cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.9c7y4u
title: Occurrence Download

description: A dataset containing 6 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.countrycode = 'MY'
 AND GBIF_WITHIN('POLYGON((98.00748 -3.13553,121.6279 -3.13553,121.6279 8.47684,98.00748 8.47684,98.00748 -3.13553))', occurrence.decimallatitude, occurrence.decimallongitude) = TRUE
 AND occurrence.hascoordinate = TRUE
 AND occurrence.hasgeospatialissues = FALSE
 AND occurrence.occurrencestatus = 'PRESENT'
 AND (occurrence.taxonkey = 8841716 OR occurrence.acceptedtaxonkey = 8841716 OR occurrence.kingdomkey = 8841716 OR occurrence.phylumkey = 8841716 OR occurrence.classkey = 8841716 OR occurrence.orderkey = 8841716 OR occurrence.familykey = 8841716 OR occurrence.genuskey = 8841716 OR occurrence.specieskey = 8841716)
 AND (occurrence."year" &gt;= 2020 AND occurrence."year" &lt;= 2025)
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 occurrence."year"

 The dataset's 6 records were derived from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009439-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7x4myd
title: Occurrence Download

description: A dataset containing 4033 species occurrences available in GBIF matching the query:
{
 "and" : [
 "EstablishmentMeans is one of (native, nativeReintroduced)",
 "GadmGid is USA.5.1_1",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 4033 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009445-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/v4b6v5pvxd
title: PORTFOLIO Dynamic Assessment Model dataset

description: This is the dataset for the research article entitled "Designing Dynamic Assessment in Higher Education: Indonesian EFL Practitioners’ Voices". The dataset consist of: (1) the summary of questionnaire responses in PDF format, (2) the raw transcript of the Focus Group Discussion in Word document format, and (3) the refined transcript of the Focus Group Discussion in Word document format. Please note that the raw and transcript was created using an AI-based transcription software. As a result, many innacuracies were found, leading to the need to refine the transcript so that it is easier to analyze and interpret.
DOI: 10.17632/v4b6v5pvxd.1
title: PORTFOLIO Dynamic Assessment Model dataset

description: This is the dataset for the research article entitled "Designing Dynamic Assessment in Higher Education: Indonesian EFL Practitioners’ Voices". The dataset consist of: (1) the summary of questionnaire responses in PDF format, (2) the raw transcript of the Focus Group Discussion in Word document format, and (3) the refined transcript of the Focus Group Discussion in Word document format. Please note that the raw and transcript was created using an AI-based transcription software. As a result, many innacuracies were found, leading to the need to refine the transcript so that it is easier to analyze and interpret.
DOI: 10.15468/dl.kud9ce
title: Occurrence Download

description: A dataset containing 96252 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Saudi Arabia",
 "Geometry POLYGON((14.90935 12.47918,75.09065 12.47918,75.09065 36.52082,14.90935 36.52082,14.90935 12.47918))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2015-2021"
 ]
}

 The dataset includes 96252 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009426-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xkucbh
title: Occurrence Download

description: A dataset containing 4033 species occurrences available in GBIF matching the query:
{
 "and" : [
 "EstablishmentMeans is one of (native, nativeReintroduced)",
 "GadmGid is USA.5.1_1",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 4033 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009446-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ygcr2p
title: Occurrence Download

description: A dataset containing 174939 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Saudi Arabia",
 "Year 2018-2024"
 ]
}

 The dataset includes 174939 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009427-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/m26k9zth6f
title: Understanding barriers to automated external defibrillator use in Khon Kaen city,

description: A mixed-methods study was conducted to explore the potential challenges associated with AED use in Khonkaen city. Data were collected through open-ended and closed-ended questionnaires between July 1, 2023, and August 31, 2023.
DOI: 10.17632/m26k9zth6f.1
title: Understanding barriers to automated external defibrillator use in Khon Kaen city,

description: A mixed-methods study was conducted to explore the potential challenges associated with AED use in Khonkaen city. Data were collected through open-ended and closed-ended questionnaires between July 1, 2023, and August 31, 2023.
DOI: 10.17632/mk2f7vs7c6.1
title: Amplicon sequencing data of riverine metagenomic samples obtained from Takamigawa River in Nara Prefecture, Japan

description: The amplicon sequencing data of the partial coding regions of mitochondrial cox1, nuclear histone H3 and 18S rRNA genes were obtained from the bulk community samples. 
1. Sampling sites and dates
Aridoshi (ARD) on 17-March-2017, 34°23′23″N 135°59′17″E, Shisetsu at Kozugawa (SST) on 29-June-2017, 34°23′53″N 135°59′34″E. 
Sampling was performed in the run environment (slow riffle) of ARD and SST (SST-run), and in the rapid environment of SST (SST-rapid). The samples ARD1~ARD6 listed in Table 1 were obtained from ARD. The samples SST1~3, SST7~9, and SST13~15 were obtained from SST-rapid. The samples SST4~6, SST10~12, and SST16~18 were obtained from SST-run.
2. Amplicon sequencing
High-throughput parallel sequencing was performed by Miseq (Illumina, San Diego, CA, USA) capable of generating 2 × 300 base paired-end reads. Primer sequences of PCR amplification, accession numbers of DNA sequence data are summarized in Table 1. 
3. Operational taxonomic units (OTUs)
Amplicon sequence reads of histone H3 (DRR131047~DRR131054) were classified into a total of 563 OTUs (file name: Takamigawa-H3.fasta) based on the criteria described previously by Wakimura et al. (doi: 10.1016/j.dib.2022.108599). Amplicon sequence reads of 18S rRNA (DRR131055~DRR131062) were classified into a total of 3001 OTUs (file name: Takamigawa-18S.fasta) by QIIME. The OTUs of cox1 are available in Mendeley Data (doi: 10.17632/pfhf4kt37s.1). OTUs are named and numbered arbitrarily.
4. GMYC analyses
Phylogenetic trees of the OTUs were reconstructed using Markov chain Monte Carlo (MCMC) methods by MrBayes 3.2.7a with the GTR+I+G molecular clock model. Species boundaries were estimated using SPLITS package in R. The analyses delimited 369 species for cox1 data (figures 1a and 1b of Wakimura et al., doi: 10.1016/j.dib.2022.108599) and 141 species for histone H3 data (file name: H3_tree.pdf), respectively. In the cladograms of cox1 and histone H3, each vertical bar indicates a cluster of OTUs or singleton assigned to a single GMYC species. Numbers in parentheses after the OTU name indicate the number of reads of the OTU. Numbers with dotted lines refer to the GYMC species IDs.
5. Frequency of sequence reads
Numbers of sequence reads within the GMYC-delimited species (cox1 and histone H3) or of each operational taxonomic unit (18S rRNA) are summarized in the Table 2 (cox1), Table 3 (histone H3) and Table 4 (18S rRNA), respectively.
DOI: 10.17632/npwgdyy4np.1
title: A global dataset of SCM-blended concrete and its properties

description: This dataset comprises 1456 SCM-blended concrete mix designs, incorporating fly ash, silica fume, and ground granulated blast furnace slag, compiled from 136 publications across 27 countries. The dataset encompasses three primary categories of parameters: i) Mixture parameters; ii) Mechanical properties (28-day compressive strength, splitting tensile strength, flexural strength, and elastic modulus); iii) Durability (chloride permeability, drying shrinkage, creep, and abrasion resistance). Serving as a valuable resource for data-driven research, this dataset facilitates the development of advanced machine learning models aimed at optimizing the design of sustainable, high-performance concrete mixtures.
DOI: 10.17632/npwgdyy4np.2
title: A global dataset of SCM-blended concrete and its properties

description: This dataset comprises 1456 SCM-blended concrete mix designs, incorporating fly ash, silica fume, and ground granulated blast furnace slag, compiled from 136 publications across 27 countries. The dataset encompasses three primary categories of parameters: i) Mixture parameters; ii) Mechanical properties (28-day compressive strength, splitting tensile strength, flexural strength, and elastic modulus); iii) Durability (chloride permeability, drying shrinkage, creep, and abrasion resistance). Serving as a valuable resource for data-driven research, this dataset facilitates the development of advanced machine learning models aimed at optimizing the design of sustainable, high-performance concrete mixtures.
DOI: 10.17632/97rjmn4wh4
title: SZ-CLAY-10-8037

description: Shenzhen features a complex geological environment shaped by coastal deposits, soft marine clay, and weathered residual soils, posing significant challenges for engineering construction. SZ-CLAY/10/8037 contains site investigation data from 84 engineering projects in Shenzhen. Each record in the database contains four physical parameters and six mechanical parameters.
DOI: 10.17632/97rjmn4wh4.1
title: SZ-CLAY-10-8037

description: Shenzhen features a complex geological environment shaped by coastal deposits, soft marine clay, and weathered residual soils, posing significant challenges for engineering construction. SZ-CLAY/10/8037 contains site investigation data from 84 engineering projects in Shenzhen. Each record in the database contains four physical parameters and six mechanical parameters.
DOI: 10.17632/jnmsdxz93c.1
title: Government Expenditure Composition and Long-Run Economic Growth in the Aging Democracy

description: This dataset supports the research article entitled “Government Expenditure Composition and Long-Run Economic Growth in the Aging Democracy.” It includes a Mathematica code file to illustrate the figures in the article.
DOI: 10.17632/bcrddgmzk9.1
title: Dataset of Scopus-indexed educational publications from Vietnam, 2014-2023

description: This dataset contains 877 Scopus-indexed publications on educational sciences co-authored by Vietnamese scholars between 2014 and 2023. In addition to the metadata provided by Scopus, the dataset also includes other information manually collected and labeled by the authors, such as the research method used in each publication and the educational level addressed in each publication. This dataset was initiated as part of a collaborative project between the Vietnam Science Editor Group and the REK Institute for Research on Education and Knowledge Transfer, Thanh Do University.
DOI: 10.17632/2j3jdfcd5b.1
title: Association of Functional Capacity with Quality of Life Among Postmenopausal Women
DOI: 10.17632/b9y629r3yy.1
title: Landslide causative factor dataset for landslide susceptibility analysis on the Tibetan Plateau

description: This CSV file contains the landslide causative factor dataset used for susceptibility analysis on the Tibetan Plateau in the study titled “Landslide Susceptibility Analysis on the Tibetan Plateau Based on the Mamba Architecture: An Improved Mambular Model Integrating Dynamic Feature Gate and Local Interaction”. The dataset includes both landslide presence (label) and key environmental variables commonly related to landslide occurrence.
DOI: 10.17632/yyswmw648t.1
title: Supplementary material for the research paper titled "Congo red dye removal using green synthesized titanium nanoparticles using saponin biosurfactant derived from Sapindus mukorossi"

description: The data presents the Congo Red dye removal efficiency using synthesized STiO₂ nanoparticles derived from saponin biosurfactant of Sapindus mukorossi. The study investigates the effect of varying adsorbent dosages (1, 2, 2.5, and 5 g/L) and different initial dye concentrations ranging from 50 ppm to 150 ppm. The experiments were designed to evaluate the adsorption capacity and efficiency of STiO₂ under these varying conditions. The results are compiled and presented in tabulated form.
DOI: 10.17632/yyswmw648t.2
title: Supplementary material for the research paper titled "Congo red dye removal using green synthesized titanium nanoparticles using saponin biosurfactant derived from Sapindus mukorossi"

description: The data presents the Congo Red dye removal efficiency using synthesized STiO₂ nanoparticles derived from saponin biosurfactant of Sapindus mukorossi. The study investigates the effect of varying adsorbent dosages (1, 2, 2.5, and 5 g/L) and different initial dye concentrations ranging from 50 ppm to 150 ppm. The experiments were designed to evaluate the adsorption capacity and efficiency of STiO₂ under these varying conditions. The results are compiled and presented in tabulated form.
DOI: 10.17632/yyswmw648t.3
title: Supplementary material for the research paper titled "Congo red dye removal using green synthesized titanium nanoparticles using saponin biosurfactant derived from Sapindus mukorossi"

description: The data presents the Congo Red dye removal efficiency using synthesized STiO₂ nanoparticles derived from saponin biosurfactant of Sapindus mukorossi. The study investigates the effect of varying adsorbent dosages (1, 2, 2.5, and 5 g/L) and different initial dye concentrations ranging from 50 ppm to 150 ppm. The experiments were designed to evaluate the adsorption capacity and efficiency of STiO₂ under these varying conditions. The results are compiled and presented in tabulated form.
DOI: 10.17632/fdsz3z2c7x.1
title: "Detection of Water Adulteration Levels in Milk Using Near-Infrared Spectroscopy Combined with Chemometrics"Supplementary documents

description: "Detection of Water Adulteration Levels in Milk Using Near-Infrared Spectroscopy Combined with Chemometrics"Supplementary documents
DOI: 10.17632/7gmzy2578w.1
title: Central Rio Bravo Wetland Soil Chemistry

description: The elemental and physical soil properties of soils profiles from the Central Rio Bravo wetlands of Northwest Belize.
DOI: 10.17632/nwvnhjfrc3.1
title: The impact of the weekly cycle on conscious experience in daily life Data and Scripts

description: Data and scripts for Wallace et al., 2025 [pre-print] for reproducibility. In this repository, you will find data files and analysis scripts to interrogate the relationship between day of the week and times of the day on experiences in daily life. 

Our analysis aimed to establish the types of experiences reported in daily-life using samples from two different countries (Canada and the UK) in student and general population age groups. Participants responded to probes about their experiences by answering questions about the dimensions of their thoughts using multi-dimensional experience sampling (mDES) multiple times a day across the week. Our results reveal across our entire sample, as well as our country and age-group analyses, reveal 3 components of thought associated with experiences. Using these data, we empirically assess if the weekly cycle has an impact on conscious experiences and how these experiences relate to our daily activities.

We establish two main findings from our results. First, participants thoughts become more task problem-focused, deliberate, and detailed (i.e. Detail Task-Focus) throughout the day, which is specific to weekdays rather than weekends. This thought pattern was most present when individuals reported working or studying and negatively associated with talking in person. On the other hand, experiences involving more intrusive and distracting features are most prevalent in passive states (resting or doing nothing), neither of which vary with the weekly cycle. 

The raw mDES dataset and the full dataset, with the PCA components used in the manuscript, are available. In addition, demographic details and predictor variables (time of day, day of week, activities) are also included in these files.
DOI: 10.15468/dl.fyuyf9
title: Occurrence Download

description: A dataset containing 495 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Wairambar Rainforest Species List"
 ]
}

 The dataset includes 495 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009448-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25934/00004698
title: A Placebo-Controlled, Dose-Ranging Study Followed by a Placebo-Controlled, Repeated-Dose Extension of Anti-TNF Chimeric Monoclonal Antibody (cA2) in the Treatment of Patients With Active Crohn's Disease

description: The purpose of this study is to evaluate the effectiveness and safety of anti-TNF chimeric monoclonal antibody (cA2) compared to placebo in patients with active Crohn's disease.
DOI: 10.25934/pr00004698.1
title: Available IPD datapackage for study 'A Placebo-Controlled, Dose-Ranging Study Followed by a Placebo-Controlled, Repeated-Dose Extension of Anti-TNF Chimeric Monoclonal Antibody (cA2) in the Treatment of Patients With Active Crohn's Disease'

description: The purpose of this study is to evaluate the effectiveness and safety of anti-TNF chimeric monoclonal antibody (cA2) compared to placebo in patients with active Crohn's disease.
DOI: 10.5284/1129264
title: Images from Watching Brief East of the Former Red Lion Public House, 10 Front Street, Chester-Le-Street, County Durham, October 2024

description: This collection consists of images from a watching brief at land east of the former Red Lion public house, at 10 Front Street, Chester-le-Street. The watching brief was conducted by Vindomora Solutions Ltd., in October 2024, prior to proposed development of the site. No archaeological structures, deposits, or artefacts of interest were observed during observation.
DOI: 10.17632/z2p7xxp9pz.1
title: FACTORES QUE CONTRIBUYEN AL ACOSO SEXUAL EN ESTUDIANTES UNIVERSITARIAS A NIVEL MUNDIAL – REVISIÓN INTEGRATIVA

description: La presente revisión integrativa tuvo como objetivo identificar los factores que contribuyen al acoso sexual en mujeres universitarias a nivel mundial. A través de una revisión de la literatura, se evidenció que las principales causas están relacionadas con desigualdades de género, abuso de poder y la normalización de la violencia, lo cual genera consecuencias emocionales, académicas y sociales que afectan significativamente el bienestar y la permanencia de las estudiantes en el entorno universitario. Para la recolección de datos se utilizaron bases de datos académicas como PubMed, SciELO, Dialnet, BVS LILACS y BVS MEDLINE. Se aplicaron criterios de inclusión y evaluación metodológica: los estudios cuantitativos fueron filtrados mediante los lineamientos de STROBE, mientras que los cualitativos se seleccionaron siguiendo los parámetros de COREQ. Tras este proceso, se incluyeron 27 artículos (21 cuantitativos y 6 cualitativos), cuyas características relevantes (objetivo, población, metodología, entre otros) fueron sistematizadas en una matriz final que sirvió como base para el análisis de resultados. Los hallazgos de los autores revisados confirman que los factores que contribuyen al acoso sexual son los nombrados anteriormente y refuerzan la necesidad de abordar el acoso sexual universitario desde una perspectiva estructural.
DOI: 10.17632/m3hryjj7h5.1
title: Orthographic-semantic consistency effects in lexical decision: What type of neighbors is responsible for the effects?

description: Data reported in "Orthographic-Semantic Consistency Effects in Lexical Decision: What type of Neighbors is Responsible for the Effects?" authored by Yasushi Hino, Debra Jared and Steve Lupker. In Data Analyses 1,2 and 3, lexical decision latency and accuracy data from English Lexicon Project are used and analyzed to examine whether orthographic-semantic consistency effect is observed on lexical decision data. In Experiment, on the other hand, behavioral data are collected in online lexical decision experiment to examine whether the orthographic-semantic consistency effect is observed when the consistency is manipulated based on either addition neighbors or substitution neighbors.
DOI: 10.17632/m3hryjj7h5.2
title: Orthographic-semantic consistency effects in lexical decision: What type of neighbors is responsible for the effects?

description: Data reported in "Orthographic-Semantic Consistency Effects in Lexical Decision: What type of Neighbors is Responsible for the Effects?" authored by Yasushi Hino, Debra Jared and Steve Lupker. In Data Analyses 1,2 and 3, lexical decision latency and accuracy data from English Lexicon Project (Balota, Yap, Cortese, Hutchison, Kessler, Loftus, Neely, Nelson, Simpson & Treiman, 2007) are used and analyzed to examine whether orthographic-semantic consistency effect is observed on lexical decision data. In Experiment, on the other hand, behavioral data are collected in online lexical decision experiment to examine whether the orthographic-semantic consistency effect is observed when the consistency is manipulated based on either addition neighbors or substitution neighbors.
DOI: 10.17632/m3hryjj7h5.3
title: Orthographic-semantic consistency effects in lexical decision: What type of neighbors is responsible for the effects?

description: Data reported in "Orthographic-Semantic Consistency Effects in Lexical Decision: What type of Neighbors is Responsible for the Effects?" authored by Yasushi Hino, Debra Jared and Steve Lupker. In Data Analyses 1,2 and 3, lexical decision latency and accuracy data from English Lexicon Project (Balota, Yap, Cortese, Hutchison, Kessler, Loftus, Neely, Nelson, Simpson & Treiman, 2007) are used and analyzed to examine whether orthographic-semantic consistency effect is observed on lexical decision data. In Experiment, on the other hand, behavioral data are collected in online lexical decision experiment to examine whether the orthographic-semantic consistency effect is observed when the consistency is manipulated based on either addition neighbors or substitution neighbors. In addition, we also provided program codes to reproduce the results for Tables and Figures reported in Supplementary Materials.