cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.29383223
title: Construct validity of the CoCo-P: Associations between cognitive complaints during participation and cognitive and emotional consequences

description: Cognitive complaints are common following acquired brain injury (ABI) and can hinder social participation. To address this, the CoCo-P was developed as a tool to identify cognitive restrictions experienced in various everyday contexts, such as work and leisure. This study aimed to evaluate the construct validity of the CoCo-P by assessing its associations with two widely used clinical questionnaires, the USER-P and CLCE-24, as reference measures. Forty-five ABI survivors completed these questionnaires, along with assessments of mood (HADS), self-efficacy (GSES), health-related quality of life (EQ6D), and cognitive functioning (MoCA). Results indicated strong positive associations between the CoCo-P and both USER-P and CLCE-24. Additionally, self-efficacy was strongly negatively associated with reported restrictions, while no significant associations were observed with estimated mood disorders or cognitive functions. These findings demonstrate the construct validity of the CoCo-P, supporting its potential as a valid tool for assessing cognitive restrictions experienced in daily life by individuals with ABI.
DOI: 10.6084/m9.figshare.29383223.v1
title: Construct validity of the CoCo-P: Associations between cognitive complaints during participation and cognitive and emotional consequences

description: Cognitive complaints are common following acquired brain injury (ABI) and can hinder social participation. To address this, the CoCo-P was developed as a tool to identify cognitive restrictions experienced in various everyday contexts, such as work and leisure. This study aimed to evaluate the construct validity of the CoCo-P by assessing its associations with two widely used clinical questionnaires, the USER-P and CLCE-24, as reference measures. Forty-five ABI survivors completed these questionnaires, along with assessments of mood (HADS), self-efficacy (GSES), health-related quality of life (EQ6D), and cognitive functioning (MoCA). Results indicated strong positive associations between the CoCo-P and both USER-P and CLCE-24. Additionally, self-efficacy was strongly negatively associated with reported restrictions, while no significant associations were observed with estimated mood disorders or cognitive functions. These findings demonstrate the construct validity of the CoCo-P, supporting its potential as a valid tool for assessing cognitive restrictions experienced in daily life by individuals with ABI.
DOI: 10.3886/e233924
title: Peracetic acid effects on human bronchial cells in an air liquid interface

description: Peracetic acid (PAA) is utilized as an industrial disinfectant for cleaning and sterilization of water infrastructure, food-safe machinery, surgical implements, and more. PAA typically exists as a mixture with hydrogen peroxide, acetic acid, water, and oxygen. These PAA cleaning solutions have been increasingly implemented in occupational settings due to their environmentally friendly decomposition products but the strong oxidative potential that allows them to effectively sanitize surfaces also underlies their ability to damage human airways. PAA mixtures are regarded as an asthmagen and occupational exposure has been associated with acute asthma-like symptoms such as airway and mucosal irritation, cough, wheeze, and shortness of breath. To evaluate the broad effects of PAA vapor exposure to human bronchial cells in vitro, normal human bronchial epithelial (NHBE) cells were cultured at the air-liquid interface (ALI) and exposures were conducted to PAA vapors during a four-hour exposure window at four concentrations: 0, 3, 12, and 24 ppm. Cells were allowed to recover for four and twenty-four hours to capture a spectrum of post-exposure response. Data was gathered for cytotoxicity, viability, cell layer integrity (via transepithelial electrical resistance measurements and qualitative histological observations), and protein response for proinflammatory mediators Endothelin-1 (ET-1), Interleukin-6 (IL-6), and Interleukin-8 (IL-8).
DOI: 10.3886/e233924v1
title: Peracetic acid effects on human bronchial cells in an air liquid interface

description: Peracetic acid (PAA) is utilized as an industrial disinfectant for cleaning and sterilization of water infrastructure, food-safe machinery, surgical implements, and more. PAA typically exists as a mixture with hydrogen peroxide, acetic acid, water, and oxygen. These PAA cleaning solutions have been increasingly implemented in occupational settings due to their environmentally friendly decomposition products but the strong oxidative potential that allows them to effectively sanitize surfaces also underlies their ability to damage human airways. PAA mixtures are regarded as an asthmagen and occupational exposure has been associated with acute asthma-like symptoms such as airway and mucosal irritation, cough, wheeze, and shortness of breath. To evaluate the broad effects of PAA vapor exposure to human bronchial cells in vitro, normal human bronchial epithelial (NHBE) cells were cultured at the air-liquid interface (ALI) and exposures were conducted to PAA vapors during a four-hour exposure window at four concentrations: 0, 3, 12, and 24 ppm. Cells were allowed to recover for four and twenty-four hours to capture a spectrum of post-exposure response. Data was gathered for cytotoxicity, viability, cell layer integrity (via transepithelial electrical resistance measurements and qualitative histological observations), and protein response for proinflammatory mediators Endothelin-1 (ET-1), Interleukin-6 (IL-6), and Interleukin-8 (IL-8).
DOI: 10.15468/dl.sumc2s
title: Occurrence Download

description: A dataset containing 270726 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is one of (Asia, Oceania)",
 "OccurrenceStatus is Present",
 "TaxonKey is Ficus L."
 ]
}

 The dataset includes 270726 records from 416 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065324-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15722286
title: Synthetic Wireless Dataset Supporting: "Integrating Artificial Intelligence into Network Simulation for Enhanced Predictive Analytics

description: This dataset was developed in support of the research project titled “Integrating Artificial Intelligence into Network Simulation for Enhanced Predictive Analytics.” The project focuses on improving network monitoring and outage prediction by incorporating AI techniques into simulated wireless environments. To facilitate this, synthetic data was generated using MATLAB to model a multi-user wireless network under varying signal conditions and resource constraints.

The simulation captures key communication metrics such as distance from the transmitter, received signal strength (RSSI), signal-to-noise ratio (SNR), and time steps representing different moments in network activity. These variables are intended to reflect realistic fluctuations in signal behavior, making the dataset useful for evaluating predictive analytics models.

Two versions of the dataset are included. The first file, Simulated_WirelessMetrics_Step1 (available in both .csv and .xlsx formats), contains the raw synthetic wireless data without labels. The second file, LabeledWirelessData_Step2, includes the same features as the first but with an added binary label “Outage” that indicates whether a communication failure occurred at a given point. This labeling was based on predefined thresholds for RSSI and SNR and is suitable for supervised learning tasks such as classification or anomaly detection.

The dataset can be used for training and evaluating machine learning models, benchmarking AI-assisted simulations, or exploring how signal conditions impact network performance. Both versions are provided in CSV and Excel formats to accommodate different tools and user preferences.
DOI: 10.15468/dl.xystfy
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is BatMapPH: Philippine Bat Species Occurrence Database",
 "TaxonKey is Murina cyclotis Dobson, 1872"
 ]
}

 The dataset includes 12 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065338-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ecymjt
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dorofeyukea Kulkovskiy, Maltsev, Andreeva, T.Ludwig & Kociolek, 2019",
 "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 ((15.6372 -28.0032,16.2782 -28.5786,20.509 -28.5786,20.509 -24.0715,15.4933 -24.0715,15.4945 -24.1257,16.0509 -25.6631,15.6372 -28.0032))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065337-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15722446
title: Asset level physical climate risk analysis - walkthrough

description: Documentation and data for the asset level physical climate risk analysis walkthrough delivered as part of the Small Countries Financial Management Course (July 2025)
DOI: 10.5281/zenodo.15722447
title: Asset level physical climate risk analysis - walkthrough

description: Documentation and data for the asset level physical climate risk analysis walkthrough delivered as part of the Small Countries Financial Management Course (July 2025)
DOI: 10.15468/dl.4q9tyy
title: Occurrence Download

description: A dataset containing 16790 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((4.109118660561522 43.5538997718163, 4.109118660561522 43.59016156647035, 4.034440962331202 43.59016156647035, 4.034440962331202 43.5538997718163, 4.109118660561522 43.5538997718163))",
 "EventDate is 2014-12-31,2024-12-31"
 ]
}

 The dataset includes 16790 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065339-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a86eut
title: Occurrence Download

description: A dataset containing 283 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Carabids in beech forests, Calabria, Italy"
 ]
}

 The dataset includes 283 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065340-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.42jygh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dorofeyukea Kulkovskiy, Maltsev, Andreeva, T.Ludwig & Kociolek, 2019",
 "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/0065341-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15609069
title: Viral and Bacterial Counts from Fkt_240412 Cruise to the ETSP Oxygen Minimum Zone

description: Samples were collected on the Falkor (too) cruise Fkt240412 to the ETSP OMZ of the coast of Chile at one nearshore and one offshore station. Data comes from samples from one vertical depth profile taken at each station. The data table includes associated CTD data including dissolved oxygen (umol/kg), salinity (ppm) and temperature (C). 

For more information on additional data collected during this cruise, please visit https://schmidtocean.org/cruise/microbes-in-oxygen-minimum-zones/#data

Sample collection and preservation 

Two one milliliter aliquots of raw seawater per depth were collected from niskin bottles, stored in cryotubes and preserved with 10ul 50% EM-grade glutaraldehyde to a final concentration of 0.5% glutaraldehyde per sample (Brussaard 2004). Samples were then incubated at 4C for 60 minutes and snap frozen via tube immersion in -80C cooled ethanol for 60 seconds prior to storage as -80C.

Flow Cytometry Counts 

 A ZE5 Cell Analyzer flow cytometer (Bio-Rad, Hercules, CA, USA) was used to measure optical properties of viral and bacterial particles  from each sample. To ensure accurate calibration of the flow cytometer, ZE5 QC beads (Bio-Rad, Hercules, CA, USA) were run daily. After thawing, samples were diluted 1:10 with 0.02um filter sterilized TE Buffer pH 8.0 for bacterial counts, and similarly at a dilution of 1:100 for viral particle counts. Diluted samples were stained using a 10x working stock of SYBRTM Green I Nucleic Acid Stain (Thermofisher Scientific, USA) to a final dilution of 5 * 10^-5 SYBRTM Green I commercial solution (Brussaard 2004). Stained diluted samples were then incubated at room temperature in the dark for 15 min (Marie et al. 2005; Brussaard et al. 2000). 180 µl of sample was run at a flow rate of 0.5 µl sec-1. Particles were excited with a 488 nm blue excitation laser and data acquisition was triggered on green fluorescence. Signals were recorded from detectors with bandpass filters for forward scatter (FSC), right angle light scatter (SSC) and fluorescence emission in green (525/35nm). Data files were analyzed using FlowJo 10.6 software (Becton Dickinson & Company, San Jose, CA, USA). Viral and bacterial particles were identified from two logarithmic scatter plots based on fluorescence and characteristic light scattering properties. Total bacteria and viral particle counts are identified based on size and green fluorescence and counts were converted to abundances using the volume of sample processed.

 

Brussaard, C. P., D. Marie, and G. Bratbak. 2000. “Flow Cytometric Detection of Viruses.” Journal of Virological Methods 85 (1–2): 175–82.

Brussaard, Corina P. D. 2004. “Optimization of Procedures for Counting Viruses by Flow Cytometry.” Applied and Environmental Microbiology 70 (3): 1506–13.

Marie, D., N. Simon, and D. Vaulot. 2005. “Phytoplankton Cell Counting by Flow Cytometry.” Algal Culturing Techniques, 253–67.
DOI: 10.5281/zenodo.15609070
title: Viral and Bacterial Counts from Fkt_240412 Cruise to the ETSP Oxygen Minimum Zone

description: Samples were collected on the Falkor (too) cruise Fkt240412 to the ETSP OMZ of the coast of Chile at one nearshore and one offshore station. Data comes from samples from one vertical depth profile taken at each station. The data table includes associated CTD data including dissolved oxygen (umol/kg), salinity (ppm) and temperature (C). 

For more information on additional data collected during this cruise, please visit https://schmidtocean.org/cruise/microbes-in-oxygen-minimum-zones/#data

Sample collection and preservation 

Two one milliliter aliquots of raw seawater per depth were collected from niskin bottles, stored in cryotubes and preserved with 10ul 50% EM-grade glutaraldehyde to a final concentration of 0.5% glutaraldehyde per sample (Brussaard 2004). Samples were then incubated at 4C for 60 minutes and snap frozen via tube immersion in -80C cooled ethanol for 60 seconds prior to storage as -80C.

Flow Cytometry Counts 

 A ZE5 Cell Analyzer flow cytometer (Bio-Rad, Hercules, CA, USA) was used to measure optical properties of viral and bacterial particles  from each sample. To ensure accurate calibration of the flow cytometer, ZE5 QC beads (Bio-Rad, Hercules, CA, USA) were run daily. After thawing, samples were diluted 1:10 with 0.02um filter sterilized TE Buffer pH 8.0 for bacterial counts, and similarly at a dilution of 1:100 for viral particle counts. Diluted samples were stained using a 10x working stock of SYBRTM Green I Nucleic Acid Stain (Thermofisher Scientific, USA) to a final dilution of 5 * 10^-5 SYBRTM Green I commercial solution (Brussaard 2004). Stained diluted samples were then incubated at room temperature in the dark for 15 min (Marie et al. 2005; Brussaard et al. 2000). 180 µl of sample was run at a flow rate of 0.5 µl sec-1. Particles were excited with a 488 nm blue excitation laser and data acquisition was triggered on green fluorescence. Signals were recorded from detectors with bandpass filters for forward scatter (FSC), right angle light scatter (SSC) and fluorescence emission in green (525/35nm). Data files were analyzed using FlowJo 10.6 software (Becton Dickinson & Company, San Jose, CA, USA). Viral and bacterial particles were identified from two logarithmic scatter plots based on fluorescence and characteristic light scattering properties. Total bacteria and viral particle counts are identified based on size and green fluorescence and counts were converted to abundances using the volume of sample processed.

 

Brussaard, C. P., D. Marie, and G. Bratbak. 2000. “Flow Cytometric Detection of Viruses.” Journal of Virological Methods 85 (1–2): 175–82.

Brussaard, Corina P. D. 2004. “Optimization of Procedures for Counting Viruses by Flow Cytometry.” Applied and Environmental Microbiology 70 (3): 1506–13.

Marie, D., N. Simon, and D. Vaulot. 2005. “Phytoplankton Cell Counting by Flow Cytometry.” Algal Culturing Techniques, 253–67.
DOI: 10.15468/dl.tcs3wj
title: Occurrence Download

description: A dataset containing 2672 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Lonicera japonica Thunb."
 ]
}

 The dataset includes 2672 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0065343-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qdkp56
title: Occurrence Download

description: A dataset containing 128 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Herklotsichthys lippa",
 "Year 2000-2025"
 ]
}

 The dataset includes 128 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063968-251120083545085/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.28389302
title: Seasonal bacterial profiles of Vellozia with distinct drought adaptations in the megadiverse campos rupestres

description: A group of datasets related to 16S rRNA gene amplicon sequencing and shotgun metagenomics associated to Vellozia species.
DOI: 10.6084/m9.figshare.27646707
title: Dataset of CO2 geological storage potential and injection rate capacity in China based on fine grid technology

description: Content: five sets of 5km×5km high-resolution gridded datasets about CO2 geological storage potential and injection rate capacity in China
Projection coordinate system: WGS_1984_Lambert_Conformal_Conic
From: Dataset of CO2 geological storage potential and injection rate capacity in China based on fine grid technology
Unit: CO2 storage potential (Mt) ; CO2 injection rate capability (Mt/a)

You can open these TIF files and extract the data using GIS software.
DOI: 10.6084/m9.figshare.27646707.v1
title: Dataset of CO2 geological storage potential and injection rate capacity in China based on fine grid technology

description: Content: five sets of 5km×5km high-resolution gridded datasets about CO2 geological storage potential and injection rate capacity in China
Projection coordinate system: WGS_1984_Lambert_Conformal_Conic
From: Dataset of CO2 geological storage potential and injection rate capacity in China based on fine grid technology
Unit: CO2 storage potential (Mt) ; CO2 injection rate capability (Mt/a)

You can open these TIF files and extract the data using GIS software.
DOI: 10.15468/dl.bkv3aq
title: Occurrence Download

description: A dataset containing 1488 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Arctium lappa",
 "Year 1000-2025"
 ]
}

 The dataset includes 1488 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007973-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hscyj7
title: Occurrence Download

description: A dataset containing 81 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gamochaeta pensylvanica",
 "Country is Belgium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 81 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007975-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kb5du3
title: Occurrence Download

description: A dataset containing 30734 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euonymus fortunei",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 30734 records from 389 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007974-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xdnmee
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Arenaria nevadensis)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 14 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007976-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5kdd5p
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gamochaeta pensylvanica",
 "Country is Eswatini",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007978-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.