cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/7xsw6nyb5b
title: Plasmid_release_Research Data

description: This dataset “Plasmid_release_Research Data”contains the original data of all the figures and tables in the submitted article“Release and bacterial transformation activity of plasmid-borne antibiotic resistance genes adsorbed on iron nanoparticles as induced by sulfide reduction” for Journal of Hazardous Materials.
DOI: 10.17632/7xsw6nyb5b.4
title: Plasmid_release_Research Data

description: This dataset “Plasmid_release_Research Data”contains the original data of all the figures and tables in the submitted article“Release and bacterial transformation activity of plasmid-borne antibiotic resistance genes adsorbed on iron nanoparticles as induced by sulfide reduction” for Journal of Hazardous Materials.
DOI: 10.25574/cdc.421
title: Chandra X-ray Observatory Chandra Data Collection for request #421

description: Chandra Data Collection for request #421
DOI: 10.17632/34ngr6p6ms
title: Data for "Carbon fixation and arsenic mobilization in groundwater of the Northeast Tibetan Plateau"

description: This dataset contains hydrochemical and isotopic data of groundwater from the Gonghe Basin.
DOI: 10.17632/34ngr6p6ms.1
title: Data for "Carbon fixation and arsenic mobilization in groundwater of the Northeast Tibetan Plateau"

description: This dataset contains hydrochemical and isotopic data of groundwater from the Gonghe Basin.
DOI: 10.15468/dl.kgbz8g
title: Occurrence Download

description: A dataset containing 1761 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Elaeagnus angustifolia L.",
 "Country is Ukraine",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1761 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081674-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4syu97
title: Occurrence Download

description: A dataset containing 26210 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhus aromatica Aiton"
 ]
}

 The dataset includes 26210 records from 304 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081671-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/48cn529wjb
title: Linguistic prosody perception in schizophrenia patients

description: Results of linguistic prosody perception tasks in schizophrenia patients and healthy controls. (Śmiecińska and Sakson- Obada in preparation)
DOI: 10.17632/48cn529wjb.1
title: Linguistic prosody perception in schizophrenia patients

description: Results of linguistic prosody perception tasks in schizophrenia patients and healthy controls. (Śmiecińska and Sakson- Obada in preparation)
DOI: 10.15468/dl.zp8ewt
title: Occurrence Download

description: A dataset containing 107 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Elaeagnus angustifolia L.",
 "Country is Greece",
 "HasCoordinate is true"
 ]
}

 The dataset includes 107 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081672-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vnegf7
title: Occurrence Download

description: A dataset containing 2924 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Elaeagnus angustifolia L.",
 "Country is Russian Federation",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2924 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081673-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/w9zb3fc4bc
title: loess trace element paper

description: Geochemical data for loess, shales, and glacial diamictites.
DOI: 10.17632/w9zb3fc4bc.1
title: loess trace element paper

description: Geochemical data for loess, shales, and glacial diamictites.
DOI: 10.17632/7x93gzjw5x
title: LacSAGZM

description: Revision of LacSAGZM performance characterisation with a description of various tested parameters (Morsy et al., 2024)

The findings are based on laccase activity assay (spectrophotometric) with 2,6-DMP.
The readings are in triplicates.
DOI: 10.17632/7x93gzjw5x.2
title: LacSAGZM

description: Revision of LacSAGZM performance characterisation with a description of various tested parameters (Morsy et al., 2024)

The findings are based on laccase activity assay (spectrophotometric) with 2,6-DMP.
The readings are in triplicates.
DOI: 10.15468/dl.t4g34s
title: Occurrence Download

description: A dataset containing 31 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 Mergus serrator Linnaeus, 1758",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 31 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081675-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/f6xdw88x8c.1
title: Bibliography (SLR) – Accessible Web Design for Older Adults: Challenges and Solutions

description: This .bib file contains the complete list of references used in the systematic literature review (SLR) presented in the article "Accessible Web Design for Older Adults: Challenges and Solutions". It is provided as a dataset to facilitate transparency, reproducibility, and reuse in related research on web accessibility and inclusive design.
DOI: 10.34740/kaggle/dsv/12332994
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.17632/d3d3nhvrhm
title: How do female pest tephritids behave during male courtship?_RAW DATA

description: Fruit flies exhibit a complex mating ritual in which males display acoustic, visual, and/or chemical signals to increase their mating success. Females play a central role in this process by discriminating among males, evaluating them during courtship, and deciding whether to accept copulation. However, female responses to male courtship remain poorly understood. Investigating female behaviors during male courtship may enhance our understanding of reproductive behavior in fruit flies by revealing which responses are most beneficial for male mating success. The present study aimed to characterize female behaviors during male courtship and identify those associated with mating success, using three economically important fruit fly species as models: Anastrepha fraterculus (Wiedemann), Anastrepha obliqua (Macquart), and Ceratitis capitata (Wiedemann). Using video recordings, we described and analyzed the behavioral units and sequences displayed by females during male courtship. We compared the relative frequency of each behavioral unit between copulating and non-copulating females within each species and examined differences in behavioral sequence length and duration across species.
DOI: 10.17632/d3d3nhvrhm.1
title: How do female pest tephritids behave during male courtship?_RAW DATA

description: Fruit flies exhibit a complex mating ritual in which males display acoustic, visual, and/or chemical signals to increase their mating success. Females play a central role in this process by discriminating among males, evaluating them during courtship, and deciding whether to accept copulation. However, female responses to male courtship remain poorly understood. Investigating female behaviors during male courtship may enhance our understanding of reproductive behavior in fruit flies by revealing which responses are most beneficial for male mating success. The present study aimed to characterize female behaviors during male courtship and identify those associated with mating success, using three economically important fruit fly species as models: Anastrepha fraterculus (Wiedemann), Anastrepha obliqua (Macquart), and Ceratitis capitata (Wiedemann). Using video recordings, we described and analyzed the behavioral units and sequences displayed by females during male courtship. We compared the relative frequency of each behavioral unit between copulating and non-copulating females within each species and examined differences in behavioral sequence length and duration across species.
DOI: 10.5281/zenodo.15777031
title: Anna Whitlock survey, all data (in Swedish)
DOI: 10.5281/zenodo.15777032
title: Anna Whitlock survey, all data (in Swedish)
DOI: 10.17632/gmpc3bcct6
title: A Comparative Analysis of Egyptian Autosomal STR Profiles Within Global Populations
DOI: 10.17632/gmpc3bcct6.1
title: A Comparative Analysis of Egyptian Autosomal STR Profiles Within Global Populations
DOI: 10.17632/xntm8w8rbb.4
title: Supplemental material for Grossman et al.

description: Supplementary methods, Supplementary Tables 1 and 2
DOI: 10.17632/65mdkr9s6j.2
title: Meeting the climate moment

description: Data compiled for "Meeting the climate moment: Assessing the effectiveness of watershed restoration and low-impact development at reducing pressures on stream water quality from urbanization and climate change"
DOI: 10.15468/dl.nngruk
title: Occurrence Download

description: A dataset containing 26740 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 Merops albicollis Vieillot, 1817",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 26740 records from 92 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081677-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/975z7zg4jv
title: Observing picomolar protein unfolding using resonance light scattering

description: The dataset supporting the findings of the study titled "Observing picomolar protein unfolding using resonance light scattering". This dataset includes raw and processed resonance light scattering measurements used for melting point determination of bovine serum albumin (BSA) at concentrations ranging from 1 µM to 1 pM, as well as data obtained from pharmaceutical formulations containing botulinum toxin A (BoNT-A) and Human Serum Albumin (HSA) as a stabilizer. All data are label-free and were generated to assess protein stability at ultralow concentrations, addressing critical needs in biopharmaceutical formulation research.
DOI: 10.17632/975z7zg4jv.1
title: Observing picomolar protein unfolding using resonance light scattering

description: The dataset supporting the findings of the study titled "Observing picomolar protein unfolding using resonance light scattering". This dataset includes raw and processed resonance light scattering measurements used for melting point determination of bovine serum albumin (BSA) at concentrations ranging from 1 µM to 1 pM, as well as data obtained from pharmaceutical formulations containing botulinum toxin A (BoNT-A) and Human Serum Albumin (HSA) as a stabilizer. All data are label-free and were generated to assess protein stability at ultralow concentrations, addressing critical needs in biopharmaceutical formulation research.
DOI: 10.15468/dl.g8ywgy
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Sex is one of (Male, Female)",
 "TaxonKey is Akela ruricola Galiano, 1999"
 ]
}

 The dataset includes 10 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081678-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mxwun8
title: Occurrence Download

description: A dataset containing 7182 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Elaeagnus angustifolia L.",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7182 records from 134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081676-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15776888
title: GPR_QQC_dataset_new
DOI: 10.17632/nfc6vvnp93
title: Ergonomic furniture to workers productivity

description: "This study seeks to explore the relationship between ergonomic furniture and worker productivity. Investigating this topic is essential for advancing the development and design of ergonomic solutions, particularly those that incorporate technological innovations and provide data for monitoring and control systems powered by artificial intelligence."
DOI: 10.17632/nfc6vvnp93.1
title: Ergonomic furniture to workers productivity

description: "This study seeks to explore the relationship between ergonomic furniture and worker productivity. Investigating this topic is essential for advancing the development and design of ergonomic solutions, particularly those that incorporate technological innovations and provide data for monitoring and control systems powered by artificial intelligence."
DOI: 10.15468/dl.6aarcr
title: Occurrence Download

description: A dataset containing 52271 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Bombus vosnesenskii Radoszkowski, 1862"
 ]
}

 The dataset includes 52271 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081669-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/mpw7prdhpr
title: Development and Validation of a Machine Learning-Based Risk Prediction Model for Limb Amputation in Patients with Diabetic Foot Complications: A Retrospective Cohort Study

description: This retrospective cohort study analyzed 364 consecutive patients with diabetic foot ulcers treated at three Ibb University-affiliated tertiary hospitals between March 1, 2018 and December 3, 2024. We developed a Random Forest classifier incorporating 37 clinical variables spanning demographics, comorbidities, wound characteristics, laboratory parameters, and treatment factors. Model performance was evaluated using temporal validation (2024 cohort) with discrimination assessed via AUC-ROC and calibration via Brier scores.
DOI: 10.17632/mpw7prdhpr.1
title: Development and Validation of a Machine Learning-Based Risk Prediction Model for Limb Amputation in Patients with Diabetic Foot Complications: A Retrospective Cohort Study

description: This retrospective cohort study analyzed 364 consecutive patients with diabetic foot ulcers treated at three Ibb University-affiliated tertiary hospitals between March 1, 2018 and December 3, 2024. We developed a Random Forest classifier incorporating 37 clinical variables spanning demographics, comorbidities, wound characteristics, laboratory parameters, and treatment factors. Model performance was evaluated using temporal validation (2024 cohort) with discrimination assessed via AUC-ROC and calibration via Brier scores.
DOI: 10.17632/tr6fhtb5wt
title: Replication package

description: Replication package
DOI: 10.17632/tr6fhtb5wt.1
title: Replication package

description: Replication package
DOI: 10.15468/dl.uhbtq6
title: Occurrence Download

description: A dataset containing 103 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhus barclayi (Hemsl.) Standl."
 ]
}

 The dataset includes 103 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081680-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/7y3mshrh7m
title: Coupled-isotope characterizes the upwelling of dissolved inorganic carbon from deep water in Kongsfjorden, Svalbard

description: To investigate the complex carbonate system in Kongsfjorden under climate change, we analyzed carbon isotopes in dissolved inorganic carbon (DIC), as well as previous published carbon isotopes from dissolved organic carbon (DOC), δ18O, and CTD measurements. The absence of a significant difference in average Δ¹⁴C-DIC values between surface waters (+14 ± 3‰) and deep waters (+17 ± 2‰) suggests rapid mixing of water masses. Strong correlations among DIC concentration, Δ¹⁴C-DIC values, and salinity indicate that freshwater dilution and meltwater input introduce aged carbon into the fjord.
DOI: 10.17632/7y3mshrh7m.1
title: Coupled-isotope characterizes the upwelling of dissolved inorganic carbon from deep water in Kongsfjorden, Svalbard

description: To investigate the complex carbonate system in Kongsfjorden under climate change, we analyzed carbon isotopes in dissolved inorganic carbon (DIC), as well as previous published carbon isotopes from dissolved organic carbon (DOC), δ18O, and CTD measurements. The absence of a significant difference in average Δ¹⁴C-DIC values between surface waters (+14 ± 3‰) and deep waters (+17 ± 2‰) suggests rapid mixing of water masses. Strong correlations among DIC concentration, Δ¹⁴C-DIC values, and salinity indicate that freshwater dilution and meltwater input introduce aged carbon into the fjord.
DOI: 10.17632/cgvj9jd8c4
title: Target Prediction of miR-21-5p in mice

description: A total of 303 mRNA transcripts (target genes) have been identified to contain conserved binding sites for miR-21-5p using TargetScanMouse version 8.0.
DOI: 10.17632/cgvj9jd8c4.1
title: Target Prediction of miR-21-5p in mice

description: A total of 303 mRNA transcripts (target genes) have been identified to contain conserved binding sites for miR-21-5p using TargetScanMouse version 8.0.
DOI: 10.6084/m9.figshare.29438474
title: "The genetic history of Portugal over the past 5,000 years" Genome Biology (2025).

description: <i>Background:</i><i> </i>Recent ancient DNA studies uncovering large-scale demographic events in Iberia have presented very limited data for Portugal, a country located at the westernmost edge of continental Eurasia. Here, we present the most comprehensive collection of Portuguese ancient genome-wide data, from 67 individuals spanning 5,000 years of human history, from the Neolithic to the 19<sup>th</sup> century.<i>Results</i>: We identify early admixture between local hunter-gatherers and Anatolian-related farmers in Neolithic Portugal, with a northeastern–southwestern gradient of increasing Magdalenian-associated ancestry persistence in Iberia. This profile continues into the Chalcolithic, though Bell Beaker-associated sites reveal Portugal's first evidence of Steppe-related ancestry. Such ancestry has a broader demographic impact during the Bronze Age, despite continuity of local Chalcolithic genetic ancestry and limited Mediterranean connections. The village of Idanha-a-Velha emerges in the Roman period as a site of significant migration and interaction, presenting a notably diverse genetic profile that includes North African and Eastern Mediterranean ancestries. The Early Medieval period is marked by the arrival of Central European genetic diversity, likely linked to migrations of Germanic tribes, adding to coeval local, African, and Mediterranean influences. The Islamic and Christian Conquest periods show strong genetic continuity in northern Portugal and significant additional African admixture in the south. The latter remains stable during the post-Islamic period, suggesting enduring African influences.<i>Conclusions</i>: We reveal dynamic patterns of migration in line with cultural exchange across millennia, but also the persistence of local ancestries. Our findings integrate genetic information with historical and archaeological data, enhancing our understanding of Iberia’s biological and cultural heritage.
DOI: 10.6084/m9.figshare.29438474.v2
title: "The genetic history of Portugal over the past 5,000 years" Genome Biology (2025).

description: <i>Background:</i><i> </i>Recent ancient DNA studies uncovering large-scale demographic events in Iberia have presented very limited data for Portugal, a country located at the westernmost edge of continental Eurasia. Here, we present the most comprehensive collection of Portuguese ancient genome-wide data, from 67 individuals spanning 5,000 years of human history, from the Neolithic to the 19<sup>th</sup> century.<i>Results</i>: We identify early admixture between local hunter-gatherers and Anatolian-related farmers in Neolithic Portugal, with a northeastern–southwestern gradient of increasing Magdalenian-associated ancestry persistence in Iberia. This profile continues into the Chalcolithic, though Bell Beaker-associated sites reveal Portugal's first evidence of Steppe-related ancestry. Such ancestry has a broader demographic impact during the Bronze Age, despite continuity of local Chalcolithic genetic ancestry and limited Mediterranean connections. The village of Idanha-a-Velha emerges in the Roman period as a site of significant migration and interaction, presenting a notably diverse genetic profile that includes North African and Eastern Mediterranean ancestries. The Early Medieval period is marked by the arrival of Central European genetic diversity, likely linked to migrations of Germanic tribes, adding to coeval local, African, and Mediterranean influences. The Islamic and Christian Conquest periods show strong genetic continuity in northern Portugal and significant additional African admixture in the south. The latter remains stable during the post-Islamic period, suggesting enduring African influences.<i>Conclusions</i>: We reveal dynamic patterns of migration in line with cultural exchange across millennia, but also the persistence of local ancestries. Our findings integrate genetic information with historical and archaeological data, enhancing our understanding of Iberia’s biological and cultural heritage.