cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18339183
title: Transposon Insertion Sequencing (TIS) Reads for Illumina based preparation methods.

description: Illumina sequencing reads were generated to evaluate four transposon insertion sequencing (TIS) library preparation protocols compatible with Illumina whole-genome sequencing (WGS) workflows, with the aim of maximising sequencing efficiency while minimising turnaround time and cost. These datasets comprise the raw reads used to assess each TIS library preparation method for both Tn5 and mairniner based transpoosn mutant libraries.
DOI: 10.15468/dl.syy8vn
title: Occurrence Download

description: A dataset containing 323124 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Agriades glandon, Agrodiaetus damon, Albulina orbitulus, Anthocharis euphenoides, Boloria napaea, Boloria pales, Boloria titania, Carcharodus lavatherae, Charaxes jasius, Coenonympha corinna, Colias phicomone, Elkalyce alcetas, Erebia alberganus, Erebia epiphron, Erebia melampus, Erebia meolans, Fabriciana niobe, Heteropterus morpheus, Hipparchia fagi, Lampides boeticus, Leptotes pirithous, Lysandra hispana, Melanargia occitanica, Melitaea phoebe, Parnassius apollo, Parnassius mnemosyne, Polyommatus eros, Pyrgus armoricanus, Pyrgus malvoides, Thymelicus acteon)",
 "Geometry POLYGON ((-4.7625 41.38491, 9.556445 41.38491, 9.556445 51.09712, -4.7625 51.09712, -4.7625 41.38491))",
 "HasCoordinate is true",
 "BasisOfRecord is Human Observation",
 "CoordinateUncertaintyInMeters is less than 5000"
 ]
}

 The dataset includes 323124 records from 1621 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007265-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fxs2sb
title: Occurrence Download

description: A dataset containing 5213518 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Falco sparverius Linnaeus, 1758"
 ]
}

 The dataset includes 5213518 records from 626 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009759-250515123054153/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.29203958
title: just for test

description: this item is for test
DOI: 10.6084/m9.figshare.29203958.v2
title: just for test

description: this item is for test
DOI: 10.6084/m9.figshare.29203958.v1
title: SATD priority ASE2025

description: The code and data used in the ASE 2025 submitted paper
DOI: 10.15468/dl.ja8t22
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Epipremnum pinnatum (L.) Engl.",
 "Country is Myanmar"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010728-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48573/2wh9-7v59
title: Surface Groups Thailand 1984-2021
DOI: 10.48573/rg7x-jv33
title: Surface Groups Thailand 1984-2021
DOI: 10.15468/dl.e9n8jj
title: Occurrence Download

description: A dataset containing 494 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Canada",
 "Country is Canada"
 ]
 },
 "TaxonKey is one of (Stuckenia vaginata (Magnin) Holub)"
 ]
}

 The dataset includes 494 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001551-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48573/xk1s-4788
title: Surface Groups Zimbabwe 1984-2021
DOI: 10.48573/c4wb-6e83
title: Surface Groups Zimbabwe 1984-2021
DOI: 10.18150/viffb4
title: Wpływ etapu laktacji na zawartość czynników neurotropowych w mleku ludzkim

description: Human milk is a complex body fluid that provides a variety of components necessary for the proper growth and development of the baby, including: macro- and microelements, immunomodulating components, trophic factors, hormones, enzymes, oligosaccharides and microorganisms. Due to its unique composition that changes during lactation, breast milk ensures the proper growth and development of the child not only in the neonatal period, but also in infancy. Neurotrophic factors such as neurotrophin 3 (NT-3), ciliary neurotrophic factor (CNTF), nerve growth factor (NGF) and leptin have a significant impact on the infant’s development. They regulate the survival, differentiation and maturation of new neurons, the growth of axons and the survival of existing neurons and those involved in the formation of synapses, both in prenatal, neonatal life. A very important component of human milk is leptin, whose action is multidirectional. First of all, it regulates the feeling of satiety and hunger, interoperating with, among others, neurotrophic factors. Together with other adipokines, it influences the nutritional programming of newborns and infants. Leptin secretion is regulated by neurotrophic factors.
DOI: 10.15468/dl.p9zf35
title: Occurrence Download

description: A dataset containing 176 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 Leymus chinensis (Trin.) Tzvelev",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 176 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009950-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.exmnbz
title: Occurrence Download

description: A dataset containing 2896 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Dicksonia sellowiana"
 ]
}

 The dataset includes 2896 records from 190 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008003-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gw9mtp
title: Occurrence Download

description: A dataset containing 558242 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "MediaType is Image",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 558242 records from 209 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007955-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dd.r29be6
title: Occurrence in Guangdong (2010, 2015 and 2020)

description: This derived dataset is based on occurrence records downloaded from GBIF for Guangdong Province, China. It includes all available occurrence records within the provincial boundary for three snapshot years: 2010, 2015, and 2020. Previously, many occurrence records were compiled manually with Python-assisted processing; in this dataset, all data are obtained directly from GBIF downloads following the official data citation workflow, so that all source datasets can be properly credited. Records were filtered by occurrence year (2010, 2015, 2020) and spatially restricted to Guangdong Province to support temporal analyses of biodiversity patterns.
DOI: 10.15468/dl.wmj6xg
title: Occurrence Download

description: A dataset containing 286 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-3.52883 40.4544,-3.20053 40.4544,-3.20053 40.62567,-3.52883 40.62567,-3.52883 40.4544))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Falco naumanni"
 ]
}

 The dataset includes 286 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008004-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/sbruqb
title: Nourishing Nations_Objective 3_Datasets updated

description: Datasets from Objective 3 of the FIL Nourishing Nations project in Delta State, Nigeria. Objective 3: Educate women and youth fish processors about the benefit of fish in human diets and develop a low-literacy tool to help them better market their product.
DOI: 10.5281/zenodo.17708316
title: Dataset for Single-gate tracking behavior in flat-band multilayer graphene devices

description: Dataset for arXiv:2503.10749.

See README.txt
DOI: 10.5281/zenodo.17708315
title: Dataset for Single-gate tracking behavior in flat-band multilayer graphene devices

description: Dataset for arXiv:2503.10749.

See README.txt
DOI: 10.5281/zenodo.17465206
title: Dataset for the "From Regulations to Reality: Testing Urban Planning Metrics against Human Thermal Comfort in a Modern Residential District"

description: A database of meteorological data from a biometeorological measurement campaign in the modern residential district of Miasteczko Wilanów in Warsaw, Poland. It contains 5-minute average values of meteorological parameters, MRT, UTCI, and spatial development indicators at these locations. The database is complementary to the article "From Regulations to Reality: Testing Urban Planning Metrics against Human Thermal Comfort in a Modern Residential District."
DOI: 10.5281/zenodo.17465207
title: Dataset for the "From Regulations to Reality: Testing Urban Planning Metrics against Human Thermal Comfort in a Modern Residential District"

description: A database of meteorological data from a biometeorological measurement campaign in the modern residential district of Miasteczko Wilanów in Warsaw, Poland. It contains 5-minute average values of meteorological parameters, MRT, UTCI, and spatial development indicators at these locations. The database is complementary to the article "From Regulations to Reality: Testing Urban Planning Metrics against Human Thermal Comfort in a Modern Residential District."
DOI: 10.17613/0j6ds-z9275
title: S3 Website

description: .warc archive of the MSU S3 Initiative. This file can be opened and browsed at https://replayweb.page/
DOI: 10.17613/yzkf5-h4g88
title: S3 Website

description: .warc archive of the MSU S3 Initiative. This file can be opened and browsed at https://replayweb.page/
DOI: 10.3886/e240636v1
title: Strategic Petroleum Reserves

description: These data were obtained from the U.S. Dept. of Energy and publicly available information. This is a point dataset representing Strategic Petroleum Reserves as of April 6, 2022.
description: Archived from the HIFLD Open GIS Data Repository, which was deactivated on August 26, 2025.
DOI: 10.5281/zenodo.17713640
title: INTERNATIONAL EXPERIENCES IN THE USE OF AGILE MANAGEMENT APPROACHES IN PUBLIC ADMINISTRATION
DOI: 10.5281/zenodo.17713641
title: INTERNATIONAL EXPERIENCES IN THE USE OF AGILE MANAGEMENT APPROACHES IN PUBLIC ADMINISTRATION
DOI: 10.11588/duerer.online.6925cea4821f0
title: Hans Pfaffrot von Danzig, https://d-nb.info/gnd/1199018996
DOI: 10.7910/dvn/zd2b9e
title: Replication Data for "User-Centered Approaches to Contraceptive Counseling: Experimental Evidence from Urban Malawi"

description: This replication package reproduces the results for the paper entitled "User-Centered Approaches to Contraceptive Counseling: Experimental Evidence from Urban Malawi," which is published in the Journal of Development Economics. This package contains the Stata Do-Files (.do) that replicate the tables in the main paper and the Stata Data File (.dta) that produces the tables that are presented in the paper.
DOI: 10.15468/dl.45vf4d
title: Occurrence Download

description: A dataset containing 10694 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "TaxonKey is Himanthalia elongata",
 "Year 1900-2025"
 ]
}

 The dataset includes 10694 records from 150 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008005-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/q8b-x1g-67c
title: Neea Ruiz & Pav.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.7910/dvn/zoahty
title: Replication Data for: Couch-Locked with the Munchies: Effects of Recreational Marijuana Laws on Exercise and Nutrition

description: As recreational marijuana laws (RML) expanded marijuana access over the last decade, very little is known about the impact of RML on two costly social behaviors that may arise as a consequence of marijuana consumption: unhealthy eating (i.e. munchies) and sedentary lifestyle (i.e. couch-lock). Using NielsenIQ Consumer Panel data, we find that the passage of RML led to an increase in the number of grocery store trips that involved “junk food”, as well as the amount of spending. This effect is particularly driven by an increase in ice cream, chips, and candy. Using the Behavioral Risk Factor Surveillance System (BRFSS) and the American Time Use Survey (ATUS), we find that the passage of RML also led to a decrease in exercise, particularly driven by a reduction in cardio, and suggestive evidence of more time spent at home. These
results suggest that RMLs have an adverse effect on health through unhealthy eating and reduced physical activity, posing a significant public health challenge to diet and lifestyle-related chronic conditions.
DOI: 10.3535/5qs-gml-0vb
title: Neea Ruiz & Pav.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/q3w-4y6-6w3
title: Neea Ruiz & Pav.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.3535/yzt-2zn-emw
title: Neea Ruiz & Pav.

description: Digital Specimen for the physical specimen hosted at Botanic Garden and Botanical Museum Berlin.
DOI: 10.7910/dvn/hsurls
title: Original data for "Factors Affecting the AIGC Implementation in Chinese Higher Design Education: DEMATEL and Delphi Analysis"

description: Original data for "Factors Affecting the AIGC Implementation in Chinese Higher Design Education: DEMATEL and Delphi Analysis"
DOI: 10.5281/zenodo.17713675
title: HISTORICAL DEVELOPMENT OF UNIVERSITY CAMPUS ARCHITECTURE
DOI: 10.5281/zenodo.17713674
title: HISTORICAL DEVELOPMENT OF UNIVERSITY CAMPUS ARCHITECTURE
DOI: 10.5281/zenodo.17713328
title: Hexamer sheet simulations with COCOMO model

description: Coarse-grained simulations of single and double-layer BMC hexamer sheet simulations using the COCOMO model. Each simulation contains 200 frames, spaced at 5 ns.
DOI: 10.5281/zenodo.17713329
title: Hexamer sheet simulations with COCOMO model

description: Coarse-grained simulations of single and double-layer BMC hexamer sheet simulations using the COCOMO model. Each simulation contains 200 frames, spaced at 5 ns.
DOI: 10.7910/dvn/5v6ecx
title: "Strangers in the Homeland? The Academic Performance of U.S.-Born Children of Return Migrants in Mexico,"

description: This package replicates the main paper's figures and the entire Online Appendix for "Strangers in the Homeland? The Academic Performance of U.S.-Born Children of Return Migrants in Mexico," published in Population Research and Policy Review. See the readme file for instructions on where to download data and how to replicate the analyses.
DOI: 10.15468/dl.f2pkr9
title: Occurrence Download

description: A dataset containing 187 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((94.96626 5.92499,94.29736 4.90197,95.6745 3.80026,97.62217 2.12802,99.23538 -0.40985,102.08803 -4.61996,104.27178 -6.80371,105.8063 -6.23318,107.20312 -2.65262,105.23577 -0.7443,103.99635 0.49512,102.36346 1.28206,100.2584 3.13136,97.18935 5.96433,94.96626 5.92499))",
 "TaxonKey is Styrax"
 ]
}

 The dataset includes 187 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008009-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17712896
title: Drone LiDAR dataset of Pangandaran coastal tourism hotspots for tsunami and climate risk valuation and exposure mapping

description: This article presents a high-resolution UAV–LiDAR dataset acquired over the main coastal tourism hotspots of Pangandaran, West Java, Indonesia (WGS84 / UTM Zone 49S). The survey was conducted using a DJI Matrice 300 RTK equipped with a CHCNAV AA450 LiDAR system at altitudes of 77–83 m AGL, following grid-based flight lines with 80% forward and 70% side overlap. The final point cloud, delivered in LAS format, exhibits a mean density of approximately 865 pts/m², with dominant values of 600–800 pts/m² across roads, roofs, and open terrain, and localized peaks exceeding 3000 pts/m² in areas of flight-line overlap. Ground control was established using three static base stations, with 14 calibration control points and 8 independent validation check points. Accuracy assessment yields RMSE values of 0.072 m (Easting), 0.062 m (Northing), and 0.138 m (Elevation), with corresponding mean biases of 0.017 m, 0.017 m, and 0.044 m, confirming centimeter-level positional precision suitable for detailed coastal mapping. The dataset includes DSM and DTM derivatives, block-based tiles, metadata, and processing reports, supporting its use in tsunami exposure assessment, climate-risk valuation, urban coastal planning, and remote-sensing education. As one of the first openly accessible UAV–LiDAR datasets for an Indonesian coastal tourism hotspot, it provides a reproducible, high-density 3D resource for research, hazard analysis, and sustainable coastal development.
DOI: 10.5281/zenodo.17073403
title: Drone LiDAR dataset of Pangandaran coastal tourism hotspots for tsunami and climate risk valuation and exposure mapping

description: This article presents a high-resolution UAV–LiDAR dataset acquired over the main coastal tourism hotspots of Pangandaran, West Java, Indonesia (WGS84 / UTM Zone 49S). The survey was conducted using a DJI Matrice 300 RTK equipped with a CHCNAV AA450 LiDAR system at altitudes of 77–83 m AGL, following grid-based flight lines with 80% forward and 70% side overlap. The final point cloud, delivered in LAS format, exhibits a mean density of approximately 865 pts/m², with dominant values of 600–800 pts/m² across roads, roofs, and open terrain, and localized peaks exceeding 3000 pts/m² in areas of flight-line overlap. Ground control was established using three static base stations, with 14 calibration control points and 8 independent validation check points. Accuracy assessment yields RMSE values of 0.072 m (Easting), 0.062 m (Northing), and 0.138 m (Elevation), with corresponding mean biases of 0.017 m, 0.017 m, and 0.044 m, confirming centimeter-level positional precision suitable for detailed coastal mapping. The dataset includes DSM and DTM derivatives, block-based tiles, metadata, and processing reports, supporting its use in tsunami exposure assessment, climate-risk valuation, urban coastal planning, and remote-sensing education. As one of the first openly accessible UAV–LiDAR datasets for an Indonesian coastal tourism hotspot, it provides a reproducible, high-density 3D resource for research, hazard analysis, and sustainable coastal development.
DOI: 10.15468/dl.jthfpv
title: Occurrence Download

description: A dataset containing 512 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-3.52883 40.4544,-3.20053 40.4544,-3.20053 40.62567,-3.52883 40.62567,-3.52883 40.4544))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Circus cyaneus"
 ]
}

 The dataset includes 512 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008008-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.24396/ordar-215
title: weather station GISFI Homecourt 2018

description: Weather data from the GISFI station in Homecourt in 2018, with periods identified as having no measurements for more than 48 hours: 2018-08-30 16:59 to 2018-09-13 13:59:5
DOI: 10.5281/zenodo.17710597
title: Real-world datasets
DOI: 10.5281/zenodo.17713564
title: Dataset - Open Source Software in Data Science (Survey: 2nd iteration)

description: This upload includes an anonymized data set of a survey launched in 2023. It is the second iteration of a survey that has first been launched in 2022.
DOI: 10.7910/dvn/fnvlww
title: Five-Level Lossless Knowledge Graph Dataset of a Qualitative Methods Text Corpus

description: This dataset provides a five-level, fine-grained, and structurally normalized knowledge-graph representation of a qualitative methods text corpus (Research with Qualitative Data), treated purely as text data rather than as a bibliographic object. Each record corresponds to a node at one of five hierarchical levels—macro-section (level 1), meso-section (level 2), paragraph (level 3), sentence (level 4), and keyword/media snippet (level 5)—with explicit parent–child links (e.g., sentence → paragraph, paragraph → meso-section), forming a well-closed, acyclic tree structure. For all machine-readable content in the source PDF, the dataset decomposes the corpus into independent nodes while preserving page locators and section titles, so that any fragment of text can be traced back to its exact position in the original file. Keyword nodes are automatically extracted from sentences to enhance search, thematic mapping, and downstream modeling without altering or compressing the underlying text. For tables and images, the dataset stores captions, surrounding textual context, and row-level data_points where applicable, enabling full reconstruction of tabular and visual information at the text level. Under the assumption that “all machine-readable text in the PDF is the reference universe,” the collection achieves a practically lossless representation of the qualitative methods corpus and has been independently checked for level completeness, parent–child consistency, and content integrity, supporting its designation as a five-level, completely lossless text-based knowledge-graph dataset suitable for advanced qualitative methodology research, knowledge-graph engineering, and large-language-model retrieval and reasoning experiments.
DOI: 10.17605/osf.io/ea34d
title: Headphone Use In Different Locations

description: An investigation into the frequency of headphone usage of people travelling on a university campus vs in the city centre
DOI: 10.7910/dvn/o7e5n3
title: Supplemental Figs. S1-S6

description: Supplemental Figs. S1-S6
DOI: 10.34740/kaggle/dsv/13866558
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.5merwm
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-3.52883 40.4544,-3.20053 40.4544,-3.20053 40.62567,-3.52883 40.62567,-3.52883 40.4544))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pterocles alchata"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008010-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.