cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15697087
title: Breath Patterns as Signals: A Machine Learning-based Molecular Communication Perspective

description: Exhaled breath, rich in water vapor, is a suitable medium for air-based molecular communication. This work proposes a low-cost, non-invasive framework using a DHT22 sensor to classify Eupnea, Bradypnea, and Tachypnea. Humidity and temperature signals from the mouth and nose are processed using machine learning (ML), with SHAP-based feature selection and a stacked ensemble model (XGBoost, CatBoost, Random Forest). 
description: We publish our sensor data and the Python code here on Zenodo under the CC BY and MIT licenses, respectively.
description: If you have any questions or suggestions for improvements, feel free to contact us.



Sunasheer Bhattacharjee



bhattacharjee@ccs-labs.org



Saswati Pal



pal@ccs-labs.org
DOI: 10.15468/dl.chnvkp
title: Occurrence Download

description: A dataset containing 731 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "OccurrenceStatus is Present",
 "TaxonKey is Liolaemus nitidus (Wiegmann, 1834)"
 ]
}

 The dataset includes 731 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057128-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bsz7u6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Closterium abruptum West",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.5395 -23.2724,25.1306 -24.0715,25.5395 -24.0715,25.5395 -23.2724))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057130-250525065834625/datasets/export for details.
DOI: 10.15468/dl.z7n28x
title: Occurrence Download

description: A dataset containing 101 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acapoeta tanganicae (Boulenger, 1900)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((37.1382 2.0599,28.1382 2.0599,28.1382 -6.9401,37.1382 -6.9401,37.1382 2.0599))"
 ]
}

 The dataset includes 101 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057129-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k9ut47
title: Occurrence Download

description: A dataset containing 62 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "TaxonKey is Adenia fruticosa subsp. fruticosa"
 ]
}

 The dataset includes 62 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057131-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/12218613
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5258/soton/d3555
title: Dataset in support of the Southampton doctoral thesis 'Resolvent-based models for nonlinear solutions of wall-bounded flows and statistical estimation of chaotic systems'

description: This data set is available upon request due to its large size. Please complete the request form available at: https://library.soton.ac.uk/datarequest.

There are three main components to this dataset:
 1. DNS flow data for Rotating-Plane Couette Flow (RPCF) stored in binary files that can be directly read (see: https://github.com/The-ReSolver/rpcf for details on how the data is stored);
 2. Chaotic simulation and optimisation data for the Lorenz system, stored in a HDF5 file format;
 3. Optimisation data for equilibrium and periodic solutions for RPCF displayed in the thesis, stored in a JLD2 file format (see: https://github.com/JuliaIO/JLD2.jl).

A README file is available that describes the content of the data in more detail.
DOI: 10.5281/zenodo.15692675
title: palinurus_elephas_decontaminated_FSCR.fasta.gz
DOI: 10.5281/zenodo.15692674
title: palinurus_elephas_decontaminated_FSCR.fasta.gz
DOI: 10.15468/dl.3kky5m
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "Geometry POLYGON((-93.69666 -8.58488,-58.30334 -8.58488,-58.30334 5.58488,-93.69666 5.58488,-93.69666 -8.58488))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Osteocephalus vilmae Ron, Venegas, Toral, Read, Ortiz & Manzano, 2012"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057133-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fwccus
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acapoeta tanganicae (Boulenger, 1900)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((37.1382 11.0599,28.1382 11.0599,28.1382 2.0599,37.1382 2.0599,37.1382 11.0599))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057136-250525065834625/datasets/export for details.
DOI: 10.15468/dl.tp5nfa
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Closterium abruptum West",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.2855 -34.7533,20.509 -34.5676,20.509 -32.9007,17.7723 -32.9007,17.8156 -33.0786,18.3471 -33.7176,18.3748 -33.8287,18.2181 -34.0492,18.3197 -34.3408,18.4452 -34.429,18.5435 -34.4213,18.5872 -34.3667,18.5363 -34.167,18.7345 -34.1508,18.7216 -34.3637,18.7808 -34.4521,19.0289 -34.4206,19.0831 -34.4835,19.2655 -34.5017,19.2032 -34.6157,19.2394 -34.6926,19.375 -34.6963,19.6091 -34.8524,19.8251 -34.8396,19.9798 -34.9064,20.1081 -34.8731,20.1517 -34.7847,20.2855 -34.7533))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057137-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15699014
title: Millennials Voluntary Tax Compliance Behavior: TPB Framework

description: This study examines the behavioral determinants of voluntary tax compliance behavior among Indonesian millennials using the Theory of Planned Behavior (TPB). Given their large tax base yet low compliance, the research explores the roles of tax morale, social media, peer influence, trust, tax simplicity, and tax knowledge in shaping compliance intention. Survey data from 438 millennial taxpayers across Indonesia were analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM). Results show that all six factors significantly influence intention, which strongly affects voluntary compliance. Social media and peer influence are key predictors, reflecting changing dynamics in the digital era. The study extends the TPB model in a tax context and offers practical insights for tax authorities to enhance millennial engagement through targeted communication, simplified procedures, and trust-building strategies.

Keywords: tax compliance, millennials, social media, Theory of Planned Behavior, Indonesia, behavioral intention, PLS-SEM
DOI: 10.5281/zenodo.15699015
title: Millennials Voluntary Tax Compliance Behavior: TPB Framework

description: This study examines the behavioral determinants of voluntary tax compliance behavior among Indonesian millennials using the Theory of Planned Behavior (TPB). Given their large tax base yet low compliance, the research explores the roles of tax morale, social media, peer influence, trust, tax simplicity, and tax knowledge in shaping compliance intention. Survey data from 438 millennial taxpayers across Indonesia were analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM). Results show that all six factors significantly influence intention, which strongly affects voluntary compliance. Social media and peer influence are key predictors, reflecting changing dynamics in the digital era. The study extends the TPB model in a tax context and offers practical insights for tax authorities to enhance millennial engagement through targeted communication, simplified procedures, and trust-building strategies.

Keywords: tax compliance, millennials, social media, Theory of Planned Behavior, Indonesia, behavioral intention, PLS-SEM
DOI: 10.15468/dl.rgjbtu
title: Occurrence Download

description: A dataset containing 12001 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Chilean flower visitors"
 ]
}

 The dataset includes 12001 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057134-250525065834625/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.29366018
title: FMC_data

description: Data used in the paper 'Unprecedented UK heatwave harmonised drivers of fuel moisture creating extreme temperate wildfire risk'
DOI: 10.6084/m9.figshare.29366018.v1
title: FMC_data

description: Data used in the paper 'Unprecedented UK heatwave harmonised drivers of fuel moisture creating extreme temperate wildfire risk'
DOI: 10.15468/dl.2r3htn
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "Geometry POLYGON((-96.69666 -10.58488,-61.30334 -10.58488,-61.30334 3.58488,-96.69666 3.58488,-96.69666 -10.58488))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Phyllomedusa ecuatoriana Cannatella, 1982"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057135-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15697631
title: Parallel-stranded PNA invasion
DOI: 10.5281/zenodo.15697632
title: Parallel-stranded PNA invasion
DOI: 10.15468/dl.fc59dm
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "Geometry POLYGON((-102.02568 -19.52082,-41.97432 -19.52082,-41.97432 4.52082,-102.02568 4.52082,-102.02568 -19.52082))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (b554c320-0560-11d8-b851-b8a03c50a862, 493fe050-055d-11d8-b84f-b8a03c50a862, 6ea87510-0561-11d8-b851-b8a03c50a862, 3c6ad080-bdbe-11da-ac59-b8a03c50a862, b4640710-8e03-11d8-b956-b8a03c50a862)",
 "TaxonKey is Phyllomedusa palliata Peters, 1873"
 ]
}

 The dataset includes 90 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057138-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34810/data422
title: RBP2

description: Genome-wide analysis of the H3K4 histone demethylase RBP2 reveals a transcriptional program controlling differentiation.
description: 1 WAR (Web application ARchive) file and 1 SQL (Structured Query Language) file.
DOI: 10.25345/c5g737h01
title: MassIVE MSV000098265 - Cell-Type Resolved Protein Atlas of Brain Lysosomes Identifies SLC45A1-Associated Disease as a Lysosomal Disorder
title: LysoIP experiment using Fcrls-2A-Cre (Microglia) mouse line to characterize the lysosomal content, in addition to MSV000096018 deposit.
DOI: 10.15468/dl.nghkf5
title: Occurrence Download

description: A dataset containing 3474402 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Geometry POLYGON((-180 45,180 45,180 90,-180 90,-180 45))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "MediaType is Image",
 "OccurrenceStatus is Present",
 "StartDayOfYear 2-366",
 "TaxonKey is one of (Liliopsida, Magnoliopsida)",
 "Year 1000-2025"
 ]
}

 The dataset includes 3474402 records from 315 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057089-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.arpvez
title: Occurrence Download

description: A dataset containing 2507 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lippia graveolens Kunth"
 ]
}

 The dataset includes 2507 records from 111 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081365-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ufdjbr
title: Occurrence Download

description: A dataset containing 143 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Unknown evidence"
 ]
 },
 "TaxonKey is Teutamus Thorell, 1890"
 ]
}

 The dataset includes 143 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023954-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.11578/2331261
title: RGB and hyperspectral phenomics dataset for in vitro transformation and regeneration of Populus trichocarpa
DOI: 10.15468/dl.pbxxbs
title: Occurrence Download

description: A dataset containing 99 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Caryocar brasiliense subsp. intermedium (Wittm.) Prance & M.F.Silva, Caryocar intermedium Wittm.)"
 ]
}

 The dataset includes 99 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017523-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zmpps9
title: Occurrence Download

description: A dataset containing 42078 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Spatially explicit database of tree related microhabitats (TreMs)"
 ]
}

 The dataset includes 42078 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0275494-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vktjpw
title: Occurrence Download

description: A dataset containing 195 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mitu mitu (Linnaeus, 1766)"
 ]
}

 The dataset includes 195 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023961-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uyyz9d
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Asperula popovii Schischk."
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017502-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zxzdiq
title: Occurrence Download

description: A dataset containing 2798 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hemigrapsus sanguineus (De Haan, 1835)"
 ]
}

 The dataset includes 2798 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023960-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hxhwtz
title: Occurrence Download

description: A dataset containing 99 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Kiribati",
 "Geometry POLYGON((-165.75863 4.07318,-163.57681 -1.8519,-153.92 -2.8,-153.2016 4.32656,-157.28371 7.75488,-162.22137 12.51,-172.3 12.51,-171.23291 7.96404,-165.75863 4.07318))",
 "HasCoordinate is true",
 "TaxonKey is Scleractinia",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 99 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062739-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yqe6y7
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Artemisia tafelii Mattf."
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017520-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3xyd99
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Croton viridulus (Croizat) Radcl.-Sm. & Govaerts"
 ]
}

 The dataset includes 6 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0154086-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qkqxpa
title: Occurrence Download

description: A dataset containing 969 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amphibalanus amphitrite (Darwin, 1854)"
 ]
}

 The dataset includes 969 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005922-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8zd5k6
title: Occurrence Download

description: A dataset containing 334 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Silene campanula Pers.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 334 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081355-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jo4oht
title: Occurrence Download

description: A dataset containing 4988842 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is Argentina"
 ]
}

 The dataset includes 4988842 records from 1493 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023962-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/wgs9wstv8g.1
title: Infrastructure Investment and Economic Growth of Bangladesh

description: All of the data are collected from World Development Indicators. Data retrieved in 2024 .
DOI: 10.17632/9fb9b4fngf.1
title: Advanced Segmentation of X-Ray Coronary Angiography: Leveraging DA-TransUNet for Enhanced Vessel Visualization

description: We used Automatic Region-based coronary artery disease diagnostics using X-Ray angiography imagEs (ARCADE) dataset, publicly available . In this work we applied ARCADE dataset that includes 3,000 XCA images were equally divided for artery classification and stenosis detection, with 1,500 images allocated to each category. The ARCADE dataset was used to diagnose CAD, emphasizing coronary channel tree segmentation with the SYNTAX Score and stenosis detection. For both tasks 1,000 images allocated for training, 200 allotted for validation, and 300 reserved for test.
DOI: 10.17632/8h6stkb3zx.1
title: Shiva Kumar

description: Figures
DOI: 10.17632/8h6stkb3zx.2
title: Shiva Kumar

description: Figures
DOI: 10.15468/dl.eu8kzz
title: Occurrence Download

description: A dataset containing 1360 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Scutellastra granularis (Linnaeus, 1758)"
 ]
}

 The dataset includes 1360 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000632-250123221155621/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.28269872.v1
title: Supplemental_Excel_File_Proteomic_data.xlsx

description: Excel file containing proteomic analysis of the three groups of animals studied in our manuscript entitled: <b>Resistance to Atrial Fibrillation Domestication and Mitochondrial Dysfunction in Sheep</b>
DOI: 10.6084/m9.figshare.28269869
title: Obestatin induces depressive-like behavior in the forced swimming test in miceObestatin induces depressive-like behavior in the forced swimming test in miceObestatin

description: Obestatin is a preproghrelin gene-derived peptide isolated first from the rat stomach and identified as anorexigenic peptide ghrelin antagonist, reducing food intake and body weight gain. Since its discovery, multiple functions of this peptide have been revealed, including glucose metabolism, cardiac function, sleep, thirst, and neuronal survival among others. In the present study, we investigated the effect of the acute intracerebroventricular obestatin injection in the forced swimming test (FST), and on the Corticotropin-Releasing Hormone (CRH) and arginine vasopressin (AVP) gene expression in the amygdala and hypothalamus. Male, CFLP mice were used in the experiments and were treated with different doses of obestatin (0.5–1-1.5 μg/2 μl aCSF) and tested in the FST. Other groups of animals received pretreatment with the ghrelin receptor antagonist [D-Lys3]-growth hormone releasing peptide-6 ([D-Lys3] GHRP-6 or the CRH type 1 receptor antagonist antalarmin. According to our results, obestatin, in a dose of 1 µg increased the immobility time in the FST and decreased the swimming time indicating a depression-like behavior. Pretreatment with antalarmin or with the ghrelin receptor antagonist reversed the depression-like effects, by decreasing immobility time and increasing swimming time. Gene expression of <i>Avp</i> and <i>Crh</i> were upregulated after central obestatin administration in the amygdala. The presented results showing the depression-like behavior of obestatin, correlate with our previous studies indicating the anxiogenic-like effect of this peptide. The depressive-like effects might be mediated through multiple mechanisms, involving HPA axis activation, ghrelin signaling and AVP release, all of which merit further thorough investigations.