cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.jyuwq3
title: Occurrence Download

description: A dataset containing 38226 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cirsium vulgare (Savi) Ten.",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 38226 records from 191 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079023-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.82551/q56v-px08
title: Sector
DOI: 10.82551/vg5c-0g93
title: Sector
DOI: 10.82551/0nh8-hz42
title: Crunchbase Organizations
DOI: 10.82551/rsjw-vr63
title: Crunchbase Organizations
DOI: 10.82551/e9p4-xh53
title: Investors
DOI: 10.82551/aze4-bz14
title: Investors
DOI: 10.82551/z00e-sh27
title: Customer Return Behavior by Brand and When Customer First Shopped USA 1
DOI: 10.82551/kn11-r332
title: Customer Return Behavior by Brand and When Customer First Shopped USA 1
DOI: 10.5281/zenodo.14273383
title: Spatio-temporal Resolution Emission Spectra of the Propagating Positive Leader Channels in Long Spark Discharges

description: The data supports the manuscript entitled "Spatio-temporal Resolution Emission Spectra of the Propagating Positive Leader Channels in Long Spark Discharges". The *.zip file contains all data used therein and can be decompressed and opened, in which four files contain the data or images corresponding to their respective Figure, as they are named, can be opened by Excel or image softwares. The data can be used freely for scientific purposes with appropriate citation.
DOI: 10.5281/zenodo.15770336
title: Spatio-temporal Resolution Emission Spectra of the Propagating Positive Leader Channels in Long Spark Discharges

description: The data supports the manuscript entitled "Spatio-temporal Resolution Emission Spectra of the Propagating Positive Leader Channels in Long Spark Discharges". The *.zip file contains all data used therein and can be decompressed and opened, in which four files contain the data or images corresponding to their respective Figure, as they are named, can be opened by Excel or image softwares. The data can be used freely for scientific purposes with appropriate citation.
DOI: 10.82551/sgpr-w392
title: United Kingdom POI Data
DOI: 10.82551/t50m-rh98
title: United Kingdom POI Data
DOI: 10.5281/zenodo.15768789
title: DespesasGovPB: um conjunto de dados estruturado sobre despesas públicas do Governo da Paraíba

description: O dataset DespesasGovPB é parte do artigo “DespesasGovPB: um conjunto de dados estruturado sobre despesas públicas do Governo da Paraíba” e consolida informações sobre a execução orçamentária estadual de 2015 a 2024. A base inclui dados de empenho, liquidação, pagamento e restos a pagar, com variáveis derivadas voltadas à análise de eficiência, temporalidade e concentração de fornecedores. O objetivo é apoiar auditoria, controle social e inovação pública com base em ciência de dados. O conjunto segue os princípios FAIR e está documentado para reuso por pesquisadores e órgãos de controle.
DOI: 10.82551/jd0f-0064
title: Daily Spend Breakout by Census Region and NAICS Code
DOI: 10.82551/t8h5-v148
title: Daily Spend Breakout by Census Region and NAICS Code
DOI: 10.82551/jqzy-ze87
title: Luxembourg POI Data
DOI: 10.82551/cbf9-qt45
title: Luxembourg POI Data
DOI: 10.82551/68d6-7e73
title: M&A Reference Dates by Symbol and Brand
DOI: 10.82551/t6d7-c308
title: M&A Reference Dates by Symbol and Brand
DOI: 10.82551/rjtf-rq11
title: People
DOI: 10.82551/dmh7-ch46
title: People
DOI: 10.82551/ak7x-sx90
title: Delivery Service Provider Credit and Debit Card Transaction Data
DOI: 10.82551/e2ep-7c25
title: Delivery Service Provider Credit and Debit Card Transaction Data
DOI: 10.5281/zenodo.15770305
title: chiral_droplet_date

description: These data are shown in Figure 1, Figure 2 and Figure 3 of Article "Chiral Quantum Droplet in a Spin-Orbit Coupled Bose Gas".
DOI: 10.5281/zenodo.15770306
title: chiral_droplet_date

description: These data are shown in Figure 1, Figure 2 and Figure 3 of Article "Chiral Quantum Droplet in a Spin-Orbit Coupled Bose Gas".
DOI: 10.82551/4qeq-rr85
title: Cross-Shop Brand Breakout USA 1
DOI: 10.82551/9wpb-2t45
title: Cross-Shop Brand Breakout USA 1
DOI: 10.15468/dl.9prj72
title: Occurrence Download

description: A dataset containing 11597 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Centaurea stoebe L.",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 11597 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079025-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.82551/tq0r-2r53
title: Daily App Engagement
DOI: 10.82551/z371-y670
title: Daily App Engagement
DOI: 10.82551/v9v3-ac74
title: 504 Data - Legal Entity
DOI: 10.82551/v40e-d164
title: 504 Data - Legal Entity
DOI: 10.57760/sciencedb.26600
title: The DNA sequence of 430 syntenic genes and an alignment of plastomes in Melocalamus
title: The DNA sequence of 430 syntenic genes and an alignment of plastomes in Melocalamus

description: This dataset was generated through Hybpiper 2.0, with 430 syntenic genes as targets. Besides, an alignement concerning all the plastomes of Melocalamus is provided. It is used for phylogenomics of Melocalamus. Note the sequence ID of alignment in the header line corresponds to the vouchers or the collection numbers supplied in our paper with appendix.
description: This dataset was generated through Hybpiper 2.0, with 430 syntenic genes as targets. Besides, an alignement concerning all the plastomes of Melocalamus is provided. It is used for phylogenomics of Melocalamus. Note the sequence ID of alignment in the header line corresponds to the vouchers or the collection numbers supplied in our paper with appendix.
DOI: 10.82551/beb1-2831
title: Foot Traffic / Monthly Patterns
DOI: 10.57760/sciencedb.13455
title: SMTI and HRT Instances
title: SMTI and HRT Instances

description: This dataset includes all the randomly generated instances used to compare the performance of different algorithms in the paper, A Tie-Breaking Based Local Search Algorithm for Stable Matching Problems.
description: This dataset includes all the randomly generated instances used to compare the performance of different algorithms in the paper, A Tie-Breaking Based Local Search Algorithm for Stable Matching Problems.
DOI: 10.82551/hbcs-zh72
title: Top Liquid Bond Prices & Liquidity Indicators
DOI: 10.82551/qe8p-sg30
title: Top Liquid Bond Prices & Liquidity Indicators
DOI: 10.15468/dl.qn8waz
title: Occurrence Download

description: A dataset containing 7299 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Litsea cubeba (Lour.) Pers."
 ]
}

 The dataset includes 7299 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079027-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.07765
title: Physical properties of molecular structures in the G220 region
title: Physical properties of molecular structures in the G220 region

description: We present a catalog of molecular structures identified from the 12CO/13CO/C18O (J=1-0) data in a portion of the third Galactic quadrant (TGQ): l = [219.75, 229.75] deg and b = [-5.25, 5.25] deg. The high-resolution and high-sensitivity datasets are provided by the ongoing Milky Way Imaging Scroll Painting (MWISP) project [1]. The cloud structure identification approach, developed by Yan et al. (2020) [2], is based on the density-based spatial clustering of applications with noise (DBSCAN) algorithm. In total, we identified 1,502 12CO, 570 13CO, and 53 C18O molecular structures and estimated their physical properties, which we present here as a table file.The physical properties listed in the table are as follows: index, name, average LSR velocity and its dispersion, Galactic Longitude and its dispersion, Galactic Latitude and its dispersion, average integrated intensity, peak main-beam brightness temperature, heliocentric distance, effective radius, area, mass, mass surface density, virial mass, virial parameter, spiral arm, emission line, and matching 12CO structure index. Their units and detailed descriptions can be found in the table file.For python users, the table can be easily read using the astropy package:&gt;&gt;&gt; from astropy.table import Table&gt;&gt;&gt; data = Table.read('G220.txt', format='ascii.cds',fill_values=[('--', np.nan)])[1] Yang Su et al. 2019 ApJS 240 9[2] Qing-Zeng Yan et al. 2020 ApJ 898 80
description: We present a catalog of molecular structures identified from the 12CO/13CO/C18O (J=1-0) data in a portion of the third Galactic quadrant (TGQ): l = [219.75, 229.75] deg and b = [-5.25, 5.25] deg. The high-resolution and high-sensitivity datasets are provided by the ongoing Milky Way Imaging Scroll Painting (MWISP) project [1]. The cloud structure identification approach, developed by Yan et al. (2020) [2], is based on the density-based spatial clustering of applications with noise (DBSCAN) algorithm. In total, we identified 1,502 12CO, 570 13CO, and 53 C18O molecular structures and estimated their physical properties, which we present here as a table file.The physical properties listed in the table are as follows: index, name, average LSR velocity and its dispersion, Galactic Longitude and its dispersion, Galactic Latitude and its dispersion, average integrated intensity, peak main-beam brightness temperature, heliocentric distance, effective radius, area, mass, mass surface density, virial mass, virial parameter, spiral arm, emission line, and matching 12CO structure index. Their units and detailed descriptions can be found in the table file.For python users, the table can be easily read using the astropy package:&gt;&gt;&gt; from astropy.table import Table&gt;&gt;&gt; data = Table.read('G220.txt', format='ascii.cds',fill_values=[('--', np.nan)])[1] Yang Su et al. 2019 ApJS 240 9[2] Qing-Zeng Yan et al. 2020 ApJ 898 80
DOI: 10.82551/qn9a-xp45
title: Acquisitions
DOI: 10.82551/c1gj-4723
title: Acquisitions
DOI: 10.57760/sciencedb.24550
title: Whole genome sequencing data of Manglietia pachyphylla
title: 厚叶木莲全基因组测序数据

description: The PacBio Revio platform was used for hifi sequencing of Manglietia pachyphylla, yielding 95.57Gb of data, while the DNBSEQ platform was used for paired end 150bp sequencing, yielding 273.87Gb of data. And Illumina NovaseqTM sequencing platform was used to perform paired end 150 bp sequencing on the tissue of Manglietia pachyphylla, obtaining 36.75 Gb of data 
description: The PacBio Revio platform was used for hifi sequencing of Manglietia pachyphylla, yielding 95.57Gb of data, while the DNBSEQ platform was used for paired end 150bp sequencing, yielding 273.87Gb of data. And Illumina NovaseqTM sequencing platform was used to perform paired end 150 bp sequencing on the tissue of Manglietia pachyphylla, obtaining 36.75 Gb of data
DOI: 10.82551/8pnm-0z73
title: Kitchen & Bath Improvement
DOI: 10.82551/7n1z-h340
title: Kitchen & Bath Improvement
DOI: 10.82551/gg90-wr57
title: Retail Store Visits (Jan)
DOI: 10.82551/3r3j-zz69
title: Retail Store Visits (Jan)
DOI: 10.82551/jb1b-yz60
title: Occupational Wage Data
DOI: 10.82551/ght9-z059
title: Occupational Wage Data
DOI: 10.82551/9rtw-d190
title: Monthly Ocean Port Performance
DOI: 10.82551/qwmn-aq67
title: Monthly Ocean Port Performance
DOI: 10.82551/a0n3-me08
title: MLS
DOI: 10.82551/ksjc-cd24
title: MLS
DOI: 10.82551/6px6-ky67
title: Investments
DOI: 10.82551/tgez-j083
title: Investments
DOI: 10.15468/dl.fpcs3k
title: Occurrence Download

description: A dataset containing 2790 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sporobolus pyramidalis P.Beauv.",
 "Country is Australia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2790 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079029-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.82551/79h1-nd37
title: Australia POI Data
DOI: 10.82551/7ah1-5818
title: Australia POI Data
DOI: 10.82551/qqx0-5811
title: IPOs
DOI: 10.82551/zqgn-c642
title: IPOs
DOI: 10.82551/r9w3-s743
title: Revenue Range
DOI: 10.82551/j0pw-w766
title: Revenue Range
DOI: 10.82551/nsf5-r186
title: Spend Patterns
DOI: 10.82551/e5y2-f239
title: Spend Patterns
DOI: 10.82551/xh9r-sg33
title: Sweden POI Data
DOI: 10.82551/t0ys-xj30
title: Sweden POI Data
DOI: 10.82551/0bk4-t789
title: Industry and Geography Cohort Breakout
DOI: 10.15468/dl.jssxwq
title: Occurrence Download

description: A dataset containing 149 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cotula australis (Sieber ex Spreng.) Hook.fil.",
 "Country is Argentina",
 "HasCoordinate is true"
 ]
}

 The dataset includes 149 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079031-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.82551/4ay1-1q71
title: Industry and Geography Cohort Breakout
DOI: 10.15468/dl.rpfu5j
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cotula australis (Sieber ex Spreng.) Hook.fil.",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 21 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079032-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.82551/e08y-2g73
title: Spain POI Data
DOI: 10.82551/v5n0-e251
title: Spain POI Data
DOI: 10.82551/tsag-nz08
title: Job Postings with Salary
DOI: 10.82551/zxbb-5b98
title: Job Postings with Salary
DOI: 10.15468/dl.wqn6qb
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cotula australis (Sieber ex Spreng.) Hook.fil.",
 "Country is India",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079033-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.82551/dpya-gt09
title: France POI Data
DOI: 10.82551/p7fz-3066
title: France POI Data
DOI: 10.82551/v9gs-3698
title: Industry and Demographic Cohort Breakout
DOI: 10.82551/y7pd-6d74
title: Industry and Demographic Cohort Breakout
DOI: 10.82551/x1pp-1f65
title: Foot Traffic / Weekly Patterns
DOI: 10.82551/yxq0-qm88
title: Foot Traffic / Weekly Patterns
DOI: 10.82551/7mxq-9g06
title: Whois Full Dataset
DOI: 10.82551/wq2z-6764
title: Whois Full Dataset
DOI: 10.82551/tz5h-5t49
title: Total Panel Spend Geography Cohort Breakout
DOI: 10.82551/rhy9-dv30
title: Total Panel Spend Geography Cohort Breakout
DOI: 10.82551/0jn2-cw27
title: Company Detail (Symbol, ISIN, RIC, Ownership Status, Etc.)
DOI: 10.82551/br3a-jf90
title: Company Detail (Symbol, ISIN, RIC, Ownership Status, Etc.)
DOI: 10.82551/35qq-cy83
title: Austria POI Data
DOI: 10.82551/kq3k-1m24
title: Austria POI Data
DOI: 10.5281/zenodo.15770210
title: Bioenergy traits data of lowland switchgrass (Panicum virgatum L.) hybrid populations

description: Switchgrass (Panicum virgatum L.) is a potential source for producing bioenergy from lignocellulosic biomass. Many breeding programs focus on the genetic improvement of switchgrass for increasing bioenergy traits. Significant genetic variation for bioenergy traits was observed in lowland switchgrass hybrids (P<0.05). Due to the quantitative inheritance of bioenergy traits, varietal improvement for the trait through conventional methods is slow and challenging. Therefore, quantitative trait loci (QTL) mapping is used to discover marker-trait associations and accelerate the breeding process through marker-assisted selection. To identify significant QTL, this study mapped eight hybrid populations (30 to 96 F1s) developed by crossing lowland cultivars, Alamo and Kanlow. The populations were evaluated in a simulated-sward plot with two replications at two locations in Tennessee in 2020 and 2021. The crosses were genotyped using 17,251 single nucleotide polymorphisms generated through genotyping-by-sequencing. QTL mapping was performed across populations using R-QTL. The study identified ten QTL for predicted ethanol, four for cellulose, and three hemicellulose on chromosomes 1K, 1N, 2N, 4N, 5K, 5N, 7K, 8K, 8N, and 9N, respectively, with phenotypic variability ranged from 2.1 to 7.4%.

The dataset contains two comma-separated files (CSV) describing the phenotype of each individual used in the quantitative trait loci (QTL) analysis. The genotype data, including the number of SNPs and thier chromosomal locations, progeny file and linkage map, are provided in Shrestha et al. (2023).



‘File1.Phenotype_traits.csv’ contains bioenergy traits analyzed using Near-Infrared Reflectance Spectroscopy (NIRS) technique after plants reached to the physiological maturity. The traits include predicted ethanol (ETOH), cellulose, hemicellulose, glucose (GLC), sugar (SUG), klason lignin (KL), ash, p-coumarate esters (PCA), esterified ferulates (FEST), etherified ferulates (FETH), pentose sugars released per gram of dry forage (PENT), the proportion of hexoses that are non-structural or soluble (PSOL), pentose proportion of total carbohydrates (PPEN), theoretical ethanol from hexoses (HEXE), estimated ethanol from non-structural carbohydrates (NSCE), and cell wall ethanol (CWE) data for each genotype. The genotypes were evaluated in two replications at two locations in Tennessee; the Plateau Research and Education Center (PREC), Crossville and East Tennessee Research and Education Center (ETREC), Knoxville in 2020 and 2021. ETOH, cellulose, hemicellulose, GLC, SUG, KL, ash, PCA, FEST, FETH, PENT, HEXE, NSCE, and CWE were measured in mg/g and PSOL and PPEN were measured in %.



‘File 2.QTL_phenotype.csv’ provides averaged phenotype information for each genotype derived through the statistical analysis and was used as phenotype data in QTL mapping.
DOI: 10.5281/zenodo.15770211
title: Bioenergy traits data of lowland switchgrass (Panicum virgatum L.) hybrid populations

description: Switchgrass (Panicum virgatum L.) is a potential source for producing bioenergy from lignocellulosic biomass. Many breeding programs focus on the genetic improvement of switchgrass for increasing bioenergy traits. Significant genetic variation for bioenergy traits was observed in lowland switchgrass hybrids (P<0.05). Due to the quantitative inheritance of bioenergy traits, varietal improvement for the trait through conventional methods is slow and challenging. Therefore, quantitative trait loci (QTL) mapping is used to discover marker-trait associations and accelerate the breeding process through marker-assisted selection. To identify significant QTL, this study mapped eight hybrid populations (30 to 96 F1s) developed by crossing lowland cultivars, Alamo and Kanlow. The populations were evaluated in a simulated-sward plot with two replications at two locations in Tennessee in 2020 and 2021. The crosses were genotyped using 17,251 single nucleotide polymorphisms generated through genotyping-by-sequencing. QTL mapping was performed across populations using R-QTL. The study identified ten QTL for predicted ethanol, four for cellulose, and three hemicellulose on chromosomes 1K, 1N, 2N, 4N, 5K, 5N, 7K, 8K, 8N, and 9N, respectively, with phenotypic variability ranged from 2.1 to 7.4%.

The dataset contains two comma-separated files (CSV) describing the phenotype of each individual used in the quantitative trait loci (QTL) analysis. The genotype data, including the number of SNPs and thier chromosomal locations, progeny file and linkage map, are provided in Shrestha et al. (2023).



‘File1.Phenotype_traits.csv’ contains bioenergy traits analyzed using Near-Infrared Reflectance Spectroscopy (NIRS) technique after plants reached to the physiological maturity. The traits include predicted ethanol (ETOH), cellulose, hemicellulose, glucose (GLC), sugar (SUG), klason lignin (KL), ash, p-coumarate esters (PCA), esterified ferulates (FEST), etherified ferulates (FETH), pentose sugars released per gram of dry forage (PENT), the proportion of hexoses that are non-structural or soluble (PSOL), pentose proportion of total carbohydrates (PPEN), theoretical ethanol from hexoses (HEXE), estimated ethanol from non-structural carbohydrates (NSCE), and cell wall ethanol (CWE) data for each genotype. The genotypes were evaluated in two replications at two locations in Tennessee; the Plateau Research and Education Center (PREC), Crossville and East Tennessee Research and Education Center (ETREC), Knoxville in 2020 and 2021. ETOH, cellulose, hemicellulose, GLC, SUG, KL, ash, PCA, FEST, FETH, PENT, HEXE, NSCE, and CWE were measured in mg/g and PSOL and PPEN were measured in %.



‘File 2.QTL_phenotype.csv’ provides averaged phenotype information for each genotype derived through the statistical analysis and was used as phenotype data in QTL mapping.
DOI: 10.82551/fwvy-x385
title: Visits
DOI: 10.82551/tp7e-va02
title: Visits
DOI: 10.82551/g0k3-x181
title: Company Insights
DOI: 10.82551/zsjv-z052
title: Company Insights
DOI: 10.15468/dl.54veds
title: Occurrence Download

description: A dataset containing 1423 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Quercus gilva Blume"
 ]
}

 The dataset includes 1423 records from 117 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079035-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15156/bio/sh1081005.10fu
title: SH1081005.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.