cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28342115.v1
title: The effects of tones and time pressure on the user experience of voice input on mobile devices for Mandarin Chinese: an experimental study

description: This study experimented with mobile devices to investigate the effects of tones and time pressure on the voice input experience for Mandarin Chinese. Voice input for Mandarin Chinese is gaining popularity, and its implementation on mobile devices has recently developed very rapidly. Previous studies have focused mainly on technical considerations for designing a voice input system and have not investigated the user experience of voice input. Two experiments were conducted to test single-character and two-character phrases. Four measurements, the number of errors, user satisfaction, mental workload, and skin conductance, were gathered from sixty-four participants for each experiment. The results indicated that Mandarin tones had a significant influence on the number of errors and user satisfaction, and time pressure significantly influenced all measurements. Specifically, the falling-rising tone produced the highest number of errors, and the rising tone led to the lowest satisfaction. A high level of time pressure resulted in low satisfaction, a high mental workload, and high skin conductance. The results indicated that (a) Mandarin tones significantly affected error rates and user satisfaction, and (b) time pressure had a significant effect on user experience. The findings have design implications for voice input systems in terms of user experience.
DOI: 10.17639/nott.7514
title: Work Hard, Play Harder: Intense Games Enable Recovery from High Mental Workload Tasks

description: This dataset includes fNIRS data and self-report data collect during experiment.
DOI: 10.6084/m9.figshare.27902268
title: Data supporting 'Increased crevassing across accelerating Greenland Ice Sheet margins'

description: Data supporting the paper:

Chudley, T. R., Howat, I. M., King, M. D., and MacKie, E. J. (accepted) Increased crevassing across accelerating Greenland Ice Sheet margins. Nature Geoscience.

Full details of the data are described within the README.md file.
DOI: 10.34740/kaggle/dsv/10658267
title: Vulnerability Fix Dataset
DOI: 10.6084/m9.figshare.26980498
title: The role of climate and population change in global flood exposure and vulnerability

description: Data used in manuscript results and figures. Zip file contains a series of files:
- all.shp - shapefile containing spatial representation of analysis areas
- summary.csv - aggregate summary data for flood hazard and population impacts
- vulnerability_summary.csv - aggregate summary of vulnerability data
- vulnerability_summary_urban.csv - aggregate summary of urban vulnerability data
- vulnerability.csv - detailed vulnerability data
- all_{flood type}_depth{return period}_{climate scenario}_{year}{uncertainty}_v2.csv, detailed flood hazard and exposure data for given flood types, return periods, climate scenario, years and uncertainty percentiles
DOI: 10.15468/dl.nsrjgz
title: Occurrence Download

description: A dataset containing 127 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fenerivia humbertii (Diels) R.M.K.Saunders"
 ]
}

 The dataset includes 127 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011107-250127130748423/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.26840299
title: The overlooked impacts of freshwater scarcity on oceans and seas. The case of the Mediterranean Sea

description: Fig. 1: 
Time series of integrated flow in REF and EXT scenarios for all Med
Individual flows from rivers (with discharge positions) for REF and EXT scenarios
Fig. 2:
Matrices with Chla, PPR and C-export for both REF and EXT scenarios
Fig. 3:
Excel table with integrated changes by region in BCQ conditions
Fig. 4:
Excel table with integrated changes by region in HTL values
Fig. 5:
Matrices for % biophysical changes and fishing intensity
DOI: 10.6084/m9.figshare.26840299.v1
title: The overlooked impacts of freshwater scarcity on oceans and seas. The case of the Mediterranean Sea

description: Fig. 1: 
Time series of integrated flow in REF and EXT scenarios for all Med
Individual flows from rivers (with discharge positions) for REF and EXT scenarios
Fig. 2:
Matrices with Chla, PPR and C-export for both REF and EXT scenarios
Fig. 3:
Excel table with integrated changes by region in BCQ conditions
Fig. 4:
Excel table with integrated changes by region in HTL values
Fig. 5:
Matrices for % biophysical changes and fishing intensity
DOI: 10.15468/dl.pg9qp4
title: Occurrence Download

description: A dataset containing 255110 species occurrences available in GBIF matching the query:
{
 "PublishingOrg" : [
 "is 8f6232c3-5523-44ad-825c-e066fc6b15ad"
 ]
}

 The dataset includes 255110 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011102-250127130748423/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.24278893
title: Catching Astrocytes Ensembles: Astrocytic Ensembles Control Cue-motivated Behavior

description: Astrocytes, dynamic cells that play a crucial role in brain function, have traditionally been overshadowed by the emphasis on neuronal activity in regulating behavior. This is in part due to the lack of tools to experimentally map and manipulate specific subsets of astrocytes based on their functional activity, which hampers our understanding of how astrocyte networks contribute to the organization of behavior. Here, using a tool that can translate astrocytic activity-mediated calcium signals into gene expression in a light-dependent manner, we have identified an active astrocytic ensemble associated with cue-motivated behavior in the Nucleus Accumbens (NAc), a central hub in the reward system. We mapped behavior-related astrocytic ensemble activity to the ventral-posterior region of the NAc. Furthermore, we demonstrate that manipulation of this functionally specified astrocytic ensemble is essential to recall the direction of reward behavior. Overall, these findings uncover the fine-tuning role of astrocytic ensembles in shaping salient behavior.
DOI: 10.6084/m9.figshare.24278893.v1
title: Catching Astrocytes Ensembles: Astrocytic Ensembles Control Cue-motivated Behavior

description: Astrocytes, dynamic cells that play a crucial role in brain function, have traditionally been overshadowed by the emphasis on neuronal activity in regulating behavior. This is in part due to the lack of tools to experimentally map and manipulate specific subsets of astrocytes based on their functional activity, which hampers our understanding of how astrocyte networks contribute to the organization of behavior. Here, using a tool that can translate astrocytic activity-mediated calcium signals into gene expression in a light-dependent manner, we have identified an active astrocytic ensemble associated with cue-motivated behavior in the Nucleus Accumbens (NAc), a central hub in the reward system. We mapped behavior-related astrocytic ensemble activity to the ventral-posterior region of the NAc. Furthermore, we demonstrate that manipulation of this functionally specified astrocytic ensemble is essential to recall the direction of reward behavior. Overall, these findings uncover the fine-tuning role of astrocytic ensembles in shaping salient behavior.
DOI: 10.6084/m9.figshare.27761967
title: Constraining the equation of state in neutron-star cores via the long-ringdown signal

description: Source data and figures in the main manuscript and supplemental information include waveforms, equations of state as well as energy vs. angular momentum relations.
DOI: 10.6084/m9.figshare.27761967.v1
title: Constraining the equation of state in neutron-star cores via the long-ringdown signal

description: Source data and figures in the main manuscript and supplemental information include waveforms, equations of state as well as energy vs. angular momentum relations.
DOI: 10.6084/m9.figshare.27198765
title: The Transcriptomic Footprint of Mytella strigata: A De Novo Transcriptome Assembly of a Major Invasive Species

description: Mytella strigata, a potentially invasive species native to South America, is rapidly spreading across various aquatic ecosystems around the globe, posing a threat to native mussels. This study presents the first comprehensive de novo transcriptome assembly of M. strigata. We generated 254 million reads which were processed and assembled using the Trinity assembler, resulting in an N50 of 1,578 bp and over 93-98% completeness, as confirmed by BUSCO analysis with multiple orthodatasets. A number of databases were used for functional annotation, including UniProt, KEGG, Reactome, InterPro, and eggNOG. Gene Ontology and pathway analyses identified transcripts associated with key biological processes, including those associated with cell signalling, metabolism, stress responses, cancer pathways, and immune regulation. This dataset enriches the bivalve database by advancing the understanding of the adaptive success and evolutionary resilience of this invasive species. The present study provides a fundamental framework for future research on the ecological and evolutionary impacts of this invasive species.
DOI: 10.6084/m9.figshare.27198765.v1
title: The Transcriptomic Footprint of Mytella strigata: A De Novo Transcriptome Assembly of a Major Invasive Species

description: Mytella strigata, a potentially invasive species native to South America, is rapidly spreading across various aquatic ecosystems around the globe, posing a threat to native mussels. This study presents the first comprehensive de novo transcriptome assembly of M. strigata. We generated 254 million reads which were processed and assembled using the Trinity assembler, resulting in an N50 of 1,578 bp and over 93-98% completeness, as confirmed by BUSCO analysis with multiple orthodatasets. A number of databases were used for functional annotation, including UniProt, KEGG, Reactome, InterPro, and eggNOG. Gene Ontology and pathway analyses identified transcripts associated with key biological processes, including those associated with cell signalling, metabolism, stress responses, cancer pathways, and immune regulation. This dataset enriches the bivalve database by advancing the understanding of the adaptive success and evolutionary resilience of this invasive species. The present study provides a fundamental framework for future research on the ecological and evolutionary impacts of this invasive species.
DOI: 10.6084/m9.figshare.26962630.v1
title: Representative Metagenomes of Mesophilic Biogas Reactor Across South Korea

description: The MAGs sequences and their functional annotations files of the 5 mesophilic biogas plant metagenomes across South Korea.
DOI: 10.6084/m9.figshare.26962630
title: Representative Metagenomes of Mesophilic Biogas Reactor Across South Korea

description: The MAGs sequences and their functional annotations files of the 5 mesophilic biogas plant metagenomes across South Korea.
DOI: 10.6084/m9.figshare.28035638
title: A barley pan-transcriptome reveals layers of genotype-dependent transcriptional complexity

description: 1. Barley PanTs Supplementary Data1-8_10-14.xlsx

Ten Datasets referred to in the main text (Supplementary Data 1-10), presented in tabular format as separate sheets in a joint Excel formatted file. 

Supplementary Data 1: Basic statistics of the RTDs

Supplementary Data 2: Ordering of genotypes incorporated into the linear pan-genome.

Supplementary Data 3: Gene categories of GsRTD

Supplementary Data 4: Alternative splicing events for highly expressed transcripts from core-single-copy genes (average TPM &gt; 10)

Supplementary Data 5: Gene copy number variation cluster significantly correlated with the gene expression.

Supplementary Data 6: C-repeat/DRE-Binding Factor (CBF) genes identifier in GsRTD and their location in the genome

Supplementary Data 7: Genotypes with the 141Mb 7H inversion and non-inversion

Supplementary Data 8: Differentially expressed genes in the 7H inversion.

Supplementary Data 10: Detailed example of a split pattern in Golden Promise

Supplementary Data 11: Barley cv. Morex Expression Atlas Metadata

Supplementary Data 12: GA-Pathway gene expression in PanTs experiment

Supplementary Data 13: Yield and agro data for Ga2ox3-7

Supplementary Data 14: Statistics GA2ox and 7

2. Supplementary Data9.csv A csv file containing genotype-specific co-expression network results (modules and community assignments) with annotation and MorexV3 gene IDs.

3. Supplementary Data15.txt This tab delimited text file is too large for inclusion in the main Supplementary Data file and contains the details of how genes/transcripts from the genotype specific RTDs map onto genes in PanBaRT20.
DOI: 10.6084/m9.figshare.28035638.v1
title: A barley pan-transcriptome reveals layers of genotype-dependent transcriptional complexity

description: 1. Barley PanTs Supplementary Data1-8_10-14.xlsx

Ten Datasets referred to in the main text (Supplementary Data 1-10), presented in tabular format as separate sheets in a joint Excel formatted file. 

Supplementary Data 1: Basic statistics of the RTDs

Supplementary Data 2: Ordering of genotypes incorporated into the linear pan-genome.

Supplementary Data 3: Gene categories of GsRTD

Supplementary Data 4: Alternative splicing events for highly expressed transcripts from core-single-copy genes (average TPM &gt; 10)

Supplementary Data 5: Gene copy number variation cluster significantly correlated with the gene expression.

Supplementary Data 6: C-repeat/DRE-Binding Factor (CBF) genes identifier in GsRTD and their location in the genome

Supplementary Data 7: Genotypes with the 141Mb 7H inversion and non-inversion

Supplementary Data 8: Differentially expressed genes in the 7H inversion.

Supplementary Data 10: Detailed example of a split pattern in Golden Promise

Supplementary Data 11: Barley cv. Morex Expression Atlas Metadata

Supplementary Data 12: GA-Pathway gene expression in PanTs experiment

Supplementary Data 13: Yield and agro data for Ga2ox3-7

Supplementary Data 14: Statistics GA2ox and 7

2. Supplementary Data9.csv A csv file containing genotype-specific co-expression network results (modules and community assignments) with annotation and MorexV3 gene IDs.

3. Supplementary Data15.txt This tab delimited text file is too large for inclusion in the main Supplementary Data file and contains the details of how genes/transcripts from the genotype specific RTDs map onto genes in PanBaRT20.
DOI: 10.6084/m9.figshare.28244003
title: Optical detection of bond-dependent and frustrated spin in the two-dimensional cobalt-based honeycomb antiferromagnet Cu3Co2SbO6

description: The experimental data are provided in an Excel file, with the sheets ordered by the ascending figure number. The axis description for the graphs in each figure are listed in the "Label" sheet.
DOI: 10.6084/m9.figshare.28244003.v1
title: Optical detection of bond-dependent and frustrated spin in the two-dimensional cobalt-based honeycomb antiferromagnet Cu3Co2SbO6

description: The experimental data are provided in an Excel file, with the sheets ordered by the ascending figure number. The axis description for the graphs in each figure are listed in the "Label" sheet.
DOI: 10.6084/m9.figshare.27135411
title: A Self-Powered, Soft, and Multifunctional Triboelectric-Electrohydrodynamic Pump

description: Soft pumps have the potential to transform industries including soft robotics, wearable devices, microfluidics and biomedical devices, but their efficiency and power supply limitations hinder prolonged operation. Here, we report a novel self-powered triboelectric-electrohydrodynamic (TEHD) pump, which combines a soft electrohydrodynamic pump driven by an electrostatic generator, specifically a triboelectric nanogenerator. The triboelectric nanogenerator collects ambient energy and converts it into high-voltage power source, allowing it to self-power an electrohydrodynamic pump and thus eliminating the need for external power supply. Using power management circuit, geometric shape optimization, and stacking methods, we achieved a maximum pressure of 4.49 kPa and a maximum flow rate of 502 mL/min. We demonstrate the pump’s versatility in applications such as self-powered soft actuators, oil pumping in microfluidics, and oil purification. The TEHD pump holds promising applications, and offers new insights for the development of fully self-powered systems.
DOI: 10.6084/m9.figshare.27135411.v1
title: A Self-Powered, Soft, and Multifunctional Triboelectric-Electrohydrodynamic Pump

description: Soft pumps have the potential to transform industries including soft robotics, wearable devices, microfluidics and biomedical devices, but their efficiency and power supply limitations hinder prolonged operation. Here, we report a novel self-powered triboelectric-electrohydrodynamic (TEHD) pump, which combines a soft electrohydrodynamic pump driven by an electrostatic generator, specifically a triboelectric nanogenerator. The triboelectric nanogenerator collects ambient energy and converts it into high-voltage power source, allowing it to self-power an electrohydrodynamic pump and thus eliminating the need for external power supply. Using power management circuit, geometric shape optimization, and stacking methods, we achieved a maximum pressure of 4.49 kPa and a maximum flow rate of 502 mL/min. We demonstrate the pump’s versatility in applications such as self-powered soft actuators, oil pumping in microfluidics, and oil purification. The TEHD pump holds promising applications, and offers new insights for the development of fully self-powered systems.
DOI: 10.6084/m9.figshare.25801234
title: The post-processed data presented in the paper of "Extensive off-fault damage around the 2023 Kahramanmaraş (Türkiye) earthquake surface ruptures"

description: This dataset include the post-processed data presented in the paper of "Extensive off-fault damage around the 2023 Kahramanmaraş (Türkiye) earthquake surface ruptures".
DOI: 10.6084/m9.figshare.27011998
title: WF-PPG: A Wrist-finger Dual-Channel Dataset for Studying the Impact of Contact Pressure on PPG Morphology

description: Welcome to the WF-PPG dataset repository! This dataset, "WF-PPG: A Wrist-Finger Dual-channel Dataset," is designed to study the impact of wrist postures on Photoplethysmography (PPG) morphology. It is intended to facilitate research into how varying contact pressures between PPG sensors and the skin affect the quality of the PPG signals, particularly for wearable health monitoring applications.
DOI: 10.6084/m9.figshare.28341953
title: Follow up of pregnant women with previous cesarean delivery in Rwanda_dataset_csv.csv

description: This study evaluated the contribution of the active follow up intervention on reducing emergency cesarean deliveries (CDs) among pregnant women with prior CDs in Rwanda.
DOI: 10.15468/dl.dfyes8
title: Occurrence Download

description: A dataset containing 144 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fenerivia capuronii (Cavaco & Keraudren) R.M.K.Saunders"
 ]
}

 The dataset includes 144 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011108-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4mhwk7
title: Occurrence Download

description: A dataset containing 468 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Material sample)",
 "TaxonKey is Trichosanthes pilosa Lour."
 ]
}

 The dataset includes 468 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011109-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14799986
title: DED Bead Geometry and Profile Prediction with Multimodal Spatio-temporal Neural Networks

description: This dataset is pre-processed and in binary format . Please contact the author for raw data like melt pool images in png format, or processing data in csv format.
DOI: 10.5281/zenodo.14800123
title: Global Live Music Market 2025 To 2034

description: Live Music Market Size, Trends and Insights By Revenue Source (Tickets, Sponsorship, Others), By Genre (Rock, Pop, EDM, Others), By Type (Music Festivals, Music Concerts, Music Shows, Others), By Age Group (Below 20 Years, 21 to 40 Years, Above 40 Years), By Gender (Male, Female), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025–2034.

Reports Description

Global Live Music Market grew from USD 34.84 Billion in 2024 to USD 38.58 Billion in 2025. It is expected to grow at a CAGR of 8.78%, reaching USD 62.59 Billion by 2034 during the forecast period 2025- 2034.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=61957
DOI: 10.5281/zenodo.14800124
title: Global Live Music Market 2025 To 2034

description: Live Music Market Size, Trends and Insights By Revenue Source (Tickets, Sponsorship, Others), By Genre (Rock, Pop, EDM, Others), By Type (Music Festivals, Music Concerts, Music Shows, Others), By Age Group (Below 20 Years, 21 to 40 Years, Above 40 Years), By Gender (Male, Female), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025–2034.

Reports Description

Global Live Music Market grew from USD 34.84 Billion in 2024 to USD 38.58 Billion in 2025. It is expected to grow at a CAGR of 8.78%, reaching USD 62.59 Billion by 2034 during the forecast period 2025- 2034.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=61957
DOI: 10.5281/zenodo.14513705
title: Data for a publication "Ti and TiAlV foils enhanced with PLD and flash-deposited carbon: On cytocompatibility and antibacterial activity"

description: Dataset for a publication "Ti and TiAlV foils enhanced with PLD and flash-deposited carbon: On cytocompatibility and antibacterial activity".

 

For further details, please read the README.txt file.

 

Versions: Current data version is the only one version available.
DOI: 10.5281/zenodo.14513706
title: Data for a publication "Ti and TiAlV foils enhanced with PLD and flash-deposited carbon: On cytocompatibility and antibacterial activity"

description: Dataset for a publication "Ti and TiAlV foils enhanced with PLD and flash-deposited carbon: On cytocompatibility and antibacterial activity".

 

For further details, please read the README.txt file.

 

Versions: Current data version is the only one version available.
DOI: 10.6084/m9.figshare.28341992
title: Process Mining in CeLOE

description: Student activities in Learning Management System
DOI: 10.6084/m9.figshare.28341992.v1
title: Process Mining in CeLOE

description: Student activities in Learning Management System
DOI: 10.2908/rail_if_traff
title: Length of railway lines equipped with the railway traffic management system (ERTMS) by type of signalling
title: Longueur des lignes de chemin de fer équipées du système de gestion du trafic ferroviaire (ERTMS) par type de signalisation
title: Länge der mit dem Railway Traffic Management System (ERTMS) ausgestatten Eisenbahnstrecken, nach Art der Signalisierung
DOI: 10.15468/dl.arg2kh
title: Occurrence Download

description: A dataset containing 25774 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Botanical Collections of the Åbo Akademi (TUR-A)",
 "Country is Sweden"
 ]
}

 The dataset includes 25774 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011113-250127130748423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.