cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.8hcney
title: Occurrence Download

description: A dataset containing 2337 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Manucodia ater (Lesson, 1830)"
 ]
}

 The dataset includes 2337 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051096-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3efqx5
title: Occurrence Download

description: A dataset containing 1721 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((23.60156 45.27076,193.45312 60.58697,193.89843 67.40298,162.96093 74.15449,140.27343 76.87811,104.41406 82.17283,86.13281 80.74178,63.63281 79.1493,46.75781 76.32422,58.05468 70.22776,23.60156 70.22776,23.60156 45.27076))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hordeum jubatum L."
 ]
}

 The dataset includes 1721 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0315663-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ecpvfd
title: Occurrence Download

description: A dataset containing 3113 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Spiziapteryx circumcincta (Kaup, 1852)"
 ]
}

 The dataset includes 3113 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051048-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xh4wc0
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Adenopappus persicaefolius Benth., 1840",
 {
 "or" : [
 "Country is United States of America",
 "Country is Canada",
 "Country is Mexico"
 ]
 },
 "HasCoordinate is true"
 ]
}

 The dataset includes 15 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008738-160526112335914/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.25jnwp
title: Occurrence Download

description: A dataset containing 289201 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "TaxonKey is Hesperiidae",
 "Year 2000-2021"
 ]
}

 The dataset includes 289201 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0075376-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nyncop
title: Occurrence Download

description: A dataset containing 429 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Formicidae",
 "Geometry POLYGON((178.082542 -18.352896,178.082542 -18.425221,178.155670 -18.425221,178.155670 -18.352896,178.082542 -18.352896))"
 ]
}

 The dataset includes 429 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008738-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6xxsqm
title: Occurrence Download

description: A dataset containing 2762 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Paroreomyza montana (S.B.Wilson, 1890)"
 ]
}

 The dataset includes 2762 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051054-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r9977t
title: Occurrence Download

description: A dataset containing 311 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Eupodium laeve (Sm.) Murdock"
 ]
}

 The dataset includes 311 records from 37 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0282441-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pwymit
title: Occurrence Download

description: A dataset containing 27962 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aphyllanthes monspeliensis L."
 ]
}

 The dataset includes 27962 records from 85 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008738-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9xp9mv
title: Occurrence Download

description: A dataset containing 44 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crassula deceptor Schönland & Baker fil.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 44 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0315659-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kpq4xz
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eulithidium rubrilineatum (A.M.Strong, 1928)",
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is MANAGED"
 ]
 }
 },
 {
 "not" : {
 "EstablishmentMeans" : [
 "is not null"
 ]
 }
 }
 ]
 },
 {
 "or" : [
 "OccurrenceStatus is Present",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is not null"
 ]
 }
 }
 ]
 }
 ]
}

 The dataset includes 68 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051061-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xi911l
title: Occurrence Download

description: A dataset containing 817 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ekebergia capensis Sparrm.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 817 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008738-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y6auz7
title: Occurrence Download

description: A dataset containing 2131008 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Accipiter brevipes (Severtzov, 1850), Apus unicolor (Jardine, 1830), Calidris minutilla (Vieillot, 1819), Gavia stellata (Pontoppidan, 1763), Carduelis spinus (Linnaeus, 1758), Parus cinctus Boddaert, 1783, Phylloscopus trochilus (Linnaeus, 1758), Puffinus yelkouan (Acerbi, 1827))",
 "Continent is one of (Europe)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2131008 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0309802-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y3kbxt
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Coracina coerulescens (Blyth, 1842)"
 ]
}

 The dataset includes 52 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055244-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4owsat
title: Occurrence Download

description: A dataset containing 445 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Armadillo Latreille, 1803"
 ]
}

 The dataset includes 445 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008738-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qfm5vr
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Heppia adglutinata A.Massal."
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0309800-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.96b9bd
title: Occurrence Download

description: A dataset containing 381 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ficus rumphii Blume"
 ]
}

 The dataset includes 381 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051072-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.31whzv
title: Occurrence Download

description: A dataset containing 2711 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Hannemania Shaw, 1790"
 ]
}

 The dataset includes 2711 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008738-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d4g65a
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Cyanopsitta spixii (Wagler, 1832)"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055236-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t3zcxl
title: Occurrence Download

description: A dataset containing 728 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fraxinus anomala Torr. ex S.Watson"
 ]
}

 The dataset includes 728 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005691-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gwgbb8
title: Occurrence Download

description: A dataset containing 193 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ceroxylon quindiuense (H.Karst.) H.Wendl."
 ]
}

 The dataset includes 193 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008739-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pznqky
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Astilbe philippinensis L.Henry",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 21 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0315662-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yqo6mp
title: Occurrence Download

description: A dataset containing 3684 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phippsia (Trin.) R.Br.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3684 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008739-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pr8jjd
title: Occurrence Download

description: A dataset containing 18495 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is ZAF.4.2_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Passeriformes",
 "Year is 2018"
 ]
}

 The dataset includes 18495 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0255068-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yyav86
title: Occurrence Download

description: A dataset containing 470 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Micropsitta finschii (E.P.Ramsay, 1881)"
 ]
}

 The dataset includes 470 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055258-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v94d4s
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Anaphalis javanica"
 ]
}

 The dataset includes 90 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012141-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v8jant
title: Occurrence Download

description: A dataset containing 1547 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Centrostephanus longispinus"
 ]
}

 The dataset includes 1547 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0012143-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/2tbkzdpjy6.1
title: Data/software for "Variation in Synaptic Inputs Drives Functional Versatility for Sound Encoding in Globular Bushy Cells"

description: Synaptic convergence is fundamental to neuronal circuit function, impacting diverse processing like coincidence detection and signal transmission. Across sensory systems, convergence architecture and synaptic input strengths are key for extracting stimulus features. In the cochlear nucleus, globular bushy cells (GBC) receive multiple endbulb of Held terminals from the auditory nerve. These inputs vary considerably in size, even among those targeting the same cell. Yet, the functional consequences of input strength variation for sound encoding remain unclear. Here, we investigated how synaptic input variation shapes sound encoding in GBC of Mongolian gerbils using in vitro conductance-clamp recordings and computational modeling. By simulating synaptic inputs with variable strength distributions, we found that input variation enhances rate coding at the expense of temporal precision. These findings suggest that endbulb strength heterogeneity allows GBC to operate along a functional continuum which may generate diverse information streams to downstream targets.
DOI: 10.17632/c4xk49tgy3
title: Climate change & labor market

description: Monthly data for the United States from January 2003 to June 2025.
DOI: 10.17632/c4xk49tgy3.1
title: Climate change & labor market

description: Monthly data for the United States from January 2003 to June 2025.
DOI: 10.17632/mym8dng45n
title: Interdisciplinarity Between Law, Economics, and Organizations in Brazilian Higher Education Institutions Dataset

description: This dataset documents the integration of Law and Economics concepts into academic courses across Law, Economics, and Business Administration. The dataset provides comprehensive information to support analysis of the representation of Law and Economics disciplines within graduate and stricto sensu programs at Brazilian higher education institutions. This data enables a systematic evaluation of access to interdisciplinary training in Law and Economics for both public and private sector administrators.

Two criteria were used to select the analyzed higher education institutions. First, offer at least two graduate, strictly speaking, courses, e.g., Law and Economics, Law and Business Administration, or Economics and Business Administration. Second, theses and dissertations published in the CAPES catalog by April 2022.

Based on these criteria, the data collected for this research encompasses course plans, syllabi, bibliographies, and other pedagogical documents from 912 subjects, totaling 428 courses, grouped into graduate and undergraduate programs in Law, Economics, and Business Administration from the 70 selected Brazilian higher education institutions. 

The content analysis focused on identifying key terms and influential authors in the field of Law and Economics, using NVivo to systematically assess the degree of interdisciplinary integration in these courses.
DOI: 10.17632/mym8dng45n.3
title: Interdisciplinarity Between Law, Economics, and Organizations in Brazilian Higher Education Institutions Dataset

description: This dataset documents the integration of Law and Economics concepts into academic courses across Law, Economics, and Business Administration. The dataset provides comprehensive information to support analysis of the representation of Law and Economics disciplines within graduate and stricto sensu programs at Brazilian higher education institutions. This data enables a systematic evaluation of access to interdisciplinary training in Law and Economics for both public and private sector administrators.

Two criteria were used to select the analyzed higher education institutions. First, offer at least two graduate, strictly speaking, courses, e.g., Law and Economics, Law and Business Administration, or Economics and Business Administration. Second, theses and dissertations published in the CAPES catalog by April 2022.

Based on these criteria, the data collected for this research encompasses course plans, syllabi, bibliographies, and other pedagogical documents from 912 subjects, totaling 428 courses, grouped into graduate and undergraduate programs in Law, Economics, and Business Administration from the 70 selected Brazilian higher education institutions. 

The content analysis focused on identifying key terms and influential authors in the field of Law and Economics, using NVivo to systematically assess the degree of interdisciplinary integration in these courses.
DOI: 10.17632/z3hr99ptxd
title: Dataset for the "Seasonal dynamics and environmental regulation of sessile invertebrate assemblages in natural and farmed kelp habitats" Manuscript

description: The study tested the hypothesis that seasonal and environmental variability influences the composition and relative abundance of sessile invertebrate assemblages, and that these patterns differ between habitats inside a kelp farm and natural reference sites. The study had two objectives: (i) to assess whether marine environmental conditions, including temperature, salinity, and total dissolved solids, influence the spatio-temporal patterns of sessile invertebrates at shearwater Bay kelp farm and Diaz Point native kelp forest; and (ii) to investigate seasonal dynamics in the composition and abundance of these assemblages, providing insights into their ecological roles in natural and farmed kelp systems.

Two complementary datasets were collected. The quarterly survey (QS), conducted at Diaz Point and Shearwater Bay, recorded abundance of sessile invertebrates on structures alongside environmental parameters. Counts and percentage cover were normalized to calculate relative abundances, and Redundancy Analysis (RDA) was used to assess correlations between environmental variables and assemblage composition. These data show that environmental factors, particularly temperature, salinity, and total dissolved solids, are correlated with relative abundances of key taxa, indicating their influence on community structure.

The experimental survey (ES), conducted at Shearwater Bay inside and outside the kelp farm, monitored specific quadrats (10 x 10cm) on structures (float tops, rope sides with tags, and block surfaces). Due to dense red algae growth, a semi- and later full-destructive approach was employed to accurately assess percent cover and visibility of sessile taxa. Temporal patterns in assemblage composition were analyzed using the Friedman test, revealing clear seasonal variability across sites and structure components.

These datasets provide detailed records of species identity, abundance, percent cover, environmental parameters, and structure-specific observations. They can be used to explore seasonal dynamics, environmental drivers, and habitat-specific assemblage patterns. Researchers can reproduce the surveys by deploying similar structures, applying fixed quadrats, recording environmental variables, and using comparable statistical approaches. Percent cover, visibility scores, and normalized abundances allow interpretation of community composition and ecological responses to environmental variability in natural and farmed kelp systems.