cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.f8jtss
title: Occurrence Download

description: A dataset containing 9192 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GenusKey is Symphonia",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "HasGeospatialIssue is false",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 9192 records from 297 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063573-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kpbvxc
title: Occurrence Download

description: A dataset containing 431 species occurrences available in GBIF matching the query:
{
 "and" : [
 "License is CC0 1.0",
 "MediaType is Image",
 "OccurrenceStatus is Present",
 "TaxonKey is Adenanthera pavonina",
 "Year 1000-2025"
 ]
}

 The dataset includes 431 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063575-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cvdec4
title: Occurrence Download

description: A dataset containing 174 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Tasniphargus tyleri, Austrogammarus australis, Austrogammarus haasei, Liagoceradocus branchialis, Liagoceradocus subthalassicus, Microrchestia bousfieldi, Nedsia fragilis, Nedsia humphreysi, Nedsia hurlberti, Nedsia macrosculptilis, Nedsia sculptilis, Nedsia scuiptilis, Nedsia straskraba, Bogidomma australis, Metaprotella haswelliana, Hurleya, Hurleya kalamundae, Nedsia urifimbriata, Nedsia urofimbriata)"
 ]
}

 The dataset includes 174 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063576-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gtd5vw
title: Occurrence Download

description: A dataset containing 78492 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Craterellus tubaeformis",
 "TaxonKey is Craterellus"
 ]
 },
 "HasCoordinate is true",
 "Year is greater than or equal to 1980"
 ]
}

 The dataset includes 78492 records from 406 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063565-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k3295t
title: Occurrence Download

description: A dataset containing 579328 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2025-10-27",
 "EventDate is less than or equal to 2025-11-26",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 },
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 579328 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0063567-251120083545085/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.30937784
title: dataset and code for the paper, entitled as "Biotic resistance across a nutrient gradient in experimental wetland mesocosms: Comment"

description: .<b>README.md</b>Replication guide describes file structure, required R packages, and the run order to reproduce analyses, tables, and figures reported in the manuscript.<b>typha_dominance_models.R</b>R script to fit dominance-structured statistical models and generate model outputs used in the manuscript (including coefficients and predicted values).<b>dominance_model_coefficients.csv</b>Model coefficient table exported from the dominance-structured models (output from typha_dominance_models.R) used for reporting results.<b>typha_tank_level_processed.csv</b>Processed tank-level dataset used as input for dominance-structured models (cleaned/derived from the original archive; analysis-ready format).<b>typha_taxon_biomass_processed.csv</b>Processed taxon/biomass dataset used for dominance and composition calculations; analysis-ready input for model scripts.<b>typha_dominance_index_by_tank.csv</b>Derived dominance index values calculated per tank from processed biomass/taxon data; used as predictor/response in dominance analyses.<b>predictions_mean_nutrient.csv</b>Predicted values at mean nutrient conditions used to reproduce the manuscript’s prediction panel(s); exported output for figure generation.<b>variance_partitioning_typeII.csv</b>Type-II/variance partitioning summary (percent explained by terms) used in the manuscript’s variance partitioning panel/table.<b>typha_site_context_models.R</b>R script for site-context / interaction models (e.g., site × competition and related terms) and associated summaries reported in the manuscript.<b>typha_misclassification_simulations.R</b>R script to run misclassification simulation scenarios and summarize impacts on key results; reproduces simulation outputs reported in Appendix S2/S3.<b>misclassification_simulation_results.csv</b>Results table from misclassification simulations (output from typha_misclassification_simulations.R), used for reporting/plots in the appendices.
DOI: 10.6084/m9.figshare.30937784.v1
title: dataset and code for the paper, entitled as "Biotic resistance across a nutrient gradient in experimental wetland mesocosms: Comment"

description: .<b>README.md</b>Replication guide describes file structure, required R packages, and the run order to reproduce analyses, tables, and figures reported in the manuscript.<b>typha_dominance_models.R</b>R script to fit dominance-structured statistical models and generate model outputs used in the manuscript (including coefficients and predicted values).<b>dominance_model_coefficients.csv</b>Model coefficient table exported from the dominance-structured models (output from typha_dominance_models.R) used for reporting results.<b>typha_tank_level_processed.csv</b>Processed tank-level dataset used as input for dominance-structured models (cleaned/derived from the original archive; analysis-ready format).<b>typha_taxon_biomass_processed.csv</b>Processed taxon/biomass dataset used for dominance and composition calculations; analysis-ready input for model scripts.<b>typha_dominance_index_by_tank.csv</b>Derived dominance index values calculated per tank from processed biomass/taxon data; used as predictor/response in dominance analyses.<b>predictions_mean_nutrient.csv</b>Predicted values at mean nutrient conditions used to reproduce the manuscript’s prediction panel(s); exported output for figure generation.<b>variance_partitioning_typeII.csv</b>Type-II/variance partitioning summary (percent explained by terms) used in the manuscript’s variance partitioning panel/table.<b>typha_site_context_models.R</b>R script for site-context / interaction models (e.g., site × competition and related terms) and associated summaries reported in the manuscript.<b>typha_misclassification_simulations.R</b>R script to run misclassification simulation scenarios and summarize impacts on key results; reproduces simulation outputs reported in Appendix S2/S3.<b>misclassification_simulation_results.csv</b>Results table from misclassification simulations (output from typha_misclassification_simulations.R), used for reporting/plots in the appendices.
DOI: 10.25582/data.2024-04.3089921/2557388
title: Data for EMSL Project 60257 from April 2024
DOI: 10.25582/data.2024-04.3089932/2557389
title: Data for EMSL Project 60257 from April 2024
DOI: 10.25582/data.2024-04.3089936/2557390
title: Data for EMSL Project 60257 from April 2024
DOI: 10.25582/data.2024-04.3089938/2557391
title: Data for EMSL Project 60257 from April 2024
DOI: 10.15468/dl.9qg6ca
title: Occurrence Download

description: A dataset containing 411 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "TaxonKey is one of (Stereochilus marginatus (Hallowell, 1856))"
 ]
}

 The dataset includes 411 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003979-250415084134356/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25582/data.2024-04.3089956/2557392
title: Data for EMSL Project 60257 from April 2024
DOI: 10.25582/data.2024-04.3089957/2557393
title: Data for EMSL Project 60257 from April 2024
DOI: 10.15468/dl.89854p
title: Occurrence Download

description: A dataset containing 528 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "Geometry MULTIPOLYGON (((118.22357 24.40421, 118.21167 24.40421, 118.20587 24.40641, 118.20747 24.41251, 118.21137 24.41891, 118.22607 24.44141, 118.22967 24.44501, 118.23467 24.44721, 118.24137 24.44581, 118.24467 24.44191, 118.24937 24.43301, 118.24997 24.42721, 118.24917 24.42171, 118.22857 24.40641, 118.22357 24.40421)), ((118.41917 24.39581, 118.29527 24.38831, 118.28777 24.38921, 118.28277 24.39191, 118.27557 24.39921, 118.27717 24.40501, 118.28077 24.40891, 118.29337 24.41981, 118.29967 24.43361, 118.33027 24.46331, 118.39307 24.51581, 118.40167 24.52171, 118.40577 24.51971, 118.43607 24.49781, 118.43937 24.49391, 118.44967 24.47051, 118.45107 24.46551, 118.45027 24.45861, 118.44667 24.43551, 118.44557 24.42861, 118.44327 24.42331, 118.42277 24.39941, 118.41917 24.39581)))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1900"
 ]
}

 The dataset includes 528 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039751-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rdf562
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is China",
 "Country is Hong Kong",
 "Country is Macao"
 ]
 },
 "TaxonKey is Panthera pardus (Linnaeus, 1758)"
 ]
}

 The dataset includes 60 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061284-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xjxqmu
title: Occurrence Download

description: A dataset containing 494 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Architeuthis Steenstrup, 1857"
 ]
}

 The dataset includes 494 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036764-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a8b7ft
title: Occurrence Download

description: A dataset containing 739436 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation"
 ]
 },
 "Country is Netherlands",
 "TaxonKey is Mammalia"
 ]
}

 The dataset includes 739436 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061290-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h5yqgj
title: Occurrence Download

description: A dataset containing 161618 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Month is December",
 "Month is January",
 "Month is February"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Melospiza lincolnii (Audubon, 1834)",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 161618 records from 64 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039766-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hqvmrg
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "TaxonKey is Hillia killipii Standl.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 26 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045214-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.oueszp
title: Occurrence Download

description: A dataset containing 4766 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caesalpinia decapetala (Roth) Alston"
 ]
}

 The dataset includes 4766 records from 193 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036768-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.urefnb
title: Occurrence Download

description: A dataset containing 105044 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Herbarium Senckenbergianum (FR) - Fungi"
 ]
}

 The dataset includes 105044 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061296-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a7vycq
title: Occurrence Download

description: A dataset containing 7203 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Serpophaga nigricans (Vieillot, 1817)"
 ]
}

 The dataset includes 7203 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060935-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h3b2fe
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((112.98477 31.59943,92.77817 26.04034,99.25735 8.75473,123.9711 21.64581,112.98477 31.59943))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Acer wangchii W.P.Fang"
 ]
}

 The dataset includes 8 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046906-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5js9jr
title: Occurrence Download

description: A dataset containing 2382 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 {
 "or" : [
 "Country is United States of America",
 "Country is Canada"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Sassafras albidum (Nutt.) Nees",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2382 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002636-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hy8kt6
title: Occurrence Download

description: A dataset containing 9497 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Continent is Africa",
 "Continent is Europe"
 ]
 },
 "TaxonKey is Mustela erminea Linnaeus, 1758"
 ]
}

 The dataset includes 9497 records from 47 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0032105-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j6dpws
title: Occurrence Download

description: A dataset containing 468 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Liberia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pan troglodytes (Blumenbach, 1775)",
 "Year 1970-2021"
 ]
}

 The dataset includes 468 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0054424-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ladfls
title: Occurrence Download

description: A dataset containing 309 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "TaxonKey is Amphibia",
 "TaxonKey is Aves",
 "TaxonKey is Insecta",
 "TaxonKey is Reptilia",
 "TaxonKey is Mammalia",
 "TaxonKey is Chilopoda",
 "TaxonKey is Diplopoda",
 "TaxonKey is Arachnida"
 ]
 },
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation"
 ]
 },
 "HasCoordinate is true",
 "DecimalLongitude is greater than or equal to 135.000000",
 "DecimalLongitude is less than 140.000000",
 "DecimalLatitude is greater than or equal to 45.000000",
 "DecimalLatitude is less than 50.000000",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2018"
 ]
}

 The dataset includes 309 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002636-180730143533302/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g267kx
title: Occurrence Download

description: A dataset containing 1906 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arremon abeillei R.Lesson, 1844"
 ]
}

 The dataset includes 1906 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0045199-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.we8vb4
title: Occurrence Download

description: A dataset containing 2448 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hormathophylla spinosa (L.) P.Küpfer",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 2448 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035203-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rru1sq
title: Occurrence Download

description: A dataset containing 411 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Protea cynaroides (L.) L."
 ]
}

 The dataset includes 411 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002636-171002173027117/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.eqghx5
title: Occurrence Download

description: A dataset containing 60419 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((164.31152 -48.74895,180.30762 -48.74895,180.30762 -32.91649,164.31152 -32.91649,164.31152 -48.74895))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cyatheales"
 ]
}

 The dataset includes 60419 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0334434-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zz85yk
title: Occurrence Download

description: A dataset containing 1206 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhododendron calendulaceum (Michx.) Torr."
 ]
}

 The dataset includes 1206 records from 72 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0040245-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2v2xdp
title: Occurrence Download

description: A dataset containing 3590 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hydrochoerus hydrochaeris (Linnaeus, 1766)"
 ]
}

 The dataset includes 3590 records from 45 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046911-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dqazsf
title: Occurrence Download

description: A dataset listing the 2188 species recorded in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Unknown evidence"
 ]
 },
 "Country is Jordan",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset's 2188 records were derived from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060923-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cv6yh2
title: Occurrence Download

description: A dataset containing 436161 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is Spain",
 "HasCoordinate is true",
 "TaxonKey is Anseriformes",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 436161 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053825-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ybfks4
title: Occurrence Download

description: A dataset containing 235 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Epomophorus crypturus Peters, 1852",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1990",
 "Year is less than or equal to 2015",
 "Continent is Africa"
 ]
}

 The dataset includes 235 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057095-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.