cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18120930
title: Linked collectors and determiners for: University of New Mexico Herbarium.

description: Natural history specimen data linked to collectors and determiners held within, "University of New Mexico Herbarium". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/cc09386c-43a4-4a12-8ae4-d25610645250 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/cc09386c-43a4-4a12-8ae4-d25610645250. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18120932
title: Linked collectors and determiners for: BOS Arthropod Collection of University of Oviedo (Spain): Opiliones.

description: Natural history specimen data linked to collectors and determiners held within, "BOS Arthropod Collection of University of Oviedo (Spain): Opiliones". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/cc0e6535-6bb4-4703-a32c-077f5e1176cd using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/cc0e6535-6bb4-4703-a32c-077f5e1176cd. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18120933
title: Linked collectors and determiners for: Colección de anfibios - Museo de Herpetología de la Universidad de Antioquia.

description: Natural history specimen data linked to collectors and determiners held within, "Colección de anfibios - Museo de Herpetología de la Universidad de Antioquia". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/cc28549b-467f-448c-875e-881ca507aba8 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/cc28549b-467f-448c-875e-881ca507aba8. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18120934
title: Linked collectors and determiners for: Emesopsis infenestra Tatarnic, Wall & Cassis, 2011 (Heteroptera: Reduviidae), genus and species new to New Zealand.

description: Natural history specimen data linked to collectors and determiners held within, "Emesopsis infenestra Tatarnic, Wall & Cassis, 2011 (Heteroptera: Reduviidae), genus and species new to New Zealand". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/cc2cbf14-b5b0-414a-8f7f-7648e9e1bb2f using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/cc2cbf14-b5b0-414a-8f7f-7648e9e1bb2f. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18120935
title: Linked collectors and determiners for: University Of Pretoria: Lacewing Database Project (1911-2015).

description: Natural history specimen data linked to collectors and determiners held within, "University Of Pretoria: Lacewing Database Project (1911-2015)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/cc3b1f69-482e-4446-964a-9bbbea66429f using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/cc3b1f69-482e-4446-964a-9bbbea66429f. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18120937
title: Linked collectors and determiners for: On the centipedes (Chilopoda) of the Republic of Macedonia.

description: Natural history specimen data linked to collectors and determiners held within, "On the centipedes (Chilopoda) of the Republic of Macedonia". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/cc52a34a-874b-4292-94c3-08dc844420f2 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/cc52a34a-874b-4292-94c3-08dc844420f2. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18120938
title: Linked collectors and determiners for: Herbario de la Universidad Industrial de Santander.

description: Natural history specimen data linked to collectors and determiners held within, "Herbario de la Universidad Industrial de Santander". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/cc5e1e3d-0850-4cde-a282-656657752e13 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/cc5e1e3d-0850-4cde-a282-656657752e13. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18120939
title: Linked collectors and determiners for: Royal BC Museum - Herpetology Collection.

description: Natural history specimen data linked to collectors and determiners held within, "Royal BC Museum - Herpetology Collection". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/cc75dca7-0de4-435b-8e3a-c1b2f1db8eed using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/cc75dca7-0de4-435b-8e3a-c1b2f1db8eed. Formatted as a Frictionless Data package.
DOI: 10.15468/dl.sh765g
title: Occurrence Download

description: A dataset containing 369 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Argania spinosa"
 ]
}

 The dataset includes 369 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070588-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wktdwq
title: Occurrence Download

description: A dataset containing 6360 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Parthenium integrifolium",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6360 records from 98 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070589-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18120941
title: Linked collectors and determiners for: Herbier E. P. Larchevêque (BOUM).

description: Natural history specimen data linked to collectors and determiners held within, "Herbier E. P. Larchevêque (BOUM)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/cc836c63-4d5e-4a58-a52d-7230443ad7ba using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/cc836c63-4d5e-4a58-a52d-7230443ad7ba. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18120942
title: Linked collectors and determiners for: Bryophyte herbarium, Göttingen (GOET).

description: Natural history specimen data linked to collectors and determiners held within, "Bryophyte herbarium, Göttingen (GOET)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/cce04086-6c7c-11e2-90ce-00145eb45e9a using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/cce04086-6c7c-11e2-90ce-00145eb45e9a. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18120943
title: Linked collectors and determiners for: A revision of Colletes Latreille (Hymenoptera: Colletidae: Colletinae) from Brazil, Paraguay and Uruguay.

description: Natural history specimen data linked to collectors and determiners held within, "A revision of Colletes Latreille (Hymenoptera: Colletidae: Colletinae) from Brazil, Paraguay and Uruguay". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/cd2abe34-b1ec-44ad-8c31-a7689817db77 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/cd2abe34-b1ec-44ad-8c31-a7689817db77. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18120944
title: Linked collectors and determiners for: Base de datos computarizada del herbario CIB, Instituto de Investigaciones Biológicas, Universidad Veracruzana.

description: Natural history specimen data linked to collectors and determiners held within, "Base de datos computarizada del herbario CIB, Instituto de Investigaciones Biológicas, Universidad Veracruzana". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/cd2f99e0-9b66-44b5-8cd8-4f5dc58c2a54 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/cd2f99e0-9b66-44b5-8cd8-4f5dc58c2a54. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18120945
title: Linked collectors and determiners for: University of Manitoba (WIN) - Lichen Collection.

description: Natural history specimen data linked to collectors and determiners held within, "University of Manitoba (WIN) - Lichen Collection". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/cd309a69-421b-4317-a61e-483333be3cb9 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/cd309a69-421b-4317-a61e-483333be3cb9. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18120946
title: Linked collectors and determiners for: Agnes Marion Ayre Herbarium (NFLD).

description: Natural history specimen data linked to collectors and determiners held within, "Agnes Marion Ayre Herbarium (NFLD)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/cd4cd181-ae56-4595-8c80-d4311654ad03 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/cd4cd181-ae56-4595-8c80-d4311654ad03. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18120948
title: Linked collectors and determiners for: R - Herbário do Museu Nacional.

description: Natural history specimen data linked to collectors and determiners held within, "R - Herbário do Museu Nacional". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/cd6905cf-54d7-4628-b762-f63d269e239b using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/cd6905cf-54d7-4628-b762-f63d269e239b. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18087303
title: TRRlog Model for Supernovae: Resolving the Hubble Tension with Pantheon+ Data (2025)

description: This repository contains the Pantheon+ Supernova dataset, the corresponding TRRlog model implementation, and the results from applying the TRRlog model to the dataset. The TRRlog model is used to investigate the Hubble Tension in cosmology, offering a dynamic treatment of dark energy through the parameter η\etaη. The results indicate that the TRRlog model provides a better fit to the Pantheon+ Supernova data, particularly in resolving the discrepancies related to the Hubble constant.

Files included:





Pantheon+ Supernova DatasetThe dataset contains the supernova data used for model fitting, including measurements of redshift, magnitude, and host galaxy mass. The data is provided in a CSV/Tab-delimited format.




TRRlog Model Python CodeThe Python code is implemented to fit the TRRlog model to the supernova data. This includes data preprocessing, model fitting, and optimization routines, all using the L-BFGS-B optimization method.




ResultsThe results of the TRRlog model fitting, including the best-fit parameters, η\etaη values, chi-squared statistics, and a comparison with the ΛCDM model, are included. These results demonstrate the model’s effectiveness in addressing the Hubble tension.




README FileA README file is provided to explain the data, model implementation, and how to use the Python code. The README also includes instructions on how to interpret the results and how to reproduce the analysis.



 

Use of the Dataset and Code:

This repository provides the necessary components for researchers to replicate the analysis of the Hubble tension using the TRRlog model. The provided Python code can be used to fit the model to the Pantheon+ Supernova dataset and explore the results.

 

DOI for Data:The DOI associated with this dataset and model is: DOI: 10.5281/zenodo.18079120
DOI: 10.5281/zenodo.18120952
title: Linked collectors and determiners for: Museu Paraense Emilio Goeldi - Ornithology Collection - Anatomic.

description: Natural history specimen data linked to collectors and determiners held within, "Museu Paraense Emilio Goeldi - Ornithology Collection - Anatomic". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/cd78a5fd-fa3b-41a4-b298-77ad3a6a821f using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/cd78a5fd-fa3b-41a4-b298-77ad3a6a821f. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18120955
title: Linked collectors and determiners for: Fungi collection of the University of Eastern Finland.

description: Natural history specimen data linked to collectors and determiners held within, "Fungi collection of the University of Eastern Finland". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/cdbcc960-d9d9-43b8-bdaa-148fb034a635 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/cdbcc960-d9d9-43b8-bdaa-148fb034a635. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18120960
title: Linked collectors and determiners for: Brown University - Algae.

description: Natural history specimen data linked to collectors and determiners held within, "Brown University - Algae". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/ce2eee4e-7f64-4042-a3af-9bcae68dfeda using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/ce2eee4e-7f64-4042-a3af-9bcae68dfeda. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18120859
title: Association between sleep apnea and pulmonary arterial pressure
DOI: 10.5281/zenodo.18120860
title: Association between sleep apnea and pulmonary arterial pressure
DOI: 10.5281/zenodo.18120963
title: Linked collectors and determiners for: Ghent  University - Zoology Museum - Insect collection.

description: Natural history specimen data linked to collectors and determiners held within, "Ghent  University - Zoology Museum - Insect collection". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/ce416850-8934-11dc-9962-b8a03c50a862 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/ce416850-8934-11dc-9962-b8a03c50a862. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18120964
title: Linked collectors and determiners for: Monastria from South American Atlantic forest.

description: Natural history specimen data linked to collectors and determiners held within, "Monastria from South American Atlantic forest". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/ce6c8d6e-f929-4afc-b860-57f8e3ceb7d1 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/ce6c8d6e-f929-4afc-b860-57f8e3ceb7d1. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18120965
title: Linked collectors and determiners for: Flora regional y otros Países, Museo Municipal de Historia Natural de San Rafael (MMHNSR) 2018.

description: Natural history specimen data linked to collectors and determiners held within, "Flora regional y otros Países, Museo Municipal de Historia Natural de San Rafael (MMHNSR) 2018". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/ce6d4ae6-278f-4c15-a16a-266f4a599e21 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/ce6d4ae6-278f-4c15-a16a-266f4a599e21. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18120966
title: Linked collectors and determiners for: INHS wet collections accession.

description: Natural history specimen data linked to collectors and determiners held within, "INHS wet collections accession". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/ceac3273-94ef-4793-9789-fb8154d43436 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/ceac3273-94ef-4793-9789-fb8154d43436. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18120967
title: Linked collectors and determiners for: CAS Herpetology (HERP).

description: Natural history specimen data linked to collectors and determiners held within, "CAS Herpetology (HERP)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/cece4fc2-1fec-4bb5-a335-7252548e3f0b using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/cece4fc2-1fec-4bb5-a335-7252548e3f0b. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18120968
title: Linked collectors and determiners for: Herbarium WRSL, Lichens Collection.

description: Natural history specimen data linked to collectors and determiners held within, "Herbarium WRSL, Lichens Collection". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/cef8bb20-149a-11de-bab0-b8a03c50a862 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/cef8bb20-149a-11de-bab0-b8a03c50a862. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18120971
title: Linked collectors and determiners for: New and remarkable leafhoppers and planthoppers (Hemiptera: Auchenorrhyncha) from Switzerland.

description: Natural history specimen data linked to collectors and determiners held within, "New and remarkable leafhoppers and planthoppers (Hemiptera: Auchenorrhyncha) from Switzerland". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/cf7bfb67-9ade-4f2e-8cea-40e8407ed811 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/cf7bfb67-9ade-4f2e-8cea-40e8407ed811. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18120974
title: Linked collectors and determiners for: MBML-Repteis - Coleção de Répteis.

description: Natural history specimen data linked to collectors and determiners held within, "MBML-Repteis - Coleção de Répteis". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/cfafda89-e151-4410-a878-972fe24e431b using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/cfafda89-e151-4410-a878-972fe24e431b. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18120978
title: Linked collectors and determiners for: A new species of Polyamia DeLong (Hemiptera: Cicadellidae: Deltocephalinae: Deltocephalini) representing the first record of the genus from South America.

description: Natural history specimen data linked to collectors and determiners held within, "A new species of Polyamia DeLong (Hemiptera: Cicadellidae: Deltocephalinae: Deltocephalini) representing the first record of the genus from South America". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/cfb865bd-ba49-471b-92fa-4ee0e8843f11 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/cfb865bd-ba49-471b-92fa-4ee0e8843f11. Formatted as a Frictionless Data package.
DOI: 10.15468/dl.zmvat5
title: Occurrence Download

description: A dataset containing 8608 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Veronicastrum virginicum",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8608 records from 123 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070590-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18120979
title: Linked collectors and determiners for: BioGIS - Marine snails - HUJ collections.

description: Natural history specimen data linked to collectors and determiners held within, "BioGIS - Marine snails - HUJ collections". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/cfb98735-6065-42fa-8613-fce70d39cbbe using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/cfb98735-6065-42fa-8613-fce70d39cbbe. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18120980
title: Linked collectors and determiners for: NIAES Coleoptera Specimen Database.

description: Natural history specimen data linked to collectors and determiners held within, "NIAES Coleoptera Specimen Database". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/cfbe2e7b-6e3f-4b40-96f9-07bc23a3f822 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/cfbe2e7b-6e3f-4b40-96f9-07bc23a3f822. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18120981
title: Linked collectors and determiners for: HUESB - Herbário da Universidade Estadual do Sudoeste da Bahia.

description: Natural history specimen data linked to collectors and determiners held within, "HUESB - Herbário da Universidade Estadual do Sudoeste da Bahia". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/d031156d-6ff8-4eb5-b91a-a50861e98be9 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/d031156d-6ff8-4eb5-b91a-a50861e98be9. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18120986
title: Linked collectors and determiners for: Ictiologia Collection - Instituto Nacional de Pesquisas da Amazônia (INPA).

description: Natural history specimen data linked to collectors and determiners held within, "Ictiologia Collection - Instituto Nacional de Pesquisas da Amazônia (INPA)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/d0318a4e-8d55-4da6-b912-e90dd6ed960b using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/d0318a4e-8d55-4da6-b912-e90dd6ed960b. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18120987
title: Linked collectors and determiners for: Flora del Valle de Tehuacán-Cuicatlán: III fase.

description: Natural history specimen data linked to collectors and determiners held within, "Flora del Valle de Tehuacán-Cuicatlán: III fase". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/d03374b7-5a72-4a55-b350-0856007078a4 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/d03374b7-5a72-4a55-b350-0856007078a4. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18120994
title: Linked collectors and determiners for: Basic anatomy of species of Triphoridae (Gastropoda, Triphoroidea) from Brazil.

description: Natural history specimen data linked to collectors and determiners held within, "Basic anatomy of species of Triphoridae (Gastropoda, Triphoroidea) from Brazil". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/d05987e2-6008-4deb-9773-1d988013beba using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/d05987e2-6008-4deb-9773-1d988013beba. Formatted as a Frictionless Data package.