cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.14847640
title: Single-Cell and Spatial Omics in Liver Identify Cell-Cell Communication Regulators in Aging and Insulin Resistance

description: Single-cell RNA-seq, ATAC-seq, and Spatial Transcriptomics (Resolve BioSciences' Molecular Cartography) of the Mouse Liver in Aging and Insulin Resistance

 

liver_spatial.rds: Seurat object including processed data for all samples, for Spatial Transcriptomics

liver_scRNAseq.rds: Seurat object including processed data for all samples, for scRNA-seq data

liver_scATAC.rds: Seurat object including processed data for all samples, for scATAC-seq data

 

*.txt: coordinates for all target molecules detected; Unit: 138 nm/pixel

*.tiff: DAPI images

Sample information for Spatial Transcriptomics: 

A1, B2: Young;

A2, C1: Old insulin sensitive;

B1, C2: Old insulin resistant.
DOI: 10.6084/m9.figshare.28404689
title: ORS_Colombian.sav

description: Colombian validation of the Orgasm Rating Scale in the contexts of sexual relationships and solitary masturbationCódigo Bioética: Acta No. 31 de 26/10/202
DOI: 10.6084/m9.figshare.28404689.v1
title: ORS_Colombian.sav

description: Colombian validation of the Orgasm Rating Scale in the contexts of sexual relationships and solitary masturbationCódigo Bioética: Acta No. 31 de 26/10/202
DOI: 10.15468/dl.f2c629
title: Occurrence Download

description: A dataset containing 452 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Lithobates tarahumarae (Boulenger, 1917))"
 ]
}

 The dataset includes 452 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000408-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qddntw
title: Occurrence Download

description: A dataset containing 22191 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "DatasetKey is one of (Registro de trampas cámara del monitoreo a escala de paisajes, The AAU Herbarium Database, Herbarium GB, University of Gothenburg, The System-wide Information Network for Genetic Resources (SINGER), SDNHM Marine Invertebrate Collection, Macaulay Library Audio and Video Collection, Paleobiology Database, Bioversity Collecting Mission Database, Lichens at Herbarium Berolinense, Berlin (B), NMNH Material Samples (USNM))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (c54097e6-0972-4acb-b849-eaeba29c917d, 8e1a97a0-3ca8-11d9-8439-b8a03c50a862, 0ed04352-6745-4665-9e11-7117ee91a96b, a3c228d0-3110-11db-abb8-b8a03c50a862, bc092ff0-02e4-11dc-991f-b8a03c50a862, 8a471700-4ce8-11db-b80e-b8a03c50a862, e2e717bf-551a-4917-bdc9-4fa0f342c530, b711353c-44d7-4e8b-90c5-16fea0d247e0, 57254bd0-8256-11d8-b7ed-b8a03c50a862, 66522820-055c-11d8-b84e-b8a03c50a862)",
 "TaxonKey is incertae sedis"
 ]
}

 The dataset includes 22191 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000410-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/cc181d2841a54a20cdfbe432aa41e9d7
title: DEPRECATED: Monthly measurement summaries from Friis Hills Meteorological Station (FRSM), McMurdo Dry Valleys, Antarctica

description: **DEPRECATED: Use knb-lter-mcm.7017.16 (or later) instead. Monthly summaries for this station have been discontinued, but high-frequency measurements, as well as hourly and daily summary data, are available in the referenced data package.**

 As part of the McMurdo Dry Valleys Long Term Ecological Research program, meteorological data are collected from various locations throughout the McMurdo Dry Valleys of Antarctica. This data package contains monthly measurement summaries derived from 15-minute data generated by the Friis Hills Meteorological Station (FRSM), located in Taylor Valley (Latitude: -77.7474, Longitude: 161.5162, Elevation: 1,591 meters above sea level).
DOI: 10.15468/dl.3wnqtn
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Anasaitis canalis (Chamberlin, 1925)"
 ]
}

 The dataset includes 38 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000412-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9mv63w
title: Occurrence Download

description: A dataset containing 1142 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Lithobates virgatipes (Cope, 1891))"
 ]
}

 The dataset includes 1142 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000413-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e219151
title: HUD Homelessness Prediction Model

description: Homelessness is an acknowledged problem in many places, though its causes are myriad and may vary based on the characteristics of respective communities. This report investigates heterogeneity in community-level rates of sheltered and unsheltered homelessness, separately and combined, and provides insight into underlying community-level factors associated with homelessness across the United States. This study (1) identifies and describes market variables associated with sheltered and unsheltered homelessness, (2) constructs and evaluates empirical models of community-level homelessness, and (3) analyzes relationships within subgroup populations of local markets. Findings provide insights into predicting homelessness across different community types and market factors to consider as policy interventions are developed. The study finds that housing factors, such as rental costs, crowding, and evictions, are most consistently associated with higher rates of community-level homelessness. This demonstrates that housing market dynamics and the availability of affordable housing are closely tied to homelessness at the Continuum of Care (CoC) level even when controlling for a range of economic, demographic, safety net, and climate factors.<br>
DOI: 10.3886/e219151v1
title: HUD Homelessness Prediction Model

description: Homelessness is an acknowledged problem in many places, though its causes are myriad and may vary based on the characteristics of respective communities. This report investigates heterogeneity in community-level rates of sheltered and unsheltered homelessness, separately and combined, and provides insight into underlying community-level factors associated with homelessness across the United States. This study (1) identifies and describes market variables associated with sheltered and unsheltered homelessness, (2) constructs and evaluates empirical models of community-level homelessness, and (3) analyzes relationships within subgroup populations of local markets. Findings provide insights into predicting homelessness across different community types and market factors to consider as policy interventions are developed. The study finds that housing factors, such as rental costs, crowding, and evictions, are most consistently associated with higher rates of community-level homelessness. This demonstrates that housing market dynamics and the availability of affordable housing are closely tied to homelessness at the Continuum of Care (CoC) level even when controlling for a range of economic, demographic, safety net, and climate factors.<br>
DOI: 10.34740/kaggle/dsv/10735320
title: Balochi Language to English Translation Dataset
DOI: 10.6084/m9.figshare.28107764.v1
title: Embedding context within text in urban research discourse: Steps and considerations for early-career researchers in writing literature reviews

description: This review article proposes a transformative approach for early-career researchers in urban studies to rethink the role of “context” in their literature reviews. Instead of simply summarizing existing research, it calls for a deeper investigation into the intricate relationship between context and text. Drawing on insights from a brainstorming session with 15 early-career researchers, bibliometric analysis, and directed content analysis of foundational social science works, the study highlights the hidden dynamics of this context-text interaction. It identifies four interconnected themes and four overarching contextual forces shaping this interplay, offering five key insights into the impact of context on textual analysis.Furthermore, the article presents a five-step methodological framework and practical guidelines designed to help researchers integrate context into their literature reviews, enhancing the analytical depth and significance of their work. By bridging broader academic discussions with applied fields such as architecture, urban planning, and urban design—fields that heavily rely on contextual analysis and socio-spatial theory—the study equips early-career researchers with the tools to use context as a methodological asset in academic writing. This approach encourages researchers to incorporate historical and contextual analysis effectively, enriching their work's depth and relevance. In doing so, it enhances their chances of publishing in leading peer-reviewed journals indexed in major academic databases, ultimately elevating the quality and scholarly impact of their research.
DOI: 10.15468/dl.9x83ty
title: Occurrence Download

description: A dataset containing 2239 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Lithobates yavapaiensis (Platz & Frost, 1984))"
 ]
}

 The dataset includes 2239 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000414-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dvgd63
title: Occurrence Download

description: A dataset listing the 5952 species recorded in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.46_1",
 "TaxonKey is Plantae"
 ]
}

 The dataset's 5952 records were derived from 233 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000409-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.arfaub
title: Occurrence Download

description: A dataset containing 1877 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Living Specimen, Human Observation, Observation, Material citation, Occurrence evidence, Specimen)",
 "Continent is South America",
 "Country is Colombia",
 "GadmGid is COL.22.28_2",
 "License is one of (CC0 1.0, CC-BY 4.0, CC-BY-NC 4.0)",
 "Month is one of (January, February, April, March, May, June, July, August, September, October, November, December)",
 "TaxonKey is Plantae",
 "Year 1000-2025"
 ]
}

 The dataset includes 1877 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000416-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e219145v1
title: Area Health Resource Files (1979, 1998-2000, 2005, 2008, 2012-2023)

description: Database containing more than 6,000 variables for each of the nation's counties. Contains information on health facilities, health professions, measures of resource scarcity, health status, economic activity, health training programs, and socioeconomic and environmental characteristics. Contains geographic codes and descriptors which enable it to be linked to many other files and to aggregate counties into various geographic groupings. ICPSR contains 1940-1990. Also know as Bureau of Health Professions Area Resource File.
description: Smallest Geographic Unit: County
DOI: 10.15468/dl.emcgx8
title: Occurrence Download

description: A dataset listing the 5952 species recorded in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.46_1",
 "TaxonKey is Plantae"
 ]
}

 The dataset's 5952 records were derived from 233 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000411-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cemzq9
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Desmognathus aureatus (Martof, 1956))"
 ]
}

 The dataset includes 50 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000417-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2fmp63
title: Occurrence Download

description: A dataset containing 240127 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is iNaturalist Research-grade Observations",
 "OccurrenceStatus is Present",
 "Year 2013-2013"
 ]
}

 The dataset includes 240127 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000406-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gzkmew
title: Occurrence Download

description: A dataset containing 333859 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "DatasetKey is iNaturalist Research-grade Observations",
 "OccurrenceStatus is Present",
 "Year 2014-2014"
 ]
}

 The dataset includes 333859 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000407-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/5dc6431a2df451c61f10fdda2979f3b7
title: DEPRECATED: Daily measurement summaries from Howard Glacier Meteorological Station (HODM), McMurdo Dry Valleys, Antarctica

description: **DEPRECATED: Use knb-lter-mcm.7012.18 (or later) instead. Daily summaries for this station are now part of a consolidated data package that also includes high-frequency measurements and hourly summary data.**

 As part of the McMurdo Dry Valleys Long Term Ecological Research program, meteorological data are collected from various locations throughout the McMurdo Dry Valleys of Antarctica. This package contains daily measurement summaries derived from 15-minute data generated by the Howard Glacier Meteorological Station (HODM), located in Taylor Valley (Latitude: -77.67121, Longitude: 163.07732, Elevation: 472 meters above sea level). HODM was established in 1993, during the 93/94 field season.
DOI: 10.15468/dl.vcxzbw
title: Occurrence Download

description: A dataset containing 3582 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Kalanchoe ×houghtonii D.B.Ward, Bryophyllum ×houghtonii (D.B.Ward) P.I.Forst.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 3582 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000419-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rjwm9x
title: Occurrence Download

description: A dataset containing 41 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Desmognathus intermedius (Pope, 1928))"
 ]
}

 The dataset includes 41 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000420-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14676157
title: ARGs estimated from SINGER+POLEGON for YRI in 1000 Genomes Project (Part 3)

description: The repo contains the ARG estimated with SINGER+POLEGON from CEU in 1000 Genomes Project (chr16-chr22). 100 samples are taken from the MCMC of SINGER for each chromosome. They can be processed with tskit to conveniently carry out downstream analysis.
DOI: 10.5281/zenodo.14676158
title: ARGs estimated from SINGER+POLEGON for YRI in 1000 Genomes Project (Part 3)

description: The repo contains the ARG estimated with SINGER+POLEGON from CEU in 1000 Genomes Project (chr16-chr22). 100 samples are taken from the MCMC of SINGER for each chromosome. They can be processed with tskit to conveniently carry out downstream analysis.
DOI: 10.5281/zenodo.14676127
title: ARGs estimated from SINGER+POLEGON for YRI in 1000 Genomes Project (Part 2)

description: The repo contains the ARG estimated with SINGER+POLEGON from YRI in 1000 Genomes Project (chr7-chr15). 100 samples are taken from the MCMC of SINGER for each chromosome. They can be processed with tskit to conveniently carry out downstream analysis.
DOI: 10.5281/zenodo.14676128
title: ARGs estimated from SINGER+POLEGON for YRI in 1000 Genomes Project (Part 2)

description: The repo contains the ARG estimated with SINGER+POLEGON from YRI in 1000 Genomes Project (chr7-chr15). 100 samples are taken from the MCMC of SINGER for each chromosome. They can be processed with tskit to conveniently carry out downstream analysis.
DOI: 10.5281/zenodo.14676048
title: ARGs estimated from SINGER+POLEGON for YRI in 1000 Genomes Project (Part 1)

description: The repo contains the ARG estimated with SINGER+POLEGON from YRI in 1000 Genomes Project (chr1-chr6). 100 samples are taken from the MCMC of SINGER for each chromosome. They can be processed with tskit to conveniently carry out downstream analysis.
DOI: 10.5281/zenodo.14676049
title: ARGs estimated from SINGER+POLEGON for YRI in 1000 Genomes Project (Part 1)

description: The repo contains the ARG estimated with SINGER+POLEGON from YRI in 1000 Genomes Project (chr1-chr6). 100 samples are taken from the MCMC of SINGER for each chromosome. They can be processed with tskit to conveniently carry out downstream analysis.
DOI: 10.17863/cam.115813
title: Research data supporting: "Graph neural networks for strut-based architected solids"

description: The dataset contains structure-property data for strut-based lattices with non-uniform strut radii. The lattices are based on structures from RCSR and EPINET databases, as presented in paper doi.org/10.1073/pnas.2003504118. The original family of lattices was filtered and expanded using our python code. Structural properties (compliance tensor) were calculated at various relative densities using ABAQUS simulations. The scripts that can be used to reproduce the data are included in the repository. Please see README.html or README.md for detailed instructions.
DOI: 10.5281/zenodo.14675004
title: ARGs estimated from SINGER+POLEGON for CEU in 1000 Genomes Project (Part 1)

description: The repo contains the ARG estimated with SINGER+POLEGON from CEU in 1000 Genomes Project (chr1-chr14). 100 samples are taken from the MCMC of SINGER for each chromosome. They can be processed with tskit to conveniently carry out downstream analysis.
DOI: 10.5281/zenodo.14675005
title: ARGs estimated from SINGER+POLEGON for CEU in 1000 Genomes Project (Part 1)

description: The repo contains the ARG estimated with SINGER+POLEGON from CEU in 1000 Genomes Project (chr1-chr14). 100 samples are taken from the MCMC of SINGER for each chromosome. They can be processed with tskit to conveniently carry out downstream analysis.
DOI: 10.5281/zenodo.14861374
title: Fibonacci Synthesis Conjecture
DOI: 10.5281/zenodo.14861375
title: Fibonacci Synthesis Conjecture
DOI: 10.6085/aa/marine_ltm.11.6
title: (:unkn)
DOI: 10.6085/aa/marine_cbs.11.11
title: MARINe/PISCO: Intertidal: MARINe Coastal Biodiversity Surveys: Swath Surveys Summarized

description: Long-Term Monitoring and Biodiversity Surveys done by the Multi-Agency Rocky Intertidal Network (MARINe) occur throughout the year at sites ranging from Southeast Alaska to Mexico. Long Term Monitoring surveys assess within-site community change over time, while Biodiversity surveys were designed to capture among-site patterns of community structure (abundance and spatial distribution of species). In combination, the long-term, targeted species approach and the biodiversity surveys provide a wealth of information about the structure and dynamics of rocky intertidal communities along the Pacific Coast of North America.
 This metadata record documents the Swath surveys for the MARINe Biodiversity Surveys. Biodiversity surveys are comprised of four components, all sampled along the same transects: (1) point contact estimates of intertidal cover and substrate characteristics, (2) swath transects to estimate the density of seastars and abalone, (3) quadrat sampling to estimate the density of mobile invertebrates, and (4) topography (elevation relative to mean low low water (mllw)). Selected sites are resampled on a 3-5 year cycle. A site is defined as a contiguous rocky bench of at least 30m. Swath sampling consists of recording the number of seastars and abalone on eleven 2m wide transects of variable length extending from the upper intertidal to the low intertidal.
 Please note that species of concern have been removed from all public datasets, as well as data from sites funded by the National Park Service (NPS) and the United States Navy. For a comprehensive dataset, please contact the data set owner(s). For more information about the data described in this metadata record, please visit pacificrockyintertidal.org.
 The long-term California MPA boundary and project info tables referenced in this dataset can be found as a separate dataset here: https://opc.dataone.org/view/doi:10.25494/P6V884
DOI: 10.5281/zenodo.14674977
title: ARGs estimated from SINGER+POLEGON for CEU in 1000 Genomes Project (Part 2)

description: The repo contains the ARG estimated with SINGER+POLEGON from CEU in 1000 Genomes Project (chr15-chr22). 100 samples are taken from the MCMC of SINGER for each chromosome. They can be processed with tskit to conveniently carry out downstream analysis.
DOI: 10.5281/zenodo.14674978
title: ARGs estimated from SINGER+POLEGON for CEU in 1000 Genomes Project (Part 2)

description: The repo contains the ARG estimated with SINGER+POLEGON from CEU in 1000 Genomes Project (chr15-chr22). 100 samples are taken from the MCMC of SINGER for each chromosome. They can be processed with tskit to conveniently carry out downstream analysis.
DOI: 10.15468/dl.a8rvwr
title: Occurrence Download

description: A dataset containing 965695 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-126.8708 47.45127,-123.26982 48.41541,-121.26841 50.19307,-124.47036 52.54007,-126.75602 53.7778,-126.97721 54.85295,-129.48264 56.03676,-129.70525 57.35994,-131.81851 58.59105,-132.7908 59.55488,-135.35918 60.35121,-138.64036 59.15859,-139.39551 57.16749,-132.34745 48.70679,-126.8708 47.45127))",
 "HasGeospatialIssue is false",
 "TaxonKey is Plantae",
 "Year 1975-2025"
 ]
}

 The dataset includes 965695 records from 268 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000415-250212154643175/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.