cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.9htng4
title: Occurrence Download

description: A dataset containing 4721 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Castilleja attenuata"
 ]
}

 The dataset includes 4721 records from 129 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021447-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qn9xj2
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Molinaea macrantha"
 ]
}

 The dataset includes 25 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021449-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5tjwxw
title: Occurrence Download

description: A dataset containing 740 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Myadestes townsendi)",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 740 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021450-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qngscp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Myadestes townsendi)",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021451-250711103210423/datasets/export for details.
DOI: 10.15468/dl.xuswdn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mylopharyngodon piceus",
 "Country is Cuba",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021454-250711103210423/datasets/export for details.
DOI: 10.1594/pangaea.361169
title: Water temperature real-time profiles from cruise DGZV93 (SCQC)

description: SCQC=quality controlled by Science Center. For definition of quality flags see hdl:10013/epic.31518.d001
DOI: 10.1594/pangaea.358726
title: Water temperature XBT profiles from cruise NHKX91 (SCQC)

description: SCQC=quality controlled by Science Center. For definition of quality flags see hdl:10013/epic.31518.d001
DOI: 10.1594/pangaea.141347
title: Lead and neodymium isotope time-series for manganese crust D27_2-1

description: Ages were calculated using growth rates derived by 10Be/9Be ratios and constant Co-flux model. For compatibility all ratios were normalized to the NIST SRM981 values of Galer and Abouchami [1998].
DOI: 10.15468/dl.r9bx2a
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Mylopharyngodon piceus",
 "Country is Czechia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021455-250711103210423/datasets/export for details.
DOI: 10.15468/dl.2w8s4v
title: Occurrence Download

description: A dataset containing 2047341 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Nicaragua",
 "Geometry POLYGON((-102.64723 5.74421,-66.35277 5.74421,-66.35277 20.25579,-102.64723 20.25579,-102.64723 5.74421))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 2047341 records from 575 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021394-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r6ds5u
title: Occurrence Download

description: A dataset containing 9703 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendropanax arboreus"
 ]
}

 The dataset includes 9703 records from 361 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021453-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p96an9
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Poa nemoralis colorata, Poa nemoralis firmula, Poa nemoralis glauca, Poa nemoralis glaucantha, Poa nemoralis micrantha, Poa nemoralis micrantha, Poa nemoralis montana, Poa nemoralis multiflora, Poa nemoralis tenella, Poa nemoralis vulgaris)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Machine Observation)"
 ]
 }
 },
 "Continent is Europe",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2024"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021456-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7266/n7s180hn
title: Gulf of Mexico Benthic and Planktic Foraminifera Carbon Isotopes, 2015
DOI: 10.15468/dl.en786b
title: Occurrence Download

description: A dataset containing 213 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thelypodium laxiflorum"
 ]
}

 The dataset includes 213 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021457-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1594/pangaea.885385
title: (Table S4) Modern SST at the site location, backtracked for plate movement, ODP Site 201-1225
DOI: 10.1594/pangaea.885384
title: (Table S4) Modern SST at the site location, backtracked for plate movement, ODP Site 198-1208
DOI: 10.1594/pangaea.771246
title: (Table 5.6.3) Methane formation in the upper meter of bottom sediments from the continental slope (depths 1000-3000 m)
DOI: 10.1594/pangaea.771376
title: (Table 8.2.4b) Concentration of sulfates and methane, total alkalinity, and rates of microbial processes in bottom sediments of the Gdansk Bay, Baltic Sea
DOI: 10.1594/pangaea.771241
title: (Table 5.6.1) Methane formation in the upper meter of bottom sediments from the Pacific shelf and marginal seas
DOI: 10.1594/pangaea.321664
title: Water temperature XBT profiles from cruise GOVL00 (DCQC)

description: For definition of quality flags see hdl:10013/epic.31518.d001
DOI: 10.1594/pangaea.359871
title: Water temperature and salinity real-time profiles from cruise EREC92 (SCQC)

description: SCQC=quality controlled by Science Center. For definition of quality flags see hdl:10013/epic.31518.d001
DOI: 10.15468/dl.67sv57
title: Occurrence Download

description: A dataset containing 319 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mylossoma albiscopum"
 ]
}

 The dataset includes 319 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021458-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15954160
title: The geochronology and mineralogy data set:From ultra-cold subduction to diapiric exhumation of the Neotethyan oceanic crust: Constraints on lawsonite-eclogite and -blueschist from the Bantimala Complex in SW Sulawesi, Indonesia
DOI: 10.5281/zenodo.15954161
title: The geochronology and mineralogy data set:From ultra-cold subduction to diapiric exhumation of the Neotethyan oceanic crust: Constraints on lawsonite-eclogite and -blueschist from the Bantimala Complex in SW Sulawesi, Indonesia
DOI: 10.34740/kaggle/dsv/11970644
title: rPPG-DLCN
DOI: 10.15468/dl.gzgbx9
title: Occurrence Download

description: A dataset containing 759 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cynodon dactylon",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 759 records from 99 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021460-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mgry25
title: Occurrence Download

description: A dataset containing 1731 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Bryophyllum pinnatum, Bryophyllum pinnatum, Bryophyllum pinnatum)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1731 records from 149 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021459-250711103210423/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17482682
title: Imaging Submarine Fault Zones Using Reflected S-waves Extracted by Ambient Noise Interferometry from Distributed Acoustic Sensing

description: 1. Data Description

This dataset contains the processed data and/or scripts used to generate the figures in the aforementioned publication. The data is organized and named according to the figures in the paper for straightforward reference.

Publication Title: Imaging Submarine Fault Zones Using Reflected S-waves Extracted by Ambient Noise Interferometry from Distributed Acoustic SensingCorresponding Author: [Zhufeng Lu/Co-author Xiaodong Yang and Jizhong Yang]Contact Email: [ luzhufeng24@mails.ucas.ac.cn]2. Data Structure and File Naming ConventionAll data files are named using the convention Figure[Figure Number][Sub-figure Letter], which corresponds directly to the figures presented in the manuscript.

Examples:Figure2a.mat: Contains the data used to plot Figure 2a.

Important Note: Some figures may be composed of multiple sub-figures (e.g., a, b, c). The data for each panel is provided in a separate file.

3. File Format DescriptionData Files: The primary data files are in [.mat / .csv / .h5 / .txt] format.

.mat: MATLAB data file. Can be loaded in MATLAB using the load('filename.mat') command. For use in Python, you can use scipy.io.loadmat('filename.mat').

.csv: Comma-separated values. Can be opened with any text editor, spreadsheet software (Excel, Google Sheets), or imported into data analysis environments (Python/pandas, R).

.h5: Hierarchical Data Format. Suitable for large and complex datasets. Can be read using h5py in Python or specialized tools in MATLAB and other languages.
DOI: 10.6084/m9.figshare.30548108
title: Raw Data_Impact of Self-Compassion, Adverse Childhood Experiences, and Perceived Stress on College Students’ Mental Health

description: The dataset, "Raw Data_Impact of Self-Compassion, Adverse Childhood Experiences, and Perceived Stress on College Students’ Mental Health," was collected from college students at Anhui University and Anhui University of Finance and Economics via an online survey on the Questionnaire Star platform (www.Sojump.com) between October and November 2024. After excluding invalid responses, 657 valid questionnaires were included in the analysis. The study aimed to examine the effects of self-compassion, adverse childhood experiences, and perceived stress on mental health, with a focus on the mediating role of resilience. This dataset offers important insights into psychological vulnerability and protective factors in the context of higher education.
DOI: 10.6084/m9.figshare.30548108.v1
title: Raw Data_Impact of Self-Compassion, Adverse Childhood Experiences, and Perceived Stress on College Students’ Mental Health

description: The dataset, "Raw Data_Impact of Self-Compassion, Adverse Childhood Experiences, and Perceived Stress on College Students’ Mental Health," was collected from college students at Anhui University and Anhui University of Finance and Economics via an online survey on the Questionnaire Star platform (www.Sojump.com) between October and November 2024. After excluding invalid responses, 657 valid questionnaires were included in the analysis. The study aimed to examine the effects of self-compassion, adverse childhood experiences, and perceived stress on mental health, with a focus on the mediating role of resilience. This dataset offers important insights into psychological vulnerability and protective factors in the context of higher education.
DOI: 10.5281/zenodo.17538328
title: Regex-Based Structuring of Audit Logs for Machine Learning–Driven Web Intrusion Detection in Golang Applications Dataset

description: Indonesia's rapid digital expansion has created significant cybersecurity vulnerabilities, including Golang applications. This research addresses the challenge of analyzing and collecting attack datasets targeting Golang applications, which pose substantial obstacles for security researchers attempting to understand attack patterns and develop effective defense mechanisms. We propose a systematic approach for gathering and analyzing web application attack data specifically targeting Golang-based systems, focusing on three attack vectors: Cross-Site Scripting (XSS), SQL injection (SQLI), and Server-Side Request Forgery (SSRF). Our methodology employs controlled testing environments to simulate realistic attack scenarios against purpose-built Golang web applications. The data collection process involves deploying vulnerable Golang applications with logging mechanisms to record attack attempts, successful exploitations, and system responses. We generated a dataset of 411 attack samples with 64 candidate features, covering SQLI, XSS, and SSRF attacks targeting Golang applications. Each attack instance includes request parameters, HTTP headers, response codes, payload characteristics, and exploitation outcomes. Evaluation using 12 baseline classifiers demonstrates that tree ensemble methods achieve 99% accuracy when utilizing the full feature set. Removal of categorical headers reduces balanced accuracy by up to 10%. This dataset contributes to the cybersecurity research community by offering real-world attack samples that can be utilized for developing and evaluating intrusion detection systems, web application firewalls, and automated security testing tools specifically designed for Golang environments
DOI: 10.5281/zenodo.17538452
title: Regex-Based Structuring of Audit Logs for Machine Learning–Driven Web Intrusion Detection in Golang Applications Dataset

description: Indonesia's rapid digital expansion has created significant cybersecurity vulnerabilities, including Golang applications. This research addresses the challenge of analyzing and collecting attack datasets targeting Golang applications, which pose substantial obstacles for security researchers attempting to understand attack patterns and develop effective defense mechanisms. We propose a systematic approach for gathering and analyzing web application attack data specifically targeting Golang-based systems, focusing on three attack vectors: Cross-Site Scripting (XSS), SQL injection (SQLI), and Server-Side Request Forgery (SSRF). Our methodology employs controlled testing environments to simulate realistic attack scenarios against purpose-built Golang web applications. The data collection process involves deploying vulnerable Golang applications with logging mechanisms to record attack attempts, successful exploitations, and system responses. We generated a dataset of 411 attack samples with 64 candidate features, covering SQLI, XSS, and SSRF attacks targeting Golang applications. Each attack instance includes request parameters, HTTP headers, response codes, payload characteristics, and exploitation outcomes. Evaluation using 12 baseline classifiers demonstrates that tree ensemble methods achieve 99% accuracy when utilizing the full feature set. Removal of categorical headers reduces balanced accuracy by up to 10%. This dataset contributes to the cybersecurity research community by offering real-world attack samples that can be utilized for developing and evaluating intrusion detection systems, web application firewalls, and automated security testing tools specifically designed for Golang environments
DOI: 10.15468/dl.d6jy7z
title: Occurrence Download

description: A dataset containing 199459 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 one of (Othonna rotundiloba, Grindelia tarapacana, Darwinia whicherensis, Calystegia marginata, Othonna nigromontana, Govenia dressleriana, Elegia thyrsoidea, Elegia verreauxii, Othonna ciliata, Elegia fistulosa, Leptocarpus canus, Albuca abyssinica, Albuca villosa, Hesperantha brevifolia, Borago officinalis, Celosia nitida, Cestrum auriculatum, Astridia vanheerdei, Eriocephalus pteronioides, Alshehbazia friesii, Ribes pallidum, Rhynchosia leucoscias, Rhynchosia holosericea, Rhynchosia harmsiana, Misopates salvagense, Paranomus centaureoides, Caiophora deserticola, Cyclanthera gracillima, Calystegia vanzuukiae, Othonna primulina, Galactia acapulcensis, Elegia muirii, Cyclanthera micrantha, Othonna armiana, Caiophora carduifolia, Gentianella pevalekii, Glossostigma drummondii, Coleus succulentus, Darwinia neildiana, Darwinia taxifolia, Opercularia turpis, Elegia extensa, Albuca flaccida, Cyrtanthus contractus, Hesperantha lactea, Hesperantha teretifolia, Hesperantha sufflava, Opercularia diphylla, Melianthus elongatus, Darwinia chapmaniana, Ribes divaricatum, Elegia namaquense, Leptocarpus roycei, Daphnandra apatela, Scorzonera coriacea, Othonna pteronioides, Othonna wrinkleana, Anemia jaliscana, Lomandra tropica, Lomandra bracteata, Stapelia hirsuta, Stapelia villetiae, Noccaea zaffranii, Lycium schizocalyx, Lycium macrodon, Lycium megacarpum, Gyrostemon ramulosus, Eriocephalus grandiflorus, Albuca schlechteri, Albuca tenuifolia, Cyrtanthus rotundilobus, Hesperantha flava, Hypolaena caespitosa, Graderia scabra, Calycadenia micrantha, Eriocephalus scariosus, Mesomelaena preissii, Caralluma petraea, Astridia dulcis, Astridia herrei, Xylosma chiapensis, Stapelia divaricata, Othonna quinqueradiata, Cestrum dumetorum, Phlomoides tuberosa, Lomandra fibrata, Stapelia flavopurpurea, Noccaea atila-ocakii, Othonna cerarioides, Vella castrilensis, Cyrtanthus aureolinus, Opercularia varia, Elegia cuspidata, Albuca batteniana, Albuca semipedalis, Cyrtanthus leucanthus, Hesperantha montigena, Hesperantha debilis, Anemia brandegeei)",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 199459 records from 972 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018939-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.25088.44807/4
title: DATA_01
DOI: 10.15468/dl.mmck6g
title: Occurrence Download

description: A dataset listing the 593 species recorded in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-79.53947 43.56458,-79.24579 43.6085,-79.26623 43.84115,-79.62524 43.74151,-79.53947 43.56458))",
 "HasGeospatialIssue is false",
 "Month is April",
 "Year is 2024"
 ]
}

 The dataset's 593 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018948-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25901/bfcv-e159
title: Robson Creek Flux Data Release 2025_v2
DOI: 10.6084/m9.figshare.30399682
title: The raw data of the paper with the title of " The Protective Effect of Schisandrin C against Methicillin-Resistant Staphylococcus aureus - Induced Otitis Media "

description: Methicillin-resistant <i>Staphylococcus aureus</i> (MRSA) is a significant pathogen in otitis media (OM), including acute otitis media (AOM) and chronic suppurative otitis media (CSOM), presenting considerable therapeutic challenges due to its biofilm formation, host immune evasion and promotion of persistent inflammation. This study evaluated the therapeutic potential of Schisandrin C (Sch C), a natural lignan derived from <i>Schisandra chinensis</i>, in mitigating MRSA-induced OM. In rat models of MRSA-induced AOM and CSOM, Sch C significantly reduced bacterial load and inflammatory responses by decreasing proinflammatory cytokine levels. By upregulating tight junction protein ZO-1 and downregulating mucin MUC5B, it also restored epithelial barrier integrity. In addition, Sch C treatment improved auditory function. Mechanistic studies revealed that Sch C directly inhibited sortase A (SrtA), a key virulence factor in MRSA, by binding to its active site and inhibiting its transpeptidase activity (FRET IC₅₀ = 38.68 μM). Through inhibiting SrtA, Sch C disrupted MRSA adhesion, invasion and biofilm formation, without exerting direct bactericidal effects. Furthermore, Sch C synergized with ofloxacin (OFL), enhancing its efficacy against MRSA otitis by reducing bacterial load, inflammation and tissue damage. Collectively, these findings establish Sch C as a potent <i>Staphylococcus aureus (S. aureus)</i> SrtA inhibitor, highlighting its promise as a therapeutic strategy for MRSA-induced OM.