cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.15401113
title: Global Agriculture Nets Market 2025 To 2034

description: Agriculture Nets Market Size, Trends and Insights By Material (Natural fibers, Synthetic fibers), By Type (Nonwoven , Knitted, Woven, Others), By End User (Shade net, Antihail nets, Mulch net, Anti insect nets , fishing net, packing net, Others), and By Region - Global Industry Overview, Statistical Data, Competitive Analysis, Share, Outlook, and Forecast 2025-2034.

Reports Description

According to a research study published by Custom Market Insights (CMI), The global agriculture nets market presented a growth of USD 11.15 billion by 2025 and is expected to hit around USD 19.37 billion by 2034 with a growth rate of 6.33% by the end of 2034.

Farming gets more money as consumer demand rises, one of the main factors driving the market for agricultural nets has emerged as its ability to help increase soil and crop productivity in order to fulfill the population’s increasing needs. In order to meet the growing demand for food goods from people across the world and to increase foreign reserves, the government has helped the agriculture sector by establishing a number of facilities that will aid in boosting the production and supply of food materials.

For more information, DOWNLOAD FREE SAMPLE Now at https://www.custommarketinsights.com/request-for-free-sample/?reportid=18000
DOI: 10.15468/dl.5j9pb9
title: Occurrence Download

description: A dataset containing 1810 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Machine Observation, Human Observation, Occurrence evidence)",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Otus sunia (Hodgson, 1836)"
 ]
}

 The dataset includes 1810 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029640-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15401060
title: Synthetic Triathlete Dataset for Injury Prediction Research (2024)

description: This dataset contains synthetic data for 1,000 triathletes over the year 2024 and is intended for use in injury prediction and athlete monitoring research. The data was generated to reflect realistic patterns observed in endurance athletes, while maintaining full privacy through synthetic generation techniques.

The dataset includes three CSV files:





athletes.csv – Contains static demographic and profile information for each synthetic athlete (e.g., age, gender, training background).




daily_data.csv – Daily physiological and biometric readings collected via simulated wearable devices (e.g., heart rate, HRV, sleep).




activity_data.csv – Timestamped records of individual training sessions (e.g., type, intensity, duration), each linked to an athlete ID.



The dataset spans January 1, 2024 to December 31, 2024 and includes 366,000 daily records and 384,153 activity sessions. It is suitable for research on injury prediction, workload modeling, recovery analysis, and personalized training optimization.

Citation: Please cite this dataset as:Rossi Leonardo. (2025). Synthetic Triathlete Dataset for Injury Prediction Research (2024). Zenodo. https://doi.org/10.5281/zenodo.15401061
DOI: 10.5281/zenodo.15401061
title: Synthetic Triathlete Dataset for Injury Prediction Research (2024)

description: This dataset contains synthetic data for 1,000 triathletes over the year 2024 and is intended for use in injury prediction and athlete monitoring research. The data was generated to reflect realistic patterns observed in endurance athletes, while maintaining full privacy through synthetic generation techniques.

The dataset includes three CSV files:





athletes.csv – Contains static demographic and profile information for each synthetic athlete (e.g., age, gender, training background).




daily_data.csv – Daily physiological and biometric readings collected via simulated wearable devices (e.g., heart rate, HRV, sleep).




activity_data.csv – Timestamped records of individual training sessions (e.g., type, intensity, duration), each linked to an athlete ID.



The dataset spans January 1, 2024 to December 31, 2024 and includes 366,000 daily records and 384,153 activity sessions. It is suitable for research on injury prediction, workload modeling, recovery analysis, and personalized training optimization.

Citation: Please cite this dataset as:Rossi Leonardo. (2025). Synthetic Triathlete Dataset for Injury Prediction Research (2024). Zenodo. https://doi.org/10.5281/zenodo.15401061
DOI: 10.15468/dl.dr5m38
title: Occurrence Download

description: A dataset containing 343 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is China",
 "Geometry POLYGON((86.35277 24.24421,122.64723 24.24421,122.64723 38.75579,86.35277 38.75579,86.35277 24.24421))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Poecile davidi Berezowski & Bianchi, 1891"
 ]
}

 The dataset includes 343 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029644-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.966pft
title: Occurrence Download

description: A dataset containing 234681 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Loxia leucoptera J.F.Gmelin, 1789",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 234681 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029638-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b9fakz
title: Occurrence Download

description: A dataset containing 67 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Ormosia balansae Drake"
 ]
}

 The dataset includes 67 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029643-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.chu6f5
title: Occurrence Download

description: A dataset containing 8681 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is BTN",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Suncus murinus (Linnaeus, 1766), Streptopelia decaocto (Frivaldszky, 1838), Salmo trutta Linnaeus, 1758, Pycnonotus jocosus (Linnaeus, 1758), Psittacula krameri (Scopoli, 1769), Oreochromis mossambicus (Peters, 1852), Oncorhynchus mykiss (Walbaum, 1792), Macaca mulatta (Zimmermann, 1780), Labeo rohita (Hamilton, 1822), Hypophthalmichthys nobilis (Richardson, 1845), Hypophthalmichthys molitrix (Valenciennes, 1844), Gallus gallus (Linnaeus, 1758), Erythrura gouldiae (Gould, 1844), Cyprinus carpio Linnaeus, 1758, Ctenopharyngodon idella (Valenciennes, 1844), Corvus splendens Vieillot, 1817, Columba livia J.F.Gmelin, 1789, Clarias gariepinus (Burchell, 1822), Cirrhinus cirrhosus (Bloch, 1795), Catla catla (Hamilton, 1822), Anas platyrhynchos Linnaeus, 1758)"
 ]
}

 The dataset includes 8681 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029645-250426092105405/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.29062361
title: PRPSA Fiji study data 2025

description: This data is from a mixed-methods study that investigated the factors causing oral presentation anxiety in Fijian English as an Additional Language undergraduates enrolled in an English for Academic Purposes course. The Excel file is the survey results for participants (N = 60) completing the Personal Report of Public Speaking Anxiety (PRPSA) questionnaire. The Word file is the thematic analyses for in-depth follow-up interviews that were conducted with a selected group of students (n = 8) who had high and low oral presentation anxiety levels to explore the underlying causes of their oral presentation anxiety.
DOI: 10.15468/dl.mnw2y4
title: Occurrence Download

description: A dataset listing the 30315 species recorded in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bacteria"
 ]
}

 The dataset's 30315 records were derived from 2285 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012001-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s9p53z
title: Occurrence Download

description: A dataset containing 6704 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Perognathus flavus Baird, 1855",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 6704 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002418-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e230122
title: The relationship of school modality with stress and mental health during the COVID-19 pandemic: Variation across sociodemographic groups

description: The
Covid-19 pandemic and school closures adversely affected adolescents’ mental
health and wellbeing, with the weight of evidence indicating worse outcomes for
students attending school remotely or in hybrid modality compared to fully
in-person. We leverage survey data from the Adolescent Brain and Cognitive
DevelopmentSM Study (ABCD Studyâ) collected from 6,245 adolescents (mean
age = 13.2) during the 2020-2021 school year to investigate the moderating
effects of race/ethnicity, household income, and neighborhood disadvantage on
the relationship between 2020-2021 school modality and outcomes including perceived
stress, sadness, and positive affect. For relatively-advantaged students, our
results corroborate prior findings that students in remote or hybrid schooling
report worse mental health outcomes than students who attended fully in-person.
However, this pattern between schooling modality and mental health disappears
or reverses for relatively-disadvantaged students. Given substantial
within-group variation, these findings underscore the importance of considering
varied student needs in developing mental health supports.
description: Response Rates: varies by survey administration -- see paper
description: participants recruited through probability sample of elementary schools within 50 miles of the 21 study sites at the study's outset in 2016-2017.
description: US adolescents during Covid-19.
DOI: 10.3886/e230122v1
title: The relationship of school modality with stress and mental health during the COVID-19 pandemic: Variation across sociodemographic groups

description: The
Covid-19 pandemic and school closures adversely affected adolescents’ mental
health and wellbeing, with the weight of evidence indicating worse outcomes for
students attending school remotely or in hybrid modality compared to fully
in-person. We leverage survey data from the Adolescent Brain and Cognitive
DevelopmentSM Study (ABCD Studyâ) collected from 6,245 adolescents (mean
age = 13.2) during the 2020-2021 school year to investigate the moderating
effects of race/ethnicity, household income, and neighborhood disadvantage on
the relationship between 2020-2021 school modality and outcomes including perceived
stress, sadness, and positive affect. For relatively-advantaged students, our
results corroborate prior findings that students in remote or hybrid schooling
report worse mental health outcomes than students who attended fully in-person.
However, this pattern between schooling modality and mental health disappears
or reverses for relatively-disadvantaged students. Given substantial
within-group variation, these findings underscore the importance of considering
varied student needs in developing mental health supports.
description: Response Rates: varies by survey administration -- see paper
description: participants recruited through probability sample of elementary schools within 50 miles of the 21 study sites at the study's outset in 2016-2017.
description: US adolescents during Covid-19.
DOI: 10.6073/pasta/15701e29b32a58e01d2ae992a1cf11cb
title: SBC LTER: Reef: Seasonal Kelp Forest Community Dynamics: Invertebrate and algal density

description: These data describe the abundance of common reef associated
 species of macro invertebrates and macroalgae within permanent
 plots of SBCLTER's seasonal kelp forest monitoring program to
 track long-term patterns in species abundance and diversity. The
 number of individuals of approximately 50 taxa were recorded by
 divers along 40 m transects within each plot. Small species of
 macroalgae and macinvertebrates were counted within six permanent
 1 m2 quadrats positioned uniformly
 along the 40 m transect, while larger species were counted within
 four contiguous 20 m2 sub-sections of
 each 40 m x 2 m transect. Also included at the quadrat scale are
 estimates of an average size-related measurement of each species,
 which was developed specifically for each species for the purpose
 of estimating its biomass. The experiment was initiated in 2008 at
 five reef sites along the mainland coast of the Santa Barbara
 Channel.
DOI: 10.15468/dl.p56qdq
title: Occurrence Download

description: A dataset containing 220 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alauda leucoptera Pallas, 1811",
 "HasCoordinate is true",
 "Year is greater than 1989",
 "Year is less than 2026",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is Absent"
 ]
 }
 },
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 220 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002420-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wk57vn
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Hesperelaea A.Gray"
 ]
}

 The dataset includes 8 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002421-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7fbhhp
title: Occurrence Download

description: A dataset containing 1742 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Perognathus flavescens Merriam, 1889",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 1742 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002422-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g96bkr
title: Occurrence Download

description: A dataset containing 3856 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Alaudala rufescens (Vieillot, 1819)",
 "HasCoordinate is true",
 "Year is greater than 1989",
 "Year is less than 2026",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is Absent"
 ]
 }
 },
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 3856 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002423-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sypfyd
title: Occurrence Download

description: A dataset containing 146 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vulpes vulpes flavescens J.E.Gray, 1843"
 ]
}

 The dataset includes 146 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002425-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15446483
title: lutjanus_biguttatus_zanfona_1.fasta.gz
DOI: 10.5281/zenodo.15446484
title: lutjanus_biguttatus_zanfona_1.fasta.gz
DOI: 10.15468/dl.48gfcf
title: Occurrence Download

description: A dataset containing 20108 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Dipodomys ordii Woodhouse, 1853",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 20108 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002426-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15446429
title: Synthetic Healthcare Analytics Dataset

description: This dataset was synthetically generated using ChatGPT by OpenAI for healthcare analytics research purposes. It includes 5,000 rows of anonymized records with information such as patient demographics, hospital admissions, treatment cost, insurance coverage, patient satisfaction, and clinical outcomes.
DOI: 10.5281/zenodo.15446430
title: Synthetic Healthcare Analytics Dataset

description: This dataset was synthetically generated using ChatGPT by OpenAI for healthcare analytics research purposes. It includes 5,000 rows of anonymized records with information such as patient demographics, hospital admissions, treatment cost, insurance coverage, patient satisfaction, and clinical outcomes.
DOI: 10.15468/dl.94hhfu
title: Occurrence Download

description: A dataset containing 10918 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Onychomys leucogaster (Wied-Neuwied, 1841)",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 10918 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002428-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dy3zng
title: Occurrence Download

description: A dataset containing 18705 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Reithrodontomys megalotis (Baird, 1857)",
 "Year is greater than or equal to 1950",
 {
 "or" : [
 "GadmGid is USA",
 "GadmGid is CAN",
 "GadmGid is MEX"
 ]
 }
 ]
}

 The dataset includes 18705 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002430-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15445851
title: Table 2. Average uncorrected p in Two new skinks of the genus Scincella Mittleman, 1950 (Squamata: Scincidae) from southern Vietnam

description: Table 2. Average uncorrected p-distance (%) in COI between and within species of Scincella Mittleman, 1950 used in this study. Mean uncorrected interspecific p-distances are given on the diagonal.
Species123456789101112131. Scincella honbaensis sp. nov.–2. Scincella auranticaudata sp. nov.19.60.33. S. badenensis19.09.40.04. S. baraensis19.419.118.80.15. S. doriae16.718.519.016.60.76. S. melanosticta19.418.519.218.918.90.67. S. modesta18.619.519.521.617.221.50.28. S. nigrofasciata17.812.410.719.017.620.018.22.39. S. ochracea20.920.420.721.023.121.422.420.5–10. S. ouboteri19.019.220.020.221.621.922.119.98.80.311. S. potanini18.419.118.819.017.019.016.317.521.420.70.312.. S. reevesii20.920.821.020.522.622.521.621.209.610.420.00.013. S. cf. rupicola20.818.017.621.020.322.122.117.122.121.518.820.72.914. S. rufocaudata19.010.812.420.419.619.719.414.020.820.017.121.319.315. S. wangyuezhaoi19.418.018.020.619.220.417.617.322.021.816.622.418.4
description: Published as part of Nguyen, Sang Ngoc, Nguyen, Luan Thanh, Le, Manh Van, Nguyen, Vu Dang Hoang, Phan, Khanh Duy, Vo, Thi-Dieu-Hien, Murphy, Robert W. & Che, Jing, 2025, Two new skinks of the genus Scincella Mittleman, 1950 (Squamata: Scincidae) from southern Vietnam, pp. 273 in European Journal of Taxonomy 989 on page 273, DOI: 10.5852/ejt.2025.989.2899, http://zenodo.org/record/15437761