cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.3535/hkq-1qp-w3d
title: Capricornis sumatraensis (Bechstein, 1799)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jlp-7ms-4qc
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/btp-65j-nst
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7hp-yxw-wdw
title: Muntiacus muntjak (Zimmermann, 1780)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/p3y-rsq-r2m
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ey7-2xn-8nf
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/z4d-a26-8rw
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xax-tag-6y3
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pd1-nzb-szj
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qll-8dm-7db
title: Bovidae Gray, 1821

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ahr-9mk-ak8
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nf8-wa2-tj8
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/mpy-m78-7jh
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zap-yra-jgc
title: †Ginkgo adiantoides (Unger) Heer

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nbq-dy7-w3b
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9mm-vst-xv7
title: Maianthemum F.H.Wigg.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ek5-rtn-x6a
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5rr-ny8-80t
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tx5-56d-h26
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/2x9-v82-wfb
title: Voacanga Thouars

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hzn-z5s-bjh
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k2n-va4-dx7
title: Orthiopteris Copel.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8wr-t7e-27p
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rt4-17k-z7x
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5xe-g9j-b7y
title: Orthiopteris Copel.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/8ys-9m0-asn
title: Gastropoda Cuvier, 1795

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/vw5-tec-sf9
title: Fagus L.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zp1-7dy-vqp
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ep5-3b5-rep
title: Cionura Griseb.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/t96-37p-flg
title: Miliolida Delage & Hérouard, 1896

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/kbe-j03-0s8
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/d08-smf-gc9
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/k2y-yf4-asq
title: Operculina d'Orbigny, 1826

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4zy-zn9-627
title: Orthiopteris Copel.

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.83gvmf
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is The Lepidopterists' Society Season Summary",
 "TaxonKey is Catocala consors J.E.Smith, 1797"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089230-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.495xp5
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Aloe massawana subsp. sakoankenke (J.-B.Castillon) J.-B.Castillon)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089229-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a7z9vb
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Lophocolea brookwoodiana Paton & Sheahan)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 4 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089231-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z6jbg4
title: Occurrence Download

description: A dataset containing 60579 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Briza maxima L.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 60579 records from 606 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089219-240506114902167/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/8766964
title: Top Spotify Songs in 73 Countries (Daily Updated)
DOI: 10.15468/dl.vsvpzj
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Caulerpa brachypus f. parvifolia (Harv.) A.B.Cribb, 1958)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 42 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089232-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gy89nd
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Melanotus flavolivens (Berk. & M.A.Curtis) Singer)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089234-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gpbn5d
title: Occurrence Download

description: A dataset containing 9743 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Scaevola taccada (Gaertn.) Roxb.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 9743 records from 142 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089235-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zbbhkn
title: Occurrence Download

description: A dataset containing 36014 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Briza minor L.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 36014 records from 712 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089233-240506114902167/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/8766979
title: Daily Public Opinion on Israel-Palestine War
DOI: 10.15468/dl.dxj3js
title: Occurrence Download

description: A dataset containing 788 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ficus platypoda (Miq.) A.Cunn. ex Miq.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 788 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089236-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mnk4hk
title: Occurrence Download

description: A dataset containing 1369 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Echinochloa polystachya (Kunth) Hitchc.)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1369 records from 157 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089237-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a26gzd
title: Occurrence Download

description: A dataset containing 128 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen)",
 "Country is Japan",
 "TaxonKey is Hyphantria cunea"
 ]
}

 The dataset includes 128 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003378-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.275rwe
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Limonium dichroanthum"
 ]
}

 The dataset includes 30 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003379-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18218189
title: Raw Data_Fear of Failure, Resilience, Self-Handicapping, and Athlete Burnout among College Athletes

description: The dataset, "Raw Data_Fear of Failure, Resilience, Self-Handicapping, and Athlete Burnout among College Athletes," was collected from college athletes across multiple universities in China using a random sampling method. A total of 780 questionnaires were distributed through an online survey platform (Questionnaire Star) between October and November 2025. After removing invalid responses based on pre-established criteria (e.g., excessive missing data, extreme response patterns such as ceiling or floor effects), 747 valid questionnaires were retained, yielding a response rate of 95.77%. The dataset includes comprehensive measures for key psychological constructs, including fear of failure (FoF), resilience, self-handicapping, and athlete burnout, along with demographic data (e.g., gender, age, sport type, and training frequency).

This dataset was designed to examine the complex relationship between fear of failure and athlete burnout among college athletes, emphasizing the mediating roles of resilience and self-handicapping, framed within the Cognitive-Affective Stress Model (CASM). The data provides empirical evidence for understanding how psychological resources (e.g., resilience) and coping strategies (e.g., self-handicapping) influence burnout, offering insights for developing targeted psychological interventions. It also explores how emotional regulation and coping behaviors can buffer the adverse effects of failure-related stress, contributing to better management of burnout in high-demand academic and athletic environment
DOI: 10.5281/zenodo.18218188
title: Raw Data_Fear of Failure, Resilience, Self-Handicapping, and Athlete Burnout among College Athletes

description: The dataset, "Raw Data_Fear of Failure, Resilience, Self-Handicapping, and Athlete Burnout among College Athletes," was collected from college athletes across multiple universities in China using a random sampling method. A total of 780 questionnaires were distributed through an online survey platform (Questionnaire Star) between October and November 2025. After removing invalid responses based on pre-established criteria (e.g., excessive missing data, extreme response patterns such as ceiling or floor effects), 747 valid questionnaires were retained, yielding a response rate of 95.77%. The dataset includes comprehensive measures for key psychological constructs, including fear of failure (FoF), resilience, self-handicapping, and athlete burnout, along with demographic data (e.g., gender, age, sport type, and training frequency).

This dataset was designed to examine the complex relationship between fear of failure and athlete burnout among college athletes, emphasizing the mediating roles of resilience and self-handicapping, framed within the Cognitive-Affective Stress Model (CASM). The data provides empirical evidence for understanding how psychological resources (e.g., resilience) and coping strategies (e.g., self-handicapping) influence burnout, offering insights for developing targeted psychological interventions. It also explores how emotional regulation and coping behaviors can buffer the adverse effects of failure-related stress, contributing to better management of burnout in high-demand academic and athletic environment
DOI: 10.5281/zenodo.18218119
title: Estimated distribution of crabeater seal Lobodon carcinophagus in East Antarctica

description: Crabeater seal distribution estimates for East Antarctica

Presence probability of crabeater seal (Lobodon carcinophagus) based on mean climatological environmental conditions (1981-2013) for November and December. Probability of presence was calculated using four species distribution model (SDM) algorithms to create a SDM ensemble weighted based on model performance. The SDM algorithms included were: Generalised Additive Model (GAM), MaxEnt, Random Forests (RF), and Boosted Regression Trees (BRT).

Additionally, three sources of environmental data were used for each SDM algorithm to compare the performance of models trained with environmental data from remotely-sensed products and models, and to assess the impact of including a larger, and arguably more complete set of environmental predictors. Data came from remotely-sensed data products and ACCESS-OM2-01 (coupled sea ice-ocean model). Given that remotely-sensing data within the area and period of study were only available for a few of environmental variables that influence the distribution of crabeatear seals, we created two sets of environmental data from the ACCESS-OM2-01 model. One set matched the variables available in remotely-sensed data products (reduced ACCESS-OM2-01), and another including the full set of relevant environmental variables (full ACCESS-OM2-01). 

How to cite

You can access and use the code contained in this repository as described in the licence. If using this code as a basis for your work, remember you must cite its use using the following citation:

- Fierro-Arcos, D. (2025). Are high-resolution ocean sea ice model outputs a suitable source of environmental data to predict the distribution of species?: A case study of crabeater seal (Lobodon carcinophagus) in East Antarctica. (Version 1.0.0) [Computer software]. https://doi.org/https://doi.org/10.5281/zenodo.16260867

When using the code in a publication, please also include the following citation in addition to the citation above:

- Fierro-Arcos, D., Corney, S., Meyer, A., Hayashida, H., Kiss, A. E., Emmerson, L., Southwell, C., & Heil, P. (2025). High-resolution ocean sea ice model outputs to predict species distribution: case study of crabeater seal Lobodon carcinophagus in East Antarctica. Marine Ecology Progress Series, 772, 193-214. https://doi.org/10.3354/meps14968
DOI: 10.5281/zenodo.18218118
title: Estimated distribution of crabeater seal Lobodon carcinophagus in East Antarctica

description: Crabeater seal distribution estimates for East Antarctica

Presence probability of crabeater seal (Lobodon carcinophagus) based on mean climatological environmental conditions (1981-2013) for November and December. Probability of presence was calculated using four species distribution model (SDM) algorithms to create a SDM ensemble weighted based on model performance. The SDM algorithms included were: Generalised Additive Model (GAM), MaxEnt, Random Forests (RF), and Boosted Regression Trees (BRT).

Additionally, three sources of environmental data were used for each SDM algorithm to compare the performance of models trained with environmental data from remotely-sensed products and models, and to assess the impact of including a larger, and arguably more complete set of environmental predictors. Data came from remotely-sensed data products and ACCESS-OM2-01 (coupled sea ice-ocean model). Given that remotely-sensing data within the area and period of study were only available for a few of environmental variables that influence the distribution of crabeatear seals, we created two sets of environmental data from the ACCESS-OM2-01 model. One set matched the variables available in remotely-sensed data products (reduced ACCESS-OM2-01), and another including the full set of relevant environmental variables (full ACCESS-OM2-01). 

How to cite

You can access and use the code contained in this repository as described in the licence. If using this code as a basis for your work, remember you must cite its use using the following citation:

- Fierro-Arcos, D. (2025). Are high-resolution ocean sea ice model outputs a suitable source of environmental data to predict the distribution of species?: A case study of crabeater seal (Lobodon carcinophagus) in East Antarctica. (Version 1.0.0) [Computer software]. https://doi.org/https://doi.org/10.5281/zenodo.16260867

When using the code in a publication, please also include the following citation in addition to the citation above:

- Fierro-Arcos, D., Corney, S., Meyer, A., Hayashida, H., Kiss, A. E., Emmerson, L., Southwell, C., & Heil, P. (2025). High-resolution ocean sea ice model outputs to predict species distribution: case study of crabeater seal Lobodon carcinophagus in East Antarctica. Marine Ecology Progress Series, 772, 193-214. https://doi.org/10.3354/meps14968
DOI: 10.15468/dl.dh5y7d
title: Occurrence Download

description: A dataset listing the 7 species recorded in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Machine Observation)",
 "Continent is Asia",
 "Country is one of (China, Chinese Taipei)",
 "OccurrenceStatus is Present",
 "TaxonKey is Peridiniales"
 ]
}

 The dataset's 7 records were derived from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003377-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18217985
title: Comparison of gastric microbiota profiles between Helicobacter pylori eradication success and failure groups using 16S rRNA sequencing

description: The gastric microbiota composition in patients with successful and failed H. pylori eradication was analyzed using 16S rRNA gene sequencing.
DOI: 10.5281/zenodo.18217984
title: Comparison of gastric microbiota profiles between Helicobacter pylori eradication success and failure groups using 16S rRNA sequencing

description: The gastric microbiota composition in patients with successful and failed H. pylori eradication was analyzed using 16S rRNA gene sequencing.
DOI: 10.15468/dl.s4qmna
title: Occurrence Download

description: A dataset containing 978 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Limonium suffruticosum"
 ]
}

 The dataset includes 978 records from 70 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003380-260108223611665/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/14470792
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.czh44j
title: Occurrence Download

description: A dataset containing 182 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Limonium reniforme"
 ]
}

 The dataset includes 182 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003381-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18218029
title: Processed Xenium spatial transcriptomics data of GC
DOI: 10.5281/zenodo.18218028
title: Processed Xenium spatial transcriptomics data of GC
DOI: 10.15468/dl.m9c929
title: Occurrence Download

description: A dataset containing 27399 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Colección de Herpetología del Instituto de Ciencias Naturales (ICN-MHN-Her)"
 ]
}

 The dataset includes 27399 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003383-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18014399
title: Dataset on surface topographies prepared by micro-milling and their friction coefficients in dry sliding

description: These data were collected to systematically characterize the relationship between 3D surface topography and dry sliding friction behavior for 32 distinct micro-milled textures on hardened X153CrMoV12 tool steel. The dataset was designed to provide a comprehensive experimental basis for understanding running-in behavior and orientation-dependent friction
DOI: 10.5281/zenodo.18014400
title: Dataset on surface topographies prepared by micro-milling and their friction coefficients in dry sliding

description: These data were collected to systematically characterize the relationship between 3D surface topography and dry sliding friction behavior for 32 distinct micro-milled textures on hardened X153CrMoV12 tool steel. The dataset was designed to provide a comprehensive experimental basis for understanding running-in behavior and orientation-dependent friction