cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18129467
title: Linked collectors and determiners for: Oenothera L. a new genus of alien plant first reported in the Maltese Islands.

description: Natural history specimen data linked to collectors and determiners held within, "Oenothera L. a new genus of alien plant first reported in the Maltese Islands". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/cc3dcde6-5a85-4a80-ba6c-8bbcda3795ef using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/cc3dcde6-5a85-4a80-ba6c-8bbcda3795ef. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18129469
title: Linked collectors and determiners for: A new species of Rhipidoglossum (Orchidaceae, Angraecinae) from the Western Rift Valley (Africa).

description: Natural history specimen data linked to collectors and determiners held within, "A new species of Rhipidoglossum (Orchidaceae, Angraecinae) from the Western Rift Valley (Africa)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/dc9e23fc-de20-4f18-8b4e-43cc3001300e using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/dc9e23fc-de20-4f18-8b4e-43cc3001300e. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18129473
title: Linked collectors and determiners for: Taxonomy of the Genus Phymaspermum (Asteraceae, Anthemideae).

description: Natural history specimen data linked to collectors and determiners held within, "Taxonomy of the Genus Phymaspermum (Asteraceae, Anthemideae)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/ef3844e7-f1de-4fd8-93ff-b63c1003b079 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/ef3844e7-f1de-4fd8-93ff-b63c1003b079. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18129475
title: Linked collectors and determiners for: A taxonomic synopsis of the genus Zornia J. F. Gmel. (Leguminosae: Papilionoideae) for the Neotropics.

description: Natural history specimen data linked to collectors and determiners held within, "A taxonomic synopsis of the genus Zornia J. F. Gmel. (Leguminosae: Papilionoideae) for the Neotropics". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/f285601e-6e60-41e5-916c-8b414a3c0878 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/f285601e-6e60-41e5-916c-8b414a3c0878. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18129477
title: Linked collectors and determiners for: University of Florida Lepidoptery.

description: Natural history specimen data linked to collectors and determiners held within, "University of Florida Lepidoptery". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/f427964f-3b6f-43a3-8639-18005ae6e4bc using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/f427964f-3b6f-43a3-8639-18005ae6e4bc. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18129479
title: Linked collectors and determiners for: Terrestrial Mollusca of Cuc Phuong National Park, Vietnam – Results from the 2019 VIETBIO inventory work. Collection data.

description: Natural history specimen data linked to collectors and determiners held within, "Terrestrial Mollusca of Cuc Phuong National Park, Vietnam – Results from the 2019 VIETBIO inventory work. Collection data". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/f6fa17ac-d134-4f56-ad7e-d80eb6278e09 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/f6fa17ac-d134-4f56-ad7e-d80eb6278e09. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18129207
title: Data sets for "Single-cell growth rate fluctuations contribute independently from protein production to gene expression noise and decrease with average growth rate"

description: All experimental data sets and RealTrace output from the publication "Single-cell growth rate fluctuations contribute independently from protein production to gene expression noise and decrease with average growth rate".
DOI: 10.5281/zenodo.18129208
title: Data sets for "Single-cell growth rate fluctuations contribute independently from protein production to gene expression noise and decrease with average growth rate"

description: All experimental data sets and RealTrace output from the publication "Single-cell growth rate fluctuations contribute independently from protein production to gene expression noise and decrease with average growth rate".
DOI: 10.5281/zenodo.18129485
title: Linked collectors and determiners for: Systematics of the Vanilla chamissonis clade (Orchidaceae): a study based on integrative taxonomy.

description: Natural history specimen data linked to collectors and determiners held within, "Systematics of the Vanilla chamissonis clade (Orchidaceae): a study based on integrative taxonomy". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/fdd8cd29-9536-4e8c-9413-898f62747793 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/fdd8cd29-9536-4e8c-9413-898f62747793. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18128839
title: Re-análisis bayesiano de la salud mental en inmigrantes latinoamericanos en España (2014-2020): Reporte estadístico suplementario

description: Este conjunto de datos contiene el reporte estadístico detallado y las simulaciones de Monte Carlo que respaldan la Carta al Director titulada "Erosión de la 'paradoja del migrante sano' en salud mental en España: re-análisis bayesiano en población latinoamericana (2014-2020)". El análisis utiliza los datos primarios de prevalencia de depresión autodeclarada reportados por Borrell et al. (2025) a partir de las Encuestas Europeas de Salud en España de los años 2014 y 2020.

Contenido del reporte (Epidat 4.0):

·         Población 1: Población nativa nacida en España.

·         Población 2: Inmigrantes procedentes de países de América Latina.

Metodología: Inferencia bayesiana para la diferencia de proporciones utilizando distribuciones a priori no informativas de Jeffreys (Beta 0.5, 0.5)

Simulaciones: Se realizaron 10.000 iteraciones para cada periodo para obtener las distribuciones posteriores y los intervalos de credibilidad (ICr) al 95%. 

Hallazgos clave documentados:

·         Año 2014: Se documenta una ventaja de salud mental significativa a favor del colectivo latinoamericano, con una diferencia de prevalencia media de 3,7% y un ICr 95% de [1,6% a 5,3%].

·         Año 2020: Se observa la erosión de dicha ventaja, con una diferencia media reducida al 1,4% y un ICr 95% que cruza el valor nulo [-0,5% a 3,0%], indicando que la "paradoja" se ha vuelto estadísticamente incierta.
DOI: 10.5281/zenodo.18129489
title: Linked collectors and determiners for: Two new species of Hypancistrus (Siluriformes: Loricariidae) from the rio Xingu, Amazon, Brazil.

description: Natural history specimen data linked to collectors and determiners held within, "Two new species of Hypancistrus (Siluriformes: Loricariidae) from the rio Xingu, Amazon, Brazil". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/03b78c79-6ecb-440f-a7a6-263829e159fa using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/03b78c79-6ecb-440f-a7a6-263829e159fa. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18129491
title: Linked collectors and determiners for: First record of Diphasiastrum complanatum (L.) Holub for Baffin Island (Nunavut).

description: Natural history specimen data linked to collectors and determiners held within, "First record of Diphasiastrum complanatum (L.) Holub for Baffin Island (Nunavut)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/176276fb-55d4-441c-81be-56ace198e98d using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/176276fb-55d4-441c-81be-56ace198e98d. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18129493
title: Linked collectors and determiners for: Bees (Hymenoptera: Anthophila) of seasonal herbaceous wetlands in Mississippi.

description: Natural history specimen data linked to collectors and determiners held within, "Bees (Hymenoptera: Anthophila) of seasonal herbaceous wetlands in Mississippi". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/17b39691-4fc2-45b8-986a-fb004ccae727 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/17b39691-4fc2-45b8-986a-fb004ccae727. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.17880924
title: Facial Emotion Recognition Dataset with Three Expression Classes: Angry, Sad, Happy

description: This dataset was created by Group 10 – Bina Nusantara University @Bandung as part of the Artificial Intelligence course (AOL Project). It consists of a collection of human facial images categorized into three primary emotional classes: Angry, Sad, and Happy. All images were collected manually from Google Images and selected to represent real-world variations, including differences in lighting, camera angle, age, gender, and background.

The dataset is designed to support research and development in Facial Emotion Recognition (FER), particularly for training deep learning models based on Convolutional Neural Networks (CNN) such as AlexNet. All images have been standardized through preprocessing steps, including resizing to 227×227 pixels, normalization, and labeling according to their respective emotional class.

This dataset is intended for academic and research purposes, including machine learning experimentation, computer vision studies, and evaluation of emotion classification models based on facial imagery.
DOI: 10.5281/zenodo.18128572
title: Facial Emotion Recognition Dataset with Three Expression Classes: Angry, Sad, Happy

description: This dataset was created by Group 10 – Bina Nusantara University @Bandung as part of the Artificial Intelligence course (AOL Project). It consists of a collection of human facial images categorized into three primary emotional classes: Angry, Sad, and Happy. All images were collected manually from Google Images and selected to represent real-world variations, including differences in lighting, camera angle, age, gender, and background.

The dataset is designed to support research and development in Facial Emotion Recognition (FER), particularly for training deep learning models based on Convolutional Neural Networks (CNN) such as AlexNet. All images have been standardized through preprocessing steps, including resizing to 227×227 pixels, normalization, and labeling according to their respective emotional class.

This dataset is intended for academic and research purposes, including machine learning experimentation, computer vision studies, and evaluation of emotion classification models based on facial imagery.
DOI: 10.5281/zenodo.18129499
title: Linked collectors and determiners for: A review of Ephydrella Tonnoir and Malloch from the New Zealand subregion (Diptera: Ephydridae) with description of a new species.

description: Natural history specimen data linked to collectors and determiners held within, "A review of Ephydrella Tonnoir and Malloch from the New Zealand subregion (Diptera: Ephydridae) with description of a new species". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/188c7d46-7822-4264-b707-38ca8a782e33 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/188c7d46-7822-4264-b707-38ca8a782e33. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18129495
title: Linked collectors and determiners for: NEON Biorepository Invertebrate Bycatch Collection (Trap Sorting).

description: Natural history specimen data linked to collectors and determiners held within, "NEON Biorepository Invertebrate Bycatch Collection (Trap Sorting)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/187a7e8e-bee1-4933-9783-454103386c26 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/187a7e8e-bee1-4933-9783-454103386c26. Formatted as a Frictionless Data package.
DOI: 10.34740/kaggle/dsv/14369956
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.5281/zenodo.18129503
title: Linked collectors and determiners for: Two new cis-Andean species of the South American catfish genus Megalonema allied to trans-Andean Megalonema xanthum, with description of a new subgenus (Siluriformes: Pimelodidae).

description: Natural history specimen data linked to collectors and determiners held within, "Two new cis-Andean species of the South American catfish genus Megalonema allied to trans-Andean Megalonema xanthum, with description of a new subgenus (Siluriformes: Pimelodidae)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/1fb25536-ff7a-418d-9763-912b7018f6c6 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/1fb25536-ff7a-418d-9763-912b7018f6c6. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18129501
title: Linked collectors and determiners for: Report of Xanthopimpla punctata (Fabricius) as a pupal parasitoid of banana bagworm, Manatha albipes Moore (Lepidoptera: Psychidae) from South India.

description: Natural history specimen data linked to collectors and determiners held within, "Report of Xanthopimpla punctata (Fabricius) as a pupal parasitoid of banana bagworm, Manatha albipes Moore (Lepidoptera: Psychidae) from South India". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/196247f6-cc4d-4ce5-b475-f9cd12633548 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/196247f6-cc4d-4ce5-b475-f9cd12633548. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18129510
title: Linked collectors and determiners for: Revision of the species of the genus Cathorops (Siluriformes: Ariidae) from Mesoamerica and the Central American Caribbean, with description of three new species.

description: Natural history specimen data linked to collectors and determiners held within, "Revision of the species of the genus Cathorops (Siluriformes: Ariidae) from Mesoamerica and the Central American Caribbean, with description of three new species". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/20063e32-2edc-4e82-9daa-ca17286cea93 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/20063e32-2edc-4e82-9daa-ca17286cea93. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18129509
title: Linked collectors and determiners for: Phylogenomics and taxonomic revision of Stenarella Szépligeti (Hymenoptera, Ichneumonidae, Cryptinae).

description: Natural history specimen data linked to collectors and determiners held within, "Phylogenomics and taxonomic revision of Stenarella Szépligeti (Hymenoptera, Ichneumonidae, Cryptinae)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/27c33ca4-51b1-4576-ae62-bdd41cc06aec using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/27c33ca4-51b1-4576-ae62-bdd41cc06aec. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18129514
title: Linked collectors and determiners for: A new species of Hemiancistrus from the rio Araguaia basin, Goiás state, Brazil (Siluriformes: Loricariidae).

description: Natural history specimen data linked to collectors and determiners held within, "A new species of Hemiancistrus from the rio Araguaia basin, Goiás state, Brazil (Siluriformes: Loricariidae)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/2f00c8f4-89c4-4cd4-af75-41f6c02d5ed1 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/2f00c8f4-89c4-4cd4-af75-41f6c02d5ed1. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18129516
title: Linked collectors and determiners for: Bulk collection (BERN-Bulk) of Herbarium of the Botanical Garden of the University of Bern.

description: Natural history specimen data linked to collectors and determiners held within, "Bulk collection (BERN-Bulk) of Herbarium of the Botanical Garden of the University of Bern". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/3ba03005-2bbd-4076-b68e-aa426a16b31d using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/3ba03005-2bbd-4076-b68e-aa426a16b31d. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18129470
title: Emergent Matter and Interactions from Topologically Constrained Spinor Circulation
DOI: 10.5281/zenodo.18129471
title: Emergent Matter and Interactions from Topologically Constrained Spinor Circulation
DOI: 10.5281/zenodo.18129518
title: Linked collectors and determiners for: Dicranota Zetterstedt, 1838 crane flies (Diptera, Pediciidae) of Korea.

description: Natural history specimen data linked to collectors and determiners held within, "Dicranota Zetterstedt, 1838 crane flies (Diptera, Pediciidae) of Korea". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/41c7b1d6-8579-43de-b648-25783c45e479 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/41c7b1d6-8579-43de-b648-25783c45e479. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18129520
title: Linked collectors and determiners for: Checklist of benthic marine algae and cyanobacteria of northern Portugal.

description: Natural history specimen data linked to collectors and determiners held within, "Checklist of benthic marine algae and cyanobacteria of northern Portugal". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/4e6347f1-80d0-45fe-bb4e-0242ef374481 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/4e6347f1-80d0-45fe-bb4e-0242ef374481. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18129524
title: Linked collectors and determiners for: Fairyflies (Hymenoptera: Chalcidoidea: Mymaridae) of the temperate forests of Québec.

description: Natural history specimen data linked to collectors and determiners held within, "Fairyflies (Hymenoptera: Chalcidoidea: Mymaridae) of the temperate forests of Québec". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/56e33090-4e3a-4a9c-ab41-ff48c4f6c8e7 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/56e33090-4e3a-4a9c-ab41-ff48c4f6c8e7. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18129526
title: Linked collectors and determiners for: Trinity College Dublin Herbarium.

description: Natural history specimen data linked to collectors and determiners held within, "Trinity College Dublin Herbarium". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/5ec402f8-fc72-41e0-bc29-8451d920db3c using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/5ec402f8-fc72-41e0-bc29-8451d920db3c. Formatted as a Frictionless Data package.
DOI: 10.6084/m9.figshare.30986794
title: <b>Utilization of Coal-Based Activated Carbon (JA) for the Adsorption of Methyl orange Azo Dye in Wastewater</b>

description: Currently, the mainstream methods for dye removal internationally include advanced oxidation, catalytic degradation, and adsorption. Catalytic and oxidation methods are costly and unsuitable for large-scale application. While adsorption is straightforward, selecting and modifying raw materials poses significant challenges. Therefore, identifying readily available and inexpensive adsorbents is crucial for dye removal. This study utilized Type A coal as raw material to prepare a series of specialized activated carbons (JA) for adsorbing methyl orange from wastewater, followed by optimization. The optimized screening results indicated that JA-12 exhibited the highest methyl orange removal rate (90.54%). This performance is attributed to its larger micropore structure and increased pore volume. Further analysis revealed that the adsorption process follows pseudo-second-order kinetics and the Langmuir adsorption isotherm model (R²≈0.999). Compared to the theoretical adsorption capacity calculated based on specific surface area, the adsorption capacity calculated based on pore volume (270.66 mg/g) was closer to the actual adsorption capacity, indicating that the pore structure of JA-12 plays a dominant role in the adsorption process. Combined with the Langmuir adsorption model, it can be inferred that dye molecules in solution adsorb onto the inner surface of JA-12 in a monolayer form. Surface functional group analysis revealed that protonation enhances JA-12's adsorption capacity for the azo dye methyl orange. Collectively, our findings elucidate the removal mechanism of methyl orange using readily available coal as raw material to prepare low-cost specialty activated carbon, providing a framework for cost-effective, large-scale dye removal.
DOI: 10.6084/m9.figshare.30986794.v1
title: <b>Utilization of Coal-Based Activated Carbon (JA) for the Adsorption of Methyl orange Azo Dye in Wastewater</b>

description: Currently, the mainstream methods for dye removal internationally include advanced oxidation, catalytic degradation, and adsorption. Catalytic and oxidation methods are costly and unsuitable for large-scale application. While adsorption is straightforward, selecting and modifying raw materials poses significant challenges. Therefore, identifying readily available and inexpensive adsorbents is crucial for dye removal. This study utilized Type A coal as raw material to prepare a series of specialized activated carbons (JA) for adsorbing methyl orange from wastewater, followed by optimization. The optimized screening results indicated that JA-12 exhibited the highest methyl orange removal rate (90.54%). This performance is attributed to its larger micropore structure and increased pore volume. Further analysis revealed that the adsorption process follows pseudo-second-order kinetics and the Langmuir adsorption isotherm model (R²≈0.999). Compared to the theoretical adsorption capacity calculated based on specific surface area, the adsorption capacity calculated based on pore volume (270.66 mg/g) was closer to the actual adsorption capacity, indicating that the pore structure of JA-12 plays a dominant role in the adsorption process. Combined with the Langmuir adsorption model, it can be inferred that dye molecules in solution adsorb onto the inner surface of JA-12 in a monolayer form. Surface functional group analysis revealed that protonation enhances JA-12's adsorption capacity for the azo dye methyl orange. Collectively, our findings elucidate the removal mechanism of methyl orange using readily available coal as raw material to prepare low-cost specialty activated carbon, providing a framework for cost-effective, large-scale dye removal.