025-02687-w).

contact via freek.bos@tum.de
DOI: 10.15468/dl.haxgv4
title: Occurrence Download

description: A dataset containing 3624 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material sample, Material citation, Specimen, Occurrence evidence)",
 "Continent is one of (North America, South America)",
 "TaxonKey is Pomacanthidae"
 ]
}

 The dataset includes 3624 records from 107 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082598-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17909/cgj4-qb02
title: BR1202-0725 HAP HST Data
DOI: 10.15468/dl.2n8db4
title: Occurrence Download

description: A dataset containing 13121 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Nesoenas picturatus (Temminck, 1813)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 13121 records from 95 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082599-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15764808
title: dados_saeb_censo

description: Esses arqivos contém indicadores anuais, agregados e integrados do Censo Escolar e do SAEB para o estado do Piauí, cobrindo a série histórica de 2015 a 2023. Inclui métricas de infraestrutura escolar (como o percentual de escolas com acesso à internet e biblioteca) e de desempenho acadêmico (médias de proficiência em Matemática e Língua Portuguesa). O dataset está consolidado e pronto para uso em análises estatísticas e visualizações.
DOI: 10.5281/zenodo.15764809
title: dados_saeb_censo

description: Esses arqivos contém indicadores anuais, agregados e integrados do Censo Escolar e do SAEB para o estado do Piauí, cobrindo a série histórica de 2015 a 2023. Inclui métricas de infraestrutura escolar (como o percentual de escolas com acesso à internet e biblioteca) e de desempenho acadêmico (médias de proficiência em Matemática e Língua Portuguesa). O dataset está consolidado e pronto para uso em análises estatísticas e visualizações.
DOI: 10.5281/zenodo.15778764
title: Dataset of Prognostic Utility of Combined suPAR and Procalcitonin Levels for Mortality Prediction in Sepsis Patients

description: This dataset supports the findings of the manuscript titled “Prognostic Utility of Combined suPAR and Procalcitonin Levels for Mortality Prediction in Sepsis Patients”. The data were collected from 110 sepsis patients and include demographic, clinical, and laboratory biomarker results (suPAR and PCT). suPAR levels were measured using ELISA, and PCT by ECLIA

Purpose:

To improve mortality prediction in sepsis patients using a combined biomarker approach.
DOI: 10.5281/zenodo.15778765
title: Dataset of Prognostic Utility of Combined suPAR and Procalcitonin Levels for Mortality Prediction in Sepsis Patients

description: This dataset supports the findings of the manuscript titled “Prognostic Utility of Combined suPAR and Procalcitonin Levels for Mortality Prediction in Sepsis Patients”. The data were collected from 110 sepsis patients and include demographic, clinical, and laboratory biomarker results (suPAR and PCT). suPAR levels were measured using ELISA, and PCT by ECLIA

Purpose:

To improve mortality prediction in sepsis patients using a combined biomarker approach.
DOI: 10.15468/dl.d9n648
title: Occurrence Download

description: A dataset containing 1030 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material sample, Material citation, Specimen, Occurrence evidence)",
 "Continent is one of (North America, South America)",
 "TaxonKey is Malacanthidae"
 ]
}

 The dataset includes 1030 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082601-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a7wk4g
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cuscuta pentagona Engelm.",
 "Country is Greece",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082602-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j623xn
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cuscuta pentagona Engelm.",
 "Country is Hungary",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082603-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cddwwr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cuscuta pentagona Engelm.",
 "Country is Indonesia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082604-250525065834625/datasets/export for details.
DOI: 10.6084/m9.figshare.29441909
title: <b>A note on the honey bee parasitic phorid fly (</b><b><i>Apocephalus borealis</i></b><b> Brues) in an urban ecosystem</b>

description: We explored honey bee abundance and the percentage of<i> Apocephalus borealis</i> parasitism<i> </i>in an urban environment in San Francisco, California. We monitored six sites weekly for six months using two sampling methods. Individual bees were weighed and observed for parasitoid emergence under controlled laboratory conditions.
DOI: 10.6084/m9.figshare.29441909.v1
title: <b>A note on the honey bee parasitic phorid fly (</b><b><i>Apocephalus borealis</i></b><b> Brues) in an urban ecosystem</b>

description: We explored honey bee abundance and the percentage of<i> Apocephalus borealis</i> parasitism<i> </i>in an urban environment in San Francisco, California. We monitored six sites weekly for six months using two sampling methods. Individual bees were weighed and observed for parasitoid emergence under controlled laboratory conditions.
DOI: 10.15468/dl.dy6u57
title: Occurrence Download

description: A dataset containing 1472 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trechus obtusus Erichson, 1837",
 "Geometry POLYGON((-8.00174339329464 54.1998526673513, 0.202120938926891 54.1998526673513, 0.202120938926891 61.2628565887411, -8.00174339329464 61.2628565887411, -8.00174339329464 54.1998526673513))",
 "CoordinateUncertaintyInMeters is 0,101",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1472 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082606-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.buxewb
title: Occurrence Download

description: A dataset containing 42886 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Netta erythrophthalma (Wied-Neuwied, 1833)",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 42886 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082605-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xd77dt
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cuscuta pentagona Engelm.",
 "Country is Italy",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082608-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.