cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15156/bio/sh1133764.10fu
title: SH1133764.10FU

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.
DOI: 10.15156/bio/sh1133765.10fu
title: SH1133765.10FU

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.
DOI: 10.15156/bio/sh1133767.10fu
title: SH1133767.10FU

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.
DOI: 10.15468/dl.xhukyd
title: Occurrence Download

description: A dataset containing 7063 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is HUCO - Herbário da Universidade Estadual do Centro-Oeste"
 ]
}

 The dataset includes 7063 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005990-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111302685
title: Deuteronomy 9-10

description: [Text Description:] Fragment of Deuteronomy 9:25-10:1 ❧ [Medium:] Parchment ❧ [Script Note:] Jewish ❧ [Physical Object Description:] Parchment fragment ❧
DOI: 10.15468/dl.lleoeg
title: Occurrence Download

description: A dataset containing 7894118 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Year 1850-1939",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 7894118 records from 1443 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003614-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j9qw6q
title: Occurrence Download

description: A dataset containing 2629628 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Continuous Plankton Recorder Dataset (SAHFOS)"
 ]
}

 The dataset includes 2629628 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076442-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111302686
title: Deuteronomy 9-10

description: [Text Description:] Fragment of Deuteronomy 9:25-10:1 ❧ [Medium:] Parchment ❧ [Script Note:] Jewish ❧ [Physical Object Description:] Parchment fragment ❧
DOI: 10.15468/dl.1norhl
title: Occurrence Download

description: A dataset containing 6791 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is LUSC - Herbário de Lages da Universidade do Estado de Santa Catarina"
 ]
}

 The dataset includes 6791 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005985-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n3jpb5
title: Occurrence Download

description: A dataset containing 45 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Greece",
 "Country is Albania",
 "Country is Montenegro",
 "Country is Bosnia and Herzegovina",
 "Country is Croatia",
 "Country is Slovenia",
 "Country is Italy"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Frangula rupestris (Scop.) Schur",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 45 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020447-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.1ob2uj
title: Occurrence Download

description: A dataset containing 2776 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "TaxonKey is Sarracenia L."
 ]
}

 The dataset includes 2776 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002868-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111302753
title: Deuteronomy 9-10

description: [Text Description:] Fragment of Deuteronomy 9:25-10:1 ❧ [Medium:] Parchment ❧ [Script Note:] Jewish ❧ [Physical Object Description:] Parchment fragment ❧
DOI: 10.15468/dl.yd23nd
title: Occurrence Download

description: A dataset containing 656 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caryota urens L."
 ]
}

 The dataset includes 656 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076410-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111322110
title: Cuneiform Tablet 000229, CUN.000229

description: [Text Description:] Cuneiform Tablet, Administrative Tag, with Seal Impressions 000229 ❧ [Text or Publication Number Note:] CUN.000229 ❧ [Medium:] Clay ❧ [Script Note:] Cuneiform, Non-Alphabetic ❧ [Physical Object Description:] Clay tablet with cuneiform script, roughly triangular In shape.
DOI: 10.15468/dl.z2ttu2
title: Occurrence Download

description: A dataset containing 389 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Canada",
 "Year 1970-2018",
 "Geometry POLYGON((-95.158 41.981,-74.322 41.981,-74.322 56.785,-95.158 56.785,-95.158 41.981))",
 "HasCoordinate is true",
 "TaxonKey is Martes americana (Turton, 1806)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 389 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003459-180925134338326/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jw9ese
title: Occurrence Download

description: A dataset containing 145 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Coleção Zoológica de Referência da Universidade Federal de Mato Grosso do Sul - Chiroptera (ZUFMS-CHI)"
 ]
}

 The dataset includes 145 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003616-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc111129404
title: 4Q(?)Ruth (Ruth 2.1-2), DSS F.120

description: [Text Description:] Remains of three lines from Ruth ❧ [Text or Publication Number Note:] DSS F.120; DSS F.Ruth1; Schoyen MS 5441 ❧ [Medium:] Parchment ❧ [Script Note:] Jewish ❧ [Physical Object Description:] 5.7x4.1cm, thickness of .58±.08mm; dark brown, flaking ❧ [Physical Object Note:] Parts of 3 lines; line spacing 7mm; bottom margin of 36mm
DOI: 10.15468/dl.mw79d7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Brassica gravinae var. italica Maire & Weiller"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044856-220831081235567/datasets/export for details.
DOI: 10.15468/dl.pry3h8
title: Occurrence Download

description: A dataset containing 1053 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Florestina tripteris DC."
 ]
}

 The dataset includes 1053 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0218442-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/y4w2nrrw2n.1
title: Supplementary Material for An alternative regularization approach for modelling regional lithospheric magnetic field from satellite magnetic measurements by spherical equivalent source method and its application in Africa

description: This supporting information provides the figures of experimental results related to the spherical equivalent source model used in this study, with detailed descriptions given in each figure.
DOI: 10.17632/y4w2nrrw2n.2
title: Supplementary Material for An alternative regularization approach for modelling regional lithospheric magnetic field from satellite magnetic measurements by spherical equivalent source method and its application in Africa

description: This supporting information provides the figures of experimental results related to the spherical equivalent source model used in this study, with detailed descriptions given in each figure.
DOI: 10.15468/dl.m83t7b
title: Occurrence Download

description: A dataset containing 827033 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Royal Botanic Gardens, Kew - Herbarium Specimens",
 "Year 1841-1917"
 ]
}

 The dataset includes 827033 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020629-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/2fczcd49yj.1
title: The long-term effects of chemotherapy on normal blood cells

description: Data to accompany manuscript: The long-term effects of chemotherapy on normal blood cells

Abstract
In developed countries, up to 10% of individuals may be exposed to systemic chemotherapy for cancer and other diseases. Several chemotherapeutic agents act by increasing DNA damage in cancer cells, triggering cell death. However, there is limited understanding of the extent and long-term consequences of collateral DNA damage to normal tissues. To investigate the impact of chemotherapy on mutation burdens and cell population structure of a normal tissue we sequenced blood cell genomes from 23 individuals, aged 3–80 years, treated with a range of chemotherapy regimens. Substantial additional somatic mutation loads with characteristic mutational signatures were imposed by some chemotherapeutic agents, but there were differences in burden between different classes of agent, different agents of the same class and different blood cell types. Chemotherapy also induced premature changes in the cell population structure of normal blood, similar to those of normal ageing. The results constitute an initial survey of the long-term biological consequences of cytotoxic agents to which a substantial fraction of the population is exposed during the course of their disease management, raising mechanistic questions and highlighting opportunities for mitigation of adverse effects.

Datasets provided here:
1) Small datasets per individual (32 individuals, one sampled at two time points)

a) Annotated_mutation_files: XXXX_annotated_muts.csv
SBS and indel mutation calls with tree node assignments (column node) and gene / mutation type annotation. 

b) Tree_files: XXXX.tree
The raw tree with branch lengths equal to number of mutations assigned (without adjustment for sequencing coverage).

2) Large datasets per individual (5 normal and 5 chemotherapy exposed)
a) annotated_mut_set_XXXX_01_standard_rho01
This is an R data object and is uploaded into an R workspace using load()
The genotype matrix used for MPBoot tree building is available in the matrix: filtered_muts$Genotype_shared_bin
The dna strings used as input for MPboot are available in the vector: filtered_muts$dna_strings
The annotated variant calls with tree node information are available in the matrix: filtered_muts$COMB_mats.tree.build$mat
The genotype matrix of mutations calls per sample is available in: filtered_muts$COMB_mats.tree.build$Genotype_bin
Information on whether the variant is an SNV or indel is available in: filtered_muts$COMB_mats.tree.build$mat$Mut_type
A summary of total numbers of shared and private SNVs and indels is available in:
filtered_muts$summary

b) XXXX_sensitivity
This file contains information on the sensitivity of SNV and Indel calls per sample.

c) tree_XXXX_01_standard_rho01.tree
The raw tree with branch lengths equal to number of mutations assigned (without adjustment for sequencing coverage).

3) Nanoseq dataset
DOI: 10.17632/bgz3xf4br4.1
title: Awarness Sustainable Tourism

description: The global tourism industry faces increasing environmental, economic, and social challenges, making sustainability a critical priority. As young people represent a significant segment of global travelers, understanding their awareness and attitudes toward sustainable tourism is essential for fostering responsible tourism behaviors (Ketter, 2020; UNWTO, 2019). However, despite the growing emphasis on sustainability, there remains a gap in research exploring how youth perceptions translate into concrete actions. This study addresses this gap by examining the key factors that shape young people's awareness of sustainable tourism and their implications for education and policy development.
Using a Structural Equation Modeling (PLS-SEM) approach, this study analyzes survey data to assess constructs such as environmental awareness, economic and social impacts, and behavioral intentions toward sustainability. PLS-SEM was chosen for its ability to model complex interdependencies among latent variables, offering robust insights into the drivers of sustainable tourism awareness (Sarstedt et al., 2022). The findings reveal significant relationships between young people's knowledge of sustainable practices and their attitudes toward responsible tourism, highlighting the role of education in shaping pro-environmental behaviors (Choi & Sirakaya, 2005; UNESCO, 2016) 
This research contributes to the broader discourse on sustainability by providing empirical evidence on the importance of multidimensional awareness in tourism. 
By identifying the key drivers of sustainable tourism awareness, this study offers actionable recommendations for integrating sustainability concepts into tourism curricula, guiding policymakers, educators, and industry stakeholders in promoting long-term responsible tourism practices (Goodwin, 2017).
DOI: 10.5066/p98tqdj2
title: Measured and Modeled Water Velocities in the Detroit River Near Belle Isle from 2014-2017

description: This data set contains water depths and velocities measured with an acoustic Doppler current profiler (ADCP) used to develop a three-dimensional computational fluid dynamics (CFD) model. The CFD model was used to inform fish spawning habitat remediation projects in the Detroit River near Belle Isle. Prior to construction of three fish spawning reefs in 2016, ADCP measurements were made throughout the study area in 2014 and 2016. ADCP surveys were repeated in 2017 following the construction of the reefs. Water velocity measurements made prior to reef construction were used to calibrate the CFD model predicting the flow field over the remediation sites during pre-construction conditions. Following calibration, the three reefs were virtually added to the computational domain by manipulating the bathymetry to reflect post-construction conditions and the CFD model was repeated with the post-construction bathymetry. Post-construction ADCP measurements were then used to evaluate the ability of the model to predict flow patterns with the virtual addition of the reefs. Water velocities corresponding to specific latitude, longitude, and depth coordinates, as well as shear stress and vorticity predictions from the CFD models with and without the reefs are also included.
DOI: 10.15468/dl.z484hf
title: Occurrence Download

description: A dataset containing 335 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trichosirocalus horridus (G.W.F.Panzer, 1801)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 335 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020641-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p1m9vjqv
title: Regional flood skew for the Tennessee and parts of the Ohio and Lower Mississippi River basins (hydrologic unit codes 06, 05, and 08, respectively) in Tennessee, Kentucky, western Virginia, western West Virginia, far western Maryland and parts of North Carolina, Georgia, Alabama, and Mississippi

description: This dataset contains site information, basin characteristics, results of flood-frequency analysis, and results of Bayesian weighted least-squares/Bayesian generalized least-squares (B-WLS/B-GLS) analysis of regional skewness of the annual peak flows for 785 streamflow gaging stations (streamgages) operated by the U.S. Geological Survey (USGS) in the Tennessee and parts of the Ohio and Lower Mississippi River basins (hydrologic unit codes 06, 05, and 08, respectively) in Tennessee, Kentucky, western Virginia, western West Virginia, far western Maryland and parts of North Carolina, Georgia, Alabama, and Mississippi. Annual peak-flow data through the 2021 water year (a water year is defined as the period October 1-September 30 and named for the year in which it ends) were used in the study. For regional skew analysis, 283 of the 785 candidate streamgages were removed for pseudo record length (PRL; Veilleux and Wagner, 2021) less than 30 years, 108 were removed for redundancy, 4 were removed for regulation and 2 were removed for urbanization (see file "VAskew_Region2.csv" in this dataset). For the remaining 387 of 785 candidate streamgages, B-WLS/B-GLS regression (Veilleux and Wagner, 2021) was used to relate flood skew to a suite of 32 explanatory variables. None of the explanatory variables tested had sufficient predictive power in explaining the variability in skew in the region; thus, a constant model of regional skew, 0.048 (average variance of prediction 0.16, standard error 0.4) was selected for the study area (Messinger and others, 2025). For the 785 candidate streamgages, annual peak-flow data through the 2021 water year ("VAskew_region2.pkf") and specification ("VAskew_region2.psf"), output ("VASKEW_REGION2.PRT"), and export ("VASKEW_REGION2.EXP") files from flood-frequency analysis in version 7.4.1 of USGS PeakFQ software (hereafter referred to as "PeakFQ"; Veilleux and others, 2014; Flynn and others, 2006) are provided. Two .csv files are provided, one describing the basin characteristics tested ("BasinCharsTested.csv") and the other ("VAskew_Region2.csv") containing site information (U.S. Geological Survey, 2023), results of flood-frequency analysis in PeakFQ, and, for the 387 streamgages used in the B-WLS/B-GLS regression, PRL, unbiased at-site skew, unbiased mean squared error of the at-site skew, the B-WLS/B-GLS residual, and metrics of leverage and influence. A geographic information systems (GIS) shapefile ("VA_SkewRegion2.shp") containing a polygon representing the geographic extent of the skew region is also included.
DOI: 10.15468/dl.9tzgdt
title: Occurrence Download

description: A dataset containing 275417 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "TaxonKey is Cyclarhis gujanensis (Gmelin, 1789)"
 ]
}

 The dataset includes 275417 records from 293 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020620-250310093411724/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/p954xrdx
title: Historical Spawning Sites for Lake Whitefish (Coregonus clupeaformis) and Cisco (Coregonus artedi) in Lake Ontario and Connecting Channels, 1860-1970

description: The following data release contains coordinates for suspected historical spawning locations of lake whitefish (Coregonus clupeaformis) and cisco (Coregonus artedi) across the Lake Ontario basin, including the Niagara River and St. Lawrence River. These data were gathered from published and unpublished sources cited in the Atlas of the Spawning and Nursery Areas of Great Lakes Fishes (Goodyear et al. 1982) and other sources as described. We define &quot;spawning locations&quot; as areas having eggs or spawning fish present. When available the data also contain substrate and depth information. Pseudo-absence data used for comparison purposes are also provided in this data release. Data points were summarized using ArcGIS 10.5