cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.qxhej8
title: Occurrence Download

description: A dataset containing 35196 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation, Specimen, Occurrence evidence, Observation)",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (January, February, March, April, May, June, July, August, September, October, November, December)",
 "OccurrenceStatus is Present",
 "TaxonKey is Streptopelia Bonaparte, 1855",
 "Year 1045-2025"
 ]
}

 The dataset includes 35196 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022917-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s3abuc
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Juglans mandshurica",
 "Country is Estonia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 26 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000241-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jraxdz
title: Occurrence Download

description: A dataset containing 57 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Leopardus wiedii yucatanicus"
 ]
}

 The dataset includes 57 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000243-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h84bh7
title: Occurrence Download

description: A dataset containing 201 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Korea, Republic of",
 "TaxonKey is Vespa analis Fabricius, 1775",
 "Year 2015-2025"
 ]
}

 The dataset includes 201 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022721-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gmkrs7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hydrocynus vittatus Castelnau, 1861",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.6306 -23.844,35.6007 -23.8125,35.6007 -24.0157,35.6306 -23.844))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022720-250525065834625/datasets/export for details.
DOI: 10.6084/m9.figshare.28554947
title: SNP_data for GP

description: Homozygotes are denoted by “0” and “2” and heterozygotes are denoted by “1”.
DOI: 10.6084/m9.figshare.28554947.v1
title: SNP_data.csv

description: the related manuscript has been submitted and is currently under peer review.
DOI: 10.6084/m9.figshare.28554947.v2
title: SNP_data for GP

description: Homozygotes are denoted by “0” and “2” and heterozygotes are denoted by “1”.
DOI: 10.5281/zenodo.15602619
title: CSDXR Code and Datasets

description: The CSDXR approach
DOI: 10.5281/zenodo.15602620
title: CSDXR Code and Datasets

description: The CSDXR approach
DOI: 10.15468/dl.azjbph
title: Occurrence Download

description: A dataset containing 49385 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Columbina cruziana (Prévost, 1842)"
 ]
}

 The dataset includes 49385 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022799-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15602433
title: The Salas & Gomez and Nazca Ridges EBSA support a highly functional diversity of seabirds

description: Seabird Occurrence and Abundance Data Collection. Data on seabird occurrence and abundance at sea were obtained from the Seabirds at Sea Monitoring Program (SASMP; see Serratosa et al. (2020, https://doi.org/10.3389/fmars.2019.00838 for full methodology). Observations were conducted during 11 oceanographic surveys between 2014 and 2017, covering approximately 3,500 km of transects from the Chilean continental margin to Rapa Nui Island. Seabirds were recorded using standardized strip transect methods. An experienced observer, positioned on the vessel’s flying bridge, continuously recorded all seabirds within a 300-meter strip on one side of the ship (a 90° arc from bow to beam). Data were collected in continuous 10-minute intervals. For analysis, all 10-minute intervals recorded on the same calendar day were aggregated into a single daily transect, which served as the sampling unit. To account for variation in sampling effort across daily transects, seabird counts were standardized by the area examined during a day to obtain density estimates (individuals·km⁻2), which we refer to as abundance throughout this study. 

Functional Traits. We selected five standardized continuous morphological traits: beak length (mm), tarsus length (mm), wing length (mm), tail length (mm), and body mass (g); and then performed a Principal Component Analysis (PCA) to reduce redundancy among these correlated traits. The first two principal components explained 97% of the total variance and were retained as composite axes representing overall body size and shape variation. These axes (PC1_morph and PC2_morph) were used as continuous inputs in the functional trait space.

In addition to continuous traits, we included ecological traits that were either categorical or fuzzy-coded. Categorical traits included primary lifestyle (terrestrial, aerial, aquatic, or generalist) coded as nominal as these categories reflect alternative ecological strategies without a functional hierarchy, and diet type (invertivore, omnivore, or piscivore/scavenger), coded as ordinal following a general trophic gradient: Invertebrate < Omnivore < Vertebrate/Fish Scavenger. Fuzzy-coded traits described the proportional association of each species with three foraging strata: below the surface, around the surface, and on the ground, summing to one per species. Trait values were extracted from Tobias et al. (2022, https://doi.org/10.1111/ele.13898) for morphology and lifestyle, and from Wilman et al.(2014, https://doi.org/10.1890/13-1917.1  for foraging strata and diet.
DOI: 10.5281/zenodo.15602434
title: The Salas & Gomez and Nazca Ridges EBSA support a highly functional diversity of seabirds

description: Seabird Occurrence and Abundance Data Collection. Data on seabird occurrence and abundance at sea were obtained from the Seabirds at Sea Monitoring Program (SASMP; see Serratosa et al. (2020, https://doi.org/10.3389/fmars.2019.00838 for full methodology). Observations were conducted during 11 oceanographic surveys between 2014 and 2017, covering approximately 3,500 km of transects from the Chilean continental margin to Rapa Nui Island. Seabirds were recorded using standardized strip transect methods. An experienced observer, positioned on the vessel’s flying bridge, continuously recorded all seabirds within a 300-meter strip on one side of the ship (a 90° arc from bow to beam). Data were collected in continuous 10-minute intervals. For analysis, all 10-minute intervals recorded on the same calendar day were aggregated into a single daily transect, which served as the sampling unit. To account for variation in sampling effort across daily transects, seabird counts were standardized by the area examined during a day to obtain density estimates (individuals·km⁻2), which we refer to as abundance throughout this study. 

Functional Traits. We selected five standardized continuous morphological traits: beak length (mm), tarsus length (mm), wing length (mm), tail length (mm), and body mass (g); and then performed a Principal Component Analysis (PCA) to reduce redundancy among these correlated traits. The first two principal components explained 97% of the total variance and were retained as composite axes representing overall body size and shape variation. These axes (PC1_morph and PC2_morph) were used as continuous inputs in the functional trait space.

In addition to continuous traits, we included ecological traits that were either categorical or fuzzy-coded. Categorical traits included primary lifestyle (terrestrial, aerial, aquatic, or generalist) coded as nominal as these categories reflect alternative ecological strategies without a functional hierarchy, and diet type (invertivore, omnivore, or piscivore/scavenger), coded as ordinal following a general trophic gradient: Invertebrate < Omnivore < Vertebrate/Fish Scavenger. Fuzzy-coded traits described the proportional association of each species with three foraging strata: below the surface, around the surface, and on the ground, summing to one per species. Trait values were extracted from Tobias et al. (2022, https://doi.org/10.1111/ele.13898) for morphology and lifestyle, and from Wilman et al.(2014, https://doi.org/10.1890/13-1917.1  for foraging strata and diet.
DOI: 10.15468/dl.ns5du8
title: Occurrence Download

description: A dataset containing 151 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coleophora quadrilineella Chambers, 1878"
 ]
}

 The dataset includes 151 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023070-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15603331
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250605r Initial

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250605r Initial. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.15603332
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250605r Initial

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250605r Initial. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.15468/dl.nj285r
title: Occurrence Download

description: A dataset containing 1118 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation, Specimen)",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (January, February, March, April, May, June, July, August, September, October, November, December)",
 "OccurrenceStatus is Present",
 "TaxonKey is Apodemus Kaup, 1829",
 "Year 1045-2025"
 ]
}

 The dataset includes 1118 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023071-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9q5vh5
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Sphecodes columbiae Cockerell, 1906"
 ]
}

 The dataset includes 19 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022962-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.esbkax
title: Occurrence Download

description: A dataset containing 296 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cuspidaria simplicifolia DC."
 ]
}

 The dataset includes 296 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022963-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5066/f7bg2m16
title: SUPERSEDED: Raw Ground Penetrating Radar Data, Taku Glacier, Alaska; 2013

description: No data are available from this page. U.S. Geological Survey ground penetrating radar (GPR) data from select North American glaciers, including the Taku Glacier, are available in the U.S. Geological Survey data release: https://doi.org/10.5066/F7M043G7
DOI: 10.15468/dl.sw2fuh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Enteromius amatolicus (Skelton, 1990)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.6306 -23.844,35.6007 -23.8125,35.6007 -24.0157,35.6306 -23.844))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023115-250525065834625/datasets/export for details.
DOI: 10.15468/dl.ezrbap
title: Occurrence Download

description: A dataset containing 42953 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Ortalis canicollis"
 ]
}

 The dataset includes 42953 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000203-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fettk8
title: Occurrence Download

description: A dataset containing 90 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Haplosporidium",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON ((-6.6 29.26705, -6.6 50.94, 40.81373 50.94, 40.81373 29.26705, -6.6 29.26705))",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation, Material sample)"
 ]
}

 The dataset includes 90 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000244-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b4atvy
title: Occurrence Download

description: A dataset containing 4552 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((25.00903 -33.32536,26.06725 -33.29055,26.07885 -32.83106,25.02063 -32.85891,25.00903 -33.32536))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is one of (NE, DD, LC, NT, VU, EN, CR, EW, EX)",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 4552 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023171-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15599150
title: HPLC Hemoglobin and CBC Dataset – West Bengal, India

description: This dataset contains anonymized high-performance liquid chromatography (HPLC) results from a cross-sectional hematological screening study conducted in West Bengal, India. The dataset includes demographic variables (age, gender, religion, district), HPLC-derived hemoglobin fractions (HbA0, HbA2, HbF, S-window, Unknown), complete blood count (CBC) parameters (RBC count, hemoglobin concentration, MCV, MCH, MCHC, RDWcv), and clinical indicators (presence of weakness or jaundice). The final diagnosis categorizes individuals as either normalor carriers of hemoglobinopathies, including beta-thalassemia trait. This dataset can support exploratory data analysis, diagnostic model development, and epidemiological research on thalassemia and other red cell disorders.
DOI: 10.5281/zenodo.15599151
title: HPLC Hemoglobin and CBC Dataset – West Bengal, India

description: This dataset contains anonymized high-performance liquid chromatography (HPLC) results from a cross-sectional hematological screening study conducted in West Bengal, India. The dataset includes demographic variables (age, gender, religion, district), HPLC-derived hemoglobin fractions (HbA0, HbA2, HbF, S-window, Unknown), complete blood count (CBC) parameters (RBC count, hemoglobin concentration, MCV, MCH, MCHC, RDWcv), and clinical indicators (presence of weakness or jaundice). The final diagnosis categorizes individuals as either normalor carriers of hemoglobinopathies, including beta-thalassemia trait. This dataset can support exploratory data analysis, diagnostic model development, and epidemiological research on thalassemia and other red cell disorders.
DOI: 10.15468/dl.yfd547
title: Occurrence Download

description: A dataset containing 246 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Abronia graminea (Cope, 1864)"
 ]
}

 The dataset includes 246 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022722-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xqyz9a
title: Occurrence Download

description: A dataset containing 1141017 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Africa",
 "Country is Benin"
 ]
}

 The dataset includes 1141017 records from 524 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022693-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uwkr5a
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Enteromius afrohamiltoni (Crass, 1960)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.0214 -34.0501,25.5395 -34.1098,25.5395 -32.9007,20.509 -32.9007,20.509 -34.5676,20.524 -34.555,20.8859 -34.5419,20.9606 -34.4398,21.2995 -34.5131,21.5296 -34.4338,21.8696 -34.4439,22.0323 -34.2835,22.221 -34.2428,22.2566 -34.1304,22.5993 -34.0741,22.9652 -34.1674,23.4069 -34.1858,23.4955 -34.0792,23.6056 -34.0563,24.8471 -34.2877,24.9447 -34.2397,25.0214 -34.0501))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023013-250525065834625/datasets/export for details.
DOI: 10.15468/dl.s5tyea
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Carassius auratus (Linnaeus, 1758)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((32.064 -28.9416,32.4847 -28.5786,30.5701 -28.5786,30.5701 -30.7329,30.6252 -30.6659,31.4179 -29.4257,31.8178 -29.0299,32.064 -28.9416))"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022801-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6073/pasta/79751f8032e39a093e49369e007b5756
title: Plant and root biomass, nitrogen, carbon, and phosphorus concentrations in a mesic acidic tussock tundra experimental site established in 1981(MAT81) and harvested in 2015, Arctic LTER, Toolik Lake, Alaska.

description: Plant and root biomass, nitrogen, carbon, and phosphorus were measured in 2015 in an Arctic LTER tussock tundra experimental site. This site was established in 1981 and has been harvested in previous years (see Shaver and Chapin Ecological Monographs, 61(1), 1991 pp.1-31, https://doi.org/10.2307/1942997). This file contains the biomass numbers for each harvested quadrat and percent carbon, nitrogen, and phosphorus block summaries for control and fertilized plots. Only the original 4 blocks are included. The new control plots are in a separate dataset.
DOI: 10.7910/dvn/00zpo1
title: Replication data for: Announcement-Specific Decompositions of Unconventional Monetary Policy Shocks and Their Effects

description: Replication package for "Announcement-Specific Decompositions of Unconventional Monetary Policy Shocks and Their Effects"
description: TBD
DOI: 10.15468/dl.vvr6hs
title: Occurrence Download

description: A dataset containing 955 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Goeppertia marantifolia (Standl.) Borchs. & S.Suárez"
 ]
}

 The dataset includes 955 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023116-250525065834625/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.29265059.v2
title: Data set and R script II for "<i>Experimental Drought Enhances Plant Invasions Along an Aridity Gradient</i>"

description: This repository contains the data and R code used in the article "Experimental Drought Enhances Plant Invasions Along an Aridity Gradient.".
DOI: 10.15468/dl.ku9qaz
title: Occurrence Download

description: A dataset containing 39836 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation, Specimen, Occurrence evidence, Observation)",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Month is one of (January, February, March, April, May, June, July, August, September, October, November, December)",
 "OccurrenceStatus is Present",
 "TaxonKey is Hirundo rustica Linnaeus, 1758",
 "Year 1045-2025"
 ]
}

 The dataset includes 39836 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022918-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15603005
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250605q Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250605q Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.15603006
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250605q Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250605q Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract