cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/2bw34ght8b
title: UL-ECE-DDoS-H-IoT-Datasets2025

description: This dataset includes two labeled CSV files generated to evaluate Distributed Denial-of-Service (DDoS) detection and mitigation techniques in healthcare-IoT (H-IoT) environments. The datasets are generated from simulations of network traffic involving H-IoT devices, such as body temperature, oxygen saturation, and heart rate sensors, using the MQTT and UDP protocols via the Cooja and ns-3 simulators.

The research article "TCN-Based DDoS Detection and Mitigation in 5G Healthcare-IoT: A Frequency Monitoring and Dynamic Threshold Approach" utilizes these datasets, published in IEEE Access (DOI: 10.1109/ACCESS.2025.3531659).

Each file contains tabular features representing H-IoT node behavior and an outcome column indicating whether the sample is normal (0) or an attack (1).

Preprocessing scripts and raw data are available at: https://github.com/mirzaakhi/UL-ECE-DDoS-H-IoT-Datasets2025
DOI: 10.15468/dl.nggegy
title: Occurrence Download

description: A dataset containing 77 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Bradypterus grandis Ogilvie-Grant, 1917",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 77 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054354-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/2bw34ght8b.2
title: UL-ECE-DDoS-H-IoT-Datasets2025

description: This dataset includes two labeled CSV files generated to evaluate Distributed Denial-of-Service (DDoS) detection and mitigation techniques in healthcare-IoT (H-IoT) environments. The datasets are generated from simulations of network traffic involving H-IoT devices, such as body temperature, oxygen saturation, and heart rate sensors, using the MQTT and UDP protocols via the Cooja and ns-3 simulators.

The research article "TCN-Based DDoS Detection and Mitigation in 5G Healthcare-IoT: A Frequency Monitoring and Dynamic Threshold Approach" utilizes these datasets, published in IEEE Access (DOI: 10.1109/ACCESS.2025.3531659).

Each file contains tabular features representing H-IoT node behavior and an outcome column indicating whether the sample is normal (0) or an attack (1).

Preprocessing scripts and raw data are available at: https://github.com/mirzaakhi/UL-ECE-DDoS-H-IoT-Datasets2025
DOI: 10.15468/dl.fmrech
title: Occurrence Download

description: A dataset containing 983 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Culex pipiens Linnaeus, 1758",
 "Country is Germany",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1990"
 ]
}

 The dataset includes 983 records from 109 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054355-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kaykeb
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "Month is one of (January, February, April, May)",
 "TaxonKey is Aspergillus niger Tiegh.",
 "Year 2025-2025"
 ]
}

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054356-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15691040
title: Seismic datasets for "Time-lapse seismic tomography using induced seismicity in the Changning shale gas field, southern Sichuan Basin, China"

description: station.dat : the station coordinates of the local seismic network (including the station ID, longitude, latitude, depth(positive))

catalog.dat : the seismic phase catalog used in double-difference (DD) seismic tomography

relocation by tomoDDMC.txt : the earthquake relocations obtained by tomoDDMC

relocation by tomoTDDMC.txt : the earthquake relocations obtained by tomoTDDMC
DOI: 10.5281/zenodo.15691041
title: Seismic datasets for "Time-lapse seismic tomography using induced seismicity in the Changning shale gas field, southern Sichuan Basin, China"

description: station.dat : the station coordinates of the local seismic network (including the station ID, longitude, latitude, depth(positive))

catalog.dat : the seismic phase catalog used in double-difference (DD) seismic tomography

relocation by tomoDDMC.txt : the earthquake relocations obtained by tomoDDMC

relocation by tomoTDDMC.txt : the earthquake relocations obtained by tomoTDDMC
DOI: 10.15468/dl.d7vhud
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Achnanthes linearioides Lange-Bertalot, 1994",
 "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 ((15.4784 -23.4046,15.4933 -24.0715,20.509 -24.0715,20.509 -24.0455,20.0952 -23.5072,19.9968 -23.017,19.7843 -22.5405,19.1988 -21.8785,18.5972 -21.5447,17.8859 -21.3993,17.1626 -21.4805,16.5332 -21.7596,16.1257 -22.0882,15.8234 -22.4662,15.606 -22.8993,15.4784 -23.4046))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054358-250525065834625/datasets/export for details.
DOI: 10.15468/dl.v65tbe
title: Occurrence Download

description: A dataset containing 22764 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bombus terricola Kirby, 1837",
 "Year 1000-2025"
 ]
}

 The dataset includes 22764 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054357-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/vdkkgb4h8t
title: EXERCISE MODALITY AND METABOLIC STATUS DRIVE DISTINCT LIPIDOMIC RESPONSES AFTER ACUTE AEROBIC, RESISTANCE AND COMBINED TRAINING

description: Lipid metabolism is significantly altered in obesity and type 2 diabetes (T2D) and is modulated by exercise modality, intensity, and duration. While high-intensity aerobic training (AT) and resistance training (RT) have been shown to modify metabolic profiles, the acute lipidomic response to moderate-intensity exercise, particularly in individuals with metabolic disorders, remains unclear. This study used high-resolution direct-infusion mass spectrometry (DIMS) lipidomics to investigate the acute lipidomic responses to AT, RT, and combined training (CT) in individuals with normal weight (NW), obesity (OB), and T2D. A randomised crossover design was employed, with 57 individuals (18 NW, 22 OB, 17 T2D) undergoing three supervised training sessions (AT, RT, CT). Blood samples were collected pre-, post-, 30 min and 60 min post-exercise and lipidomic profiles were assessed using untargeted direct infusion–high-resolution mass spectrometry (DI-HRMS). NW individuals showed the most dynamic responses, particularly in glycerophospholipids (GP) and sphingolipids (SP), reflecting greater insulin sensitivity. OB and T2D groups showed delayed lipid recovery, with prolonged elevated levels of triacylglycerols (TAGs), diacylglycerols (DAGs), and ceramides (Cers), indicative of insulin resistance (IR), and metabolic inflexibility. RT and CT were more effective than AT in reducing pro-inflammatory lipids, such as DAG, ganglioside GM3 and Cer. Hierarchical clustering analysis (HCA) further revealed distinct lipid regulation patterns and lipid class-specific cluster enrichment, modulated by both exercise and metabolic phenotype. These findings highlight importance of personalised exercise prescriptions, particularly those incorporating resistance components, have the potential to optimise metabolic responses and enhance lipid metabolism in individuals with IR.
DOI: 10.17632/vdkkgb4h8t.1
title: EXERCISE MODALITY AND METABOLIC STATUS DRIVE DISTINCT LIPIDOMIC RESPONSES AFTER ACUTE AEROBIC, RESISTANCE AND COMBINED TRAINING

description: Lipid metabolism is significantly altered in obesity and type 2 diabetes (T2D) and is modulated by exercise modality, intensity, and duration. While high-intensity aerobic training (AT) and resistance training (RT) have been shown to modify metabolic profiles, the acute lipidomic response to moderate-intensity exercise, particularly in individuals with metabolic disorders, remains unclear. This study used high-resolution direct-infusion mass spectrometry (DIMS) lipidomics to investigate the acute lipidomic responses to AT, RT, and combined training (CT) in individuals with normal weight (NW), obesity (OB), and T2D. A randomised crossover design was employed, with 57 individuals (18 NW, 22 OB, 17 T2D) undergoing three supervised training sessions (AT, RT, CT). Blood samples were collected pre-, post-, 30 min and 60 min post-exercise and lipidomic profiles were assessed using untargeted direct infusion–high-resolution mass spectrometry (DI-HRMS). NW individuals showed the most dynamic responses, particularly in glycerophospholipids (GP) and sphingolipids (SP), reflecting greater insulin sensitivity. OB and T2D groups showed delayed lipid recovery, with prolonged elevated levels of triacylglycerols (TAGs), diacylglycerols (DAGs), and ceramides (Cers), indicative of insulin resistance (IR), and metabolic inflexibility. RT and CT were more effective than AT in reducing pro-inflammatory lipids, such as DAG, ganglioside GM3 and Cer. Hierarchical clustering analysis (HCA) further revealed distinct lipid regulation patterns and lipid class-specific cluster enrichment, modulated by both exercise and metabolic phenotype. These findings highlight importance of personalised exercise prescriptions, particularly those incorporating resistance components, have the potential to optimise metabolic responses and enhance lipid metabolism in individuals with IR.
DOI: 10.17632/fk33dw68mr
title: Uncertainty in Destination Countries and Taiwan’s Exports of Electronic Integrated Circuits: Evidence from an Asymmetric Frequency-Domain Causality Approach

description: This study examines the relationship between Taiwan’s exports of integrated circuits to China, Hong Kong, Singapore, South Korea, and Japan and the economic policy uncertainty in these target countries. The Economic Policy Uncertainty (EPU) index developed by Baker et al. (2016) was used to measure economic policy uncertainty. Exports of electronic integrated circuits were examined based on the product group with the code HS 8542 in the International Customs Classification. The unit value index of Taiwanese exports of electronic integrated circuits was used to convert nominal export values into real values.
DOI: 10.17632/fk33dw68mr.1
title: Uncertainty in Destination Countries and Taiwan’s Exports of Electronic Integrated Circuits: Evidence from an Asymmetric Frequency-Domain Causality Approach

description: This study examines the relationship between Taiwan’s exports of integrated circuits to China, Hong Kong, Singapore, South Korea, and Japan and the economic policy uncertainty in these target countries. The Economic Policy Uncertainty (EPU) index developed by Baker et al. (2016) was used to measure economic policy uncertainty. Exports of electronic integrated circuits were examined based on the product group with the code HS 8542 in the International Customs Classification. The unit value index of Taiwanese exports of electronic integrated circuits was used to convert nominal export values into real values.
DOI: 10.17632/2jds5sv823
title: Raw data of NOP56 experiment

description: This is the dataset of all experimental raw data according to our NOP56 study.
DOI: 10.17632/2jds5sv823.1
title: Raw data of NOP56 experiment

description: This is the dataset of all experimental raw data according to our NOP56 study.
DOI: 10.15468/dl.yp3hfn
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "OccurrenceStatus is Present",
 "TaxonKey is Phymaturus alicahuense Nuñez, Veloso, Espejo, Veloso, Cortes & Araya, 2010"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054360-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n6ywca
title: Occurrence Download

description: A dataset containing 423 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aedes albopictus (Skuse, 1894)",
 "Country is Germany",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 1990"
 ]
}

 The dataset includes 423 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054361-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f6txhn
title: Occurrence Download

description: A dataset containing 1684 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Netherlands, Belgium)",
 "TaxonKey is Harpalus latus (Linnaeus, 1758)"
 ]
}

 The dataset includes 1684 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054359-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kvzjds
title: Occurrence Download

description: A dataset containing 709 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Material sample)"
 ]
 }
 },
 "TaxonKey is Bradypterus graueri Neumann, 1908",
 "Continent is one of (Africa)",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 709 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054362-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15691061
title: Rhizoclonium volgense sp. nov., a new species of Cladophoraceae (Ulvophyceae, Chlorophyta) from the Volga River

description: Sequence alignments (SSU, LSU and ITS rDNA) used for phylogenetic analyses.

Abstract: Unusual large masses of green filamentous algae were recently  discovered in the Volga River, European Russia. Macroscopically, the thick, curled , bright-green filaments were distinct from the commonly occurring Cladophora glomerata. Microscopic examination showed that the filaments were entirely unbranched, and composed of relatively large cells containing up to 170 nuclei, features characteristic of Chaetomorpha. However, molecular phylogenetic analyses based on nuclear rDNA sequences placed these algae within the genus Rhizoclonium, leading to the description as a new species, Rhizoclonium volgense sp. nov. Unlike many other Rhizoclonium species, R. volgense lacks lateral rhizoids, is completely unbranched, and becomes unattached in later growth stages. It was consistently found forming free-floating mats, although the presence of primary rhizoids in sporelings indicates an initially attached developmental phase. Molecular analyses indicates a close relationship with taxa from saline environments. Currently, the new species appears to be restricted to the regulated reservoirs of the upper Volga River, where fluctuating hydrological conditions may influence its distribution. Its absence from earlier studies suggests either historical oversight or a recent introduction.
DOI: 10.5281/zenodo.15691062
title: Rhizoclonium volgense sp. nov., a new species of Cladophoraceae (Ulvophyceae, Chlorophyta) from the Volga River

description: Sequence alignments (SSU, LSU and ITS rDNA) used for phylogenetic analyses.

Abstract: Unusual large masses of green filamentous algae were recently  discovered in the Volga River, European Russia. Macroscopically, the thick, curled , bright-green filaments were distinct from the commonly occurring Cladophora glomerata. Microscopic examination showed that the filaments were entirely unbranched, and composed of relatively large cells containing up to 170 nuclei, features characteristic of Chaetomorpha. However, molecular phylogenetic analyses based on nuclear rDNA sequences placed these algae within the genus Rhizoclonium, leading to the description as a new species, Rhizoclonium volgense sp. nov. Unlike many other Rhizoclonium species, R. volgense lacks lateral rhizoids, is completely unbranched, and becomes unattached in later growth stages. It was consistently found forming free-floating mats, although the presence of primary rhizoids in sporelings indicates an initially attached developmental phase. Molecular analyses indicates a close relationship with taxa from saline environments. Currently, the new species appears to be restricted to the regulated reservoirs of the upper Volga River, where fluctuating hydrological conditions may influence its distribution. Its absence from earlier studies suggests either historical oversight or a recent introduction.
DOI: 10.15468/dl.ktrkga
title: Occurrence Download

description: A dataset containing 269 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "TaxonKey is Solanum nigrum L.",
 "Year 2024-2025"
 ]
}

 The dataset includes 269 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054363-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.acd848
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Achnanthes linearioides Lange-Bertalot, 1994",
 "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 -28.5786,20.509 -28.5786,20.509 -32.9007,25.5395 -32.9007,25.5395 -28.5786))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054364-250525065834625/datasets/export for details.
DOI: 10.48597/pkef-6huc
title: Nitrogen oxides at Hohenpeissenberg

description: Measurement of Nitrogen oxides at Hohenpeissenberg
DOI: 10.48597/dx87-45sv
title: Measurement of Nitrogen oxides at Hohenpeissenberg

description: Measurement of Nitrogen oxides at Hohenpeissenberg
DOI: 10.48597/pykn-eres
title: Measurement of Nitrogen oxides at Hohenpeissenberg

description: Measurement of Nitrogen oxides at Hohenpeissenberg
DOI: 10.48597/rny5-be4b
title: Measurement of Nitrogen oxides at Hohenpeissenberg

description: Measurement of Nitrogen oxides at Hohenpeissenberg
DOI: 10.17632/d48z5kgm94
title: The role of laughter therapy in adults: Life satisfaction and anxiety control. A systematic review with meta-analysis

description: This study proposes the hypothesis that laughter therapy has a positive impact on emotional well-being by reducing anxiety levels and improving life satisfaction in adults. Specifically, it examines various laughter therapy techniques, including laughter yoga, and their effects both globally and within groups.

In these files, you will find the .xlsx tables containing the data extracted from the studies—one for Anxiety and another for Life Satisfaction—the Cochrane ROB2 used to assess the risk of bias, and the analytical scripts from the Comprehensive Meta-Analysis Software (CMA) that were used to obtain the results. The use of the latter is under licence.
DOI: 10.17632/d48z5kgm94.2
title: The role of laughter therapy in adults: Life satisfaction and anxiety control. A systematic review with meta-analysis

description: This study proposes the hypothesis that laughter therapy has a positive impact on emotional well-being by reducing anxiety levels and improving life satisfaction in adults. Specifically, it examines various laughter therapy techniques, including laughter yoga, and their effects both globally and within groups.

In these files, you will find the .xlsx tables containing the data extracted from the studies—one for Anxiety and another for Life Satisfaction—the Cochrane ROB2 used to assess the risk of bias, and the analytical scripts from the Comprehensive Meta-Analysis Software (CMA) that were used to obtain the results. The use of the latter is under licence.
DOI: 10.15468/dl.3a2ej5
title: Occurrence Download

description: A dataset containing 79276 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Castor canadensis Kuhl, 1820"
 ]
}

 The dataset includes 79276 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054350-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hdm5ja
title: Occurrence Download

description: A dataset containing 6192 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Fungal Records Database of Britain and Ireland",
 "TaxonKey is Paxillus involutus (Batsch) Fr."
 ]
}

 The dataset includes 6192 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054365-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15688889
title: Data for "Nonstabilizerness and Error Resilience in Noisy Quantum Circuits"

description: Data used in the figures of the paper to appear under the title "Nonstabilizerness and Error Resilience in Noisy Quantum Circuits"
DOI: 10.5281/zenodo.15688890
title: Data for "Nonstabilizerness and Error Resilience in Noisy Quantum Circuits"

description: Data used in the figures of the paper to appear under the title "Nonstabilizerness and Error Resilience in Noisy Quantum Circuits"
DOI: 10.5281/zenodo.15691097
title: NTAG® 424 DNA NFC Tag Datasheet – AZT-N424D-FPCB-D20

description: This datasheet details the NTAG® 424 DNA NFC tag with flexible FPCB (Flexible Printed Circuit Board) design. Engineered for high-security applications, the tag offers AES-128 encryption, anti-counterfeit protection, and support for secure authentication workflows.

Its heat-resistant and pressure-resistant construction makes it ideal for re-encapsulation, embedded electronics, crypto wallets, and smart packaging.

🔗 Official product page: https://rfidtag.com/product/nxp-ntag-424-dna-nfc-fpcb-tag/