cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.7813302
title: GlobPOP: A 31-year (1990-2020) global gridded population dataset (Version 1.0-test-alpha)

description: Data Update Notice

This version is not recommended for download. Please check the newest version.

Introduction

Continuously monitoring global population spatial dynamics is essential for implementing effective policies related to sustainable development, such as epidemiology, urban planning, and global inequality. 

Here, we present GlobPOP, a new continuous global gridded population product with a high-precision spatial resolution of 30 arcseconds from 1990 to 2020. Our data-fusion framework is based on cluster analysis and statistical learning approaches, which intends to fuse the existing five products(Global Human Settlements Layer Population (GHS-POP), Global Rural Urban Mapping Project (GRUMP), Global Grid Population version 4 (GPWv4), LandScan Population dataset and WorldPop dataset)to a new continuous global gridded population (GlobPOP). The spatial validation results demonstrate that the GlobPOP dataset is highly accurate.

With the availability of GlobPOP dataset in both population count and population density formats, researchers and policymakers can leverage our dataset to conduct time-series analysis of population and explore the spatial patterns of population development at various scales, ranging from national to city level.

The product is produced in 30 arc-seconds resolution(approximately 1km in equator) and is made available in GeoTIFF format. There are two population formats, one is the 'Count'(Population count per grid) and another is the 'Density'(Population count per square kilometer each grid)

Each GeoTIFF filename has 5 fields that are separated by an underscore "_". A filename extension follows these fields. The fields are described below with the example filename:

GlobPOP_Count_30arc_1990_I32  

Field 1: GlobPOP(Global gridded population)Field 2: Pixel unit is population "Count" or population "Density"Field 3: Spatial resolution is 30 arc secondsField 4: Year "1990"Field 5: Data type is I32(Int 32) or F32(Float32)
description: This research was supported by the Special Project of Science and Technology Basic Resources Survey, Ministry of Science and Technology of China (2019FY202502).
DOI: 10.15468/dl.yf65c8
title: Occurrence Download

description: A dataset containing 17118 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Chelone glabra"
 ]
}

 The dataset includes 17118 records from 132 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035872-250802193616735/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.29879807
title: Supplementary Material for: SPARKS AND SCARS: A CASE SERIES ON FIRECRACKER OCULAR INJURIES DURING DIWALI

description: Introduction:
Diwali, a widely celebrated festival across India, is traditionally associated with the extensive use of fireworks. While fireworks add to the festive atmosphere, they pose significant safety risks, particularly to the eyes. Firework-induced ocular injuries range from minor burns to severe trauma, often resulting in lasting visual impairment. This case series examines the range of ocular injuries observed during Diwali, their clinical outcomes, and highlights preventive measures to address this ongoing public health concern.

Case Presentation(s):
This retrospective case series includes patients who presented with firework-related ocular injuries at a tertiary eye care center during November 2024, within a week of the Diwali festival. Comprehensive patient histories were documented, followed by detailed ocular examinations. Data collected included injury mechanisms, clinical findings, and treatments administered. The age of the patients ranged from 7 to 35 years, with a predominance of closed-globe injuries (5 out of 6 cases), while one case was involved in an open-globe injury. Injuries were categorized using the Birmingham Eye Trauma Terminology (BETT) into open-globe and closed-globe injuries and classified according to the Ocular Trauma Scoring System (OTSS). Surgical intervention was required in two cases (33%), primarily involving more severe injuries such as conjunctival-scleral tears and traumatic cataracts.

Conclusion:
Firework-related ocular injuries during Diwali remain a pressing public health issue, especially for children and bystanders. Although timely medical intervention can improve visual outcomes, severe injuries often result in irreversible vision loss. It is imperative to raise public awareness about firework safety, encourage the use of protective eyewear, and enforce stricter regulations on firework usage. Manufacturers should be mandated to produce safer, less hazardous fireworks. Additionally, directives for registering ocular injury cases at hospitals should be implemented to better understand and address this preventable problem.
DOI: 10.6084/m9.figshare.29879807.v1
title: Supplementary Material for: SPARKS AND SCARS: A CASE SERIES ON FIRECRACKER OCULAR INJURIES DURING DIWALI

description: Introduction:
Diwali, a widely celebrated festival across India, is traditionally associated with the extensive use of fireworks. While fireworks add to the festive atmosphere, they pose significant safety risks, particularly to the eyes. Firework-induced ocular injuries range from minor burns to severe trauma, often resulting in lasting visual impairment. This case series examines the range of ocular injuries observed during Diwali, their clinical outcomes, and highlights preventive measures to address this ongoing public health concern.

Case Presentation(s):
This retrospective case series includes patients who presented with firework-related ocular injuries at a tertiary eye care center during November 2024, within a week of the Diwali festival. Comprehensive patient histories were documented, followed by detailed ocular examinations. Data collected included injury mechanisms, clinical findings, and treatments administered. The age of the patients ranged from 7 to 35 years, with a predominance of closed-globe injuries (5 out of 6 cases), while one case was involved in an open-globe injury. Injuries were categorized using the Birmingham Eye Trauma Terminology (BETT) into open-globe and closed-globe injuries and classified according to the Ocular Trauma Scoring System (OTSS). Surgical intervention was required in two cases (33%), primarily involving more severe injuries such as conjunctival-scleral tears and traumatic cataracts.

Conclusion:
Firework-related ocular injuries during Diwali remain a pressing public health issue, especially for children and bystanders. Although timely medical intervention can improve visual outcomes, severe injuries often result in irreversible vision loss. It is imperative to raise public awareness about firework safety, encourage the use of protective eyewear, and enforce stricter regulations on firework usage. Manufacturers should be mandated to produce safer, less hazardous fireworks. Additionally, directives for registering ocular injury cases at hospitals should be implemented to better understand and address this preventable problem.
DOI: 10.15468/dl.f7jhm6
title: Occurrence Download

description: A dataset containing 710 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "HasCoordinate is TRUE",
 "TaxonKey is one of (Enhalus acoroides, Thalassia hemprichii, Halophila ovalis)"
 ]
}

 The dataset includes 710 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035873-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16791935
title: Global DevOps Platform Market 2025 To 2034

description: DevOps Platform Market Size, Trends and Insights By Type (Solutions, Services), By Organization Size (Large Enterprises, Medium-Sized Enterprises, Small-Sized Enterprises), By Tools (Development Tools, Testing Tools, Operation Tools), By Industry Vertical (Telecommunications and Information Technology Enabled Services (ITES), Banking, Financial Services, and Insurance (BFSI), Retail, Manufacturing, Healthcare, Government and Public Sector, Others), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025 – 2034.

Reports Description

As per the DevOps platform Market analysis conducted by the CMI Team, the global DevOps platform Market is expected to record a CAGR of 22.2% from 2025 to 2034. In 2025, the market size is projected to reach a valuation of USD 16.97 Billion. By 2034, the valuation is anticipated to reach USD 103.21 Billion.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=72218
DOI: 10.5281/zenodo.16791936
title: Global DevOps Platform Market 2025 To 2034

description: DevOps Platform Market Size, Trends and Insights By Type (Solutions, Services), By Organization Size (Large Enterprises, Medium-Sized Enterprises, Small-Sized Enterprises), By Tools (Development Tools, Testing Tools, Operation Tools), By Industry Vertical (Telecommunications and Information Technology Enabled Services (ITES), Banking, Financial Services, and Insurance (BFSI), Retail, Manufacturing, Healthcare, Government and Public Sector, Others), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025 – 2034.

Reports Description

As per the DevOps platform Market analysis conducted by the CMI Team, the global DevOps platform Market is expected to record a CAGR of 22.2% from 2025 to 2034. In 2025, the market size is projected to reach a valuation of USD 16.97 Billion. By 2034, the valuation is anticipated to reach USD 103.21 Billion.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=72218
DOI: 10.15468/dl.3f49mh
title: Occurrence Download

description: A dataset containing 499 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Synodus evermanni"
 ]
}

 The dataset includes 499 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035874-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15222888
title: The climatic factors data of Siling Co basin during 1988-2020

description: The dataset of the climatic factors in Siling Co basin during 1988-2020 for random forest model
DOI: 10.5281/zenodo.15223373
title: The climatic factors data of Siling Co basin during 1988-2020

description: The dataset of the climatic factors in Siling Co basin during 1988-2020 for random forest model
DOI: 10.15468/dl.ne6xv8
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Camellia lipingensis"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035876-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.skt7jh
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ABX9974"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035875-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.16791832
title: DATASET FOR MSc DISSERTATION – A SURVEY OF ARTIFICIAL INTELLIGENCE AND PREDICTIVE MODELLING TECHNIQUES FOR REAL-TIME ANTI-POACHING MONITORING

description: The dataset contains outputs from the systematic literature review (SLR), including 46 peer-reviewed papers, related reference materials, and data on SMART and PAWS systems. It also includes raw data from field data collection and analysis, relevant permits and consent forms, and supplementary reference papers that informed the study. Additionally, the dataset incorporates PRISMA documentation outlining the screening and selection process, providing a complete and transparent foundation for the research on AI-based real-time anti-poaching monitoring.
DOI: 10.5281/zenodo.16791833
title: DATASET FOR MSc DISSERTATION – A SURVEY OF ARTIFICIAL INTELLIGENCE AND PREDICTIVE MODELLING TECHNIQUES FOR REAL-TIME ANTI-POACHING MONITORING

description: The dataset contains outputs from the systematic literature review (SLR), including 46 peer-reviewed papers, related reference materials, and data on SMART and PAWS systems. It also includes raw data from field data collection and analysis, relevant permits and consent forms, and supplementary reference papers that informed the study. Additionally, the dataset incorporates PRISMA documentation outlining the screening and selection process, providing a complete and transparent foundation for the research on AI-based real-time anti-poaching monitoring.
DOI: 10.15468/dl.z8phgq
title: Occurrence Download

description: A dataset containing 362 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "HasCoordinate is TRUE",
 "TaxonKey is one of (Cephalomanes)"
 ]
}

 The dataset includes 362 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035878-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2mhnqk
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ABX9975"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035879-250802193616735/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.29447762.v1
title: <b>基因组测序 </b><b>毛壳菌</b><b> for Its Application in Biological Control</b>

description: 为了减少环境污染和农药残留，越来越多的真菌被用于生物防治。 Chaetomium globosum 是一种存在于植物、土壤、稻草和粪便中的真菌，该菌株是从红藻中分离出来的。使用双端 Illumina 技术对基因组 DNA 进行测序，得到球毛壳菌，长度为 33,107,708 个碱基对，包含 8,704 个注释蛋白编码基因。该基因组信息为球毛壳菌在生物防治中的应用
DOI: 10.5281/zenodo.16791954
title: Ateez Merch

description: Ateez is a South Korean boy band formed by KQ Entertainment. The group consists of eight members: Hongjoong, Seonghwa, Yunho, Yeosang, San, Mingi, Wooyoung and Jongho. They debuted on October 24, 2018, with the extended play Treasure EP.1: All to Zero. As of January 2025, Ateez have released eleven EPs, four studio albums, twenty-four singles and one single album in the Korean language, as well as two single albums, three EPs and two studio albums in the Japanese language. Shop Official Ateez Merch Now!Ateez MerchandiseAteez MerchAteez Merch Tour 2025Ateez Merch EuropeAteez Merch ConcertAteez Merch Us Tour 2025Official Ateez Merch StoreNew Ateez Merch ShopAteez Merch 2025Ateez Merch Long SleeveAteez Merch Women's TeeAteez Merch HoodieAteez Merch T ShirtAteez Merch Shirt#ateezmerch #ateezmerchandiseWebsite: https://ateezmerchs.com
DOI: 10.5281/zenodo.16791955
title: Ateez Merch

description: Ateez is a South Korean boy band formed by KQ Entertainment. The group consists of eight members: Hongjoong, Seonghwa, Yunho, Yeosang, San, Mingi, Wooyoung and Jongho. They debuted on October 24, 2018, with the extended play Treasure EP.1: All to Zero. As of January 2025, Ateez have released eleven EPs, four studio albums, twenty-four singles and one single album in the Korean language, as well as two single albums, three EPs and two studio albums in the Japanese language. Shop Official Ateez Merch Now!Ateez MerchandiseAteez MerchAteez Merch Tour 2025Ateez Merch EuropeAteez Merch ConcertAteez Merch Us Tour 2025Official Ateez Merch StoreNew Ateez Merch ShopAteez Merch 2025Ateez Merch Long SleeveAteez Merch Women's TeeAteez Merch HoodieAteez Merch T ShirtAteez Merch Shirt#ateezmerch #ateezmerchandiseWebsite: https://ateezmerchs.com
DOI: 10.15468/dl.x9j9kh
title: Occurrence Download

description: A dataset containing 1049 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Synodus poeyi"
 ]
}

 The dataset includes 1049 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035880-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fqwfmv
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "TaxonKey is Pterygoplichthys disjunctivus"
 ]
}

 The dataset includes 28 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035881-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y3gckz
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:AAF4586"
 ]
}

 The dataset includes 18 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035882-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18419/darus-4729
title: Sensitivity analyses and parameter fitting of biphasic articular cartilage model

description: This dataset contains a zip of the used program FEBio as well as all files and produced results for the investigations presented in &lt;a href="https://doi.org/10.1016/j.actbio.2025.07.043"&gt;Egli et al.&lt;/a&gt;. Therein, we combine experiments with sensitivity analyses (SAs) and simulations of a biphasic model of three boundary value problems (BVPs): uniaxial tension (UT), confined compression (CC) and biaxial tension (BT). &lt;br&gt;
The folders UT, CC and BT contain everything concerning the respective BVPs. I.e. all used python scripts, generated results and a readme.txt on where to find what and how to run it. &lt;br&gt;
The zip files &lt;a href="https://darus.uni-stuttgart.de/file.xhtml?fileId=361155"&gt;SA_UT&lt;/a&gt; and &lt;a href="https://darus.uni-stuttgart.de/file.xhtml?fileId=361156"&gt;SA_CC&lt;/a&gt; contain everything concerning the SAs on UT and CC. The corresponding instructions on how to run the SAs can be found in &lt;a href="https://darus.uni-stuttgart.de/file.xhtml?fileId=357559"&gt;readme_SA_CC.txt&lt;/a&gt; and &lt;a href="https://darus.uni-stuttgart.de/file.xhtml?fileId=357558"&gt;readme_SA_UT.txt&lt;/a&gt;. &lt;br&gt;
&lt;a href="https://darus.uni-stuttgart.de/file.xhtml?fileId=361153"&gt;readme_general.txt&lt;/a&gt; gives a short overview of what in this dataset contains what.
DOI: 10.5281/zenodo.16791963
title: Global Plastic Surgery Instruments Market 2025 To 2034

description: Plastic Surgery Instruments Market Size, Trends and Insights By Type (Handheld Instruments, Electrosurgical Instruments, Others), By Procedure (Cosmetic Surgery, Reconstructive Surgery), By End User (Hospitals, Dermatology Clinics, Others), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025 – 2034.

Reports Description

As per the Plastic Surgery Instruments Market analysis conducted by the CMI Team, the global Plastic Surgery Instruments Market is expected to record a CAGR of 8.6% from 2025 to 2034. In 2025, the market size is projected to reach a valuation of USD 1.73 Billion. By 2034, the valuation is anticipated to reach USD 3.62 Billion.

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DOI: 10.5281/zenodo.16791962
title: Global Plastic Surgery Instruments Market 2025 To 2034

description: Plastic Surgery Instruments Market Size, Trends and Insights By Type (Handheld Instruments, Electrosurgical Instruments, Others), By Procedure (Cosmetic Surgery, Reconstructive Surgery), By End User (Hospitals, Dermatology Clinics, Others), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025 – 2034.

Reports Description

As per the Plastic Surgery Instruments Market analysis conducted by the CMI Team, the global Plastic Surgery Instruments Market is expected to record a CAGR of 8.6% from 2025 to 2034. In 2025, the market size is projected to reach a valuation of USD 1.73 Billion. By 2034, the valuation is anticipated to reach USD 3.62 Billion.

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DOI: 10.15468/dl.xv9b5v
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is BOLD:ABX8000"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035883-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48612/msupe/6uhu-d1fd-nugn
title: Психофизиологические показатели адаптации к учебной нагрузке у первоклассников с разным функциональным состоянием полимодального восприятия
title: Психофизиологические показатели адаптации к учебной нагрузке у первоклассников с разным профилем полимодального восприятия
title: Психофизиологические показатели адаптации к школе у детей 7-8 лет с разным состоянием полимодального восприятия

description: Адаптационный процесс с началом обучения в школе требует мобилизации резервных сил ребенка. Не у всех первоклассников адаптация к школьному обучению протекает по норме, в течение 5-6 недель. Сроки формирования компенсаторно-приспособительных механизмов к учебной нагрузке зависят от  различных факторов, в том числе, от  достаточного созревания органов и систем организма, среди них важное значение имеет функциональное состояние полимодального восприятия, являющегося основой развития всех высших когнитивных функций, включая самые наивысшие из них (речь и вербальное мышление). Представлены данные исследования психофизиологических показателей и состояния полимодального восприятия у первоклассников к концу первой четверти обучения.
DOI: 10.15468/dl.q6p3aq
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "TaxonKey is Pterygoplichthys disjunctivus"
 ]
}

 The dataset includes 28 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035884-250802193616735/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.