cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/d477kpv98x
title: High-Resolution Satellite-Derived PM2.5 Concentration Maps for Northern Thailand during the Burning Season (2020–2024)

description: This dataset provides high-resolution (1x1 km) spatial distribution maps of surface PM2.5 concentrations in Northern Thailand during the burning season [January to April] for the years 2020 to 2024.

Methodology: The PM2.5 maps were estimated using a multi-source satellite integration approach within the Google Earth Engine (GEE) platform. The model integrates Aerosol Optical Depth (AOD) from TERRA-MODIS (MCD19A2) with trace gases (CO and NO2) from Sentinel-5P TROPOMI, validated against ground-based measurements from the Pollution Control Department (PCD) of Thailand.
DOI: 10.17632/d477kpv98x.1
title: High-Resolution Satellite-Derived PM2.5 Concentration Maps for Northern Thailand during the Burning Season (2020–2024)

description: This dataset provides high-resolution (1x1 km) spatial distribution maps of surface PM2.5 concentrations in Northern Thailand during the burning season [January to April] for the years 2020 to 2024.

Methodology: The PM2.5 maps were estimated using a multi-source satellite integration approach within the Google Earth Engine (GEE) platform. The model integrates Aerosol Optical Depth (AOD) from TERRA-MODIS (MCD19A2) with trace gases (CO and NO2) from Sentinel-5P TROPOMI, validated against ground-based measurements from the Pollution Control Department (PCD) of Thailand.
DOI: 10.17632/zxgdhbb723
title: DRI_GGP

description: Raw data of DRI_GGP
DOI: 10.17632/zxgdhbb723.1
title: DRI_GGP

description: Raw data of DRI_GGP
DOI: 10.17632/yhgfmz25b5
title: Baseline cortisol level moderated the effect of stress on associative memory: pre-encoding and pre-retrieval manipulations

description: Associative Memory Performance after Pre-encoding and Pre-retrieval Stress
DOI: 10.17632/yhgfmz25b5.1
title: Baseline cortisol level moderated the effect of stress on associative memory: pre-encoding and pre-retrieval manipulations

description: Associative Memory Performance after Pre-encoding and Pre-retrieval Stress
DOI: 10.17632/t3r4n98r6f
title: Raw soil dataset of the Vellar River Basin, Tamil Nadu

description: The dataset consists of georeferenced soil samples collected from 280 locations across the Vellar River Basin, Tamil Nadu, India. Each sampling point is represented by geographic coordinates recorded as latitude and longitude in decimal degrees using the WGS 84 coordinate reference system. The dataset includes measured soil physicochemical properties such as pH, electrical conductivity (EC), organic carbon (OC), and available macronutrients including nitrogen (N), phosphorus (P), and potassium (K), along with soil textural fractions of sand, silt, and clay.
DOI: 10.17632/t3r4n98r6f.1
title: Raw soil dataset of the Vellar River Basin, Tamil Nadu

description: The dataset consists of georeferenced soil samples collected from 280 locations across the Vellar River Basin, Tamil Nadu, India. Each sampling point is represented by geographic coordinates recorded as latitude and longitude in decimal degrees using the WGS 84 coordinate reference system. The dataset includes measured soil physicochemical properties such as pH, electrical conductivity (EC), organic carbon (OC), and available macronutrients including nitrogen (N), phosphorus (P), and potassium (K), along with soil textural fractions of sand, silt, and clay.
DOI: 10.17632/fcx3nrcmv5
title: Real-world experience of JAK Inhibitors in eyebrow regrowth for alopecia areata: a retrospective single-center study

description: It details a retrospective single-center study evaluating the real-world efficacy of oral JAK inhibitors, including ritlecitinib, tofacitinib, and baricitinib, for eyebrow regrowth in 74 patients with moderate-to-severe alopecia areata. By employing a modified scoring system known as mBETA to quantify improvement, the researchers observed that eyebrow regrowth was consistently faster and more complete than scalp regrowth, with 72.6% of patients achieving significant restoration (mBETA80) by Week 36. The findings indicate that these JAK inhibitors share comparable success rates and an acceptable safety profile, supporting their utility and allowing for individualized treatment approaches based on patient needs and accessibility.
DOI: 10.17632/fcx3nrcmv5.1
title: Real-world experience of JAK Inhibitors in eyebrow regrowth for alopecia areata: a retrospective single-center study

description: It details a retrospective single-center study evaluating the real-world efficacy of oral JAK inhibitors, including ritlecitinib, tofacitinib, and baricitinib, for eyebrow regrowth in 74 patients with moderate-to-severe alopecia areata. By employing a modified scoring system known as mBETA to quantify improvement, the researchers observed that eyebrow regrowth was consistently faster and more complete than scalp regrowth, with 72.6% of patients achieving significant restoration (mBETA80) by Week 36. The findings indicate that these JAK inhibitors share comparable success rates and an acceptable safety profile, supporting their utility and allowing for individualized treatment approaches based on patient needs and accessibility.
DOI: 10.3886/e244142
title: Nutrition, Physical Activity, and Obesity - Youth Risk Behavior Surveillance System

description: This dataset includes data on adolescent's diet, physical activity, and weight status from Youth Risk Behavior Surveillance System (YRBSS). This data is used for DNPAO's Data, Trends, and Maps database, which provides national and state specific data on obesity, nutrition, physical activity, and breastfeeding. For more information about YRBSS visit https://www.cdc.gov/healthyyouth/data/yrbs/index.htm.
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description: (Downloaded 1/14/2026)
DOI: 10.3886/e244142v1
title: Nutrition, Physical Activity, and Obesity - Youth Risk Behavior Surveillance System

description: This dataset includes data on adolescent's diet, physical activity, and weight status from Youth Risk Behavior Surveillance System (YRBSS). This data is used for DNPAO's Data, Trends, and Maps database, which provides national and state specific data on obesity, nutrition, physical activity, and breastfeeding. For more information about YRBSS visit https://www.cdc.gov/healthyyouth/data/yrbs/index.htm.
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description: (Downloaded 1/14/2026)
DOI: 10.17632/x54k72cj2h
title: Metal compatibility of environment-friendly Halon replacement fire suppressant in storage state: taking 1,1,1,4,4-hexafluoro-2-butene as an example

description: This database is designed for submitting paper "Metal compatibility of environment-friendly Halon replacement fire suppressant in storage state: taking 1,1,1,4,4-hexafluoro-2-butene as an example" to iScience journal.
DOI: 10.15468/dl.grcj77
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"IND.26.22_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009451-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/x54k72cj2h.1
title: Metal compatibility of environment-friendly Halon replacement fire suppressant in storage state: taking 1,1,1,4,4-hexafluoro-2-butene as an example

description: This database is designed for submitting paper "Metal compatibility of environment-friendly Halon replacement fire suppressant in storage state: taking 1,1,1,4,4-hexafluoro-2-butene as an example" to iScience journal.
DOI: 10.17632/n4ytjfxp4s
title: Scripts and Data for "Climatological Characteristics and Atmospheric Circulation Associated with 3D Heat Wave Types in Middle Europe"

description: This repository contains the scripts and data used to create the graphs and images published in the paper: 

Climatological characteristics and atmospheric circulation associated with 3D heat wave types in Middle Europe
DOI: 10.17632/n4ytjfxp4s.3
title: Scripts and Data for "Climatological Characteristics and Atmospheric Circulation Associated with 3D Heat Wave Types in Middle Europe"

description: This repository contains the scripts and data used to create the graphs and images published in the paper: 

Climatological characteristics and atmospheric circulation associated with 3D heat wave types in Middle Europe
DOI: 10.17632/gnp6gtn8tb
title: OS-Metrics: Performance Time Series (PTS) Dataset for Anomaly Detection and Change Point Detection

description: OS-Metrics is a 7-day, 15-second resolution, causally annotated performance time series dataset, used to evaluate anomaly detection and change point detection algorithms. It contains 6 metric files and 3 event log files.

- OS-Metrics is evaluation-ready: all 42 disturbance events are causally annotated with start/end time, intensity, mode, and affected metrics.
- Metrics are sampled at 15-second intervals over 7 consecutive days.
- Event logs use zero-based indexing (start_point, end_point) aligned to the metric time series (first row = index 0).
- Remote observation bias (network_response_time_diff.csv) reflects real network path asymmetry, not artifact or error.
- All timestamps are in UTC; no daylight saving adjustments applied.

For details, see the `README.md`.
This dataset is also available on Zenodo: https://doi.org/10.5281/zenodo.17981352 (Mendeley Version is mirror of Zenodo version)
DOI: 10.17632/gnp6gtn8tb.1
title: OS-Metrics: Performance Time Series (PTS) Dataset for Anomaly Detection and Change Point Detection

description: OS-Metrics is a 7-day, 15-second resolution, causally annotated performance time series dataset, used to evaluate anomaly detection and change point detection algorithms. It contains 6 metric files and 3 event log files.

- OS-Metrics is evaluation-ready: all 42 disturbance events are causally annotated with start/end time, intensity, mode, and affected metrics.
- Metrics are sampled at 15-second intervals over 7 consecutive days.
- Event logs use zero-based indexing (start_point, end_point) aligned to the metric time series (first row = index 0).
- Remote observation bias (network_response_time_diff.csv) reflects real network path asymmetry, not artifact or error.
- All timestamps are in UTC; no daylight saving adjustments applied.

For details, see the `README.md`.
This dataset is also available on Zenodo: https://doi.org/10.5281/zenodo.17981352 (Mendeley Version is mirror of Zenodo version)
DOI: 10.15468/dl.skmtmg
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Geometry POLYGON((120 39,122.99587 39.0047,122.99586 39.03169,123 42,120 42,120 39))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Limosa lapponica"
 ]
}

 The dataset includes 70 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009452-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/vjsxdkw2jv
title: Multi-scale carbon sequestration service flows and ecolog-ical compensation in an arid basin: A case study of the Lake Ebinur Basin, China

description: Multi-scale carbon sequestration service flows and ecolog-ical compensation in an arid basin: A case study of the Lake Ebinur Basin, China
DOI: 10.17632/vjsxdkw2jv.1
title: Multi-scale carbon sequestration service flows and ecolog-ical compensation in an arid basin: A case study of the Lake Ebinur Basin, China

description: Multi-scale carbon sequestration service flows and ecolog-ical compensation in an arid basin: A case study of the Lake Ebinur Basin, China
DOI: 10.17632/hvtz6k3pwc.1
title: Identification of Protein Expression and Phosphorylation Associated with Spermatogenic Arrest in Cattle-yak Testes

description: The hybrid male offspring of cattle and yak constitute a classic model for investigating the genetic basis of hybrid incompatibility in domestic animals. Cattle-yak exhibit male-specific sterility due to azoospermia caused by meiotic arrest at the pachytene stage. Transcriptomic analysis of cattle-yak and their parental species has been extensively conducted to screen candidate genes associated with hybrid sterility. Phosphorylation is one of the main post-translational modifications that play important roles in directing germ cell differentiation; yet, the phosphoproteomic landscape associated with spermatogenic arrest in the cattle-yak remains unclear. In this study, we performed comparative proteomic and phosphoproteomic analyses of testicular tissues from yak, cattle-yak, and backcross offspring (BC1), which are progeny of female cattle-yak and demonstrate partial recovery of spermatogenesis. The results revealed that 779 and 536 proteins were differentially expressed (DEPs) and phosphorylated (DPPs) in cattle-yak testes, whereas 780 DEPs and 1025 DPPs were identified in BC1 testes. The DEPs in cattle-yak were enriched in mitochondrial double-strand break repair by homologous recombination, positive regulation of the DNA damage checkpoint, G2/M phase transition of the cell cycle, and stem cell fate decisions. In contrast, DEPs in BC1 offspring were enriched in DNA replication, regulation of heterochromatin assembly, double-strand break repair, and pyrimidine dimer repair by nucleotide-excision repair. Notably, DPPs were also enriched in key molecular events in meiosis, including positive regulation of the response to DNA damage stimulus, regulation of heterochromatin organization, and double-strand break repair. Integrated analysis revealed 26 proteins that were both differentially expressed and phosphorylated in cattle-yak testes, 8 of which were restored in the BC1 testes, including MRE11. Collectively, these findings provide crucial insights into the molecular mechanisms underlying sterility and fertility restoration in hybrid animals.
DOI: 10.3886/e244140v1
title: College of Nursing Sciences, ABSUTH, Aba, Abia State, 2026/2027 Admission Form/Application Form Is Out Call the Registrar (08058556110)

description: College of Nursing Sciences, ABSUTH, Aba, Abia State, 2026/2027 Admission Form/Application Form Is Out Call the Registrar (08058556110) 08058556110 (08058556110) For More Details On How To Apply And Register Online. The Management Of The School Hereby Inform The general Public On The Sales Of The General Nursing Admission Form Into The School Of Nursing, And Also The Sales Of Two (2) Years Post Basic Nursing Program. Contact The Educational Board Admin On (08058556110) For More Details On How To Purchase The Form And Register Online. REQUIREMENT FOR THE THREE YEARS GENERAL NURSING PROGRAMMES1. GENERAL NURSING PROGRAMME Admission Requirements Candidates For Admission Into The General Nursing Program Of The Nursing And Midwifery Council Of Nigeria Must Posses The Senior Secondary School Certificate Or It’s Equivalent With Five Credits To Include English Language And Either Physics, Chemistry, Biology/Health Science At Not More Than Two sittings. Duration Of Training: Three Calendar Years. Registered Nurse (RN) Also POST BASIC NURSING MIDWIFERY PROGRAMME Admission Requirements: The Candidate Must Be a Registered Nurse, Five (O,Level) Credits Not More Two Sittings And Must Also Meet All institutional Requirements. Duration of Training: Two Calendar Year.{08058556110}
DOI: 10.17632/8s64yd5h9n
title: The Effects of Social Media Use on Positive Emotions and Prosocial Behaviors

description: The Effects of Social Media Use on Positive Emotions and Prosocial Behaviors
DOI: 10.17632/8s64yd5h9n.1
title: The Effects of Social Media Use on Positive Emotions and Prosocial Behaviors

description: The Effects of Social Media Use on Positive Emotions and Prosocial Behaviors
DOI: 10.17632/5tnxxfkhts
title: Temperature-induced deterioration mechanism of cement-stabilized clay by using optical frequency domain reflectometry

description: The data chart includes compressive strength, thermal conductivity, temperature distribution and strain distribution.
DOI: 10.17632/5tnxxfkhts.1
title: Temperature-induced deterioration mechanism of cement-stabilized clay by using optical frequency domain reflectometry

description: The data chart includes compressive strength, thermal conductivity, temperature distribution and strain distribution.
DOI: 10.17632/sp25ht4gth
title: Transition Metal Dichalcogenides (TMD)

description: Transition Metal Dichalcogenides (TMD)
DOI: 10.17632/sp25ht4gth.1
title: Transition Metal Dichalcogenides (TMD)

description: Transition Metal Dichalcogenides (TMD)
DOI: 10.17632/zw9p4cszrf
title: Dye-Molecules

description: The dataset "Dye-Compounds.csv" is a comprehensive molecular collection of 8,815 dye compounds, each annotated with detailed physicochemical and structural descriptors. It includes 248 features such as atom counts (C, H, N, O, S, halogens, metals), RDKit-computed molecular descriptors (molecular weight, logP, ring counts, topological indices, valence electrons, aromatic heterocycles), and fragment-based structural fingerprints. The target variable of interest is Epsilon (molar extinction coefficient), which quantifies light absorption capacity of dyes, making it a critical property for optical and materials applications. Additionally, derived meta-features such as conformer counts, aromatic atom counts, and longest carbon chain length provide rich structural diversity. The dataset is highly multidimensional, including numeric and categorical descriptors, and is appropriate for quantitative structure–property relationship (QSPR) modeling, cheminformatics, and machine learning-based predictive dye design.
DOI: 10.17632/zw9p4cszrf.1
title: Dye-Molecules

description: The dataset "Dye-Compounds.csv" is a comprehensive molecular collection of 8,815 dye compounds, each annotated with detailed physicochemical and structural descriptors. It includes 248 features such as atom counts (C, H, N, O, S, halogens, metals), RDKit-computed molecular descriptors (molecular weight, logP, ring counts, topological indices, valence electrons, aromatic heterocycles), and fragment-based structural fingerprints. The target variable of interest is Epsilon (molar extinction coefficient), which quantifies light absorption capacity of dyes, making it a critical property for optical and materials applications. Additionally, derived meta-features such as conformer counts, aromatic atom counts, and longest carbon chain length provide rich structural diversity. The dataset is highly multidimensional, including numeric and categorical descriptors, and is appropriate for quantitative structure–property relationship (QSPR) modeling, cheminformatics, and machine learning-based predictive dye design.
DOI: 10.17632/f9smbbk6vv
title: Dataset for 'Silicate solubilizing bacteria combined with phosphorus tailings enhance phosphorus and silicon availability in soil-plant system: Mechanisms and implications'
DOI: 10.17632/f9smbbk6vv.1
title: Dataset for 'Silicate solubilizing bacteria combined with phosphorus tailings enhance phosphorus and silicon availability in soil-plant system: Mechanisms and implications'
DOI: 10.17632/tfzfr7v8xr
title: Long et al., 2026_Cooperative regulation of hematite and metal ions on ferrihydrite phase transformation: unraveling pathways and associated ion redistribution

description: File contains data from Figures 1 to 6 in the manuscript "Cooperative regulation of hematite and metal ions on ferrihydrite phase transformation: unraveling pathways and associated ion redistribution" by Long et al.
DOI: 10.17632/tfzfr7v8xr.1
title: Long et al., 2026_Cooperative regulation of hematite and metal ions on ferrihydrite phase transformation: unraveling pathways and associated ion redistribution

description: File contains data from Figures 1 to 6 in the manuscript "Cooperative regulation of hematite and metal ions on ferrihydrite phase transformation: unraveling pathways and associated ion redistribution" by Long et al.
DOI: 10.17632/9n68dyx2bw
title: Prevalence of and risk factors for device-related pressure injuries among patients with orthopaedic external fixation: A cross-sectional study

description: Pressure injuries associated with medical devices are recognized as a clinical concern. However, research among orthopaedic patients has focused predominantly on general pressure injuries rather than device-related pressure injuries specific to external fixation devices.
DOI: 10.17632/9n68dyx2bw.1
title: Prevalence of and risk factors for device-related pressure injuries among patients with orthopaedic external fixation: A cross-sectional study

description: Pressure injuries associated with medical devices are recognized as a clinical concern. However, research among orthopaedic patients has focused predominantly on general pressure injuries rather than device-related pressure injuries specific to external fixation devices.
DOI: 10.5281/zenodo.18154015
title: Industrial dry coating of NMC battery electrodes enabled by continuous extrusion mixing

description: Datasets used in the publication "Industrial dry coating of NMC battery electrodes enabled by continuous extrusion mixing".

Fig2:



Tap density data

MIP data 

N2 physisorption data

ICP-OES data 


Fig4: 



impedance data for tortuosity determination

High resolution cross-section SEM images with segmentation 

electronic conductivity data

Jupyter notebook developed to fit impedance data and extract electrode tortuosity factor


Fig5: 



cell specifications table

Cycling data (formation, rate test, cycling before impedance, impedance, cycling after impedance, cycling) in .mpr format

Discharge capacity (mAh/gNMC) and coulombic efficiency (%) in Excel format 

ICP-OES data post cycling
DOI: 10.5281/zenodo.18154014
title: Industrial dry coating of NMC battery electrodes enabled by continuous extrusion mixing

description: Datasets used in the publication "Industrial dry coating of NMC battery electrodes enabled by continuous extrusion mixing".

Fig2:



Tap density data

MIP data 

N2 physisorption data

ICP-OES data 


Fig4: 



impedance data for tortuosity determination

High resolution cross-section SEM images with segmentation 

electronic conductivity data

Jupyter notebook developed to fit impedance data and extract electrode tortuosity factor


Fig5: 



cell specifications table

Cycling data (formation, rate test, cycling before impedance, impedance, cycling after impedance, cycling) in .mpr format

Discharge capacity (mAh/gNMC) and coulombic efficiency (%) in Excel format 

ICP-OES data post cycling
DOI: 10.5281/zenodo.18247645
title: Baccharis pingraea DC. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:42
DOI: 10.5281/zenodo.18247646
title: Baccharis pingraea DC. In: Marchesi E., Mailhos A. & Bonifacino J.M. (Eds.). Flora Uruguaya: Flora Vascular del Uruguay. ISSN 3121-2050, V. 1.0.

description: Citable snapshot. Includes PDF and CSV of collections. Date: January 13th, 2026 at 16:42
DOI: 10.57903/uj/rowqma
title: Autophagy in the retina shows circadian rhythmicity to maintain photoreceptor homeostasis, synaptic plasticity and behaviour - research data

description: Model organism: Drosophila melanogaster. The role of autophagy in the retinal photoreceptors. Analysis of cargo of autophagosomes produced specifically in photoreceptors, collected at the beginning of the day and night.