cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/kj6dbshsnp.1
title: De-identified U.S. Occupational Injury Events with Standardized Injury and Industry Classifications

description: This dataset contains a de-identified, incident-level collection of U.S. occupational injury events compiled from publicly available workplace injury reporting records. The dataset includes standardized categorical classifications for nature of injury (NAT), body part affected (BOD), event or exposure (EVT), and injury source (SRC), along with industry identifiers at both the six-digit and two-digit NAICS levels and derived temporal variables. Supporting lookup tables defining all classification systems used in the dataset are provided.
DOI: 10.3886/e244136
title: College of Nursing Sciences, Umuahia, Abia State, 2026/2027 Admission Form/Application Form Is Out Call the Registrar (08058556110) 08058556110

description: College of Nursing Sciences, Umuahia, 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: 10.15468/dl.tqspqy
title: Occurrence Download

description: A dataset containing 828 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Acanthinodera cumingii"
 ]
}

 The dataset includes 828 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009416-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18247470
title: Supplementary material - Weik et al. 2026 - How to address challenges in the life cycle assessment of innovative cropping systems: Insights from a comparative study of a pesticide-free and a conventional system
DOI: 10.5281/zenodo.18247469
title: Supplementary material - Weik et al. 2026 - How to address challenges in the life cycle assessment of innovative cropping systems: Insights from a comparative study of a pesticide-free and a conventional system
DOI: 10.15468/dl.6bm8ut
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"IND.26.16_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 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009417-260108223611665/datasets/export for details.
DOI: 10.25574/28536
title: Chandra X-ray Observatory ObsId 28536

description: PHANGS-Chandra: A Legacy Survey for Detailing the First Billion Years of X-ray Evolution in Galaxies
DOI: 10.17632/hysp9jzg5h
title: Tokyo VPN Speed Monitor Dataset

description: This dataset contains 1950+ automated measurements of VPN performance from Tokyo, Japan, collected period in December 2025.

Key Features:
- 15 VPN providers tested
- Measurements every 6 hours (4 times per day)
- Time-series data from early December 2025
- Statistical analysis with Coefficient of Variation (CV) for stability assessment

Data Collection Period:
- Start: Early December 2025
- Total measurements: 1950+ records

Data Format:
The CSV file contains the following columns:
- Timestamp
- VPN Service
- Download (Mbps)
- Upload (Mbps)
- Ping (ms)
- Instant Stability
- Reliability (%)
- Overall Score
- Rank

Methodology:
Automated testing using Google Apps Script deployed on Google's free tier infrastructure. All measurements are performed from Tokyo, Japan, with testing occurring every 6 hours around the clock. Statistical analysis includes Coefficient of Variation (CV) calculation for stability assessment. System uptime: 99.8%. Operating cost: $0/month.

Live System:
- Dashboard: https://www.blstweb.jp/network/vpn/tokyo-vpn-speed-monitor/
- Source Code: https://github.com/hmy0210/vpn-stability-ranking
- VPN Leak Detection Tool: https://www.blstweb.jp/network/vpn/security-diagnosis/

Use Cases:
- VPN performance analysis and comparison
- Network performance research
- Time-series data analysis and forecasting
- Educational purposes in networking courses
- Benchmarking studies

License:
MIT License - Free to use for any purpose including commercial applications, research, and education.
DOI: 10.17632/hysp9jzg5h.2
title: Tokyo VPN Speed Monitor Dataset

description: This dataset contains 1950+ automated measurements of VPN performance from Tokyo, Japan, collected period in December 2025.

Key Features:
- 15 VPN providers tested
- Measurements every 6 hours (4 times per day)
- Time-series data from early December 2025
- Statistical analysis with Coefficient of Variation (CV) for stability assessment

Data Collection Period:
- Start: Early December 2025
- Total measurements: 1950+ records

Data Format:
The CSV file contains the following columns:
- Timestamp
- VPN Service
- Download (Mbps)
- Upload (Mbps)
- Ping (ms)
- Instant Stability
- Reliability (%)
- Overall Score
- Rank

Methodology:
Automated testing using Google Apps Script deployed on Google's free tier infrastructure. All measurements are performed from Tokyo, Japan, with testing occurring every 6 hours around the clock. Statistical analysis includes Coefficient of Variation (CV) calculation for stability assessment. System uptime: 99.8%. Operating cost: $0/month.

Live System:
- Dashboard: https://www.blstweb.jp/network/vpn/tokyo-vpn-speed-monitor/
- Source Code: https://github.com/hmy0210/vpn-stability-ranking
- VPN Leak Detection Tool: https://www.blstweb.jp/network/vpn/security-diagnosis/

Use Cases:
- VPN performance analysis and comparison
- Network performance research
- Time-series data analysis and forecasting
- Educational purposes in networking courses
- Benchmarking studies

License:
MIT License - Free to use for any purpose including commercial applications, research, and education.
DOI: 10.15468/dl.3d4bbv
title: Occurrence Download

description: A dataset containing 1519 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Etheostoma parvipinne"
 ]
}

 The dataset includes 1519 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009418-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18247509
title: Baccharis orgyalis 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.18247510
title: Baccharis orgyalis 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: 10.17632/2hbpz3sczx
title: camellia oleifrea dataset

description: A Camellia oleifera fruit dataset captured at the Dagou Oil Tea Base in Wangcheng District, Changsha, Hunan Province, for fruit recognition and harvesting.
DOI: 10.17632/2hbpz3sczx.1
title: camellia oleifrea dataset

description: A Camellia oleifera fruit dataset captured at the Dagou Oil Tea Base in Wangcheng District, Changsha, Hunan Province, for fruit recognition and harvesting.
DOI: 10.17632/g32657dk2w
title: Original western blot data for: [Porcine IRF2 suppresses the cGAS-STING mediated antiviral IFN signaling by competing IRF3 for binding to the IFN promoter]

description: This dataset contains the original, uncropped western blot images supporting all figures in the manuscript titled ‘[Porcine IRF2 suppresses the cGAS-STING mediated antiviral IFN signaling by competing IRF3 for binding to the IFN promoter]’. For each figure panel, the corresponding raw files are provided.
DOI: 10.17632/g32657dk2w.2
title: Original western blot data for: [Porcine IRF2 suppresses the cGAS-STING mediated antiviral IFN signaling by competing IRF3 for binding to the IFN promoter]

description: This dataset contains the original, uncropped western blot images supporting all figures in the manuscript titled ‘[Porcine IRF2 suppresses the cGAS-STING mediated antiviral IFN signaling by competing IRF3 for binding to the IFN promoter]’. For each figure panel, the corresponding raw files are provided.
DOI: 10.17632/x95b37z2vy
title: Smart Home Intrusion Detection Dataset

description: This is a smart home intrusion detection dataset captured under normal operation as well as from seven different multi-stage attack scenarios that can arise in a smart home environment that hosts end devices of heterogeneous nature.
DOI: 10.15468/dl.thadbm
title: Occurrence Download

description: A dataset containing 352 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Abramis brama",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1930",
 "Year is less than or equal to 1934"
 ]
}

 The dataset includes 352 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009420-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/x95b37z2vy.1
title: Smart Home Intrusion Detection Dataset

description: This is a smart home intrusion detection dataset captured under normal operation as well as from seven different multi-stage attack scenarios that can arise in a smart home environment that hosts end devices of heterogeneous nature.
DOI: 10.15468/dl.q42sk2
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"USA.34.82_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 16 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009421-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/dds7tp65bd
title: sic1 mutation leads to rDNA instability by partial duplication with SIR4

description: Raw data for the paper "sic1 mutation leads to rDNA instability by partial duplication with SIR4"
DOI: 10.17632/dds7tp65bd.1
title: sic1 mutation leads to rDNA instability by partial duplication with SIR4

description: Raw data for the paper "sic1 mutation leads to rDNA instability by partial duplication with SIR4"
DOI: 10.17632/3gsjzd78n2
title: Epidemiological and clinical characteristics of laboratory-confirmed Yezo virus infections in tick-bitten humans in China, 2023–2025: A prospective observational study

description: Yezo virus (YEZV) is an emerging tick-borne nairovirus first identified in Japan in 2021. Following the initial case in the Daxing’an Mountains (DXAM) of northeastern China, no additional cases were reported until this study. Here, we characterize the epidemiological and clinical features of YEZV infection in the DXAM region and examine the genetic evolution and transmission dynamics of circulating strains. Between April and September 2023–2025, 4,213 individuals with tick bites were enrolled, of whom 16 tested positive for YEZV. All patients presented with fever; headache, cough, gastrointestinal symptoms, and neurological manifestations occurred in 62.5%, 43.8%, 56.3%, and 25.0% of cases, respectively. At admission, 50.0% exhibited abnormal white blood cell counts and 62.5% had elevated aspartate aminotransferase levels. Phylogenetic analysis revealed no distinct geographic clustering of YEZV strains. Three recombination and ten reassortment events were identified, including three involving both Japanese and Chinese strains. These findings demonstrate that YEZV has become endemic in northeastern China and strongly support the implementation of routine YEZV testing in tick-bitten patients within Ixodes persulcatus–endemic regions.
DOI: 10.17632/3gsjzd78n2.1
title: Epidemiological and clinical characteristics of laboratory-confirmed Yezo virus infections in tick-bitten humans in China, 2023–2025: A prospective observational study

description: Yezo virus (YEZV) is an emerging tick-borne nairovirus first identified in Japan in 2021. Following the initial case in the Daxing’an Mountains (DXAM) of northeastern China, no additional cases were reported until this study. Here, we characterize the epidemiological and clinical features of YEZV infection in the DXAM region and examine the genetic evolution and transmission dynamics of circulating strains. Between April and September 2023–2025, 4,213 individuals with tick bites were enrolled, of whom 16 tested positive for YEZV. All patients presented with fever; headache, cough, gastrointestinal symptoms, and neurological manifestations occurred in 62.5%, 43.8%, 56.3%, and 25.0% of cases, respectively. At admission, 50.0% exhibited abnormal white blood cell counts and 62.5% had elevated aspartate aminotransferase levels. Phylogenetic analysis revealed no distinct geographic clustering of YEZV strains. Three recombination and ten reassortment events were identified, including three involving both Japanese and Chinese strains. These findings demonstrate that YEZV has become endemic in northeastern China and strongly support the implementation of routine YEZV testing in tick-bitten patients within Ixodes persulcatus–endemic regions.
DOI: 10.17632/s7t2d6h539
title: Intensive management redirects litter decomposition in subtropical bamboo plantations

description: The first column shows the sampling time, the second column shows the treatment, and the rest are the data involved in the experiment.
DOI: 10.17632/s7t2d6h539.1
title: Intensive management redirects litter decomposition in subtropical bamboo plantations

description: The first column shows the sampling time, the second column shows the treatment, and the rest are the data involved in the experiment.
DOI: 10.5281/zenodo.18247516
title: Baccharis oxyodonta 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: 10.17632/pdjjyvbr65
title: Biotic mediation of mineral-associated organic carbon vulnerability in dryland subsoils

description: The dataset consists of a Data and an R code file.
The file R_code includes all code required for the manuscript. Any scripts,code, packages can be run using R version 4.4.0 (R Core Team, 2024).
DOI: 10.5281/zenodo.18247515
title: Baccharis oxyodonta 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: 10.17632/pdjjyvbr65.2
title: Biotic mediation of mineral-associated organic carbon vulnerability in dryland subsoils

description: The dataset consists of a Data and an R code file.
The file R_code includes all code required for the manuscript. Any scripts,code, packages can be run using R version 4.4.0 (R Core Team, 2024).
DOI: 10.17632/kyff4s55hy
title: qRT-PCR Primers and Supplementary Images for Melasma Study

description: This dataset contains supplementary materials for the study "Fractional Microneedle Radiofrequency Inhibits Melanin Metabolism, Microenvironmental Inflammation, and Senescent Fibroblasts in Melasma."

The dataset includes two files:

1. Excel file (Supplemental_online_material.xlsx): Contains forward and reverse primer sequences for 16 genes analyzed by quantitative real-time PCR (qRT-PCR).

Melanogenesis-related genes:
- Tyr (Tyrosinase)
- Mitf (Microphthalmia-associated transcription factor)
- Trp-1 (Tyrosinase-related protein 1)

Pro-melanogenic factors:
- Hgf (Hepatocyte growth factor)
- Scf (Stem cell factor)
- Gdf-15 (Growth differentiation factor 15)

Inflammation-related genes:
- Tlr-2 (Toll-like receptor 2)
- Tlr-4 (Toll-like receptor 4)
- Il-17 (Interleukin 17)
- Cox-2 (Cyclooxygenase 2)

Angiogenesis-related gene:
- Vegf (Vascular endothelial growth factor)

Photoaging-related genes:
- Mmp-1 (Matrix metallopeptidase 1)
- Mmp-2 (Matrix metallopeptidase 2)
- Mmp-3 (Matrix metallopeptidase 3)
- Mmp-9 (Matrix metallopeptidase 9)
- Collagen I

All primers were designed and synthesized by Shanghai Sangon Biotech Co., Ltd. for use with guinea pig (Cavia porcellus) tissue samples. These sequences correspond to the methods described in Section 2.6 (Quantitative Real-Time PCR) of the manuscript.

2. Word document (Supplemental_online_material.docx): Contains supplementary images for Figure 1, including 2 high-resolution photographs (1024×1280 pixels, JPEG format) showing the experimental setup and treatment areas on guinea pig dorsal skin.

File formats: 
- Microsoft Excel (.xlsx) - Primer sequences
- Microsoft Word (.docx) - Supplementary images for Figure 1

Species: Guinea pig (Cavia porcellus)
Total number of primer pairs: 16
Total number of supplementary images: 2
DOI: 10.17632/kyff4s55hy.1
title: qRT-PCR Primers and Supplementary Images for Melasma Study

description: This dataset contains supplementary materials for the study "Fractional Microneedle Radiofrequency Inhibits Melanin Metabolism, Microenvironmental Inflammation, and Senescent Fibroblasts in Melasma."

The dataset includes two files:

1. Excel file (Supplemental_online_material.xlsx): Contains forward and reverse primer sequences for 16 genes analyzed by quantitative real-time PCR (qRT-PCR).

Melanogenesis-related genes:
- Tyr (Tyrosinase)
- Mitf (Microphthalmia-associated transcription factor)
- Trp-1 (Tyrosinase-related protein 1)

Pro-melanogenic factors:
- Hgf (Hepatocyte growth factor)
- Scf (Stem cell factor)
- Gdf-15 (Growth differentiation factor 15)

Inflammation-related genes:
- Tlr-2 (Toll-like receptor 2)
- Tlr-4 (Toll-like receptor 4)
- Il-17 (Interleukin 17)
- Cox-2 (Cyclooxygenase 2)

Angiogenesis-related gene:
- Vegf (Vascular endothelial growth factor)

Photoaging-related genes:
- Mmp-1 (Matrix metallopeptidase 1)
- Mmp-2 (Matrix metallopeptidase 2)
- Mmp-3 (Matrix metallopeptidase 3)
- Mmp-9 (Matrix metallopeptidase 9)
- Collagen I

All primers were designed and synthesized by Shanghai Sangon Biotech Co., Ltd. for use with guinea pig (Cavia porcellus) tissue samples. These sequences correspond to the methods described in Section 2.6 (Quantitative Real-Time PCR) of the manuscript.

2. Word document (Supplemental_online_material.docx): Contains supplementary images for Figure 1, including 2 high-resolution photographs (1024×1280 pixels, JPEG format) showing the experimental setup and treatment areas on guinea pig dorsal skin.

File formats: 
- Microsoft Excel (.xlsx) - Primer sequences
- Microsoft Word (.docx) - Supplementary images for Figure 1

Species: Guinea pig (Cavia porcellus)
Total number of primer pairs: 16
Total number of supplementary images: 2
DOI: 10.17632/967gj8rn44
title: MDVRPDRL_Data

description: The 2D coordinates of depots and customer nodes are uniformly and randomly sampled within the square region of [0,1]×[0,1].
The cargo demand of a single customer is an integer between 1 and 9, which is generated by uniform random sampling with no additional constraints.
The vehicle capacity is dynamically matched with the customer size, with 20-customer instances corresponding to a capacity of 60, 50-customer instances corresponding to 150, and 100-customer instances corresponding to 300. Only two configurations of depots are supported, which are 2 depots or 3 depots, and only two configurations of vehicles per depot are supported, which are 2 vehicles or 3 vehicles.
The time window range is divided by customer size, with [0,10] for 20-customer instances, [0,20] for 50-customer instances, and [0,40] for 100-customer instances. The time window of a single customer includes a ready time and a due time, with the ready time uniformly sampled within the corresponding range. The duration of the time window is 1.0 to 5.0 units, and the due time does not exceed the upper limit of the time window for the corresponding customer size to ensure that the ready time is less than the due time.
Both the early arrival penalty factor and the late arrival penalty factor are uniformly and randomly generated within the interval [0,1], which are used to quantify the violation cost of soft time window constraints.
This dataset does not include the service time of customer nodes, and all distribution actions have no additional time consumption constraints.
DOI: 10.17632/967gj8rn44.1
title: MDVRPDRL_Data

description: The 2D coordinates of depots and customer nodes are uniformly and randomly sampled within the square region of [0,1]×[0,1].
The cargo demand of a single customer is an integer between 1 and 9, which is generated by uniform random sampling with no additional constraints.
The vehicle capacity is dynamically matched with the customer size, with 20-customer instances corresponding to a capacity of 60, 50-customer instances corresponding to 150, and 100-customer instances corresponding to 300. Only two configurations of depots are supported, which are 2 depots or 3 depots, and only two configurations of vehicles per depot are supported, which are 2 vehicles or 3 vehicles.
The time window range is divided by customer size, with [0,10] for 20-customer instances, [0,20] for 50-customer instances, and [0,40] for 100-customer instances. The time window of a single customer includes a ready time and a due time, with the ready time uniformly sampled within the corresponding range. The duration of the time window is 1.0 to 5.0 units, and the due time does not exceed the upper limit of the time window for the corresponding customer size to ensure that the ready time is less than the due time.
Both the early arrival penalty factor and the late arrival penalty factor are uniformly and randomly generated within the interval [0,1], which are used to quantify the violation cost of soft time window constraints.
This dataset does not include the service time of customer nodes, and all distribution actions have no additional time consumption constraints.