cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.c.3624929_d7.v1
title: Additional file 6: of Combined small RNA and degradome sequencing to identify miRNAs and their targets in response to drought in foxtail millet

description: Differential expression analysis of known miRNAs under drought stress. (XLS 21 kb)
DOI: 10.6084/m9.figshare.c.3624956_d3.v1
title: Additional file 2: Table S1. of Effect of propofol on microRNA expression in rat primary embryonic neural stem cells

description: Gene list based on different search strategies. A total of 420 different genes that related to propofol exposure were selected when duplicates were excluded and their expression data were downloaded from the GEO Profiles. (XLSX 27 kb)
DOI: 10.6084/m9.figshare.c.3624929_d6.v1
title: Additional file 8: of Combined small RNA and degradome sequencing to identify miRNAs and their targets in response to drought in foxtail millet

description: Targets of miRNAs identified by degradome sequence. (XLS 46 kb)
DOI: 10.6084/m9.figshare.c.3624956_d2.v1
title: Additional file 4: Table S4. of Effect of propofol on microRNA expression in rat primary embryonic neural stem cells

description: Predicted miRs of validated genes. By searching the four databases (miRWalk, miRanda, miRDB and TargetScan), 248 and 346 miRNAs were predicted to target the 3â ˛ UTRs of EGR2 and ARC, respectively. (XLSX 42 kb)
DOI: 10.15468/dl.grn99d
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhincodon typus Smith, 1828",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 20 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036073-241126133413365/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.c.3624956_d1.v1
title: Additional file 1: Table S3. of Effect of propofol on microRNA expression in rat primary embryonic neural stem cells

description: Primers sequence of mRNAs and microRNAs. (XLSX 11 kb)
DOI: 10.6084/m9.figshare.c.3624929_d4.v1
title: Additional file 13: of Combined small RNA and degradome sequencing to identify miRNAs and their targets in response to drought in foxtail millet

description: miRNA comparison data among different foxtail millet varieties. (XLSX 17 kb)
DOI: 10.6084/m9.figshare.c.3624929_d3.v1
title: Additional file 4: of Combined small RNA and degradome sequencing to identify miRNAs and their targets in response to drought in foxtail millet

description: Detailed information of novel miRNAs in foxtail millet. (XLS 58 kb)
DOI: 10.6084/m9.figshare.c.3624923_d2.v1
title: Additional file 1: of Transcriptomic comparison of the self-pollinated and cross-pollinated flowers of Erigeron breviscapus to analyze candidate self-incompatibility-associated genes

description: Table S1. Functional annotation of E.breviscapus transcriptome. (XLSX 4281Â kb)
DOI: 10.6084/m9.figshare.c.3624929_d1.v1
title: Additional file 11: of Combined small RNA and degradome sequencing to identify miRNAs and their targets in response to drought in foxtail millet

description: Targets of known miRNAs predicted by the web tool psRNATarget. (XLS 69 kb)
DOI: 10.6084/m9.figshare.c.3624923_d1.v1
title: Additional file 2: of Transcriptomic comparison of the self-pollinated and cross-pollinated flowers of Erigeron breviscapus to analyze candidate self-incompatibility-associated genes

description: Table S2. The RPKM value of partial unigenes. (XLSX 520Â kb)
DOI: 10.6084/m9.figshare.c.3624878_d1.v1
title: Additional file 1: of Prognostic and predictive significance of tumor length in patients with esophageal squamous cell carcinoma undergoing radical resection

description: Datasets supporting the conclusions of this article. (XLSX 172Â kb)
DOI: 10.6084/m9.figshare.c.3624698_d2.v1
title: Additional file 1: of The mechanism of high contents of oil and oleic acid revealed by transcriptomic and lipidomic analysis during embryogenesis in Carya cathayensis Sarg.

description: Gene transcription in lipid synthesis. (XLSX 55 kb)
DOI: 10.6084/m9.figshare.c.3624704_d1.v1
title: Additional file 6 of Improving RNA-Seq expression estimation by modeling isoform- and exon-specific read sequencing rate

description: Table S2. Name list of the 279 genes used for comparison on DE analysis in MAQC data. This table shows the name list of the 279 qRT-PCR validated DE genes with high certainty, which are used to validate DE analysis approaches in MAQC data. (XLS 39.5 kb)
DOI: 10.6084/m9.figshare.c.3624698_d1.v1
title: Additional file 2: of The mechanism of high contents of oil and oleic acid revealed by transcriptomic and lipidomic analysis during embryogenesis in Carya cathayensis Sarg.

description: Potential genes related with lipid synthesis via co-expression network. (XLSX 24 kb)
DOI: 10.6084/m9.figshare.c.3624650_d9.v1
title: Additional file 6: of Identification and characterization of miRNAs and targets in flax (Linum usitatissimum) under saline, alkaline, and saline-alkaline stresses

description: Identified targets of significant differential expressed novel miRNAs in flax. (XLS 22Â kb)
DOI: 10.6084/m9.figshare.c.3624650_d7.v1
title: Additional file 5: of Identification and characterization of miRNAs and targets in flax (Linum usitatissimum) under saline, alkaline, and saline-alkaline stresses

description: Summary of known miRNA and novel miRNA expression level in all samples. (XLS 81Â kb)
DOI: 10.6084/m9.figshare.c.3624650_d6.v1
title: Additional file 2: of Identification and characterization of miRNAs and targets in flax (Linum usitatissimum) under saline, alkaline, and saline-alkaline stresses

description: Summary of known miRNA and novel miRNA in each sample. (XLS 19Â kb)
DOI: 10.15468/dl.jezkpx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhiniodon typus (Smith, 1828)",
 "Geometry POLYGON((170 20, 170 50, 120 50, 120 20, 170 20))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036076-241126133413365/datasets/export for details.
DOI: 10.6084/m9.figshare.c.3624650_d5.v1
title: Additional file 10: of Identification and characterization of miRNAs and targets in flax (Linum usitatissimum) under saline, alkaline, and saline-alkaline stresses

description: The primers used in this study. (XLS 8Â kb)
DOI: 10.6084/m9.figshare.c.3624650_d4.v1
title: Additional file 9: of Identification and characterization of miRNAs and targets in flax (Linum usitatissimum) under saline, alkaline, and saline-alkaline stresses

description: Summary of data cleaning of degradome sequencing. (XLS 58Â kb)
DOI: 10.6084/m9.figshare.c.3624650_d3.v1
title: Additional file 8: of Identification and characterization of miRNAs and targets in flax (Linum usitatissimum) under saline, alkaline, and saline-alkaline stresses

description: GO ontology statistics of targets of known miRNAs and novel miRNAs having differential expression. (XLS 20Â kb)
DOI: 10.6084/m9.figshare.c.3624650_d2.v1
title: Additional file 3: of Identification and characterization of miRNAs and targets in flax (Linum usitatissimum) under saline, alkaline, and saline-alkaline stresses

description: Summary of intersample differential expression known miRNA and novel miRNA. (XLS 92Â kb)
DOI: 10.6084/m9.figshare.c.3624650_d1.v1
title: Additional file 4: of Identification and characterization of miRNAs and targets in flax (Linum usitatissimum) under saline, alkaline, and saline-alkaline stresses

description: Summary of significant differential expressed novel miRNA. (XLS 32Â kb)
DOI: 10.15468/dl.hrdqxy
title: Occurrence Download

description: A dataset containing 1266 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Artemisia montana (Nakai) Pamp."
 ]
}

 The dataset includes 1266 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036075-241126133413365/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.c.3624509_d1.v1
title: Additional file 9: Table S6. of Exome sequencing reveals genetic differentiation due to high-altitude adaptation in the Tibetan cashmere goat (Capra hircus)

description: Primer and SNP information for verification using Sanger technology. (XLSX 13Â kb)
DOI: 10.6084/m9.figshare.c.3624452_d7.v1
title: MOESM6 of Sequencing and characterization of leaf transcriptomes of six diploid Nicotiana species

description: Additional file 6. The top 20 abundant ORFs in the six Nicotiana species.
DOI: 10.6084/m9.figshare.c.3624449_d6.v1
title: Additional file 2: of Functional conservation and divergence of Miscanthus lutarioriparius GT43 gene family in xylan biosynthesis

description: Protein sequences used for the phylogenetic analysis of GT43 family. (TXT 27 kb)
DOI: 10.6084/m9.figshare.c.3624452_d3.v1
title: MOESM7 of Sequencing and characterization of leaf transcriptomes of six diploid Nicotiana species

description: Additional file 7. Phylogenetic tree based on the transcriptomes of six Nicotiana and S. lycopersicum using ML method.
DOI: 10.15468/dl.h62wur
title: Occurrence Download

description: A dataset containing 2634653 records in GBIF matching the query:
SELECT specieskey, countrycode
 FROM occurrence
 WHERE
 specieskey IS NOT NULL
 AND countrycode IS NOT NULL
 AND occurrencestatus = 'PRESENT'
 AND (
 basisofrecord = 'HUMAN_OBSERVATION'
 OR basisofrecord = 'MACHINE_OBSERVATION'
 OR basisofrecord = 'OCCURRENCE'
 OR basisofrecord = 'LIVING_SPECIMEN'
 OR basisofrecord = 'MATERIAL_SAMPLE'
 )
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 GROUP BY specieskey, countrycode

 The dataset's 2634653 records were derived from 41679 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036064-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.c7cptf
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "OccurrenceStatus is Present",
 "TaxonKey is Sterna caspia Pallas, 1770",
 "Year 1975-2025"
 ]
}

 The dataset includes 62 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020571-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25824/redu/6bgxu7
title: Brazilian political demonstration dataset

description: Overview The Brazilian Political Protest Dataset (Annotated Tweets) is a collection of 5,000 manually labeled tweets related to protests in Brazil on September 7, 2021, and subsequent demonstrations in the following days. The dataset captures public discourse on Twitter, including opinions, news, and media content shared by users supporting and opposing the protests. To collect the dataset, we used a keyword-based approach, selecting terms that were trending in Brazil at the time. The 5,000 annotated tweets were manually labeled to support research in political discourse analysis, misinformation detection, and social media studies. Due to the location and context of the protests, most tweets are in Portuguese, with a small portion in English and Spanish. Usage and Applications This dataset might be valuable for research in: Political Discourse Analysis: Understanding how different political groups interact online. Misinformation Fact-Checking: Analyzing fake news and manipulated media in protests. Social Media Engagement Opinion Mining: Investigating sentiment and polarization. Multimodal AI Research: Studying how text, images, and news links contribute to online discourse. Media Content Due to the terms of use from the social networks, we do not make publicly available the texts and images that were collected. However, we can provide some extra piece of media content by contacting the authors.
DOI: 10.15468/dl.2j34hb
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "GadmGid is CHN.22_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Taxus L."
 ]
}

 The dataset includes 52 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020572-250310093411724/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.28639811
title: ANALİZ DOSYASI.omv

description: Exercise-Based Interventions for Anger: A Systematic Review and Meta-Analysis of RCTs” systematically reviews randomized controlled trials evaluating the effectiveness of exercise-based interventions to reduce anger levels and presents meta-analytic findings on the effect of these interventions.
DOI: 10.6084/m9.figshare.28639811.v1
title: ANALİZ DOSYASI.omv

description: Exercise-Based Interventions for Anger: A Systematic Review and Meta-Analysis of RCTs” systematically reviews randomized controlled trials evaluating the effectiveness of exercise-based interventions to reduce anger levels and presents meta-analytic findings on the effect of these interventions.
DOI: 10.5281/zenodo.15046396
title: Synthetic time series of delays in European and US airports

description: Synthetic time series of hourly delays, in 30 airports in Europe and US.
description: Data are organised in four files: EUArr.npy, EUDep.npy, USArr.npy, and USDep.npy. The file name encodes the region and the type of delays (arrival and departure). Each file is a standard NumPy array, that can be opened with the corresponding Python library. It contains a single four-dimensional tensor of size 30 x 100 x d x 24, the four dimensions respectively represent the 30 airports of the region, the 100 independent realisations of the generation process, the d days available for each region (610 for EU and 1,825 for US), and the 24 hours of the day.
DOI: 10.5281/zenodo.15046397
title: Synthetic time series of delays in European and US airports

description: Synthetic time series of hourly delays, in 30 airports in Europe and US.
description: Data are organised in four files: EUArr.npy, EUDep.npy, USArr.npy, and USDep.npy. The file name encodes the region and the type of delays (arrival and departure). Each file is a standard NumPy array, that can be opened with the corresponding Python library. It contains a single four-dimensional tensor of size 30 x 100 x d x 24, the four dimensions respectively represent the 30 airports of the region, the 100 independent realisations of the generation process, the d days available for each region (610 for EU and 1,825 for US), and the 24 hours of the day.
DOI: 10.5281/zenodo.15064831
title: Evaluating Blackjack Strategy Models.

description: Blackjack, a game of both strategy and chance, has evolved with the integration of mathematical models and computational tools. This research explores a range of Blackjack-playing strategies, from classic methods such as basic strategy charts and card counting to advanced machinelearning techniques like reinforcement learning and historical data analysis.
DOI: 10.5281/zenodo.15064830
title: Evaluating Blackjack Strategy Models.

description: Blackjack, a game of both strategy and chance, has evolved with the integration of mathematical models and computational tools. This research explores a range of Blackjack-playing strategies, from classic methods such as basic strategy charts and card counting to advanced machinelearning techniques like reinforcement learning and historical data analysis.
DOI: 10.5281/zenodo.15064864
title: Evaluating Blackjack Strategy Models.

description: Blackjack, a game of both strategy and chance, has evolved with the integration of mathematical models and computational tools. This research explores a range of Blackjack-playing strategies, from classic methods such as basic strategy charts and card counting to advanced machinelearning techniques like reinforcement learning and historical data analysis.
DOI: 10.5281/zenodo.12608896
title: Measuring accessibility through surprisal (Appendix A)

description: The pronominal systems: data from grammars
DOI: 10.5281/zenodo.14503330
title: Co-Creation Methods Inventory 2.0: Expanded Insights on 248 Methods Sourced from Academic Literature

description: Co-Creation Methods Inventory 2.0. A comprehensive open-access resource based on a systematic review of co-creation methods published in academic literature from 1998 to 2022. This dataset includes 248 distinct methods, categorized and detailed to support researchers and practitioners in planning, conducting, and evaluating co-creation projects in public health and beyond.

The methods are drawn from 266 academic articles and represent over two decades of development in collaborative problem-solving. Each method is characterised by descriptive steps, its target population, benefits, challenges, example applications, and much more! The dataset reflects co-creation practices across 40 different population groups, including children, adults, and marginalized populations. 

This dataset is the result of the scoping review titled "Co-creation methods for public health research — characteristics, benefits, and challenges: a Health CASCADE scoping review," which is published in BMC Medical Research Methodology: https://doi.org/10.1186/s12874-025-02514-4 

----------------Reach Out: For any inquiries or further information about the dataset, please feel free to reach out to the lead researcher, Danielle Marie Agnello at danielle.agnello@gcu.ac.uk. Additionally, join the conversation and stay updated on her work by following her on Twitter: https://twitter.com/DannyAgnello_GH. Co-Creation Resources: 



Looking for more methods, then take a look at the Co-Creation Method Inventory 1.0: https://www.i-jmr.org/2024/1/e59772 and the dataset here: https://zenodo.org/records/8014373. 

Additionally, engage with critical questions about method selection through my Methods Selector Infographic at: https://doi.org/10.5281/zenodo.7414470.

For insights into how these methods align with co-creation principles, please refer to the pre-print manuscript on the Co-Creation Rainbow framework: https://zenodo.org/records/10391410.

For additional support in utilizing these co-creation methods in a co-creation process, explore our Draft Evidence-based Co-Creation Guideline: PRODUCES+ at: https://zenodo.org/records/8379784. 

If you're needing support in evaluating your co-creation process, then access our Observation Guide: Evaluating a Co-Creation Workshop: https://zenodo.org/records/14228909.

You can also conduct your study in the Health CASCADE Co-Creation Database: https://doi.org/10.2196/45059.


Unlock the potential of co-creation and embark on a collaborative research journey with confidence, creativity, and innovation!
DOI: 10.5281/zenodo.14503329
title: Co-Creation Methods Inventory 2.0: Expanded Insights on 248 Methods Sourced from Academic Literature

description: Co-Creation Methods Inventory 2.0. A comprehensive open-access resource based on a systematic review of co-creation methods published in academic literature from 1998 to 2022. This dataset includes 248 distinct methods, categorized and detailed to support researchers and practitioners in planning, conducting, and evaluating co-creation projects in public health and beyond.

The methods are drawn from 266 academic articles and represent over two decades of development in collaborative problem-solving. Each method is characterised by descriptive steps, its target population, benefits, challenges, example applications, and much more! The dataset reflects co-creation practices across 40 different population groups, including children, adults, and marginalized populations. 

This dataset is the result of the scoping review titled "Co-creation methods for public health research — characteristics, benefits, and challenges: a Health CASCADE scoping review," which is published in BMC Medical Research Methodology: https://doi.org/10.1186/s12874-025-02514-4 

----------------Reach Out: For any inquiries or further information about the dataset, please feel free to reach out to the lead researcher, Danielle Marie Agnello at danielle.agnello@gcu.ac.uk. Additionally, join the conversation and stay updated on her work by following her on Twitter: https://twitter.com/DannyAgnello_GH. Co-Creation Resources: 



Looking for more methods, then take a look at the Co-Creation Method Inventory 1.0: https://www.i-jmr.org/2024/1/e59772 and the dataset here: https://zenodo.org/records/8014373. 

Additionally, engage with critical questions about method selection through my Methods Selector Infographic at: https://doi.org/10.5281/zenodo.7414470.

For insights into how these methods align with co-creation principles, please refer to the pre-print manuscript on the Co-Creation Rainbow framework: https://zenodo.org/records/10391410.

For additional support in utilizing these co-creation methods in a co-creation process, explore our Draft Evidence-based Co-Creation Guideline: PRODUCES+ at: https://zenodo.org/records/8379784. 

If you're needing support in evaluating your co-creation process, then access our Observation Guide: Evaluating a Co-Creation Workshop: https://zenodo.org/records/14228909.

You can also conduct your study in the Health CASCADE Co-Creation Database: https://doi.org/10.2196/45059.


Unlock the potential of co-creation and embark on a collaborative research journey with confidence, creativity, and innovation!
DOI: 10.15468/dl.rzbhr6
title: Occurrence Download

description: A dataset containing 548 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cremnops desertor (Linnaeus, 1758)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 548 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020574-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15064834
title: Data + Code - Affective responses and behavioural strategies to social fusion events in zoo-housed bonobos
DOI: 10.5281/zenodo.15064835
title: Data + Code - Affective responses and behavioural strategies to social fusion events in zoo-housed bonobos
DOI: 10.5281/zenodo.12608921
title: Measuring accessibility through surprisal (Appendix B)

description: The pronominal systems: data from miniciep+ on pre/post verbal position
DOI: 10.5281/zenodo.15039322
title: Dataset for "Robust and broadband UV laser utilizing Čerenkov phase matching on a hybrid photonic chip"

description: This dataset contains the necessary simulations and experimental data to reproduce all figures from the Optics Express paper "Robust and broadband UV laser utilizingČerenkov phase matching on a hybrid photonic chip".
DOI: 10.5281/zenodo.15039323
title: Dataset for "Robust and broadband UV laser utilizing Čerenkov phase matching on a hybrid photonic chip"

description: This dataset contains the necessary simulations and experimental data to reproduce all figures from the Optics Express paper "Robust and broadband UV laser utilizingČerenkov phase matching on a hybrid photonic chip".
DOI: 10.5281/zenodo.15064925
title: THE MOTIF OF THE NOVELLA IN CONCEPTION AND EVOLUTION WRITER'S "FLOWING WANDERER" BY SULTAN ISAJAN
DOI: 10.5281/zenodo.15064926
title: THE MOTIF OF THE NOVELLA IN CONCEPTION AND EVOLUTION WRITER'S "FLOWING WANDERER" BY SULTAN ISAJAN