cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.3tkcha
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "TaxonKey is Begonia bouffordii C.I Peng"
 ]
}

 The dataset includes 16 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004372-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14885692
title: Conformational free energy landscape of a glutamate transporter and microscopic details of its transport mechanism

description: This repository corresponds to a molecular dynamics study of GltPh.Representative structures corresponding to the minimum free energy regions in the OF, intermediate, and IF states, obtained from fully bound simulations, as well as movies related to SD/TD interactions, are available here. Additionally, input files (.psf, .pdb, .par) and configuration files (.conf) necessary to reproduce the results of this study have also been deposited.

All scripts, along with the full source code for PHSM, non-parametric reweighting, and a program for kernel construction from data, can be accessed as well. Sample output files are provided. Additionally, output data are available upon request.
DOI: 10.5281/zenodo.14885693
title: Conformational free energy landscape of a glutamate transporter and microscopic details of its transport mechanism

description: This repository corresponds to a molecular dynamics study of GltPh.Representative structures corresponding to the minimum free energy regions in the OF, intermediate, and IF states, obtained from fully bound simulations, as well as movies related to SD/TD interactions, are available here. Additionally, input files (.psf, .pdb, .par) and configuration files (.conf) necessary to reproduce the results of this study have also been deposited.

All scripts, along with the full source code for PHSM, non-parametric reweighting, and a program for kernel construction from data, can be accessed as well. Sample output files are provided. Additionally, output data are available upon request.
DOI: 10.15468/dl.bpwa2b
title: Occurrence Download

description: A dataset listing the 494 species recorded in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON((-110.65348 32.70179,-110.62219 32.70179,-110.62219 32.74322,-110.65348 32.74322,-110.65348 32.70179))"
 ]
}

 The dataset's 494 records were derived from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004370-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zuqffb
title: Occurrence Download

description: A dataset containing 717 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dipteronia sinensis Oliv."
 ]
}

 The dataset includes 717 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004373-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14903256
title: AMPERE Summary Plot Movies (2012-Dec)

description: 2012-Dec AMPERE summary plot movies. See included zenodo_summary_plot_movie_description document for details.
DOI: 10.5281/zenodo.14903257
title: AMPERE Summary Plot Movies (2012-Dec)

description: 2012-Dec AMPERE summary plot movies. See included zenodo_summary_plot_movie_description document for details.
DOI: 10.15468/dl.ymsk6a
title: Occurrence Download

description: A dataset containing 53 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "TaxonKey is Nemipterus virgatus (Houttuyn, 1782)"
 ]
}

 The dataset includes 53 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004374-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14807386
title: Contextualising Maritime Collections - Buckles Recording Catalogue

description: This dataset documents an archaeological assemblage of buckle accessories held by the Western Australian Museum (WAM) from the shipwrecks of Batavia, Vergulde Draeck (Gilt Dragon), Zuytdorp (Zuiddorp), and Zeewijk and associated sites. The documentation of the artefacts was a result of a comparative study of archaeological and visual source material to provide crucial contextual information to the study of clothing accessories retrieved through maritime excavation. The resulting thesis, The Art of Contextualising Maritime Archaeological Collections: Using 17th and 18th Century Paintings to Inform Dutch East India Company (VOC) Clothing Accessories (University of Western Australia, 2024; WA Museum Department of Maritime Heritage Reports No. 354, 2025), should be consulted alongside this dataset.

The dataset comprises three related data tables in comma separated values format: the catalogue of artefacts (buckles), legend for catalogue data fields, and summary table of artefact type totals by shipwreck.
DOI: 10.5281/zenodo.14807387
title: Contextualising Maritime Collections - Buckles Recording Catalogue

description: This dataset documents an archaeological assemblage of buckle accessories held by the Western Australian Museum (WAM) from the shipwrecks of Batavia, Vergulde Draeck (Gilt Dragon), Zuytdorp (Zuiddorp), and Zeewijk and associated sites. The documentation of the artefacts was a result of a comparative study of archaeological and visual source material to provide crucial contextual information to the study of clothing accessories retrieved through maritime excavation. The resulting thesis, The Art of Contextualising Maritime Archaeological Collections: Using 17th and 18th Century Paintings to Inform Dutch East India Company (VOC) Clothing Accessories (University of Western Australia, 2024; WA Museum Department of Maritime Heritage Reports No. 354, 2025), should be consulted alongside this dataset.

The dataset comprises three related data tables in comma separated values format: the catalogue of artefacts (buckles), legend for catalogue data fields, and summary table of artefact type totals by shipwreck.
DOI: 10.5281/zenodo.14903282
title: Formation Layer Data
DOI: 10.5281/zenodo.14903283
title: Formation Layer Data
DOI: 10.15468/dl.9bun9f
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "TaxonKey is Muraenesox cinereus (Forsskål, 1775)"
 ]
}

 The dataset includes 55 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004375-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14903280
title: AMPERE Summary Plot Movies (2013-Jan)

description: 2013-Jan AMPERE summary plot movies. See included zenodo_summary_plot_movie_description document for details.
DOI: 10.5281/zenodo.14903281
title: AMPERE Summary Plot Movies (2013-Jan)

description: 2013-Jan AMPERE summary plot movies. See included zenodo_summary_plot_movie_description document for details.
DOI: 10.15468/dl.y9j8th
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phyllogomphoides indicatrix Belle, 1989"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004377-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3q4wfu
title: Occurrence Download

description: A dataset containing 841 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is The observation records from whale and dolphin watching inshore of Hualien, eastern Taiwan｜臺灣花蓮近海賞鯨之鯨豚觀測紀錄",
 "Year 2024-2025"
 ]
}

 The dataset includes 841 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004378-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6wrsx7
title: Occurrence Download

description: A dataset containing 513806 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cervus elaphus Linnaeus, 1758"
 ]
}

 The dataset includes 513806 records from 1331 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004376-250218110819086/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3886/6tba-rm59
title: Morocco Land Productivity Project - Rural and Industrial Land: Design Report 2023
DOI: 10.3886/nxbh-1j11
title: Morocco Land Productivity Project - Rural and Industrial Land: Design Report 2023
DOI: 10.15468/dl.2mbgdy
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "Country is one of (United States of America, United States Minor Outlying Islands, American Samoa, Micronesia (Federated States of), Guam, Marshall Islands, Northern Mariana Islands, Puerto Rico, Palau, Virgin Islands (U.S.))",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 },
 {
 "and" : [
 "Geometry POLYGON((-76.34069 43.75966,-84.33874 41.82607,-89.52428 41.91396,-90.49108 34.09169,-84.25085 33.74013,-81.61413 33.91591,-78.27428 36.55263,-76.34069 43.75966))",
 "HasCoordinate is one of (true)",
 "TaxonKey is one of (Beloniformes)"
 ]
 }
 ]
}

 The dataset includes 7 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000721-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q58uk2
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Dracula ligiae Luer & R.Escobar"
 ]
}

 The dataset includes 8 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000722-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6a2mye
title: Occurrence Download

description: A dataset containing 14826 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Schizachyrium scoparium (Michx.) Nash",
 "Geometry POLYGON((-141 24, -53 24, -53 83, -141 83, -141 24))"
 ]
}

 The dataset includes 14826 records from 181 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000724-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25345/c5xd0r905
title: MassIVE MSV000096516 - Atrial Fibrillation Induces Sarcomere Remodeling, Enhanced Sarcomere Contractility, and Loss of Atrial Identity
title: Mass spectrometry for Atrial Fibrillation Induces Sarcomere Remodeling, Enhanced Sarcomere Contractility, and Loss of Atrial Identity (Delligatti, et al.) For atrial files, 2, 4, 6 are NSR. 8, 10, 12 are AF
DOI: 10.15468/dl.3k8x4v
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-2.67701 53.85601,-2.83181 53.7989,-2.85761 53.73409,-2.76086 53.68065,-2.59317 53.69592,-2.67701 53.85601))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Egretta garzetta (Linnaeus, 1766)",
 "Year 2014-2024"
 ]
}

 The dataset includes 74 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000727-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2a2uen
title: Occurrence Download

description: A dataset containing 2272 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Paralabrax maculatofasciatus (Steindachner, 1868)"
 ]
}

 The dataset includes 2272 records from 51 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000726-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u4n3dm
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Human Observation)",
 "TaxonKey is Philodendron spiritus-sancti G.S.Bunting"
 ]
}

 The dataset includes 68 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000728-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.s9hajm
title: Occurrence Download

description: A dataset containing 2181 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pycnonotus cafer (Linnaeus, 1766)",
 "Country is French Polynesia",
 "Year is greater than or equal to 1500"
 ]
}

 The dataset includes 2181 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000730-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6mbgmk
title: Occurrence Download

description: A dataset containing 18 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-141.29752 67.62444,-140.52965 60.63276,-133.63901 62.73431,-140.57007 68.27107,-141.29752 67.62444))",
 "OccurrenceStatus is Present",
 "TaxonKey is Dicosmoecus obscuripennis Banks, 1938"
 ]
}

 The dataset includes 18 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000731-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tceqw7
title: Occurrence Download

description: A dataset containing 7384 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Solidago rigida L.",
 "Geometry POLYGON((-141 24, -53 24, -53 83, -141 83, -141 24))"
 ]
}

 The dataset includes 7384 records from 119 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000729-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14218926
title: Pterula and Pterulicium concatenated sequence alignment
DOI: 10.5281/zenodo.14218927
title: Pterula and Pterulicium concatenated sequence alignment
DOI: 10.15468/dl.ktb68t
title: Occurrence Download

description: A dataset containing 667 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pectinodonta Dall, 1882"
 ]
}

 The dataset includes 667 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000736-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v45yfm
title: Occurrence Download

description: A dataset listing the 248 species recorded in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Chile",
 "Geometry POLYGON((-70.34877 -34.25707,-69.82021 -34.26077,-69.77586 -33.03362,-70.21201 -32.72314,-70.34877 -34.25707))",
 "OccurrenceStatus is Present",
 "TaxonKey is Aves",
 "Year 1902-2024"
 ]
}

 The dataset's 248 records were derived from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000700-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3vvjgm
title: Occurrence Download

description: A dataset containing 13587 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sorghastrum nutans (L.) Nash",
 "Geometry POLYGON((-141 24, -53 24, -53 83, -141 83, -141 24))"
 ]
}

 The dataset includes 13587 records from 156 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000735-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.84zrxp
title: Occurrence Download

description: A dataset containing 41795 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leucaena leucocephala (Lam.) de Wit"
 ]
}

 The dataset includes 41795 records from 744 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000725-241125135418005/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.27902628
title: The Role of Flower Consumption in Female Howler Monkeys: Adjusting Diet across Reproductive Stages

description: Description per column:Year: year of the studyMonth: months of the studyDate: time-frame of the samplingN/L, L: lactation state of the female separated in non-lactating or lactatingN/L, LL, EL: lactation state of the female separated in non-lactating, late lactating and early lactatingAnimal.ID: the name assigned to each individualSubtype: kind of food source separated in leaf (LF), fruit (FR) and flower (FL)[g]/min: grams of the food source consumed within a minuteTN[g]/min: tannins in grams consummed per minute time[min]: time of the general group feeding sessiontime*TN: tannins consumed during a group feeding session
DOI: 10.6084/m9.figshare.27902628.v1
title: raw data.xlsx

description: Description per column:Year: year of the studyMonth: months of the studyDate: time-frame of the samplingN/L, L: lactation state of the female separated in non-lactating or lactatingN/L, LL, EL: lactation state of the female separated in non-lactating, late lactating and early lactatingAnimal.ID: the name assigned to each individualSubtype: kind of food source separated in leaf (LF), fruit (FR) and flower (FL)[g]/min: grams of the food source consumed within a minuteTN[g]/min: tannins in grams consummed per minute time[min]: time of the general group feeding sessiontime*TN: tannins consumed during a group feeding session
DOI: 10.15468/dl.32tfpy
title: Occurrence Download

description: A dataset containing 74 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-2.67701 53.85601,-2.83181 53.7989,-2.85761 53.73409,-2.76086 53.68065,-2.59317 53.69592,-2.67701 53.85601))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Egretta garzetta (Linnaeus, 1766)",
 "Year 2014-2024"
 ]
}

 The dataset includes 74 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000738-241125135418005/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13147018
title: A systematic review and meta-analysis of eyespot anti-predator mechanisms

description: This is the raw data, analysis script, and supplementary materials for "A systematic review and meta-analysis of eyespot anti-predator mechanisms." (https://doi.org/10.7554/eLife.96338)
DOI: 10.5281/zenodo.13147019
title: A systematic review and meta-analysis of eyespot anti-predator mechanisms

description: This is the raw data, analysis script, and supplementary materials for "A systematic review and meta-analysis of eyespot anti-predator mechanisms." (https://doi.org/10.7554/eLife.96338.2)
DOI: 10.5281/zenodo.14170909
title: A systematic review and meta-analysis of eyespot anti-predator mechanisms

description: This is the raw data, analysis script, and supplementary materials for "A systematic review and meta-analysis of eyespot anti-predator mechanisms." (https://doi.org/10.7554/eLife.96338)
DOI: 10.6084/m9.figshare.27181109
title: Differentially Private Methods for Compositional Data

description: Confidential data, such as electronic health records, activity data from wearable devices, and geolocation data, are becoming increasingly prevalent. Differential privacy provides a framework to conduct statistical analyses while mitigating the risk of leaking private information. Compositional data, which consist of vectors with positive components that add up to a constant, have received little attention in the differential privacy literature. This article proposes differentially private approaches for analyzing compositional data based on the Dirichlet distribution. We explore several methods, including Bayesian and bootstrap procedures. For the Bayesian methods, we consider posterior inference techniques based on Markov chain Monte Carlo, Approximate Bayesian Computation, and asymptotic approximations. We conduct an extensive simulation study to compare these approaches and make evidence-based recommendations. Finally, we apply the methodology to a dataset from the American Time Use Survey.
DOI: 10.6084/m9.figshare.27181109.v2
title: Differentially Private Methods for Compositional Data

description: Confidential data, such as electronic health records, activity data from wearable devices, and geolocation data, are becoming increasingly prevalent. Differential privacy provides a framework to conduct statistical analyses while mitigating the risk of leaking private information. Compositional data, which consist of vectors with positive components that add up to a constant, have received little attention in the differential privacy literature. This article proposes differentially private approaches for analyzing compositional data based on the Dirichlet distribution. We explore several methods, including Bayesian and bootstrap procedures. For the Bayesian methods, we consider posterior inference techniques based on Markov chain Monte Carlo, Approximate Bayesian Computation, and asymptotic approximations. We conduct an extensive simulation study to compare these approaches and make evidence-based recommendations. Finally, we apply the methodology to a dataset from the American Time Use Survey.
DOI: 10.6084/m9.figshare.27181109.v1
title: Differentially Private Inference for Compositional Data

description: Confidential data, such as electronic health records, activity data from wearable devices, and geolocation data, are becoming increasingly prevalent. Differential privacy provides a framework to conduct statistical analyses while mitigating the risk of leaking private information. Compositional data, which consist of vectors with positive components that add up to a constant, have received little attention in the differential privacy literature. This article proposes differentially private approaches for analyzing compositional data based on the Dirichlet distribution. We explore several methods, including Bayesian and bootstrap procedures. For the Bayesian methods, we consider posterior inference techniques based on Markov Chain Monte Carlo, Approximate Bayesian Computation, and asymptotic approximations. We conduct an extensive simulation study to compare these approaches and make evidence-based recommendations. Finally, we apply the methodology to a data set from the American Time Use Survey.