cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.pk6n6g
title: Occurrence Download

description: A dataset containing 190 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Vicia sativa"
 ]
}

 The dataset includes 190 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050654-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pch43t
title: Occurrence Download

description: A dataset containing 296 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Vigna unguiculata"
 ]
}

 The dataset includes 296 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050656-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5p425s
title: Occurrence Download

description: A dataset containing 544 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Viguiera cordata"
 ]
}

 The dataset includes 544 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050657-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4hfv6d
title: Occurrence Download

description: A dataset containing 2474 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Viguiera dentata"
 ]
}

 The dataset includes 2474 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050658-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17918802
title: Geo.v.1
DOI: 10.5281/zenodo.17918801
title: Geo.v.1
DOI: 10.5281/zenodo.17918830
title: Code for the study "Unveiling the Atlantic Meridional Overturning Circulation Fingerprints over Different Timescales Using Deep Learning"

description: This dataset contains the code used in the study "Unveiling the Atlantic Meridional Overturning Circulation Fingerprints over Different Timescales Using Deep Learning".
DOI: 10.5281/zenodo.17918829
title: Code for the study "Unveiling the Atlantic Meridional Overturning Circulation Fingerprints over Different Timescales Using Deep Learning"

description: This dataset contains the code used in the study "Unveiling the Atlantic Meridional Overturning Circulation Fingerprints over Different Timescales Using Deep Learning".
DOI: 10.15468/dl.vc69cg
title: Occurrence Download

description: A dataset containing 2162764 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Korea, Republic of",
 "TaxonKey is Aves"
 ]
}

 The dataset includes 2162764 records from 140 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050631-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14137055
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.ntvw3j
title: Occurrence Download

description: A dataset containing 417320 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-68.19128 10.23075, -68.19359 10.17198, -68.19145 10.15571, -68.14861 10.00379, -68.06438 9.870291, -67.94571 9.766215, -67.90876 9.749182, -67.89115 9.733729, -67.88723 9.73192, -67.88005 9.725613, -67.73664 9.659466, -67.68639 9.652176, -67.63168 9.62693, -67.62648 9.626175, -67.61051 9.618806, -67.45414 9.59611, -67.43399 9.59611, -67.25055 9.627605, -67.08811 9.718483, -66.96529 9.858335, -66.95467 9.884879, -66.94933 9.890961, -66.8802 10.06381, -66.8727 10.24982, -66.87377 10.25796, -66.91649 10.41004, -67.00067 10.5437, -67.00473 10.54727, -67.0385 10.60083, -67.15719 10.70496, -67.16116 10.7068, -67.16839 10.71314, -67.18266 10.71972, -67.25885 10.78649, -67.40214 10.85251, -67.55827 10.87514, -67.56835 10.87514, -67.62121 10.86605, -67.62775 10.867, -67.6479 10.867, -67.83158 10.83542, -67.99417 10.74431, -68.117 10.60414, -68.18596 10.431, -68.19314 10.24476, -68.19128 10.23075), (-67.56835 10.32514, -67.55827 10.32514, -67.55289 10.28444, -67.56297 10.28444, -67.56082 10.26817, -67.5709 10.26817, -67.56875 10.25189, -67.55867 10.25189, -67.5576 10.24376, -67.51729 10.24376, -67.51622 10.23562, -67.48599 10.23562, -67.48706 10.24376, -67.47699 10.24376, -67.47805 10.25189, -67.46798 10.25189, -67.46691 10.24376, -67.45683 10.24376, -67.45256 10.21121, -67.44249 10.21121, -67.44036 10.19493, -67.43028 10.19493, -67.42922 10.18679, -67.41914 10.18679, -67.41808 10.17866, -67.42816 10.17866, -67.42709 10.17052, -67.43717 10.17052, -67.43399 10.14611, -67.45414 10.14611, -67.4552 10.15425, -67.47535 10.15425, -67.48173 10.20307, -67.4918 10.20307, -67.49287 10.21121, -67.5231 10.21121, -67.52203 10.20307, -67.53211 10.20307, -67.53104 10.19493, -67.54112 10.19493, -67.56127 10.19493, -67.56021 10.18679, -67.58036 10.18679, -67.58142 10.19493, -67.5915 10.19493, -67.59363 10.21121, -67.60371 10.21121, -67.60478 10.21934, -67.62493 10.21934, -67.626 10.22748, -67.64616 10.22748, -67.6483 10.24376, -67.63822 10.24376, -67.63929 10.25189, -67.62922 10.25189, -67.63351 10.28444, -67.64359 10.28444, -67.6479 10.317, -67.62775 10.317, -67.62667 10.30886, -67.61659 10.30886, -67.61336 10.28444, -67.60328 10.28444, -67.6022 10.27631, -67.58205 10.27631, -67.58312 10.28444, -67.57304 10.28444, -67.57412 10.29258, -67.56404 10.29258, -67.56835 10.32514))",
 "Year is greater than or equal to 2010",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 417320 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050644-251120083545085/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.30868970
title: mice 16S rDNA data

description: mice 16S rDNA data
DOI: 10.6084/m9.figshare.30868970.v1
title: mice 16S rDNA data

description: mice 16S rDNA data
DOI: 10.15468/dl.zavbcs
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is New Zealand",
 "TaxonKey is Strigops habroptila",
 "Year 2024-2025"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050662-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17918785
title: Simulation-based sampling optimization in multivariate community ecology

description: This repository contains the data subsets and R code required to reproduce the analyses and figures presented in the manuscript “How much sampling is enough in multivariate community ecology? A simulation-based cost–benefit framework”. The materials support the simulation-based estimation of a priori pseudo-power and the evaluation of cost-efficient sampling designs for multivariate community data, as implemented in the ecocbo framework.

The repository includes the following files:





dataMacro.csvSubset of the beach macrofauna dataset used to illustrate a one-way design with small effect sizes, based on organism counts across tidal zones.




dataEpi.csvSubset of the mangrove-root epibenthic assemblage dataset used to demonstrate a nested hierarchical design with large effect sizes, based on percent cover data.




dataFish.csvSubset of the reef fish biomass dataset from Puerto Rico, used to evaluate sampling effort under subtle regional differences and hierarchical designs.




figures.RR script containing all code required to reproduce the analyses and generate Figures 2–3 of the manuscript, including data preprocessing, simulations, power estimation, cost–benefit optimization, and graphical outputs.



All datasets provided here are reduced and derived versions of the original sources cited in the manuscript, included solely for reproducibility of the results and figures. The complete datasets remain available from their original repositories and publications.
DOI: 10.5281/zenodo.17918786
title: Simulation-based sampling optimization in multivariate community ecology

description: This repository contains the data subsets and R code required to reproduce the analyses and figures presented in the manuscript “How much sampling is enough in multivariate community ecology? A simulation-based cost–benefit framework”. The materials support the simulation-based estimation of a priori pseudo-power and the evaluation of cost-efficient sampling designs for multivariate community data, as implemented in the ecocbo framework.

The repository includes the following files:





dataMacro.csvSubset of the beach macrofauna dataset used to illustrate a one-way design with small effect sizes, based on organism counts across tidal zones.




dataEpi.csvSubset of the mangrove-root epibenthic assemblage dataset used to demonstrate a nested hierarchical design with large effect sizes, based on percent cover data.




dataFish.csvSubset of the reef fish biomass dataset from Puerto Rico, used to evaluate sampling effort under subtle regional differences and hierarchical designs.




figures.RR script containing all code required to reproduce the analyses and generate Figures 2–3 of the manuscript, including data preprocessing, simulations, power estimation, cost–benefit optimization, and graphical outputs.



All datasets provided here are reduced and derived versions of the original sources cited in the manuscript, included solely for reproducibility of the results and figures. The complete datasets remain available from their original repositories and publications.
DOI: 10.5281/zenodo.17917903
title: Timing of de novo vaccination during pregnancy impacts maternal and newborn immunity: virscan data

description: Virscan data associated with: "Timing of de novo vaccination during pregnancy impacts maternal and newborn immunity"
DOI: 10.5281/zenodo.17917902
title: Timing of de novo vaccination during pregnancy impacts maternal and newborn immunity: virscan data

description: Virscan data associated with: "Timing of de novo vaccination during pregnancy impacts maternal and newborn immunity"
DOI: 10.15468/dl.6eagzx
title: Occurrence Download

description: A dataset containing 437510 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "DecimalLatitude is greater than or equal to 39.085278",
 "DecimalLatitude is less than or equal to 44.085278",
 "DecimalLongitude is greater than or equal to 140.0",
 "DecimalLongitude is less than or equal to 145.0",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 437510 records from 160 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050651-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n5jvzt
title: Occurrence Download

description: A dataset containing 244780 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is one of (Euphagus carolinus)",
 "BasisOfRecord is one of (Human Observation, Observation, Occurrence evidence)",
 "Year is greater than or equal to 1951",
 "Year is less than or equal to 2024",
 "Month is greater than or equal to April",
 "Month is less than or equal to July",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 244780 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050655-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rqc2ue
title: Occurrence Download

description: A dataset containing 48981 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ampelopsis"
 ]
}

 The dataset includes 48981 records from 466 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050664-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v3k5pj
title: Occurrence Download

description: A dataset containing 129 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "StateProvince is Oaxaca",
 "TaxonKey is Odocoileus virginianus (Zimmermann, 1780)",
 "Year 2016-2023"
 ]
}

 The dataset includes 129 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025280-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pstmcd
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Copsychus cebuensis (Steere, 1890)"
 ]
}

 The dataset includes 47 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056781-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xh3bqf
title: Occurrence Download

description: A dataset containing 30926 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Annelida collection of National Museum of Nature and Science"
 ]
}

 The dataset includes 30926 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009086-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rp8c7x
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Masdevallia geminiflora P.Ortiz"
 ]
}

 The dataset includes 11 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0172383-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.i5hisz
title: Occurrence Download

description: A dataset containing 155120 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "Country is Madagascar",
 "Year is greater than or equal to 1997"
 ]
}

 The dataset includes 155120 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056788-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8nlkof
title: Occurrence Download

description: A dataset containing 2436 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ipnopidae"
 ]
}

 The dataset includes 2436 records from 65 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009089-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ddh5p2
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lobelia poetica E.Wimm."
 ]
}

 The dataset includes 25 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0172384-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q4t9p9
title: Occurrence Download

description: A dataset containing 13853 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Certhionyx variegatus R.Lesson, 1830"
 ]
}

 The dataset includes 13853 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022757-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s8egg4
title: Occurrence Download

description: A dataset containing 4185 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "Country is Mayotte",
 "Year is greater than or equal to 1997"
 ]
}

 The dataset includes 4185 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056791-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ptus0f
title: Occurrence Download

description: A dataset containing 330 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Panthera onca (Linnaeus, 1758)",
 "Country is Mexico"
 ]
}

 The dataset includes 330 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009092-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vbn3td
title: Occurrence Download

description: A dataset containing 2572 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-180 -90,180 -90,180 -50,-180 -50,-180 -90))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sterna paradisaea Pontoppidan, 1763"
 ]
}

 The dataset includes 2572 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027566-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bfezxn
title: Occurrence Download

description: A dataset containing 22804 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Zamiaceae"
 ]
}

 The dataset includes 22804 records from 223 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0056793-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b3u2ug
title: Occurrence Download

description: A dataset containing 1088577 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Quercus robur L."
 ]
}

 The dataset includes 1088577 records from 2463 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0028794-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cdufnh
title: Occurrence Download

description: A dataset containing 987319 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Tyrannus verticalis Say, 1823"
 ]
}

 The dataset includes 987319 records from 105 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031821-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w55ybr
title: Occurrence Download

description: A dataset containing 780466 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Vireo flavifrons Vieillot, 1808"
 ]
}

 The dataset includes 780466 records from 112 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0031955-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ztrp4f
title: Occurrence Download

description: A dataset containing 2561336 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Spinus psaltria (Say, 1822)"
 ]
}

 The dataset includes 2561336 records from 225 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030868-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wvtfaa
title: Occurrence Download

description: A dataset containing 1967677 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Zenaida asiatica (Linnaeus, 1758)"
 ]
}

 The dataset includes 1967677 records from 143 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032044-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ju2368
title: Occurrence Download

description: A dataset containing 1160183 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sterna forsteri Nuttall, 1834"
 ]
}

 The dataset includes 1160183 records from 123 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030929-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cjcc6k
title: Occurrence Download

description: A dataset containing 367261 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hippolais icterina (Vieillot, 1817)"
 ]
}

 The dataset includes 367261 records from 354 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0026679-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jt7c3j
title: Occurrence Download

description: A dataset containing 2145658 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Stelgidopteryx serripennis (Audubon, 1838)"
 ]
}

 The dataset includes 2145658 records from 131 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030913-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.