cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/vjm729xby3.1
title: Assessing the fidelity of conodont apatite for seawater ⁸⁷Sr/⁸⁶Sr reconstruction in the context of the Guadalupian-Lopingian transition

description: We provide high-resolution conodont-based ⁸⁷Sr/⁸⁶Sr data from the Fengshan section (South China), the Standard Auxiliary Boundary Stratotype (SABS) for the base of the Lopingian, and compare them with bulk carbonate samples employing both weak-acid and sequential leaching protocols to explicitly assess the effects of diagenetic alteration and Sr loss. Our results demonstrate that bulk carbonate archives, even after sequential leaching, commonly yield more radiogenic and more variable ⁸⁷Sr/⁸⁶Sr values than coeval conodont apatite, highlighting diagenetic influences on bulk carbonates. In contrast, conodont-derived ⁸⁷Sr/⁸⁶Sr values show reduced scatter and closely match independently constrained brachiopod records, supporting their reliability as a conservative archive of seawater ⁸⁷Sr/⁸⁶Sr signal.
DOI: 10.5281/zenodo.18128126
title: Linked collectors and determiners for: On some encrusting Xeniidae (Octocorallia): Re-examination of the type material of Sansibia flava (May, 1898) and a description of new taxa.

description: Natural history specimen data linked to collectors and determiners held within, "On some encrusting Xeniidae (Octocorallia): Re-examination of the type material of Sansibia flava (May, 1898) and a description of new taxa". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/44002a28-ae41-4603-bfda-4d4222607dea using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/44002a28-ae41-4603-bfda-4d4222607dea. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18128122
title: Linked collectors and determiners for: Desert diversification: revision of Agroecotettix Bruner, 1908 (Orthoptera, Acrididae, Melanoplinae) with descriptions of sixteen new species from the United States and Mexico.

description: Natural history specimen data linked to collectors and determiners held within, "Desert diversification: revision of Agroecotettix Bruner, 1908 (Orthoptera, Acrididae, Melanoplinae) with descriptions of sixteen new species from the United States and Mexico". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/40937626-0103-48c7-b240-a56372607232 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/40937626-0103-48c7-b240-a56372607232. Formatted as a Frictionless Data package.
DOI: 10.17632/4ccfy8hdkw.3
title: AsianVehicle: Image Dataset of Traditional Asian Vehicles for Computer Vision

description: The AsianVehicle dataset presents 1600 RGB images of four traditional Bangladeshi vehicles — Auto Rickshaw, Rickshaw, Rickshaw Van, and Leguna — captured in various urban and semi-urban locations across Mirpur, Dhaka. Images were collected under natural daylight using smartphone cameras (Redmi Note 9, Vivo Y11) at ambient temperatures of 25–28 °C to preserve authentic color tones and textures. Each vehicle type includes 400 images taken from multiple angles and distances, enabling robust representation of real-world variations in shape, design, and background. The dataset is manually annotated and organized into raw dataset 400 images per class, making it suitable for benchmarking computer-vision models in fine-grained vehicle classification, cultural heritage preservation, and intelligent transport applications.
DOI: 10.5281/zenodo.18128128
title: Linked collectors and determiners for: Evolution of Impatiens (Balsaminaceae) in the Albertine Rift – The endemic Impatiens purpureoviolacea complex consists of ten species.

description: Natural history specimen data linked to collectors and determiners held within, "Evolution of Impatiens (Balsaminaceae) in the Albertine Rift – The endemic Impatiens purpureoviolacea complex consists of ten species". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/495154d8-5ca2-4a89-8b30-574f579034cb using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/495154d8-5ca2-4a89-8b30-574f579034cb. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18128130
title: Linked collectors and determiners for: Correction for the taxonomy of the African fern Hymenophyllum senterreanum as synonym of the newly validated Hymenophyllum mildbraedii (Hymenophyllaceae, Polypodiidae).

description: Natural history specimen data linked to collectors and determiners held within, "Correction for the taxonomy of the African fern Hymenophyllum senterreanum as synonym of the newly validated Hymenophyllum mildbraedii (Hymenophyllaceae, Polypodiidae)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/4dc53659-2ebc-4484-93ca-1f28c0a5efd1 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/4dc53659-2ebc-4484-93ca-1f28c0a5efd1. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18128132
title: Linked collectors and determiners for: The identity of Buchanania yunnanensis, as a new synonym of Spondias pinnata (Anacardiaceae).

description: Natural history specimen data linked to collectors and determiners held within, "The identity of Buchanania yunnanensis, as a new synonym of Spondias pinnata (Anacardiaceae)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/518639d6-20dc-4502-aa82-ba1c2b90aca9 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/518639d6-20dc-4502-aa82-ba1c2b90aca9. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18128134
title: Linked collectors and determiners for: A new species of Hirtella (Chrysobalanaceae), and redescription of a closely related taxon, from the Atlantic Forest, Brazil.

description: Natural history specimen data linked to collectors and determiners held within, "A new species of Hirtella (Chrysobalanaceae), and redescription of a closely related taxon, from the Atlantic Forest, Brazil". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/4f93398c-01c1-4362-b439-67bb65708d5d using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/4f93398c-01c1-4362-b439-67bb65708d5d. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18128138
title: Linked collectors and determiners for: A new species of Harmonicon F. O. Pickard-Cambridge, 1896, from central-west Brazil and redescription of H. rufescens F. O. Pickard-Cambridge, 1896 (Araneae, Mygalomorphae, Dipluridae).

description: Natural history specimen data linked to collectors and determiners held within, "A new species of Harmonicon F. O. Pickard-Cambridge, 1896, from central-west Brazil and redescription of H. rufescens F. O. Pickard-Cambridge, 1896 (Araneae, Mygalomorphae, Dipluridae)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/5d027819-5f35-4014-9df4-cad59d12c658 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/5d027819-5f35-4014-9df4-cad59d12c658. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18128140
title: Linked collectors and determiners for: Phylogenetic analysis of the circum-Antarctic Subfamily Migadopinae (Coleoptera, Carabidae) and assessment of the trans-Tasman Amarotypus clade.

description: Natural history specimen data linked to collectors and determiners held within, "Phylogenetic analysis of the circum-Antarctic Subfamily Migadopinae (Coleoptera, Carabidae) and assessment of the trans-Tasman Amarotypus clade". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/5e489f4e-09af-44aa-acfc-ca63d5685f98 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/5e489f4e-09af-44aa-acfc-ca63d5685f98. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18128146
title: Linked collectors and determiners for: Taxonomic studies on the genus Sanicula (Apiaceae) from China (III): The morphology and distribution of S. caerulescens (Apiaceae), with S. oviformis reduced to a new synonym.

description: Natural history specimen data linked to collectors and determiners held within, "Taxonomic studies on the genus Sanicula (Apiaceae) from China (III): The morphology and distribution of S. caerulescens (Apiaceae), with S. oviformis reduced to a new synonym". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/5fc37553-0c57-4464-84c1-d57584610159 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/5fc37553-0c57-4464-84c1-d57584610159. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18128148
title: Linked collectors and determiners for: Ixora ravikumarii, a new name for Ixora monticola Gamble (Rubiaceae: Ixoroideae).

description: Natural history specimen data linked to collectors and determiners held within, "Ixora ravikumarii, a new name for Ixora monticola Gamble (Rubiaceae: Ixoroideae)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/62a0f62a-fb8b-4c61-89e7-d3e1f7572c08 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/62a0f62a-fb8b-4c61-89e7-d3e1f7572c08. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18128150
title: Linked collectors and determiners for: Untangling the waterfall damsels: a review of the Mesoamerican genus Paraphlebia Selys in Hagen, 1861 (Odonata: Thaumatoneuridae) with descriptions of 11 new species.

description: Natural history specimen data linked to collectors and determiners held within, "Untangling the waterfall damsels: a review of the Mesoamerican genus Paraphlebia Selys in Hagen, 1861 (Odonata: Thaumatoneuridae) with descriptions of 11 new species". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/67fbf2b0-b944-485d-90b5-976914d338ad using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/67fbf2b0-b944-485d-90b5-976914d338ad. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18128152
title: Linked collectors and determiners for: A new species of Leiothrix (Eriocaulaceae) from the Espinhaço Range, Bahia, Brazil.

description: Natural history specimen data linked to collectors and determiners held within, "A new species of Leiothrix (Eriocaulaceae) from the Espinhaço Range, Bahia, Brazil". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/6bc0c53c-42c3-452d-a59c-1891fa936bca using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/6bc0c53c-42c3-452d-a59c-1891fa936bca. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18128154
title: Linked collectors and determiners for: The confused taxonomy of Pseudolaelia irwiniana (Orchidaceae) with two new synonyms.

description: Natural history specimen data linked to collectors and determiners held within, "The confused taxonomy of Pseudolaelia irwiniana (Orchidaceae) with two new synonyms". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/6ef4efd8-cbdf-4c51-abe0-2899cbcb8f46 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/6ef4efd8-cbdf-4c51-abe0-2899cbcb8f46. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18128156
title: Linked collectors and determiners for: New neotropical Lycopodiaceae.

description: Natural history specimen data linked to collectors and determiners held within, "New neotropical Lycopodiaceae". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/74ef6091-66de-42d0-bb33-afee5160551f using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/74ef6091-66de-42d0-bb33-afee5160551f. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18128158
title: Linked collectors and determiners for: Taxonomic updates in Brazilian species of Croton sect. Lasiogyne (Euphorbiaceae): new synonyms and lectotypifications.

description: Natural history specimen data linked to collectors and determiners held within, "Taxonomic updates in Brazilian species of Croton sect. Lasiogyne (Euphorbiaceae): new synonyms and lectotypifications". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/86542555-6fcd-4565-bd73-a49c4ff8e42e using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/86542555-6fcd-4565-bd73-a49c4ff8e42e. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18127171
title: PlantSetDelta dataset
DOI: 10.5281/zenodo.18128160
title: Linked collectors and determiners for: Identificación molecular de esporas de Hongos Micorrízicos Arbusculares fenotípicamente asociados a Glomus spp en suelos de cultivo de Yuca y Frijol.

description: Natural history specimen data linked to collectors and determiners held within, "Identificación molecular de esporas de Hongos Micorrízicos Arbusculares fenotípicamente asociados a Glomus spp en suelos de cultivo de Yuca y Frijol". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/8aa57db3-2928-4582-a03d-cdbd8309b605 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/8aa57db3-2928-4582-a03d-cdbd8309b605. Formatted as a Frictionless Data package.
DOI: 10.17632/zyprwprry7
title: Data Set_Consumer Values and Patronage Intention

description: The dataset comprises primary survey data collected from 312 consumers in Sri Lanka who have prior experience with phygital retail environments (integrating physical and digital retail touchpoints). Data were gathered using a structured, self-administered questionnaire grounded in the Theory of Consumer Values (TCV). The instrument measures five consumer value dimensions—functional, emotional, epistemic, social, and conditional values—along with consumer attitudes and phygital patronage intention. All constructs were operationalized using multi-item scales adapted from established literature and measured on a Likert-type scale. The dataset was analyzed using Partial Least Squares Structural Equation Modelling (PLS-SEM) via SmartPLS 4 to examine direct and mediating relationships. The data support empirical investigation into value-driven consumer behavior within phygital retail contexts.
DOI: 10.17632/zyprwprry7.1
title: Data Set_Consumer Values and Patronage Intention

description: The dataset comprises primary survey data collected from 312 consumers in Sri Lanka who have prior experience with phygital retail environments (integrating physical and digital retail touchpoints). Data were gathered using a structured, self-administered questionnaire grounded in the Theory of Consumer Values (TCV). The instrument measures five consumer value dimensions—functional, emotional, epistemic, social, and conditional values—along with consumer attitudes and phygital patronage intention. All constructs were operationalized using multi-item scales adapted from established literature and measured on a Likert-type scale. The dataset was analyzed using Partial Least Squares Structural Equation Modelling (PLS-SEM) via SmartPLS 4 to examine direct and mediating relationships. The data support empirical investigation into value-driven consumer behavior within phygital retail contexts.
DOI: 10.5281/zenodo.18128162
title: Linked collectors and determiners for: Medicinal Herb Garden (CNR-ISB-MGH).

description: Natural history specimen data linked to collectors and determiners held within, "Medicinal Herb Garden (CNR-ISB-MGH)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/918965c3-542f-4d21-a262-35105b7dc3d5 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/918965c3-542f-4d21-a262-35105b7dc3d5. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18128164
title: Linked collectors and determiners for: Notes on the life history and taxonomy of Cerurina marshalli (Noctuoidea: Notodontidae: Cerurinae).

description: Natural history specimen data linked to collectors and determiners held within, "Notes on the life history and taxonomy of Cerurina marshalli (Noctuoidea: Notodontidae: Cerurinae)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/925597f3-5eac-4883-897d-97960896df04 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/925597f3-5eac-4883-897d-97960896df04. Formatted as a Frictionless Data package.
DOI: 10.17632/fcxjxyrpkg
title: Supplementary Material

description: Supplementary Material
DOI: 10.17632/fcxjxyrpkg.1
title: Supplementary Material

description: Supplementary Material
DOI: 10.5281/zenodo.18128166
title: Linked collectors and determiners for: Blue Futures Pathways Expeditions Biodiversity Observations.

description: Natural history specimen data linked to collectors and determiners held within, "Blue Futures Pathways Expeditions Biodiversity Observations". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/9932f124-c354-4ed4-aa15-755833c93896 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/9932f124-c354-4ed4-aa15-755833c93896. Formatted as a Frictionless Data package.
DOI: 10.17632/jzj6mh85b7
title: ESKAPEE_ Web/CMD: AI-based Dynamic Web Server for Classification of ESKAPE path-ogens using WGS data from clinical isolates
DOI: 10.17632/jzj6mh85b7.1
title: ESKAPEE_ Web/CMD: AI-based Dynamic Web Server for Classification of ESKAPE path-ogens using WGS data from clinical isolates
DOI: 10.5281/zenodo.18128168
title: Linked collectors and determiners for: Three new species of Myrcia sect. Myrcia (Myrtaceae) from South America.

description: Natural history specimen data linked to collectors and determiners held within, "Three new species of Myrcia sect. Myrcia (Myrtaceae) from South America". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/9da03187-3858-4263-a059-0d463f117557 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/9da03187-3858-4263-a059-0d463f117557. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18128170
title: Linked collectors and determiners for: Typification of Alopecurus laguriformis Schur ex Griseb. & Schenk (Poaceae) with comments on its supposed occurrence in Ukraine.

description: Natural history specimen data linked to collectors and determiners held within, "Typification of Alopecurus laguriformis Schur ex Griseb. & Schenk (Poaceae) with comments on its supposed occurrence in Ukraine". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/9ec17992-6c9b-4176-9675-cb803b21a0b3 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/9ec17992-6c9b-4176-9675-cb803b21a0b3. Formatted as a Frictionless Data package.
DOI: 10.17632/vsvwzmwv88
title: Advancing Bengali Next-Word Prediction: A Multi-Domain Text Dataset for Language Modelling and Predictive Text

description: This is a comprehensive collection of Bengali texts drawn from multiple areas of discourse to support research into Bengali language modeling and next-word prediction. The data was compiled in Summer 2025 from 32 publically available sources which contain a wide variety of writing styles and topics (i.e., national news portals; Wikipedia; Class IX-X textbooks; religious and ethical writings; literature and poetry; blogs; publicly visible social media text; and a small number of clearly labeled examples generated by an artificial intelligence). All data was stored in UTF-8 Bengali Unicode text format and grouped at the source level to enable transparent provenance tracking, domain-based testing, and experimental replication. With respect to size, this combined corpus contained 503,257 tokens and 84,788 unique word forms before preprocessing and 498,023 tokens and 62,009 unique word forms after preprocessing, providing a large body of data for training, benchmarking, and comparative analysis of both statistical and neural methods for Bengali next-word prediction.
DOI: 10.5281/zenodo.18128172
title: Linked collectors and determiners for: New records of Philcoxia minensis (Plantaginaceae) and Mitracarpus pusillus (Rubiaceae): conservation status assessment and notes on type specimens of two threatened species from the Espinhaço Range, Minas Gerais, Brazil.

description: Natural history specimen data linked to collectors and determiners held within, "New records of Philcoxia minensis (Plantaginaceae) and Mitracarpus pusillus (Rubiaceae): conservation status assessment and notes on type specimens of two threatened species from the Espinhaço Range, Minas Gerais, Brazil". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/9f4719a6-3f3f-45dc-8248-5a8cfafba710 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/9f4719a6-3f3f-45dc-8248-5a8cfafba710. Formatted as a Frictionless Data package.
DOI: 10.17632/vsvwzmwv88.1
title: Advancing Bengali Next-Word Prediction: A Multi-Domain Text Dataset for Language Modelling and Predictive Text

description: This is a comprehensive collection of Bengali texts drawn from multiple areas of discourse to support research into Bengali language modeling and next-word prediction. The data was compiled in Summer 2025 from 32 publically available sources which contain a wide variety of writing styles and topics (i.e., national news portals; Wikipedia; Class IX-X textbooks; religious and ethical writings; literature and poetry; blogs; publicly visible social media text; and a small number of clearly labeled examples generated by an artificial intelligence). All data was stored in UTF-8 Bengali Unicode text format and grouped at the source level to enable transparent provenance tracking, domain-based testing, and experimental replication. With respect to size, this combined corpus contained 503,257 tokens and 84,788 unique word forms before preprocessing and 498,023 tokens and 62,009 unique word forms after preprocessing, providing a large body of data for training, benchmarking, and comparative analysis of both statistical and neural methods for Bengali next-word prediction.
DOI: 10.5281/zenodo.18128174
title: Linked collectors and determiners for: Euphorbia akmanii (Euphorbiaceae), a new species from Turkey.

description: Natural history specimen data linked to collectors and determiners held within, "Euphorbia akmanii (Euphorbiaceae), a new species from Turkey". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/a4c0144e-2249-44c6-bc4b-b3bd2812800e using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/a4c0144e-2249-44c6-bc4b-b3bd2812800e. Formatted as a Frictionless Data package.