cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/bc5v94g8ht.1
title: RIG-I G731R - gels & blots

description: These deposited raw data files are related to gel or blot images used in the main or supplemental figures, as indicated in the folder titles.
“Fig 3A - EMSA” contains two raw tif files, each shows the raw image of two replicated gel shift experiments done on the represented dates.
“Fig S1” contains subfolders related to each figure panel. “A & E - EV WT & delta190” contains two folders, one for the beta-actin control (cut below ~55 kDa), and one for RIG-I or variant (cut above ~55 kDa). Each folder contains the raw tif and jpg files. There are many blots because these experiments were scanned with a larger set; the first two lanes in the top blot after the first marker correspond to S1A, and the first lane next to the second marker corresponds to S1E.
Similarly, “B - G731R comp” contains two subfolders for beta-actin and RIG-I, each with raw tif and jpg files. Lanes 2-7 after the first marker in the top blow correspond to this figure.
“C - hPIV” contains two raw tif files representing the RIG-I and tubulin western blot scans
“F - G731X” contains four subfolders, two for beta-actin and for RIG-I because the colorimetric markers had to be scanned under a different setting on a new machine. The left side of the blots in the raw tif and jpg files correspond to this figure.
DOI: 10.15468/dl.map7v5
title: Occurrence Download

description: A dataset containing 262263 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pteroglossus torquatus"
 ]
}

 The dataset includes 262263 records from 260 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050129-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.322kte
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rubus phoenicolasius",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050289-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.46v87b
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rubus phoenicolasius",
 "Country is Sweden",
 "HasCoordinate is true"
 ]
}

 The dataset includes 41 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050290-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/wx8g9k3pmg
title: Low-Altitude Target Localization Method Based on Exogenous Radar with Multi-base Station and 5G SSB Signals
DOI: 10.17632/wx8g9k3pmg.1
title: Low-Altitude Target Localization Method Based on Exogenous Radar with Multi-base Station and 5G SSB Signals
DOI: 10.17632/tjc2rfzf74
title: Dataset of Variable Air Volume (VAV) Damper Measurements, Energy Estimation, and Metabolic Rate (MR) Calculation

description: This dataset contains measurements and calculations related to Variable Air Volume (VAV) damper performance, fan energy estimation, and occupant metabolic rate (MR). The dataset records airflow, fan speed (rpm), brake horse power (bhp), and metabolic rate (MR) to evaluate the relationship between motor damper adjustment, energy consumption, and oxygen demand of building occupants. It is designed for applications in HVAC optimization, energy efficiency studies, and occupant-centric indoor environment analysis. Measurements were collected to evaluate the performance of Variable Air Volume (VAV) dampers and their impact on fan energy consumption and occupant metabolic rate (MR). The methodology includes three main components:

1. VAV Damper Percentage
The damper opening percentage was calculated from airflow differences between two operating conditions. A default value of 70% was used, with a minimum threshold of 30% enforced when the computed percentage equaled zero.

2. Energy Estimation
Fan energy demand was determined using the relationship between fan speed (rpm), airflow ratios, and brake horse power (bhp₂). The formula applied a cubic relation to capture the effect of rpm on power demand. Results were converted from horsepower to watts using a conversion factor of 745.7.

3. Metabolic Rate (MR) and Oxygen Consumption
Occupant metabolic rate was computed by multiplying activity levels with surface area energy intensity (W/m²). Body Surface Area (BSA) was estimated using the DuBois formula based on height and weight. MR values were converted to kcal/hour, kcal/min, and kcal/day, and subsequently to oxygen consumption using the equivalence of 1 kcal = 0.239 LO₂.

Dataset Structure 
The dataset is provided in Excel format (proper-dataset-used.xlsx) and contains variables related to airflow, fan performance, and metabolic rate calculations. Airflow measurements are recorded at two conditions, denoted as Airflow1 and Airflow2, expressed in cubic feet per minute (CFM). Corresponding fan speeds are noted as RPM1 and RPM2, measured in revolutions per minute, along with brake horse power (bhp₂) in horsepower. From these inputs, the dataset includes the calculated percentage opening of the VAV damper (Percent-VAV, in %) and the estimated energy demand of the fan system (Energy-VAV, in watts). To represent occupant-related parameters, the dataset provides values of metabolic rate (MR, in W/m²) and Body Surface Area (BSA, in m²), derived from standard anthropometric formulas. These are further converted into energy expenditure indicators: kcal per hour, kcal per minute, and kcal per day. Finally, the dataset contains oxygen consumption values expressed in liters per minute (LO₂/min), computed from the caloric values using the equivalence of one kilocalorie to 0.239 liters of oxygen. Together, these variables provide a comprehensive basis for analyzing damper performance, energy efficiency, and occupant oxygen demand.
DOI: 10.17632/tjc2rfzf74.1
title: Dataset of Variable Air Volume (VAV) Damper Measurements, Energy Estimation, and Metabolic Rate (MR) Calculation

description: This dataset contains measurements and calculations related to Variable Air Volume (VAV) damper performance, fan energy estimation, and occupant metabolic rate (MR). The dataset records airflow, fan speed (rpm), brake horse power (bhp), and metabolic rate (MR) to evaluate the relationship between motor damper adjustment, energy consumption, and oxygen demand of building occupants. It is designed for applications in HVAC optimization, energy efficiency studies, and occupant-centric indoor environment analysis. Measurements were collected to evaluate the performance of Variable Air Volume (VAV) dampers and their impact on fan energy consumption and occupant metabolic rate (MR). The methodology includes three main components:

1. VAV Damper Percentage
The damper opening percentage was calculated from airflow differences between two operating conditions. A default value of 70% was used, with a minimum threshold of 30% enforced when the computed percentage equaled zero.

2. Energy Estimation
Fan energy demand was determined using the relationship between fan speed (rpm), airflow ratios, and brake horse power (bhp₂). The formula applied a cubic relation to capture the effect of rpm on power demand. Results were converted from horsepower to watts using a conversion factor of 745.7.

3. Metabolic Rate (MR) and Oxygen Consumption
Occupant metabolic rate was computed by multiplying activity levels with surface area energy intensity (W/m²). Body Surface Area (BSA) was estimated using the DuBois formula based on height and weight. MR values were converted to kcal/hour, kcal/min, and kcal/day, and subsequently to oxygen consumption using the equivalence of 1 kcal = 0.239 LO₂.

Dataset Structure 
The dataset is provided in Excel format (proper-dataset-used.xlsx) and contains variables related to airflow, fan performance, and metabolic rate calculations. Airflow measurements are recorded at two conditions, denoted as Airflow1 and Airflow2, expressed in cubic feet per minute (CFM). Corresponding fan speeds are noted as RPM1 and RPM2, measured in revolutions per minute, along with brake horse power (bhp₂) in horsepower. From these inputs, the dataset includes the calculated percentage opening of the VAV damper (Percent-VAV, in %) and the estimated energy demand of the fan system (Energy-VAV, in watts). To represent occupant-related parameters, the dataset provides values of metabolic rate (MR, in W/m²) and Body Surface Area (BSA, in m²), derived from standard anthropometric formulas. These are further converted into energy expenditure indicators: kcal per hour, kcal per minute, and kcal per day. Finally, the dataset contains oxygen consumption values expressed in liters per minute (LO₂/min), computed from the caloric values using the equivalence of one kilocalorie to 0.239 liters of oxygen. Together, these variables provide a comprehensive basis for analyzing damper performance, energy efficiency, and occupant oxygen demand.
DOI: 10.17632/vz4g5xbpcb
title: Supporting information for Active detoxification of nanoplastics-induced hepatic ferroptosis with nano-selenium

description: The raw data of western bloting in this study
DOI: 10.17632/vz4g5xbpcb.1
title: Supporting information for Active detoxification of nanoplastics-induced hepatic ferroptosis with nano-selenium

description: The raw data of western bloting in this study
DOI: 10.17632/nt6zf32679
title: Wuhai Mining DEM

description: The Digital Elevation Model (DEM) data for the Wu Hai mining area is a key resource for studying the region's topography, geological environment restoration, and ecological rehabilitation. These data primarily come from the ALOS satellite's L-band Synthetic Aperture Radar (PALSAR), with a spatial resolution of 12.5 meters, accurately reflecting the surface undulations and morphological features of the mining area.

In the overall mineral resource planning of Wu Hai City (2021-2025), the importance of mining geological environment governance and land reclamation is emphasized. Specifically, it highlights the need to strengthen geological environment restoration in areas around the Haibowan and Hainan districts, as well as within coal mining regions. The DEM data for these areas provides precise topographic information, which is essential for developing scientific restoration plans.

Additionally, the Natural Resources Bureau of Wu Hai City is responsible for conducting surveys, monitoring, and evaluating natural resources, organizing basic and specialized investigations. This ensures the accuracy and timeliness of the DEM data, which supports its application.

Overall, the DEM data for the Wu Hai mining area plays a crucial role in geological environment governance and ecological restoration, providing a scientific basis for efficient resource utilization and green development.
DOI: 10.25810/q1-ts57.60
title: Russian Newspaper Coverage of Climate Change or Global Warming, 2000-2025 - August 2025

description: The Media and Climate Change Observatory Data monitors 127 sources (across newspapers, radio and TV) in 59 countries in seven different regions around the world. Data is assembled by accessing archives through the Lexis Nexis, Proquest and Factiva databases via the University of Colorado libraries. More information may be found at: http://mecco.colorado.edu.
DOI: 10.17632/nt6zf32679.1
title: Wuhai Mining DEM

description: The Digital Elevation Model (DEM) data for the Wu Hai mining area is a key resource for studying the region's topography, geological environment restoration, and ecological rehabilitation. These data primarily come from the ALOS satellite's L-band Synthetic Aperture Radar (PALSAR), with a spatial resolution of 12.5 meters, accurately reflecting the surface undulations and morphological features of the mining area.

In the overall mineral resource planning of Wu Hai City (2021-2025), the importance of mining geological environment governance and land reclamation is emphasized. Specifically, it highlights the need to strengthen geological environment restoration in areas around the Haibowan and Hainan districts, as well as within coal mining regions. The DEM data for these areas provides precise topographic information, which is essential for developing scientific restoration plans.

Additionally, the Natural Resources Bureau of Wu Hai City is responsible for conducting surveys, monitoring, and evaluating natural resources, organizing basic and specialized investigations. This ensures the accuracy and timeliness of the DEM data, which supports its application.

Overall, the DEM data for the Wu Hai mining area plays a crucial role in geological environment governance and ecological restoration, providing a scientific basis for efficient resource utilization and green development.
DOI: 10.17632/v96f9g629w
title: Garnet’s Impact on the Petrogenesis of Himalayan Leucogranites

description: Tables of manuscript
DOI: 10.17632/v96f9g629w.1
title: Garnet’s Impact on the Petrogenesis of Himalayan Leucogranites

description: Tables of manuscript
DOI: 10.17632/8mbfxcyw6y
title: ChartComplete

description: ChartComplete is an image dataset comprising 30 distinct chart types, with 50 images per type. It is constructed based on a comprehensive chart taxonomy and is licensed under the Creative Commons BY (CC BY) license.
DOI: 10.15468/dl.4fqfxu
title: Occurrence Download

description: A dataset containing 1006 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rubus phoenicolasius",
 "Country is Switzerland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1006 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050291-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/8mbfxcyw6y.1
title: ChartComplete

description: ChartComplete is an image dataset comprising 30 distinct chart types, with 50 images per type. It is constructed based on a comprehensive chart taxonomy and is licensed under the Creative Commons BY (CC BY) license.
DOI: 10.17632/sbw9k2tyzf
title: IMPACT OF GOOGLE GEMINI ON COGNITIVE SKILLS AMONG COLLEGE GOING STUDENTS - A COMPARATIVE STUDY

description: Survey data from 300 college students (aged 17–32) collected between January and April 2024 to assess the impact of Google Gemini use on cognitive skills. Data includes demographics, internet and Google Gemini usage patterns, and responses to the Cognitive Failures Questionnaire (CFQ) across three domains: forgetfulness, distractibility, and false triggering.
DOI: 10.17632/sbw9k2tyzf.1
title: IMPACT OF GOOGLE GEMINI ON COGNITIVE SKILLS AMONG COLLEGE GOING STUDENTS - A COMPARATIVE STUDY

description: Survey data from 300 college students (aged 17–32) collected between January and April 2024 to assess the impact of Google Gemini use on cognitive skills. Data includes demographics, internet and Google Gemini usage patterns, and responses to the Cognitive Failures Questionnaire (CFQ) across three domains: forgetfulness, distractibility, and false triggering.
DOI: 10.17632/tfvs64jh5p.1
title: Code for "The Influence of Social Belonging on Adolescents' Internet and Phone Dependency" Paper

description: This is the code that we have used for the " Influence of Social Belonging on Adolescents' Internet and Phone Dependency" paper
DOI: 10.15468/dl.mxnd46
title: Occurrence Download

description: A dataset containing 1801214 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is LBBG_ZEEBRUGGE - Lesser black-backed gulls (Larus fuscus, Laridae) breeding at the southern North Sea coast (Belgium and the Netherlands)"
 ]
}

 The dataset includes 1801214 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050266-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eqf9wn
title: Occurrence Download

description: A dataset containing 4613 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-104.56237 21.05392,-104.23758 21.05392,-104.23758 21.35126,-104.56237 21.35126,-104.56237 21.05392))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Aves, Mammalia, Amphibia, Squamata, Testudines, Crocodylia)"
 ]
}

 The dataset includes 4613 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050292-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/tyt5hbtjm4
title: The tectorial membrane has a critical role in metabolic age-related hearing loss

description: Data plotted in each figure in the above paper, by Prasad, Pitkänen and Fridberger. Data files are in Matlab format (a variant of the HDF5 format, can be read by any recent version of Matlab or a program that understands HDF5 files). Due to a data sharing agreement, data in Figure 5 of this paper cannot be made publicly available, but these data can be accessed by filing a request with the NIDCD National Temporal Bone, Hearing and Balance Pathology Resource Registry 
(https://www.masseyeandear.org/tbregistry.page).
DOI: 10.17632/tyt5hbtjm4.1
title: The tectorial membrane has a critical role in metabolic age-related hearing loss

description: Data plotted in each figure in the above paper, by Prasad, Pitkänen and Fridberger. Data files are in Matlab format (a variant of the HDF5 format, can be read by any recent version of Matlab or a program that understands HDF5 files). Due to a data sharing agreement, data in Figure 5 of this paper cannot be made publicly available, but these data can be accessed by filing a request with the NIDCD National Temporal Bone, Hearing and Balance Pathology Resource Registry 
(https://www.masseyeandear.org/tbregistry.page).
DOI: 10.17632/hy7269hgtp.1
title: In Situ Experimental Study of the 10 Å phase formation in NaCl-H2O Fluids: Implications for the Deep Water Cycle

description: Raw data for figures in the manuscript.
DOI: 10.7910/dvn/v4mjd1
title: Replication Data for: SmartPLS Analysis Report

description: The SmartPLS Analysis Report documents the Partial Least Squares Structural Equation Modeling (PLS-SEM) procedures used to validate the GCC AI Adoption Index. It provides a transparent, step-by-step account of how measurement and structural models were assessed, ensuring that the study’s findings are reproducible, interpretable, and robust. Key Contents Measurement Model Checks Reliability metrics (Cronbach’s α, Composite Reliability, AVE). Outer loadings/weights for reflective and formative constructs. Discriminant validity (Fornell–Larcker criterion, HTMT ratios). Structural Model Results Path coefficients (β values) with bootstrapped t- and p-values. R² and adjusted R² values showing explanatory power. Effect sizes (f²) and predictive relevance (Q²). Model fit indices (SRMR, NFI) for overall adequacy. Construct Relationships Technical Infrastructure, Organizational Readiness, and Governance Environment are modeled as predictors of AI Outcomes. Results highlight the dominant role of Technical Infrastructure (β ≈ 0.657) and significant contribution of Governance Enviroment (β ≈ 0.206), while Organizational Readiness shows negligible influence (β ≈ 0.016). Index Derivation The report also includes the path-based weights used to compute the GCC AI Adoption Index, rescaled to a 0–100 range. Purpose This report serves as the technical backbone of the study, allowing other researchers to audit, replicate, or extend the model. By providing full outputs (tables, figures, and algorithmic settings), it strengthens the study’s credibility and supports transparent, evidence-based policy design for AI adoption in the GCC.
DOI: 10.15468/dl.ra33ps
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Nothobranchius fuscotaeniatus)",
 "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 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050293-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ywd4pk
title: Occurrence Download

description: A dataset containing 71828 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is MH_WATERLAND - Western marsh harriers (Circus aeruginosus, Accipitridae) breeding near the Belgium-Netherlands border"
 ]
}

 The dataset includes 71828 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050272-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/b3h7kzthc5
title: Supplementary Materials for: Novel TYK2 inhibitor D-2570 in moderate to severe plaque psoriasis: a randomized, double-blind, placebo-controlled, phase 2 trial

description: This dataset contains supplementary materials for the following publication: Novel TYK2 inhibitor D-2570 in moderate to severe plaque psoriasis: a randomized, double-blind, placebo-controlled, phase 2 trial published in the Journal of the American Academy of Dermatology. Supplementary materials include supplementary methods, 3 supplementary figures, and 4 supplementary tables.
DOI: 10.15468/dl.qzb292
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zamia tuerckheimii"
 ]
}

 The dataset includes 74 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050294-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/b3h7kzthc5.1
title: Supplementary Materials for: Novel TYK2 inhibitor D-2570 in moderate to severe plaque psoriasis: a randomized, double-blind, placebo-controlled, phase 2 trial

description: This dataset contains supplementary materials for the following publication: Novel TYK2 inhibitor D-2570 in moderate to severe plaque psoriasis: a randomized, double-blind, placebo-controlled, phase 2 trial published in the Journal of the American Academy of Dermatology. Supplementary materials include supplementary methods, 3 supplementary figures, and 4 supplementary tables.
DOI: 10.17632/29hpr3nrrv
title: Mating status-dependent dopaminergic modulation of auditory sensory neurons in Drosophila

description: This dataset supports the findings of the article titled "Mating status-dependent dopaminergic modulation of auditory sensory neurons in Drosophila"
DOI: 10.17632/29hpr3nrrv.3
title: Mating status-dependent dopaminergic modulation of auditory sensory neurons in Drosophila

description: This dataset supports the findings of the article titled "Mating status-dependent dopaminergic modulation of auditory sensory neurons in Drosophila"
DOI: 10.17632/6n9jggkpkw
title: Dual-energy CT for differential diagnosis of adrenal lesions

description: Evaluation of the diagnostic utility of DECT in differentiating adrenal lesions. 
We present DECT parameters for arterial, venous and delayed phases