cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/htd5bhkndr.1
title: Guava Dataset

description: Recent advances in artificial intelligence methods and computer vision algorithms have emerged as a
bridge between machines and humans, helping to solve complex real-world problems. Images play a crucial role
in extracting valuable information, and in agriculture, they serve as a powerful tool for crop yield estimation, weed
detection, plant disease classification, nutrient deficiency assessment, and fruit and flower counting, among other
applications. In this manuscript, we introduce a comprehensive database of the well-known fruit plant, Guava.
The fruit has diverse applications in both the food and medical domains. Estimating guava yield using image
processing and computational intelligence algorithms can be highly beneficial for assessing actual crop
productivity. This study presents a real-time collection of guava fruit images and videos using mobile and digital
cameras. A total of 320 original images were captured. The raw dataset will be publicly available on Mendeley, providing researchers and
academicians with a valuable resource for exploring fruit counting methodologies and predicting field
productivity. We believe that this dataset will contribute significantly to the advancement of AI-driven agricultural
research and precision farming. Video data will be made available on request. The images acquired with the help of camera are named as IMG_ABCD.JPG and the images captured with the help of mobile phone camera are named as IMG2024AAAAAAAAAA_00.jpg
DOI: 10.17632/ccr8cwphpm.1
title: soil prediction

description: This script predicts soil thickness using both environmental features
and graph-based features extracted from two types of graphs:
(1) a geographic similarity graph based on spatial proximity,
and (2) a feature similarity graph based on high-correlation environmental variables.
DOI: 10.17632/vhbyr8vswm
title: Data: How do global bond market funds respond to shocks in the stock market

description: global bond market funds and global stock prices
DOI: 10.17632/vhbyr8vswm.1
title: Data: How do global bond market funds respond to shocks in the stock market

description: global bond market funds and global stock prices
DOI: 10.17632/pymm9hg9s3.1
title: Characterization of bacteria colonizing the mucosal layer of the gastrointestinal tract of Atlantic salmon farmed in a warm water region

description: Data is based on a study of farmed Atlantic salmon gut microbiome. Fish were sampled from farms and hatcheries in Tasmania, Australia.
1. Sequence data - 8 spreadsheets including bacterial sequence output from DADA2 (Galaxy Australia), read counts, and classifications based off GreenGenes2. The data was collected from samples from farmed Atlantic salmon over several surveys. Metadata summary file provides sources of sequences, animal ethics permits, and some sampling information.
2. Differential abundance analysis - 2 spreadsheets including transformations and statistics (p-values, effect sizes) for comparisons of read abundances for bacterial OTUs
3. Subsampled reads for the combined sequenced dataset to portray overall abundance trends by sample type and by season.
DOI: 10.5281/zenodo.15352438
title: Mapping Two Decades of Research on Older Adult Education: A Bibliometric Analysis (2004–2024)
DOI: 10.5281/zenodo.15352439
title: Mapping Two Decades of Research on Older Adult Education: A Bibliometric Analysis (2004–2024)
DOI: 10.17632/nbc2yff7w8.1
title: TORC1 autonomously controls its spatial partitioning via the Rag GTPase tether Tco89

description: This data set contains: all the unprocessed immunoblots used in this manuscript and their relative replicates used for quantification; unprocessed images of yeast solid medium plates; microscopy pictures used in this manuscript; supplementary tables. Folder name indicates the Figure/Panel number. The Quantifications spreadsheet contains all data points used to create the graphs in the manuscript.
DOI: 10.17632/mxsb7snyvx.1
title: Glioblastoma Multiforme Brain MRI Dataset for Tumor Detection and Classification

description: This dataset contains brain MRI images of patients diagnosed with Glioblastoma Multiforme (GBM), a highly aggressive and malignant form of brain tumor. It is designed to support research in medical image analysis, machine learning, deep learning, and radiomics. Each image has been preprocessed to ensure consistent resolution and quality, making the dataset well-suited for tasks such as tumor detection, segmentation, and classification. It serves as a valuable resource for academic and clinical researchers developing diagnostic models or exploring advanced imaging analysis techniques. All data were collected and curated in compliance with ethical standards and data privacy regulations.
DOI: 10.5281/zenodo.15352282
title: radjah_radjah_spades_01.fasta.gz
DOI: 10.5281/zenodo.15352283
title: radjah_radjah_spades_01.fasta.gz
DOI: 10.15468/dl.zu2wby
title: Occurrence Download

description: A dataset containing 566 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Ecuador, Colombia)",
 "TaxonKey is Cinchona officinalis L."
 ]
}

 The dataset includes 566 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018490-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/955g4ngzyv
title: Anti-viral pneumonia and gut microbiota regulatory effects of a polysaccharide purified from Moringa Oleifera Seeds

description: Isolation and purification, structural characterization, pharmacological activities, and effects on gut microbiota and their metabolites of polysaccharides.
DOI: 10.17632/955g4ngzyv.1
title: Anti-viral pneumonia and gut microbiota regulatory effects of a polysaccharide purified from Moringa Oleifera Seeds

description: Isolation and purification, structural characterization, pharmacological activities, and effects on gut microbiota and their metabolites of polysaccharides.
DOI: 10.15468/dl.qz8neh
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Himantopus himantopus (Linnaeus, 1758)",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 23 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018491-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c51n7z051
title: MassIVE MSV000097810 - Characterization of cytokine treatment on human pancreatic islets by top-down proteomics
title: Top-down proteomic data from 6 human islet donors; islets were treated with interferon gamma (IFN-gamma) and interleukin-1 beta (IL-1 beta). Time points include t=0 (control) and t=24 hours for each donor. Samples were reduced and alkylated, then analyzed by LC-MS/MS. Data was searched with TopPIC using PNNL's DMS processing pipeline and post-processed with TopPICR.
DOI: 10.15468/dl.kask4z
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-72.85053 44.97123,-73.7351 45.36658,-75.69495 44.75159,-75.83142 43.38826,-73.93095 43.20358,-69.7912 43.45309,-66.59647 44.8139,-67.93712 47.31925,-69.36772 47.44627,-69.88804 46.65504,-71.17513 45.48628,-72.85053 44.97123))",
 "HasGeospatialIssue is false",
 "TaxonKey is Phleum alpinum L."
 ]
}

 The dataset includes 23 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018493-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/wzgky98v9j
title: Associations of Serum 25-Hydroxyvitamin D Concentrations with Risks of Mortality and Cardiovascular Disease among Individuals with Psoriasis - Supplementary Material

description: Associations of Serum 25-Hydroxyvitamin D Concentrations with Risks of Mortality and Cardiovascular Disease among Individuals with Psoriasis.

Supplemental Data
eTables
eTable 1. Identification of Psoriasis Based on the Hospital Inpatient Care Records, Primary Care Records, and Self-Reported Data in the UK Biobank
eTable 2. Identification of Cardiovascular Diseases Based on the Hospital Inpatient Care Records, Primary Care Records, and Self-Reported Data in the UK Biobank at baseline
eTable 3. Mean Concentrations of Serum 25-Hydroxyvitamin D by Month of Blood Draw among Psoriasis Patients in terms of Overall Mortality
eTable 4. Ascertainment of Incident Cardiovascular Diseases During Follow-up Based on the Hospital Inpatient Care Records, Primary Care Records, Self-Reported Medical Condition and National Death Register in the UK Biobank
eTable 5. Associations of Serum 25-Hydroxyvitamin D Concentrations with Risks of Overall Mortality and Incident Cardiovascular Disease among Patients with Psoriasis
eTable 6. Stratified Analyses on the Associations between Serum 25-Hydroxyvitamin D Concentrations and Risk of Overall Mortality and Incident Cardiovascular Disease among Patients with Psoriasis
eTable 7. Sensitivity Analyses on the Associations of Serum 25-Hydroxyvitamin D Concentrations with Risks of Overall Mortality and Incident Cardiovascular Disease among Patients with Psoriasis
eTable 8. Associations of Serum 25-Hydroxyvitamin D Concentrations with Risks of Overall Mortality and Incident Cardiovascular Disease among Patients with Psoriasis after Further Adjustment for Kidney Function and Serum Calcium Concentrations
eTable 9. Baseline Characteristics of Participants without Psoriasis According to Level of Serum 25-Hydroxyvitamin D in the UK Biobank in terms of Overall Mortality
eTable 10. Multivariable-Adjusted HRs and 95% CIs for Risk of Overall Mortality or Incident CVD Comparing Psoriasis Patients to Matched Controls

eFigures
eFigure 1. Flowchart of the Study Design in the Analyses of Psoriasis Patients alone in the UK Biobank
eFigure 2. Flowchart of the Study Design for the Comparison between Psoriasis Patients and their Individually Matched Controls in terms of Overall Mortality in the UK Biobank
eFigure 3. Flowchart of the Study Design for the Comparison between Psoriasis Patients and their Individually Matched Controls in terms of Cardiovascular Disease Incidence in the UK Biobank
eFigure 4. Associations of Serum 25-Hydroxyvitamin D Concentrations with Risks of Overall Mortality and Incident Cardiovascular Disease among Psoriasis Patients and their Individually Matched Controls 

Supplemental eMethods
Supplemental eResults
DOI: 10.17632/wzgky98v9j.1
title: Associations of Serum 25-Hydroxyvitamin D Concentrations with Risks of Mortality and Cardiovascular Disease among Individuals with Psoriasis - Supplementary Material

description: Associations of Serum 25-Hydroxyvitamin D Concentrations with Risks of Mortality and Cardiovascular Disease among Individuals with Psoriasis.

Supplemental Data
eTables
eTable 1. Identification of Psoriasis Based on the Hospital Inpatient Care Records, Primary Care Records, and Self-Reported Data in the UK Biobank
eTable 2. Identification of Cardiovascular Diseases Based on the Hospital Inpatient Care Records, Primary Care Records, and Self-Reported Data in the UK Biobank at baseline
eTable 3. Mean Concentrations of Serum 25-Hydroxyvitamin D by Month of Blood Draw among Psoriasis Patients in terms of Overall Mortality
eTable 4. Ascertainment of Incident Cardiovascular Diseases During Follow-up Based on the Hospital Inpatient Care Records, Primary Care Records, Self-Reported Medical Condition and National Death Register in the UK Biobank
eTable 5. Associations of Serum 25-Hydroxyvitamin D Concentrations with Risks of Overall Mortality and Incident Cardiovascular Disease among Patients with Psoriasis
eTable 6. Stratified Analyses on the Associations between Serum 25-Hydroxyvitamin D Concentrations and Risk of Overall Mortality and Incident Cardiovascular Disease among Patients with Psoriasis
eTable 7. Sensitivity Analyses on the Associations of Serum 25-Hydroxyvitamin D Concentrations with Risks of Overall Mortality and Incident Cardiovascular Disease among Patients with Psoriasis
eTable 8. Associations of Serum 25-Hydroxyvitamin D Concentrations with Risks of Overall Mortality and Incident Cardiovascular Disease among Patients with Psoriasis after Further Adjustment for Kidney Function and Serum Calcium Concentrations
eTable 9. Baseline Characteristics of Participants without Psoriasis According to Level of Serum 25-Hydroxyvitamin D in the UK Biobank in terms of Overall Mortality
eTable 10. Multivariable-Adjusted HRs and 95% CIs for Risk of Overall Mortality or Incident CVD Comparing Psoriasis Patients to Matched Controls

eFigures
eFigure 1. Flowchart of the Study Design in the Analyses of Psoriasis Patients alone in the UK Biobank
eFigure 2. Flowchart of the Study Design for the Comparison between Psoriasis Patients and their Individually Matched Controls in terms of Overall Mortality in the UK Biobank
eFigure 3. Flowchart of the Study Design for the Comparison between Psoriasis Patients and their Individually Matched Controls in terms of Cardiovascular Disease Incidence in the UK Biobank
eFigure 4. Associations of Serum 25-Hydroxyvitamin D Concentrations with Risks of Overall Mortality and Incident Cardiovascular Disease among Psoriasis Patients and their Individually Matched Controls 

Supplemental eMethods
Supplemental eResults
DOI: 10.17632/wbz2wjdz2v
title: DHSMEO

description: This dataset contains the MATLAB source code of the Dual-Hybrid Strategy Modified Equilibrium Optimizer (DHSMEO), proposed for solving complex optimization problems.
DOI: 10.17632/wbz2wjdz2v.1
title: DHSMEO

description: This dataset contains the MATLAB source code of the Dual-Hybrid Strategy Modified Equilibrium Optimizer (DHSMEO), proposed for solving complex optimization problems.
DOI: 10.17632/9p6wpvxt9c.1
title: Pengaduan Kota Denpasar 2014 - 2023

description: Tentang Pro Denpasar

Pengaduan Rakyat Online Kota Denpasar (PRODENPASAR) adalah aplikasi berbasis website yang melibatkan partisipasi publik dan bersifat dua arah, yang digunakan sebagai alat bantu untuk melakukan monitoring dan verifikasi capaian program pembangunan maupun pengaduan masyarakat terkait pelaksanaan program pembangunan di Kota Denpasar. PRODENPASAR dikembangkan oleh Dinas Komunikasi dan Informatika Kota Denpasar.

Aplikasi PRODENPASAR berupaya untuk menjembatani partisipasi publik dalam pembangunan daerah antara masyarakat umum dengan Pemerintah Kota Denpasar. Masyarakat umum dapat memberikan pelaporan tentang pembangunan yang akan ditinjau dan didisposisikan oleh tim verifikasi PRODENPASAR kepada Instansi yang terkait untuk ditindaklanjuti.
DOI: 10.17632/9p6wpvxt9c.2
title: Pengaduan Kota Denpasar 2014 - 2023

description: Tentang Pro Denpasar

Pengaduan Rakyat Online Kota Denpasar (PRODENPASAR) adalah aplikasi berbasis website yang melibatkan partisipasi publik dan bersifat dua arah, yang digunakan sebagai alat bantu untuk melakukan monitoring dan verifikasi capaian program pembangunan maupun pengaduan masyarakat terkait pelaksanaan program pembangunan di Kota Denpasar. PRODENPASAR dikembangkan oleh Dinas Komunikasi dan Informatika Kota Denpasar.

Aplikasi PRODENPASAR berupaya untuk menjembatani partisipasi publik dalam pembangunan daerah antara masyarakat umum dengan Pemerintah Kota Denpasar. Masyarakat umum dapat memberikan pelaporan tentang pembangunan yang akan ditinjau dan didisposisikan oleh tim verifikasi PRODENPASAR kepada Instansi yang terkait untuk ditindaklanjuti.


About Pro Denpasar

Denpasar City Online Public Complaints (PRODENPASAR) is a website-based application that involves public participation and is two-way, which is used as a tool to monitor and verify the achievements of development programs and public complaints related to the implementation of development programs in Denpasar City. PRODENPASAR was developed by the Denpasar City Communication and Informatics Office.

The PRODENPASAR application seeks to bridge public participation in regional development between the general public and the Denpasar City Government. The general public can provide reports on development that will be reviewed and disposed of by the PRODENPASAR verification team to the relevant agencies for follow-up.
DOI: 10.5281/zenodo.15352396
title: Data and codes for "Design principles for tailoring Exciton-Polaron characteristics in organic-inorganic hybrid materials "
DOI: 10.5281/zenodo.15352397
title: Data and codes for "Design principles for tailoring Exciton-Polaron characteristics in organic-inorganic hybrid materials "
DOI: 10.17632/jyh957chr8.1
title: Data for Christ et al. (2025)

description: Data used to create Figures 2 and 3.
DOI: 10.17632/23dp444hgw.1
title: Repurposing SARS-CoV-2 Ligands as Potential Therapeutics Against Human Metapneumovirus

description: Repurposing SARS-CoV-2 Ligands as Potential Therapeutics Against Human Metapneumovirus: The data and code used in this research are provided.
DOI: 10.17632/hz93gm6n85
title: research_data

description: The research data used in the study "Storm surge mechanisms and Typhoon parameter effects: a case study of the Pearl River Estuary"
DOI: 10.17632/hz93gm6n85.1
title: research_data

description: The research data used in the study "Storm surge mechanisms and Typhoon parameter effects: a case study of the Pearl River Estuary"
DOI: 10.17632/gkrxh2gv28
title: Trophic dynamics of cicada nymphs after severe wildfires

description: This dataset supports the research on how wildfires affect the belowground trophic dynamics of cicada nymphs (Cicada orni) in the north-eastern Iberian Peninsula. The study focuses on changes in cicada nutrition due to altered plant communities and soil properties following severe wildfires.

The data include:
- Two datasets with stable isotope values (δ¹³C and δ¹⁵N) from cicada exuviae collected from both burnt and unburnt areas across different years.
- One dataset containing isotopic values of host plant species present in the same locations.
These data allow interpretation of changes in cicada trophic relationships over time and space, and assessment of the role of specific plant regeneration strategies in post-fire food web recovery.

Data Collection and Interpretation
Cicada exuviae were collected annually over a 10-year period from multiple sites with varying fire histories. Plant samples were gathered in parallel to create a reference isotopic baseline. All samples were analyzed for δ¹³C and δ¹⁵N using standard stable isotope ratio mass spectrometry. The datasets can be used to evaluate long-term ecological impacts of fire on insect-plant-soil interactions and to model resilience in Mediterranean ecosystems.
DOI: 10.17632/gkrxh2gv28.1
title: Trophic dynamics of cicada nymphs after severe wildfires

description: This dataset supports the research on how wildfires affect the belowground trophic dynamics of cicada nymphs (Cicada orni) in the north-eastern Iberian Peninsula. The study focuses on changes in cicada nutrition due to altered plant communities and soil properties following severe wildfires.

The data include:
- Two datasets with stable isotope values (δ¹³C and δ¹⁵N) from cicada exuviae collected from both burnt and unburnt areas across different years.
- One dataset containing isotopic values of host plant species present in the same locations.
These data allow interpretation of changes in cicada trophic relationships over time and space, and assessment of the role of specific plant regeneration strategies in post-fire food web recovery.

Data Collection and Interpretation
Cicada exuviae were collected annually over a 10-year period from multiple sites with varying fire histories. Plant samples were gathered in parallel to create a reference isotopic baseline. All samples were analyzed for δ¹³C and δ¹⁵N using standard stable isotope ratio mass spectrometry. The datasets can be used to evaluate long-term ecological impacts of fire on insect-plant-soil interactions and to model resilience in Mediterranean ecosystems.
DOI: 10.5281/zenodo.14537455
title: Assessment of a novel aquatic mesocosm array for manipulating temporal and spatial temperature variability

description: We built an aquatic mesocosm array that is designed to independently manipulate temporal and spatial variability in water temperature, and we assessed its performance and consistency via a series of four tests. This repository contains the raw data collected from the tests, code to visualize and analyze those data, and PLC programs used to implement the tests.
DOI: 10.5281/zenodo.14537454
title: Assessment of a novel aquatic mesocosm array for manipulating temporal and spatial temperature variability

description: We built an aquatic mesocosm array that is designed to independently manipulate temporal and spatial variability in water temperature, and we assessed its performance and consistency via a series of tests. This repository contains the raw data collected from the tests, code to visualize and analyze those data, and PLC programs used to implement the tests.
DOI: 10.5281/zenodo.15346182
title: Assessment of a novel aquatic mesocosm array for manipulating temporal and spatial temperature variability

description: We built an aquatic mesocosm array that is designed to independently manipulate temporal and spatial variability in water temperature, and we assessed its performance and consistency via a series of tests. This repository contains the raw data collected from the tests, code to visualize and analyze those data, and PLC programs used to implement the tests.
DOI: 10.17632/2v288r7k2j.1
title: Linea alba response to exercise in parous women: research data from a cross-sectional study

description: This dataset supports the cross-sectional study titled "Immediate Effect of Four Exercises on Linea Alba Thickness, Distortion and Inter-Recti Distance in Parous Women." The study investigated the immediate biomechanical response of the abdominal wall—specifically inter-recti distance (IRD), linea alba thickness, and deformation—during four common abdominal exercises: crunch, abdominal drawing-in maneuver (ADIM), pelvic floor muscle contraction (PFMC), and the de Gasquet basic exercise.

Data include ultrasound measurements taken from 54 parous women at both supra- and infraumbilical levels. Measurements comprise IRD, linea alba thickness, and a distortion index, as well as transversus abdominis and internal oblique activation measured using simultaneous ultrasound. The dataset also contains participant metadata such as age, body mass index (BMI), number of deliveries, presence of urinary symptoms, and low back pain severity.