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

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mexipedium xerophyticum (Soto Arenas, Salazar & Hágsater) V.A.Albert & M.W.Chase"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0143775-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4eu2pt
title: Occurrence Download

description: A dataset containing 1031 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "TaxonKey is Anodorhynchus hyacinthinus (Latham, 1790)",
 "Year 2020-2022"
 ]
}

 The dataset includes 1031 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0169518-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gutd3u
title: Occurrence Download

description: A dataset containing 19907 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-85.16072 10.50371,-84.81514 10.50371,-84.81514 10.81173,-85.16072 10.81173,-85.16072 10.50371))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 19907 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0143774-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vvfbte
title: Occurrence Download

description: A dataset containing 39703 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ursus americanus Pallas, 1780"
 ]
}

 The dataset includes 39703 records from 171 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0066256-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f2hyre
title: Occurrence Download

description: A dataset containing 118 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Streptanthus squamiformis Goodman"
 ]
}

 The dataset includes 118 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0152991-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.474v4u
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Venezuela (Bolivarian Republic of)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Eucalyptus L'Hér."
 ]
}

 The dataset includes 11 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0137962-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rnmr89
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mormodes maculata (Klotzsch) L.O.Williams"
 ]
}

 The dataset includes 38 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0143779-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6d6hqa
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hesperis theophrasti Borbás"
 ]
}

 The dataset includes 36 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0152968-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2vtn7p
title: Occurrence Download

description: A dataset containing 1408 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Crotalus molossus molossus"
 ]
}

 The dataset includes 1408 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0138047-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xy4tar
title: Occurrence Download

description: A dataset containing 125 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aralia spinifolia Merr."
 ]
}

 The dataset includes 125 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0247445-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xptmgu
title: Occurrence Download

description: A dataset containing 162 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Physalis sulphurea (Fernald) Waterf."
 ]
}

 The dataset includes 162 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078471-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zv6xxy
title: Occurrence Download

description: A dataset containing 970 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Tamandua mexicana (Saussure, 1860)"
 ]
}

 The dataset includes 970 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0137973-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gjmubr
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mormodes sanguineoclaustra Fowlie"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0143780-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nkxu6q
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Epilobium ×intersitum Hausskn.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 14 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0153012-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rxtvym
title: Occurrence Download

description: A dataset containing 120975 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Orchis mascula (L.) L.",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "Year is greater than or equal to 1990",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 120975 records from 604 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0138050-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/usctheses-ouc11399lo6o
title: Returning in-person: teacher and administrator experiences with social-emotional learning
DOI: 10.15468/dl.gqynuw
title: Occurrence Download

description: A dataset containing 284 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Ecuador",
 "Geometry POLYGON((-138.31757 -25.24874,-14.68243 -25.24874,-14.68243 24.24874,-138.31757 24.24874,-138.31757 -25.24874))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (90fd6680-349f-11d8-aa2d-b8a03c50a862, 33d232b5-5cc2-4521-8bd6-121c5bb41c32, 8e1a97a0-3ca8-11d9-8439-b8a03c50a862, 7b8aff00-a9f8-11d8-944b-b8a03c50a862, 5184e024-2899-4635-884b-c9d769e72cdd, 061b4f20-f241-11da-a328-b8a03c50a862, d0e01e0c-7e8c-49aa-aeed-15fab7dfee46, bc092ff0-02e4-11dc-991f-b8a03c50a862, 2e149736-4cc6-44d4-a068-ccb2041baf75)",
 "TaxonKey is Weinmannia fagaroides"
 ]
}

 The dataset includes 284 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008607-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/usctheses-ouc11399lm15
title: Investigating socioeconomic factors influencing entrepreneurship education for female entrepreneurs in Beijing and Hong Kong during the post-pandemic era
DOI: 10.25549/usctheses-ouc11399luz1
title: Transformational leadership in procedural justice
DOI: 10.25549/usctheses-ouc11399lo7j
title: Teacher burnout: a comparative study of teacher burnout in a high socioeconomic and Title 1 Bay Area elementary school
DOI: 10.25549/usctheses-ouc11399lmwv
title: Equitable lung cancer screening for Black men at increased risk in an under-resourced, safety-net healthcare setting
DOI: 10.25549/usctheses-ouc11399lnzf
title: How race, gender, and ethnicity influence Black and Latina superintendents’ leadership styles and student outcomes
DOI: 10.25549/usctheses-ouc11399luz0
title: Work-life strains: a study of burnout and support systems for working mothers after COVID-19
DOI: 10.34740/kaggle/dsv/14790905
title: Layline Shareholder activism dataset
DOI: 10.5281/zenodo.18580110
title: Glucagon-Like Peptide-1 Receptor Agonists Across the Heart Failure Spectrum: A Systematic Review and Meta-Analysis

description: Complete reproducible archive for a systematic review and meta-analysis evaluating GLP-1 receptor agonists across the heart failure spectrum (PROSPERO CRD420261299844). Includes raw search exports, screening data, extracted outcomes, R analysis scripts (meta-analysis, forest plots, sensitivity, subgroups, GRADE), rendered manuscript, and supplementary materials.

14 studies (6 dedicated HF trials + 8 CVOT HF subgroup analyses) encompassing 18,558 patients. Primary composite of cardiovascular death and heart failure hospitalization: HR 0.86 (95% CI 0.73–1.01, P=0.067). All-cause mortality significantly reduced: HR 0.87 (95% CI 0.81–0.93, P<0.001, I²=0%).

Searches: PubMed, Cochrane CENTRAL, ClinicalTrials.gov through February 2026.

Analysis: R (meta, metafor, dmetar) with REML + Hartung-Knapp-Sidik-Jonkman adjustment.
DOI: 10.5281/zenodo.18580111
title: Glucagon-Like Peptide-1 Receptor Agonists Across the Heart Failure Spectrum: A Systematic Review and Meta-Analysis

description: Complete reproducible archive for a systematic review and meta-analysis evaluating GLP-1 receptor agonists across the heart failure spectrum (PROSPERO CRD420261299844). Includes raw search exports, screening data, extracted outcomes, R analysis scripts (meta-analysis, forest plots, sensitivity, subgroups, GRADE), rendered manuscript, and supplementary materials.

14 studies (6 dedicated HF trials + 8 CVOT HF subgroup analyses) encompassing 18,558 patients. Primary composite of cardiovascular death and heart failure hospitalization: HR 0.86 (95% CI 0.73–1.01, P=0.067). All-cause mortality significantly reduced: HR 0.87 (95% CI 0.81–0.93, P<0.001, I²=0%).

Searches: PubMed, Cochrane CENTRAL, ClinicalTrials.gov through February 2026.

Analysis: R (meta, metafor, dmetar) with REML + Hartung-Knapp-Sidik-Jonkman adjustment.
DOI: 10.15468/dl.a7tm75
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hasemania kalunga",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 7 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004469-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mxjsvx
title: Occurrence Download

description: A dataset containing 257 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Artanema longifolium",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 257 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004470-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sjvykm
title: Occurrence Download

description: A dataset containing 2382 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Morinda royoc",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 2382 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004471-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9fnn85
title: Occurrence Download

description: A dataset containing 9948 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "OccurrenceStatus is Present",
 "TaxonKey is Niphidium"
 ]
}

 The dataset includes 9948 records from 300 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004472-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/e210004v1-198516
title: Data and Code for: Accounting for Wealth Concentration in the United States

description: We assess the empirical relevance of different macroeconomic modeling approaches to wealth concentration, using the joint distribution of earnings, capital income and net worth in combination with an OLG model of household heterogeneity. We find large earnings disparities to be the primary source of US wealth concentration. This reflects the fact that labor income, from salaries but also from entrepreneurship, is a major income source for top income and wealth groups in the data. Bequests and differences in rates of return on capital together explain about half the holdings of the wealthiest of households.
DOI: 10.15468/dl.jg99br
title: Occurrence Download

description: A dataset containing 42984 records in GBIF matching the query:

 SELECT gbifid, datasetkey, specieskey, kingdom, phylum, class, "order", family, genus, species, scientificname, decimallatitude, decimallongitude, eventdate, institutioncode, "year" AS obs_year, basisofrecord, coordinateuncertaintyinmeters, issue
 FROM occurrence
 WHERE
 decimallatitude IS NOT NULL
 AND decimallongitude IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND coordinateuncertaintyinmeters IS NOT NULL
 AND coordinateuncertaintyinmeters &gt; 0
 AND coordinateuncertaintyinmeters &lt;= 200.0
 AND decimallatitude &gt;= 56.135291543055025
 AND decimallatitude &lt;= 61.2993700571118
 AND decimallongitude &gt;= -134.4772137880194
 AND decimallongitude &lt;= -115.12816301363911
 AND GBIF_Within('POLYGON ((-115.128163 56.135292, -115.128163 61.299370, -134.477214 61.299370, -134.477214 56.135292, -115.128163 56.135292))', decimallatitude, decimallongitude) = TRUE
 

 The dataset's 42984 records were derived from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004452-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4f4fp3
title: Occurrence Download

description: A dataset containing 150 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Callicarpa tomentosa",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 150 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004476-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.31302703
title: Brown bear consumption of Pacific salmon varies greatly among individuals but increases with the bear’s age and salmon availability

description: Thomas P. Quinn, Jennifer H. Stern, N. Grace Henry, Annika K. McFeely, HyeJoo Ro, Blaise Stricker, Liz Voytas, Lisette P. Waits, Jennifer R. Adams, and Aaron J. WirsingCorresponding author: Thomas Quinn, tquinn@uw.edu, (206) 794-1953<br>
DOI: 10.6084/m9.figshare.31302703.v1
title: Brown bear consumption of Pacific salmon varies greatly among individuals but increases with the bear’s age and salmon availability

description: Thomas P. Quinn, Jennifer H. Stern, N. Grace Henry, Annika K. McFeely, HyeJoo Ro, Blaise Stricker, Liz Voytas, Lisette P. Waits, Jennifer R. Adams, and Aaron J. WirsingCorresponding author: Thomas Quinn, tquinn@uw.edu, (206) 794-1953<br>
DOI: 10.15468/dl.rnumsx
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hasemania nambiquara",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 9 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004475-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3y9h33
title: Occurrence Download

description: A dataset containing 18374 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Muntingia calabura",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 18374 records from 350 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004477-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18579570
title: QinFlow_Data_1980

description: This repository provides a QinFlow test dataset for the year 1980. It includes gridded climate forcings (precipitation, Tmax, Tmin), extreme precipitation inputs (P95), topographic flow direction (D8), soil properties, land use layers, clay–sand–silt fractions, and irrigation inputs. All files are packaged in QinFlow_Data.zip for reproducible model testing and workflow validation.
DOI: 10.5281/zenodo.18579571
title: QinFlow_Data_1980

description: This repository provides a QinFlow test dataset for the year 1980. It includes gridded climate forcings (precipitation, Tmax, Tmin), extreme precipitation inputs (P95), topographic flow direction (D8), soil properties, land use layers, clay–sand–silt fractions, and irrigation inputs. All files are packaged in QinFlow_Data.zip for reproducible model testing and workflow validation.
DOI: 10.15468/dl.ju8w5z
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Calophyllum walkeri",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 12 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004478-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xny56j
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hemibrycon beni",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004481-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mngyym
title: Occurrence Download

description: A dataset containing 300 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Olmedia aspera",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 300 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004482-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.29821316
title: <b>Initial phenotypic heterogeneity determines the stability of syntrophic bacterial consortia</b>

description: Bacteria frequently engage in syntrophic interactions with other microorganisms through metabolite exchange, yet the mechanisms sustaining their stability remain poorly understood. Here, we combine evolutionary experiments and validation assays to investigate how phenotypic heterogeneity in amino acid production stabilizes syntrophic interactions between <i>Escherichia coli</i> lysine- (ΔL) and arginine-auxotroph (ΔA). In a 27-day evolution experiment, growth ceased in 70% of cocultures, with mutual benefit transitioning to amensalism as both auxotrophs reduced partner-essential amino acid production. However, 30% of cocultures maintained stable mutual beneficial relationships and ancestral fitness levels, with amino acid production levels unchanged. Subsequent validation experiments revealed that pre-existing phenotypic heterogeneity - variability in amino acid production among genetically identical strains - determined consortium outcomes. Cocultures pairing initial low-production ΔL and ΔA strains exhibited greater stability than high-production consortia. We showed that higher amino acid production was rather unfavorable to consortium fitness. High amino acid production strains incurred fitness trade-offs to elevated mortality and metabolic redundancy, resulting in the destabilizing of mutually beneficial interactions. Our findings demonstrate that pre-existing phenotypic heterogeneity in initial levels of amino acid production determines variation in the outcomes of inter-strain interactions, offering insights into the stability of microbial communities.