cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57760/sciencedb.j00124.00436
title: FCT-2025-0432.R1 source document
title: FCT-2025-0432.R1 source document

description: The support and FeZnCr catalysts were characterized using X-ray diffraction (XRD, PANalytial X’Pert Powder, Netherlands), N2 physisorption (Micromeritics Tristar 3020, USA), H2 temperature-programmed reduction (H2-TPR, Micromeritics Autochem 2920, USA), NH3 temperature-programmed desorption (NH3-TPD, Micromeritics Autochem 2920, USA), pyridine-adsorption infrared spectroscopy (Py-IR, Thermo Fisher Nicolet IS10, USA), and X-ray photoelectron spectroscopy (XPS, Thermo Fisher K-Alpha, USA). The nitrogen content in the feedstock oil and reaction products was measured using sulfur/nitrogen analyzer (RPP-2000SN, Zhonghuan Instrument, China). All the data were plotted using Origin software.
description: The support and FeZnCr catalysts were characterized using X-ray diffraction (XRD, PANalytial X’Pert Powder, Netherlands), N2 physisorption (Micromeritics Tristar 3020, USA), H2 temperature-programmed reduction (H2-TPR, Micromeritics Autochem 2920, USA), NH3 temperature-programmed desorption (NH3-TPD, Micromeritics Autochem 2920, USA), pyridine-adsorption infrared spectroscopy (Py-IR, Thermo Fisher Nicolet IS10, USA), and X-ray photoelectron spectroscopy (XPS, Thermo Fisher K-Alpha, USA). The nitrogen content in the feedstock oil and reaction products was measured using sulfur/nitrogen analyzer (RPP-2000SN, Zhonghuan Instrument, China). All the data were plotted using Origin software.
DOI: 10.57760/sciencedb.35258
title: Serum and Urine Metabolomics Analysis Dataset for Membranous Nephropathy Based on Liquid Chromatography-Mass Spectrometry
title: Serum and Urine Metabolomics Analysis Dataset for Membranous Nephropathy Based on Liquid Chromatography-Mass Spectrometry

description: This study integrated serum and urine metabolomics to reveal metabolic signatures of MN and to identify potential biomarkers for enhanced diagnosis. Serum and urine samples from MN patients and healthy individuals were collected. Targeted metabolomic profiling via Liquid Chromatography-Mass Spectrometry (LC-MS) enabled the detection of differentially abundant metabolites (DAMs). The dataset includes supplementary figures and tables for the paper, as well as underlying data tables for all primary metabolites in serum and urine.
description: This study integrated serum and urine metabolomics to reveal metabolic signatures of MN and to identify potential biomarkers for enhanced diagnosis. Serum and urine samples from MN patients and healthy individuals were collected. Targeted metabolomic profiling via Liquid Chromatography-Mass Spectrometry (LC-MS) enabled the detection of differentially abundant metabolites (DAMs). The dataset includes supplementary figures and tables for the paper, as well as underlying data tables for all primary metabolites in serum and urine.
DOI: 10.15468/dl.5ejthk
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aphanotorulus horridus",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 15 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010558-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.37388
title: Proteomics data-Comprehensive Investigation for Living Cells through Integration of Ramanomics and Multi-Omics Analyses
title: Proteomics data-Comprehensive Investigation for Living Cells through Integration of Ramanomics and Multi-Omics Analyses

description: Each cell group was prepared in 200 μL tubes and washed once in PBS buffer. The cell suspension was removed, and 4 μL of DDM lysis buffer was added. The peptides obtained from DDM in-solution digestion were desalted using a trap column, subsequently separated on an analytical column, and analyzed by mass spectrometry employing an EASY 1200-QEHFX system (Thermo Fisher Scientific). The mass spectrometry proteomics data have been deposited to the ProteomeXchange Consortium via the PRIDE partner repository with the dataset identifier PXD074098. The raw data files acquired from the QEHFX system were searched using DIA-NN software with default settings. In instances where missing values occurred in all samples per cell type, these were assigned a background value of 1. Missing data imputation was then performed utilizing the Robust Sequential Imputation algorithm. The preprocessing steps were carried out using the NAguideR tool available on the ‘Wu Kong’ platform (https://wkomics.omicsolution.com/wkomics/main/). Gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analyses were conducted by the “clusterProfiler” R package (version 4.4.0).
description: Each cell group was prepared in 200 μL tubes and washed once in PBS buffer. The cell suspension was removed, and 4 μL of DDM lysis buffer was added. The peptides obtained from DDM in-solution digestion were desalted using a trap column, subsequently separated on an analytical column, and analyzed by mass spectrometry employing an EASY 1200-QEHFX system (Thermo Fisher Scientific). The mass spectrometry proteomics data have been deposited to the ProteomeXchange Consortium via the PRIDE partner repository with the dataset identifier PXD074098. The raw data files acquired from the QEHFX system were searched using DIA-NN software with default settings. In instances where missing values occurred in all samples per cell type, these were assigned a background value of 1. Missing data imputation was then performed utilizing the Robust Sequential Imputation algorithm. The preprocessing steps were carried out using the NAguideR tool available on the ‘Wu Kong’ platform (https://wkomics.omicsolution.com/wkomics/main/). Gene ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analyses were conducted by the “clusterProfiler” R package (version 4.4.0).
DOI: 10.15468/dl.ayudyy
title: Occurrence Download

description: A dataset containing 6430 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Glycine tomentella",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 6430 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010559-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cvy5n6
title: Occurrence Download

description: A dataset containing 116 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)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Climacoptera crassa"
 ]
}

 The dataset includes 116 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010560-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.17697
title: Data from a field experiment to examine the effects of soil clay content and necromass chemistry on necromass persistence.
title: Data from a field experiment to examine the effects of soil clay content and necromass chemistry on necromass persistence.

description: This dataset were from a field experiment to examine assess how variation in clay content regulates in situ microbial necromass de composition and retention. The experiment consisted of nine treatments: either (a) with 13C15N-labelled bacterial necromass, (b) 13C15N-labelled fungal necromass, or (c) without necromass (controls were injected with water-only); each of which were applied to soils of three different clay contents (low, medium, and high). There are four items: the first is the R code , the second is data, the third is bacterial sequencing data, and the last is fungi sequencing data. All the methodological details can be found in the article.
description: This dataset were from a field experiment to examine assess how variation in clay content regulates in situ microbial necromass de composition and retention. The experiment consisted of nine treatments: either (a) with 13C15N-labelled bacterial necromass, (b) 13C15N-labelled fungal necromass, or (c) without necromass (controls were injected with water-only); each of which were applied to soils of three different clay contents (low, medium, and high). There are four items: the first is the R code , the second is data, the third is bacterial sequencing data, and the last is fungi sequencing data. All the methodological details can be found in the article.
DOI: 10.15468/dl.y3jncj
title: Occurrence Download

description: A dataset containing 86192 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scophthalmus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 86192 records from 269 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010517-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d4fccq
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Spiranthes spiralis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010561-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.37358
title: A Speech–Cognitive Dual-Task Paradigm for Neurocognitive Assessment: Design, Feasibility, and Neuroimaging Evidence
title: A Speech–Cognitive Dual-Task Paradigm for Neurocognitive Assessment: Design, Feasibility, and Neuroimaging Evidence

description: This study designed a novel dual-task speech paradigm and tested its effectiveness and underlying mechanisms. Speech data was acquired using professional recording equipment and combined with corresponding pupillary measurement data and task-state functional magnetic resonance imaging (fMRI) data. Pupillary measurement data, raw acoustic feature data, and example fMRI data are attached. The study also includes code for the data acquisition paradigm and a complete data analysis workflow.
description: This study designed a novel dual-task speech paradigm and tested its effectiveness and underlying mechanisms. Speech data was acquired using professional recording equipment and combined with corresponding pupillary measurement data and task-state functional magnetic resonance imaging (fMRI) data. Pupillary measurement data, raw acoustic feature data, and example fMRI data are attached. The study also includes code for the data acquisition paradigm and a complete data analysis workflow.
DOI: 10.15468/dl.kqqbbc
title: Occurrence Download

description: A dataset containing 228161 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is 39fd7088-af63-4ad5-8d30-479a720a368b",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 228161 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010546-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.37371
title: Determination of soil microbial diversity by high-throughput sequencing
title: 高通量测序法测定土壤微生物多样性

description: Species annotation and evaluation of soil samples were conducted through DNA extraction, PCR amplification, fluorescence quantification, Illumina library construction, and sequencing to explore the composition of soil microbial species 
description: Species annotation and evaluation of soil samples were conducted through DNA extraction, PCR amplification, fluorescence quantification, Illumina library construction, and sequencing to explore the composition of soil microbial species
DOI: 10.15468/dl.8jturz
title: Occurrence Download

description: A dataset containing 719149 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is ff418020-1d67-11d9-8435-b8a03c50a862",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 719149 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010545-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6kn6xh
title: Occurrence Download

description: A dataset containing 151675 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "Geometry POLYGON((508.2017 -25.75897,526.81045 -25.75897,526.81045 -15.87603,508.2017 -15.87603,508.2017 -25.75897))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Elasmobranchii",
 "Year 2000-2025"
 ]
}

 The dataset includes 151675 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010523-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gt94nr
title: Occurrence Download

description: A dataset containing 953213 species occurrences available in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is 215fad6d-884d-4127-9635-fad209824cdf",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 953213 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010544-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/kanj-er35
title: "TRAFFIC OFFENSE REPORTING SYSTEM PROJECT REPORT."

description: "Roads are one of the main means of transport worldwide. When using the roads there are certain rules and regulations to be observed. Failure to observe these regulations can land one in jail, life sentence, death or disabled for the rest of their life. Some people fail to observe the rules and they end up committing a traffic offense.The main objective of this project for the better performance of Traffic Offense Reporting services and to manage that services through computerized system."
DOI: 10.15468/dl.4sw3we
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aphanotorulus phrixosoma",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010562-260208012135463/datasets/export for details.
DOI: 10.15468/dl.4nb52x
title: Occurrence Download

description: A dataset containing 909 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tephrosia juncea",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 909 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010563-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.77z3z2
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stanhopea wardii",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 29 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010566-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5nm25d
title: Occurrence Download

description: A dataset containing 115 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)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Climacoptera lanata"
 ]
}

 The dataset includes 115 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010567-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18511201
title: Teukolsky equation solutions for delta-function source

description: Description:

This repository provides numerical data associated with the paper "Resonance in black hole ringdown: Benchmarking quasinormal mode excitation and extraction" (arXiv:2509.06411).

The dataset includes numerical solutions to the Teukolsky equation sourced by a delta-function source. 

Contents:





/waveform/: Contains numerical solutions of the Teukolsky equation for various parameters.




/data/: Contains QNM excitation factor data (curated from Motohashi's dataset). Please note that the units in our dataset are defined as M=1, whereas the dataset uses 2M=1.




example.ipynb: A demonstration notebook showing that the quasi-normal mode amplitudes of the waveforms are consistent with the excitation factors.
DOI: 10.15468/dl.kz9qc7
title: Occurrence Download

description: A dataset containing 18 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 "year",
 countrycode countrycode,
 IF(ISNULL(kingdomkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY kingdomkey, countrycode, "year")) kingdomcount,
 IF(ISNULL(phylumkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY phylumkey, countrycode, "year")) phylumcount,
 IF(ISNULL(classkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY classkey, countrycode, "year")) classcount,
 IF(ISNULL(orderkey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY orderkey, countrycode, "year")) ordercount,
 IF(ISNULL(familykey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY familykey, countrycode, "year")) familycount,
 IF(ISNULL(genuskey), NULL, SUM(COUNT(*)) OVER (
 PARTITION BY genuskey, countrycode, "year")) genuscount,
 COUNT(*) occurrences,
 MIN(GBIF_TEMPORALUNCERTAINTY(eventdate, eventtime)) mintemporaluncertainty,
 MIN(COALESCE(coordinateuncertaintyinmeters, 1000)) mincoordinateuncertaintyinmeters
FROM
 occurrence
WHERE
 occurrence.countrycode = 'TH'
 AND occurrence.hascoordinate = TRUE
 AND occurrence.hasgeospatialissues = FALSE
 AND occurrence.occurrencestatus = 'PRESENT'
 AND GBIF_STRINGARRAYCONTAINS(occurrence.classifications['d7dddbf4-2cf0-4f39-9b2a-bb099caae36c'], '3083541', TRUE)
 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.classificationdetails['d7dddbf4-2cf0-4f39-9b2a-bb099caae36c']['specieskey'] &lt;&gt; '' AND occurrence."year" IS NOT NULL AND occurrence.hascoordinate = TRUE)
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",
 occurrence.countrycode

 The dataset's 18 records were derived from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010487-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18616555
title: How does regional factor market integration promote carbon emission efficiency? Evidence from the Yangtze River Delta, China
DOI: 10.15468/dl.pqzje3
title: Occurrence Download

description: A dataset containing 371 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ormosia paraensis",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 371 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010570-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9dsade
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aphanotorulus rubrocauda",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 29 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010571-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n8apqc
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Stelis furculifera",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010572-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18616814
title: Email Spam and Phishing Datasets for Machine Learning

description: This dataset contains multiple publicly available email datasets used for spam and phishing detection research.

Sources include:- Enron Spam Dataset- SpamAssassin Public Corpus- Phishing Email Dataset

The dataset is provided for academic and research purposes.
DOI: 10.5281/zenodo.18616813
title: Email Spam and Phishing Datasets for Machine Learning

description: This dataset contains multiple publicly available email datasets used for spam and phishing detection research.

Sources include:- Enron Spam Dataset- SpamAssassin Public Corpus- Phishing Email Dataset

The dataset is provided for academic and research purposes.
DOI: 10.15468/dl.vw47et
title: Occurrence Download

description: A dataset containing 46 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)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Climacoptera subcrassa"
 ]
}

 The dataset includes 46 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010573-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.