cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14547548
title: Bumblebee infestation status and interspecific competition between bumblebees and honeybees increase with proximity to honeybee hives

description: Bumblebees are key pollinators in temperate regions of the northern hemisphere. Niche overlap and competition between bumblebees and honeybees may represent a significant stressor to bumblebees by reducing nutrient acquisition and facilitating spillover of pathogens and parasites from honeybees. One of these parasites is the bumblebee wax moth (Aphomia sociella), whose larvae can be found in bumblebee and wasp nests, as well as weakened commercial honeybee hives. Using Bombus terrestris colonies as experimental models, we expected that young queen and worker bumblebee immunity (measured by encapsulation response) would become weaker under both competitive (i.e., proximity to honeybee hives) and parasite (A. sociella infestation) pressure and, specifically, that the immunity of bumblebees in closest proximity to honeybee hives would be weakest in nests infested by A. sociella. We observed increased infestation, lower reproductive output, and weaker encapsulation response in bumblebee colonies that were near honeybee hives. Our data provide insights on the ecology of A. sociella infestations where honeybees and bumblebees coexist. Our observations of reduced immune response in bumblebees inhabiting colonies nearer to honeybee hives are of critical importance, as this reduction in immune response could facilitate additional infestations of other parasites and pathogens within bumblebee colonies.
DOI: 10.5281/zenodo.14547565
title: varanus_macraei_spades_01.fasta.gz
DOI: 10.5281/zenodo.14547566
title: varanus_macraei_spades_01.fasta.gz
DOI: 10.34740/kaggle/dsv/10278807
title: Trending Youtube Video Statistics (113 Countries)
DOI: 10.6084/m9.figshare.28082345
title: Normalized data for all positive control patients, healthy controls and patients with VUS.

description: Foldchange values for all features of healthy controls, positive control patients and patients with VUS
DOI: 10.6084/m9.figshare.27222687
title: Factors associated with clinical meaningful recovery after upper limb task-oriented training in people with stroke: a cohort study

description: <b>Introduction:</b>This study investigated upper extremity (UE) recovery predictors in post-stroke patients undergoing task-oriented training (TOT) rehabilitation. The data were collected at the Don Gnocchi Foundation hospitals in Italy between 2011 and 2015. Ethical approval was obtained, and all participants provided informed consent.<b>Methods:</b><b>Participants:</b> 64 participants were recruited.<b>Intervention:</b> Participants received 25 sessions of TOT (45 minutes each, five days/week) as an adjunct to standard therapy. TOT focused on functional tasks with real-life objects and was progressively adapted to individual needs.<b>Outcome Measures:</b><b>Fugl-Meyer Assessment - Upper Extremity (FMA-UE):</b> To assess impairment (ICF body function domain).<b>15-item Action Research Arm Test (ARAT-15):</b> To assess activity/performance (ICF activity domain).<b>Quick version of the Disability of the Arm, Shoulder, and Hand questionnaire - 9 items (Q-DASH-9):</b> To assess participation restrictions (ICF participation domain).<b>Predictor Variables:</b> Age, sex (i.e., male, female), dominance of the affected side (affected bodyside; i.e., dominant; non-dominant), chronicity (i.e., chronic; subacute), injury typology (i.e., ischemic; hemorrhagic), injury localization (i.e., cortical; sub-cortical), and baseline scores on the FMA-UE, ARAT-15, and Q-DASH-9.<b>Data Analysis:</b>Descriptive statistics were used to summarize data.Wilcoxon signed-rank test was used to compare pre- and post-intervention scores.Effect sizes were calculated using matched-pairs rank-biserial correlation.Participants were classified as "Responders" or "Non-responders" based on achieving minimally clinically important differences (MCID) in outcome measures.Stepwise binary logistic regression models were developed to identify predictors of responder status. A bidirectional approach was employed, starting with an empty model. Predictors were added (forward selection) or removed (backward elimination) one at a time based on whether their inclusion improved the Akaike information criterion (AIC).Model accuracy was assessed using McFadden’s pseudo-R2, Scaled Brier Score, Receiver Operating Characteristic curve (AUC), and Hosmer–Lemeshow test.Subgroup sensitivity analysis was performed to assess model robustness.<br>
DOI: 10.17632/xym8rd2srf.2
title: OliveTreeCrownsDb: A High-Resolution UAV Dataset for Detection and Segmentation in Agricultural Computer Vision

description: The OliveTreeCrown dataset contains high-resolution images divided into various grid configurations: 1×1 (original), 3×3, 6×6, and 9×9. Each segment is thoroughly annotated to ensure accurate object detection, providing precise and detailed labeling of olive tree crowns. In addition to the annotated image data, the dataset contains a point cloud representation, a Digital Elevation Model (DEM), and spatial data in Keyhole Markup Language (KML) format. These components collectively capture the three-dimensional geometry, topographic features, and geospatial characteristics of the study area. The XYZ coordinates in the point cloud data define the precise spatial position of each point, contributing to a comprehensive spatial representation. By integrating 3D data and geospatial attributes, this dataset offers a valuable resource for advanced spatial modeling and analysis. It serves as a solid foundation for applications such as multi-scale analysis, 3D mapping, and precision agriculture, fostering innovation in remote sensing and AI-driven agricultural solutions.
DOI: 10.17632/xym8rd2srf.1
title: OliveTreeCrownsDb: A High-Resolution Dataset for Agricultural Computer Vision

description: The OliveTreeCrown dataset contains high-resolution images divided into various grid configurations: 1×1 (original), 3×3, 6×6, and 9×9. Each segment is thoroughly annotated to ensure accurate object detection, providing precise and detailed labeling of olive tree crowns. In addition to the annotated image data, the dataset contains a point cloud representation, a Digital Elevation Model (DEM), and spatial data in Keyhole Markup Language (KML) format. These components collectively capture the three-dimensional geometry, topographic features, and geospatial characteristics of the study area. The XYZ coordinates in the point cloud data define the precise spatial position of each point, contributing to a comprehensive spatial representation. By integrating 3D data and geospatial attributes, this dataset offers a valuable resource for advanced spatial modeling and analysis. It serves as a solid foundation for applications such as multi-scale analysis, 3D mapping, and precision agriculture, fostering innovation in remote sensing and AI-driven agricultural solutions.
DOI: 10.15468/dl.d24mty
title: Occurrence Download

description: A dataset containing 4365219 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Korea, Republic of",
 "OccurrenceStatus is Present",
 "Year 2001-2023"
 ]
}

 The dataset includes 4365219 records from 697 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046718-241126133413365/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.28082396
title: Changes of peripheral serotonin in the psychosocially stressed rats treated with linden honey

description: This study aimed to investigate the effects of linden honey in maintaining the stability of peripheral serotonergic system in the psychosocially stressed rats. In this experiment we examined concentration of serotonin (5-HT) in Serbian linden honey, as well as concentrations of 5-HT and MAO A activity in the blood of chronically stressed rats treated with linden honey. The investigated parameters were quantified using HPLC method with electrochemical detector, HPLC method with a fluorescent detector, and assay of enzyme activities. An important result of this study is that using analytical chemistry methods we have detected 5-HT in linden honey from Serbia for the first time. Also, we found that treatment with linden honey in the socially isolated animals increased concentration of 5-HT and decreased MAO A activity. Our results may by important in the research of the role of linden honey in maintaining stability of peripheral serotonergic system in stress condition.
DOI: 10.5281/zenodo.14541191
title: A single-nucleus and spatial transcriptomic atlas of the COVID-19 liver reveals topological, functional, and regenerative organ disruption in patients

description: Processed RDS object for study pertaining to snRNA-seq data and GeoMx. All data is Seurat v5 objects.

 

Entry will be updated and out of embargo once article is live, including updating the relevant DOI links, references,.
DOI: 10.5281/zenodo.14541192
title: A single-nucleus and spatial transcriptomic atlas of the COVID-19 liver reveals topological, functional, and regenerative organ disruption in patients

description: Processed RDS object for study pertaining to snRNA-seq data and GeoMx. All data is Seurat v5 objects.

 

Entry will be updated and out of embargo once article is live, including updating the relevant DOI links, references,.
DOI: 10.17632/5vcw9gwswh.1
title: Date for：Effective MILP model and matheuristic algorithm for environment-friendly multi-echelon green supply chain operations and financing

description: Instances for the paper "Effective MILP model and matheuristic algorithm for environment-friendly multi-echelon green supply chain operations and financing"
DOI: 10.17632/xym8rd2srf.3
title: OliveTreeCrownsDb: A High-Resolution UAV Dataset for Detection and Segmentation in Agricultural Computer Vision

description: The OliveTreeCrown dataset contains high-resolution images divided into various grid configurations: 1×1 (original), 3×3, 6×6, and 9×9. Each segment is thoroughly annotated to ensure accurate object detection, providing precise and detailed labeling of olive tree crowns. In addition to the annotated image data, the dataset contains a point cloud representation, a Digital Elevation Model (DEM), and spatial data in Keyhole Markup Language (KML) format. These components collectively capture the three-dimensional geometry, topographic features, and geospatial characteristics of the study area. The XYZ coordinates in the point cloud data define the precise spatial position of each point, contributing to a comprehensive spatial representation. By integrating 3D data and geospatial attributes, this dataset offers a valuable resource for advanced spatial modeling and analysis. It serves as a solid foundation for applications such as multi-scale analysis, 3D mapping, and precision agriculture, fostering innovation in remote sensing and AI-driven agricultural solutions.
DOI: 10.15468/dl.6t5fyx
title: Occurrence Download

description: A dataset containing 346670 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Kazakhstan",
 "OccurrenceStatus is Present",
 "Year 2003-2023"
 ]
}

 The dataset includes 346670 records from 228 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046704-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.whq8zm
title: Occurrence Download

description: A dataset containing 165 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Eupatorium adenophorum Spreng."
 ]
}

 The dataset includes 165 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046728-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/m698zp698n.1
title: Altered Rectal Mucosal Microbiota in Rectal Cancer Patients: A Study from Wenzhou, China

description: 16S sequencing raw data,PRJNA1201090
DOI: 10.17632/vgpsjrjxgm.1
title: Protective and Risk Factors Contributing to Crisis Parental Burnout. Dataset.

description: The database contains the results of research carried out as part of the project ‘Protective and Risk Factors Contributing to Crisis Parental Burnout in the Light of the BR2 Model’. The results refer to the tools: PBA, CRS, MLQ, PS, FAPGAR, MSPSS.
DOI: 10.17632/wh7c636y3t.1
title: Data for : Early experience affects foraging behavior of wild fruit-bats more than their original behavioral predispositions

description: data and codes for captive behavior experiments and outdoor foraging behavior
DOI: 10.17632/8zcszjvb6m
title: canan and deniz

description: Disability and Health Journal manuscript data
DOI: 10.17632/8zcszjvb6m.1
title: canan and deniz

description: Disability and Health Journal manuscript data
DOI: 10.17632/xbm7kxddjt
title: Dourson et al 2024

description: Data availability for the manuscript "Macrophage memories of early life injury drive neonatal nociceptive priming."
DOI: 10.17632/xbm7kxddjt.1
title: Dourson et al 2024

description: Data availability for the manuscript "Macrophage memories of early life injury drive neonatal nociceptive priming."
DOI: 10.17632/scbj7gbbpz.1
title: International Initiative for Conflict Resolution and Peace Building in Local Government in Mogadishu, Somalia

description: The document discusses an initiative launched in June 2000 by United Cities and Local Governments aimed at conflict resolution and peace building within local governments, particularly in Mogadishu, Somalia. This initiative stems from a recognition that urban violence affects cities globally, often linked to struggles
DOI: 10.17632/5vcw9gwswh.2
title: Date for：Effective MILP and matheuristic for multi-echelon green supply chain operations and financing considering carbon emission reduction investment

description: Instances for the paper "Effective MILP and matheuristic for multi-echelon green supply chain operations and financing considering carbon emission reduction investment"
DOI: 10.17632/p365kxw2wm.1
title: Data for: Multivariate interpolation and machine learning models for extreme defects-based fatigue life prediction of Ti6Al4V specimens fabricated by SLM

description: Data for the paper:

"Multivariate interpolation and machine learning models for extreme defects-based fatigue life prediction of Ti6Al4V specimens fabricated by SLM"
by: J. Horňas, A. Materna, J. Glinz, M. Yosifov, S. Senck

DOI: https://doi.org/10.1016/j.engfracmech.2024.110756

The paper proposed a novel methodology for extreme defects-based fatigue life prediction of Ti6Al4V specimens fabricated by selective laser melting (SLM) technique. The introduced framework is represented by a combination of a traditional ranking method based on the extreme values of stress intensity factor with related defect parameters (size, distance from the free surface, sphericity and compactness), training set augmentation using variational autoencoder (VAE) and various data-driven models (multivariate interpolation and machine learning algorithms). The defects were observed using micro-computed tomography (µ-CT) prior to the fatigue tests. 

The following data are shared:

1) Experimental (raw) dataset:
 Experimnetal_Raw_Dataset.csv

2) Experimental (features scaled by Min-Max normalization) dataset:
 Experimnetal_Scaled_Dataset.csv 

3) Experimental training set (features scaled by Min-Max normalization):
 Experimental_Training_Set.csv

4) Augmented training set generated by variational autoencoder (VAE):
 Augmented_Training_Set_by_VAE.csv

5) Final training set (experimental + augmented):
 Final_Training_Set.csv

6) Training subsets for features (X) and target (y) during hyperparameters tuning using tree-structured Parzen estimator (TPE) with 23-fold cross-validation (CV):
 X_Training_Subset_Cross_Validation_Number_01.csv,
 ... ,
 X_Training_Subset_Cross_Validation_Number_23.csv

 y_Training_Subset_Cross_Validation_Number_01.csv,
 ... ,
 y_Training_Subset_Cross_Validation_Number_23.csv

7) Validation subsets for features (X) and target (y) during hyperparameters tuning using tree-structured Parzen estimator (TPE) with 23-fold cross-validation (CV):
 X_Validation_Subset_Cross_Validation_Number_01.csv,
 ... ,
 X_Validation_Subset_Cross_Validation_Number_23.csv

 y_Validation_Subset_Cross_Validation_Number_01.csv,
 ... ,
 y_Validation_Subset_Cross_Validation_Number_23.csv

8) Training sets of features (X) and target (y) for models with tuned hyperparamaters:
 X_Training_Set.csv
 y_Training_Set.csv

9) Test sets (unseen data) of features (X) and target (y) for final evaluation of prediction accuracy:
 X_Test_Set.csv
 y_Test_Set.csv
DOI: 10.5281/zenodo.14547590
title: tockus_erythrorhynchus_spades_01.fasta.gz
DOI: 10.5281/zenodo.14547591
title: tockus_erythrorhynchus_spades_01.fasta.gz
DOI: 10.6084/m9.figshare.28082402
title: Appendix C Morrissey Dissertation

description: Appendix C Morrissey Dissertation
DOI: 10.17632/prtxyf9p5r.1
title: Datasets for 1km mesh Kyoto analysis

description: This is the data for Kyoto analysis in 1km mesh.
DOI: 10.6084/m9.figshare.28082396.v1
title: Changes of peripheral serotonin in the psychosocially stressed rats treated with linden honey

description: This study aimed to investigate the effects of linden honey in maintaining the stability of peripheral serotonergic system in the psychosocially stressed rats. In this experiment we examined concentration of serotonin (5-HT) in Serbian linden honey, as well as concentrations of 5-HT and MAO A activity in the blood of chronically stressed rats treated with linden honey. The investigated parameters were quantified using HPLC method with electrochemical detector, HPLC method with a fluorescent detector, and assay of enzyme activities. An important result of this study is that using analytical chemistry methods we have detected 5-HT in linden honey from Serbia for the first time. Also, we found that treatment with linden honey in the socially isolated animals increased concentration of 5-HT and decreased MAO A activity. Our results may by important in the research of the role of linden honey in maintaining stability of peripheral serotonergic system in stress condition.
DOI: 10.17632/6xhdszzpmv.1
title: Code and Data for "Share Repurchases Under Economic Policy Uncertainty: Evidence from China"

description: This dataset allows you to replicate all the processes in the article "Share Repurchases Under Economic Policy Uncertainty: Evidence from China." Please download the attached zip file, which contains the code and data used to reproduce this article (including main data, program-level data, and monthly-level data). The code provides detailed documentation on the source of each table. Please note that different tables may require opening different datasets. If you have any questions, feel free to contact huangchenghao@hotmail.com.
DOI: 10.17632/7y5dy655f4.1
title: study 1 dataset

description: it contains an analysis of expert opinion taken from six experts of the area and their conversion using MCDM technique.
DOI: 10.17632/c3rrw96d7h.1
title: Investigating the Psychological and Behavioral Impacts of Fear of COVID-19 in Students: The Mediating Role of Intolerance of Uncertainty

description: In this study, relationship between FC-19 and PWB and FC-19 and SEOLE were examined when IU is the mediator and gender, age, class level, and perceived success were controlled. 

Hypotheses for Models 1 and 2:
1. FC-19 negatively influences SEOLE.
2. IU mediates the relationship between FC-19 and SEOLE.
3. The mediating effect of IU is still significant when age, gender, class level, and perceived success are controlled.

Hypotheses for Models 3 and 4:
4. FC-19 negatively influences PWB.
5. IU mediates the relationship between FC-19 and PWB.
6. The mediating effect of IU is still significant when age, gender, class level, and perceived success are controlled.

The hypothesized mediation model (see Figure 1) was tested in a single model using a bootstrapping approach to assess the significance of the indirect effects at different levels of the moderator (Hayes, 2013). In the first and second models, FC-19 was the predictor variable, SEOLE was the outcome variable, and IU was the mediator. In the third and fourth models, FC-19 was the predictor variable, PWB was the outcome variable, and IU was the mediator variable. Demographic variables such as gender, age, class level, and perceived success were controlled in the analysis. The “PROCESS" macro, model 4, v4.2 (Hayes, 2015) in SPSS 25 with bias-corrected 95% confidence intervals (n = 5000) was used to assess the significance of the indirect effects.
DOI: 10.17632/kmmcgk2gp9.1
title: Radashevsky & Pankova-2025 Supplement

description: Supplementary material for:
Radashevsky, V.I. & Pankova, V.V. (2025) Review of Arctic and Pacific Marenzelleria (Annelida: Spionidae), with new records and comments on Spio gorbunovi Averincev, 1990. African Zoology, 60 (1–2), 1–12. https://doi.org/10.1080/15627020.2024.2426456
DOI: 10.17632/tdcfsmt4ym
title: Lithium isotopic compositions along a glacial river at the tectonically active northeastern Pamir Plateau: Complexity across a mountain-floodplain transition

description: Data for all figures in the manuscript by Hu et al to be published by Geochimica et Cosmochimica Acta as "Lithium isotopic compositions along a glacial river at the tectonically active northeastern Pamir Plateau: Complexity across a mountain-floodplain transition".
DOI: 10.17632/tdcfsmt4ym.1
title: Lithium isotopic compositions along a glacial river at the tectonically active northeastern Pamir Plateau: Complexity across a mountain-floodplain transition

description: Data for all figures in the manuscript by Hu et al to be published by Geochimica et Cosmochimica Acta as "Lithium isotopic compositions along a glacial river at the tectonically active northeastern Pamir Plateau: Complexity across a mountain-floodplain transition".
DOI: 10.17632/pbgpbgk4p2.1
title: Wildlife-Vehicle Collisions in South-Central Uganda: Implica-tions for Biodiversity Conservation

description: This data is about road kill incidents on mammals,amphibians,reptiles and birds recorded in South central Uganda for a period from 2019 to 2024
DOI: 10.15468/dl.us2xv9
title: Occurrence Download

description: A dataset containing 42755 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lynx rufus (Schreber, 1777)"
 ]
}

 The dataset includes 42755 records from 187 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046730-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/9t9cxyr2hv
title: Nitrification gene

description: Relative abundance matrix at each stage of nitrification processes
DOI: 10.17632/9t9cxyr2hv.1
title: Nitrification gene

description: Relative abundance matrix at each stage of nitrification processes
DOI: 10.17632/788t4psbhy.1
title: Attention and Talker-Specificity in the Memory Encoding of Spoken Sentences

description: Data and analysis code for the manuscript "Attention and Talker-Specificity in the Memory Encoding of Spoken Sentences" (William Clapp & Meghan Sumner, 2024). Data were collected over three experiments with divided and full attention conditions, where Exp. 1 was a recognition memory experiment with spoken sentences heard at study and test, Exp. 2 was a cross-modal recognition memory experiment with spoken sentences at study and text at test, and Exp. 3 was a cross-modal recognition memory experiment with spoken sentences at study and images at test.

Code used to run experiments is available separately on GitHub (https://github.com/willclapp/attention_talker_specificity)
DOI: 10.5281/zenodo.14547602
title: tockus_flavirostris_spades_01.fasta.gz
DOI: 10.5281/zenodo.14547603
title: tockus_flavirostris_spades_01.fasta.gz