cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17712679
title: Datasets for "Risk Factors Associated with Successive Waves of COVID-19 in North Kivu Province, Democratic Republic of the Congo, March 2020–September 2023"

description: We used the independent variables related to the epidemiological, socio-political, socio-economic, demographic, and health-related characteristics to cluster the 34 health zones of North Kivu province. We did this through a hierarchical classification of principal components (HCPC) based on a multiple correspondence analysis (MCA). We performed the MCA with the "FactoMineR" and "factoextra" packages in R software version 4.2.0. The differences in the number of recorded cases of COVD-19 between the resulting clusters were tested using the ANOVA test.

The association between COVID-19 cases and the independent variables was assessed using multivariable negative binomial regression analyses, with the 2020-2023 average population of each health zone included as an offset variable. All the independent variables were included in the full model. To obtain a reduced model through iterative multivariable fitting, we performed model stepwise selection using the “stepAIC” function from the MASS package. This function selects the best model based on the Akaike Information Criterion (AIC), which assesses the quality of a model by considering the number of parameters and the quality of fit. A lower AIC is indicative of a better model. The reduced model was then chosen for the principle of parsimony. A statistically significant association was determined using the model’s risk ratio (RR) value reported with its 95% confidence interval and P-value less than 0.05. Additionally, multi-collinearity was assessed between the independent variables using the variance inflation factor (VIF), and this was less than 5 for all the predictors of the reduced multivariable model. The negative binomial regression statistical analyses were conducted using R software version 4.2.0.
DOI: 10.15468/dl.dzumfh
title: Occurrence Download

description: A dataset containing 1779 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "DatasetKey is one of (Mammals in MZNA-VERT: pellet sampling, VerteCAT: Banco de datos de vertebrados de Cataluña, Estación Biológica de Doñana - CSIC, Mammal Collection)",
 "OccurrenceStatus is Present",
 "TaxonKey is Mus musculus"
 ]
}

 The dataset includes 1779 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007896-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8jg6uq
title: Occurrence Download

description: A dataset containing 1019029 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Norwegian Species Observation Service",
 "TaxonKey is Fungi"
 ]
}

 The dataset includes 1019029 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007881-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17712883
title: Trace metal sources, cycling, and distributions during spring in Daya Bay, China
DOI: 10.5281/zenodo.17712884
title: Trace metal sources, cycling, and distributions during spring in Daya Bay, China
DOI: 10.5281/zenodo.17712909
title: Natural Emergence of Dark Matter and Dark Energy from Modular Geometry in CET
DOI: 10.5281/zenodo.17712910
title: Natural Emergence of Dark Matter and Dark Energy from Modular Geometry in CET
DOI: 10.15468/dl.uqfde9
title: Occurrence Download

description: A dataset containing 114 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Ants on shade trees in coffee agroforests in SW Ethiopia"
 ]
}

 The dataset includes 114 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007899-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8bdbvy
title: Occurrence Download

description: A dataset containing 50239 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Phengaris alcon"
 ]
}

 The dataset includes 50239 records from 241 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007834-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25505/fiz.icsd.cc2lvjff
title: CSD 2408775: Experimental Crystal Structure Determination

description: Related Article: Alla Arakcheeva, Priya Ranjan Baral, Wen Hua Bi, Christian Jandl, Oleg Janson, Arnaud Magrez|2025|Scientific Reports|15|31945|doi:10.1038/s41598-025-15886-w
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cc2lvjgg
title: CSD 2408776: Experimental Crystal Structure Determination

description: Related Article: Alla Arakcheeva, Priya Ranjan Baral, Wen Hua Bi, Christian Jandl, Oleg Janson, Arnaud Magrez|2025|Scientific Reports|15|31945|doi:10.1038/s41598-025-15886-w
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cc2n3s7t
title: CSD 2446496: Experimental Crystal Structure Determination

description: Related Article: Alla Arakcheeva, Priya Ranjan Baral, Wen Hua Bi, Christian Jandl, Oleg Janson, Arnaud Magrez|2025|Scientific Reports|15|31945|doi:10.1038/s41598-025-15886-w
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.knyy2u
title: Occurrence Download

description: A dataset containing 23260 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.15.9_1",
 "OccurrenceStatus is Present",
 "Year 2012-2024"
 ]
}

 The dataset includes 23260 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007901-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16741093
title: GerardOtiniano/Otiniano-et-al.-chromatoPy-SI: V1.0

description: Supporting information for cthe chromatoPy manuscript.
DOI: 10.5281/zenodo.16922254
title: GerardOtiniano/Otiniano-et-al.-chromatoPy-SI: V1.0

description: Supporting information for cthe chromatoPy manuscript.
DOI: 10.6084/m9.figshare.25605861
title: American kestrel population trend and vital rates at the continental scale

description: R code, JAGs model code, and data used to estimate American kestrel population parameters within North America from 1986 – 2019 using an integrated population model.
DOI: 10.6084/m9.figshare.25605861.v1
title: American kestrel population trend and vital rates at the continental scale

description: R code, JAGs model code, and data used to estimate American kestrel population parameters within North America from 1986 – 2019 using an integrated population model.
DOI: 10.6084/m9.figshare.30530819
title: Dataset for pLAST: a tool for rapid comparison and classification of bacterial plasmid sequences

description: This repository contains trained pLAST eggNOG- and MMseqs2-based models together with accessory files (metadata and precomputed embeddings). For a detailed description of the file structure and usage, please refer to the included <code>README.md</code> file.
DOI: 10.6084/m9.figshare.30530819.v1
title: Dataset for pLAST: a tool for rapid comparison and classification of bacterial plasmid sequences

description: This repository contains trained pLAST eggNOG- and MMseqs2-based models together with accessory files (metadata and precomputed embeddings). For a detailed description of the file structure and usage, please refer to the included <code>README.md</code> file.
DOI: 10.6084/m9.figshare.30530819.v2
title: Dataset for pLAST: a tool for rapid comparison and classification of bacterial plasmid sequences

description: This repository contains trained pLAST eggNOG- and MMseqs2-based models together with accessory files (metadata and precomputed embeddings). For a detailed description of the file structure and usage, please refer to the included <code>README.md</code> file.
DOI: 10.15468/dl.6kuggs
title: Occurrence Download

description: A dataset listing the 301 species recorded in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "Country is France",
 "Locality is Saffré",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 301 records were derived from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007885-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13865776
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.8nwgj7
title: Occurrence Download

description: A dataset containing 4388 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bythotrephes longimanus"
 ]
}

 The dataset includes 4388 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007908-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rmmbz6
title: Occurrence Download

description: A dataset containing 14671 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Artemisia campestris L.",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 14671 records from 222 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007264-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e229441v1
title: Data and Code for: Same as It Ever Was: Gender, Race, and Ethnicity Differences in Promotion for Academic Economists

description: Using data from Academic Analytics 2009-2022 linked to publications and multiple approaches of identifying race, we examine gender and racial/ethnicity differentials in promotion of economists in economics and non-economics departments. Results are mixed. The share of Black economists remains at 3%. Huge gender penalties in promotion to both associate and full not explained by productivity continue in economics departments. There are no gender penalties in promotion to associate for economists in non-economics departments, although some in promotion to full. There are hardly any significant racial penalties in promotion to either rank, although statistical significance is difficult with such small samples.
description: Academic Analytics collects data on faculty at research intensive universities in the United States.
DOI: 10.21227/fn8z-8z82
title: "County-Level US Multi-Modal Spatiotemporal Urban Growth & Travel Behavior Dataset (2012\u20132023)"

description: "This dataset comprises approximately 7,100 satellite images paired with corresponding demographic and travel behavior data spanning 2012-2023 (excluding 2020) across United States counties. The satellite imagery consists of 256\u00d7256 pixel Landsat 8 Collection 2 Level 2 surface reflectance composites covering 10 km\u00b2 areas around county centroids, processed to create cloud-free annual median representations. Demographic data includes 25 key variables from the U.S. Census Bureau's American Community Survey (ACS) 1-year estimates, encompassing population statistics, age distributions, racial composition, and educational attainment levels. Travel behavior metrics capture transportation modes, commute patterns, vehicle availability, and temporal travel characteristics for counties with populations exceeding 65,000. This multimodal spatiotemporal dataset enables research at the intersection of remote sensing, urban planning, and transportation analysis, providing a unique resource for studying the co-evolution of built environments, demographic patterns, and mobility behaviors over an 11-year period. The dataset supports applications in predictive modeling, urban development forecasting, transportation planning, and socioeconomic analysis using machine learning and computer vision techniques."
DOI: 10.14286/c7zgcr
title: UNH - Coastal New England MBON - Atlantic cod

description: This is the OBIS extraction of the Ocean Tracking Network and University of New Hampshire (UNH) UNH - Coastal New England MBON - Atlantic cod, consisting of the release tagging metadata, i.e. the location and date when the tagged animal was released, and summarized detection events of tagged individuals.
 If readers are interested in the source dataset they may also inquire with the project PIs as listed here or on the OTN web site (https://members.oceantrack.org/project?ccode=ACT.CNEMBON).
description: Abstract:The Coastal New England project integrates powerful technologies (acoustic telemetry, environmental DNA [eDNA], and acoustics) with traditional fisheries sampling to quantify impacts of changes in local and regional water conditions on individuals, populations, and community structure. Research includes study of the impacts of forage species and environmental conditions on Atlantic cod and common terns in both New Hampshire (Isles of Shoals) and southern Maine (Casco Bay) coastal waters. Collectively, these results demonstrate the value in novel technologies in tracking shifts in biodiversity across space and time. This project’s efforts build on the known strengths of each method (eDNA, diet analyses, active acoustics, and passive acoustics) while also exploring their integration and defining scales of appropriate use. Definitions of how each method describes marine biodiversity in both unique but also shared ways are explored.
DOI: 10.17632/jx3p6vrz47
title: Supplementary Material for "Accuracy of local ancestry inference and its impact on genomic prediction in admixed dairy cattle populations"

description: This dataset contains supplementary figures and tables for the manuscript entitled "Accuracy of local ancestry inference and its impact on genomic prediction in admixed dairy cattle populations " submitted to Journal of Dairy Science.
DOI: 10.17632/jx3p6vrz47.1
title: Supplementary Material for "Accuracy of local ancestry inference and its impact on genomic prediction in admixed dairy cattle populations"

description: This dataset contains supplementary figures and tables for the manuscript entitled "Accuracy of local ancestry inference and its impact on genomic prediction in admixed dairy cattle populations " submitted to Journal of Dairy Science.
DOI: 10.17632/k3nwgzsfdd
title: jyd-2025

description: samples were collected from both the biocrust layer and subsurface layer
DOI: 10.17632/k3nwgzsfdd.1
title: jyd-2025

description: samples were collected from both the biocrust layer and subsurface layer
DOI: 10.6084/m9.figshare.30001513
title: Attitudes Toward Responsible AI in Engineering (RAISE)

description: Survey data on engineer's attitudes toward Responsible AI
DOI: 10.6084/m9.figshare.30001513.v1
title: Attitudes Toward Responsible AI in Engineering (RAISE)

description: Survey data on engineer's attitudes toward Responsible AI
DOI: 10.15468/dl.3p77pc
title: Occurrence Download

description: A dataset containing 97 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Occurrence evidence, Specimen)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Creugas gulosus"
 ]
}

 The dataset includes 97 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007177-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2zfwdh
title: Occurrence Download

description: A dataset containing 1380 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Sitta ledanti",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 1380 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007173-260120142942310/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.31135516
title: Dataset for 'Geomorphology of Ulu Peninsula, James Ross Island, Antarctica'

description: This study presents a 1:25,000 geomorphological map of the northern sector of Ulu Peninsula, James Ross Island, Antarctic Peninsula. The map covers an area of c. 250 km<sup>2</sup>, and documents the landforms and surficial sediments of one of the largest ice-free areas in Antarctica, based on remote sensing and field-based mapping. The large-scale landscape features are determined by the underlying Cretaceous sedimentary and Neogene volcanic geology, which has been sculpted by overlying ice masses during glacial periods. Paraglacial and periglacial features are superimposed upon remnant glacial features, reflecting the post-glacial evolution of the landscape. The study area can be broadly separated into three geomorphological sectors, according to the dominant contemporary Earth-surface processes; specifically, a glacierised southern sector, a paraglacial-dominated eastern sector, and a periglacial-dominated central/northern sector. This map provides a basis for further interdisciplinary research, and insight into the potential future landscape evolution of other parts of the Antarctic Peninsula as the climate warms.
DOI: 10.6084/m9.figshare.31135516.v1
title: Dataset for 'Geomorphology of Ulu Peninsula, James Ross Island, Antarctica'

description: This study presents a 1:25,000 geomorphological map of the northern sector of Ulu Peninsula, James Ross Island, Antarctic Peninsula. The map covers an area of c. 250 km<sup>2</sup>, and documents the landforms and surficial sediments of one of the largest ice-free areas in Antarctica, based on remote sensing and field-based mapping. The large-scale landscape features are determined by the underlying Cretaceous sedimentary and Neogene volcanic geology, which has been sculpted by overlying ice masses during glacial periods. Paraglacial and periglacial features are superimposed upon remnant glacial features, reflecting the post-glacial evolution of the landscape. The study area can be broadly separated into three geomorphological sectors, according to the dominant contemporary Earth-surface processes; specifically, a glacierised southern sector, a paraglacial-dominated eastern sector, and a periglacial-dominated central/northern sector. This map provides a basis for further interdisciplinary research, and insight into the potential future landscape evolution of other parts of the Antarctic Peninsula as the climate warms.
DOI: 10.6084/m9.figshare.31135583.v1
title: Compatibilization and Plasticization of Poly(Lactic Acid) by Eco-Friendly Castor Oil-Based Plasticizers

description: To address the inherent brittleness of polylactic acid (PLA) that restricts its application in flexible packaging and to avoid the drawbacks of petroleum-based plasticizers such as toxic residues and non-biodegradability, PLA/castor oil (CO)/castor oil glycidyl ether (COGE) blends were prepared <i>via</i> one-step melt blending method. The results indicated that CO and COGE was compatible and both showed good affinity with PLA, thus multiple intermolecular hydrogen bonds were formed among three components, effectively improving the movability of PLA chains. COGE not only significantly improved the dispersion of CO in the PLA matrix and reduced the size of dispersed phases, but also enhanced the interfacial adhesion of the blends through its ring-opening reaction with PLA. Due to the enhanced mobility of molecular chains, the glass transition temperature decreased, the crystallinity slightly increased, and the melt viscosity of the blends significantly decreased. The elongation at break of the PLA/CO/COGE (85/6/9) blend reached 176.24%, which was 18 times greater than that of pure PLA, meanwhile, the Young’s modulus decreased by less than 15%, demonstrating a balance between high rigidity and preferable ductility. This synergistic plasticizing strategy provides a practical approach for the development of flexible PLA materials for biodegradable packaging and disposable products.
DOI: 10.6084/m9.figshare.31135583
title: Compatibilization and Plasticization of Poly(Lactic Acid) by Eco-Friendly Castor Oil-Based Plasticizers

description: To address the inherent brittleness of polylactic acid (PLA) that restricts its application in flexible packaging and to avoid the drawbacks of petroleum-based plasticizers such as toxic residues and non-biodegradability, PLA/castor oil (CO)/castor oil glycidyl ether (COGE) blends were prepared <i>via</i> one-step melt blending method. The results indicated that CO and COGE was compatible and both showed good affinity with PLA, thus multiple intermolecular hydrogen bonds were formed among three components, effectively improving the movability of PLA chains. COGE not only significantly improved the dispersion of CO in the PLA matrix and reduced the size of dispersed phases, but also enhanced the interfacial adhesion of the blends through its ring-opening reaction with PLA. Due to the enhanced mobility of molecular chains, the glass transition temperature decreased, the crystallinity slightly increased, and the melt viscosity of the blends significantly decreased. The elongation at break of the PLA/CO/COGE (85/6/9) blend reached 176.24%, which was 18 times greater than that of pure PLA, meanwhile, the Young’s modulus decreased by less than 15%, demonstrating a balance between high rigidity and preferable ductility. This synergistic plasticizing strategy provides a practical approach for the development of flexible PLA materials for biodegradable packaging and disposable products.
DOI: 10.5281/zenodo.18350108
title: Paracetamol Toxicity in the Arab World (2013–2023): A Scopus-based Bibliometric Analysis
DOI: 10.5281/zenodo.18350109
title: Paracetamol Toxicity in the Arab World (2013–2023): A Scopus-based Bibliometric Analysis
DOI: 10.5281/zenodo.18349957
title: Photoaging alters the aggregation behavior of functionalized nanoplastics differently: effects of leached organic matter and surface properties changes