cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18117324
title: Linked collectors and determiners for: University of Alberta Vascular Plant Herbarium (ALTA-VP).

description: Natural history specimen data linked to collectors and determiners held within, "University of Alberta Vascular Plant Herbarium (ALTA-VP)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/2429287b-ef65-4cfd-afcc-11cc3ba95cca using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/2429287b-ef65-4cfd-afcc-11cc3ba95cca. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18117078
title: Supplementary materials to "The formation of terraces and channel pattern changes of mountain rivers: findings from the upper Sava Valley (Slovenia)".

description: This supplemental material contains eight figures and one table. The figures show traces of a palaeochannel maintaining traces of erosional surfaces within terrace III (Fig. I, and traces of  horizontal stratification and unit bars produced by a flood event at site I (Fig. II). Figure III shows traces of point bar deposits overlain by fines at terrace level III, and the sedimentary architecture of a wandering channel planform at the modern floodplain level at site II. The internal structure of channel bars situated within the modern Sava River bed at site II was shown in Fig. IVb and c. A sequence of. Figures V and VI show ridge and swale sequences with traces of oblique accretion at site III. Traces of a wandering channel planform preserved at terrace level III at site IV, including changes in the orientation of layering, erosional surfaces and compound bars, are presented in Figs VII and VIII. The table show grain-size data characterizing sediments of the modern Sava floodplain and terraces levels.
DOI: 10.5281/zenodo.18117079
title: Supplementary materials to "The formation of terraces and channel pattern changes of mountain rivers: findings from the upper Sava Valley (Slovenia)".

description: This supplemental material contains eight figures and one table. The figures show traces of a palaeochannel maintaining traces of erosional surfaces within terrace III (Fig. I, and traces of  horizontal stratification and unit bars produced by a flood event at site I (Fig. II). Figure III shows traces of point bar deposits overlain by fines at terrace level III, and the sedimentary architecture of a wandering channel planform at the modern floodplain level at site II. The internal structure of channel bars situated within the modern Sava River bed at site II was shown in Fig. IVb and c. A sequence of. Figures V and VI show ridge and swale sequences with traces of oblique accretion at site III. Traces of a wandering channel planform preserved at terrace level III at site IV, including changes in the orientation of layering, erosional surfaces and compound bars, are presented in Figs VII and VIII. The table show grain-size data characterizing sediments of the modern Sava floodplain and terraces levels.
DOI: 10.5281/zenodo.18117325
title: Linked collectors and determiners for: FBIP:IZIKO-UCT:Historical Survey (1930-1980).

description: Natural history specimen data linked to collectors and determiners held within, "FBIP:IZIKO-UCT:Historical Survey (1930-1980)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/2429f28c-dc43-40e7-92f6-49206e0729fb using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/2429f28c-dc43-40e7-92f6-49206e0729fb. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18117326
title: Linked collectors and determiners for: Some Plant Specimens from KUN, IBSC, NAS  Herbarium in China from 1900 to 1950.

description: Natural history specimen data linked to collectors and determiners held within, "Some Plant Specimens from KUN, IBSC, NAS  Herbarium in China from 1900 to 1950". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/246ad1f8-e75c-419d-b97e-16dde697ae30 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/246ad1f8-e75c-419d-b97e-16dde697ae30. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18117333
title: Linked collectors and determiners for: Taxonomic revision of the Afrotropical species of Pachyanthidium Friese (Hymenoptera: Megachilidae: Anthidiini).

description: Natural history specimen data linked to collectors and determiners held within, "Taxonomic revision of the Afrotropical species of Pachyanthidium Friese (Hymenoptera: Megachilidae: Anthidiini)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/247eb149-de99-4046-ae9e-b44b817fe8b9 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/247eb149-de99-4046-ae9e-b44b817fe8b9. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18117334
title: Linked collectors and determiners for: Plant Specimen from Herbarium (CDBI) in China, Chengdu Institute of Botany, Chinese Academy of Sciences.

description: Natural history specimen data linked to collectors and determiners held within, "Plant Specimen from Herbarium (CDBI) in China, Chengdu Institute of Botany, Chinese Academy of Sciences". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/249ec6d9-ce13-4096-baf5-42130fc3d0b1 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/249ec6d9-ce13-4096-baf5-42130fc3d0b1. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18117343
title: Linked collectors and determiners for: A revision of the Neotropical ant-like genus Cardiacephala Macquart, including Plocoscelus Enderlein syn. nov. (Diptera: Micropezidae, Taeniapterinae).

description: Natural history specimen data linked to collectors and determiners held within, "A revision of the Neotropical ant-like genus Cardiacephala Macquart, including Plocoscelus Enderlein syn. nov. (Diptera: Micropezidae, Taeniapterinae)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/249faa66-1f6a-44a0-b7f2-f12acaf62e5b using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/249faa66-1f6a-44a0-b7f2-f12acaf62e5b. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18117348
title: Linked collectors and determiners for: UWIZM Mammals.

description: Natural history specimen data linked to collectors and determiners held within, "UWIZM Mammals". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/24a25949-4531-428d-885d-ae402177440c using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/24a25949-4531-428d-885d-ae402177440c. Formatted as a Frictionless Data package.
DOI: 10.15468/dl.g7h74h
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Occurrence evidence)",
 "Country is China",
 "GadmGid is CHN.25_1",
 "Geometry POLYGON((110 34,113 34,113 36,110 36,110 34))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is Continent derived from coordinates",
 "OccurrenceStatus is Present",
 "TaxonKey is Cygnus cygnus",
 "Year 2015-2026"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070382-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18117351
title: Linked collectors and determiners for: Caenotropus schizodon, a new chilodontid fish from the Rio Tapajos drainage, Brazil (Ostariophysi: Characiformes: Chilodontidae)..

description: Natural history specimen data linked to collectors and determiners held within, "Caenotropus schizodon, a new chilodontid fish from the Rio Tapajos drainage, Brazil (Ostariophysi: Characiformes: Chilodontidae).". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/24b74b65-a402-4387-b73b-bb4664bb0fa6 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/24b74b65-a402-4387-b73b-bb4664bb0fa6. Formatted as a Frictionless Data package.
DOI: 10.15468/dl.r69fds
title: Occurrence Download

description: A dataset containing 448 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Aurantiporus croceus"
 ]
}

 The dataset includes 448 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070383-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18117358
title: Linked collectors and determiners for: Solanum_baretiae.

description: Natural history specimen data linked to collectors and determiners held within, "Solanum_baretiae". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/2528643b-e86e-49c2-b1e0-f56c7c986818 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/2528643b-e86e-49c2-b1e0-f56c7c986818. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18117363
title: Linked collectors and determiners for: COA Mammal Collection (Arctos).

description: Natural history specimen data linked to collectors and determiners held within, "COA Mammal Collection (Arctos)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/25685aee-445d-4e82-94c8-815ee2169644 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/25685aee-445d-4e82-94c8-815ee2169644. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18117366
title: Linked collectors and determiners for: Collection of myxomycetes of Young Naturalists Circle of Zoological Museum of Moscow State University.

description: Natural history specimen data linked to collectors and determiners held within, "Collection of myxomycetes of Young Naturalists Circle of Zoological Museum of Moscow State University". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/25a7f866-6262-41f9-a5e5-c44829ea7c3e using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/25a7f866-6262-41f9-a5e5-c44829ea7c3e. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18117367
title: Linked collectors and determiners for: Malawi-Histeridae-Biodiversity-Data.

description: Natural history specimen data linked to collectors and determiners held within, "Malawi-Histeridae-Biodiversity-Data". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/25cf9b9b-4bf8-46c4-b85c-7a08933b1577 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/25cf9b9b-4bf8-46c4-b85c-7a08933b1577. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18117370
title: Linked collectors and determiners for: Colección de Reptiles del Instituto de Investigación de Recursos Biológicos Alexander von Humboldt (IAvH-R).

description: Natural history specimen data linked to collectors and determiners held within, "Colección de Reptiles del Instituto de Investigación de Recursos Biológicos Alexander von Humboldt (IAvH-R)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/2618e878-7e19-412d-99e3-f12a8aa23ebb using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/2618e878-7e19-412d-99e3-f12a8aa23ebb. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18117371
title: Linked collectors and determiners for: Inventario de ofiuroideos del Pacífico mexicano.

description: Natural history specimen data linked to collectors and determiners held within, "Inventario de ofiuroideos del Pacífico mexicano". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/261f3489-e820-40d0-8245-094aede04672 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/261f3489-e820-40d0-8245-094aede04672. Formatted as a Frictionless Data package.
DOI: 10.34808/cnvb-qz77
title: XRD patterns of nickel-modified V2CTx

description: The set includes data for XRD pattern preparation of nickel-modified V2CTx samples.
Preparation of V2CTx: V2AlC was subjected to selective removing of aluminium via etching in 50% HF at room temperature for 96 h.
Preparation of Ni-V2CTx_NaOH: hydrothermal synthesis of nickel particles deposition on V2CTx MXene in basic media (pH=10) at 160 deg. C. for 16h
DOI: 10.34808/jvkk-1y04
title: Nitrogen sorption isotherm for V2CTx

description: Data of points for nitrogen sorption isotherm for sample V2CTx (only sorption branch). The V2CTx was prepared via selective etching of aluminium from MAX matrice V2AlC using 50% HF for 96 h at room temperature.
The set of data includes calculation of BET surface area, t-plot, BJH pore and size distribution reports.
Details of analysis: 2 h of degassing under nitrogen atmosphere at 200 deg. C, range of partial pressures: 0.05-0.99, free space gas: helium, the temperature of analysis: 77K.
DOI: 10.5281/zenodo.18117376
title: Linked collectors and determiners for: Malezas introducidas en México.

description: Natural history specimen data linked to collectors and determiners held within, "Malezas introducidas en México". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/262ec79d-5ff8-4b1a-974f-5c19fcb2f1ee using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/262ec79d-5ff8-4b1a-974f-5c19fcb2f1ee. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18117380
title: Linked collectors and determiners for: ZFMK Herpetology collection.

description: Natural history specimen data linked to collectors and determiners held within, "ZFMK Herpetology collection". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/263bbfe7-f643-43bb-b448-f0705d1c0e18 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/263bbfe7-f643-43bb-b448-f0705d1c0e18. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18117383
title: Linked collectors and determiners for: T.B. Lee Herbarium Vascular Plant Collection.

description: Natural history specimen data linked to collectors and determiners held within, "T.B. Lee Herbarium Vascular Plant Collection". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/266726e3-9f9b-44ed-86f2-d590f6c9626e using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/266726e3-9f9b-44ed-86f2-d590f6c9626e. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18117377
title: Linked collectors and determiners for: Stuart M. Fullerton Collection of Arthropods (UCFC), University of Central Florida.

description: Natural history specimen data linked to collectors and determiners held within, "Stuart M. Fullerton Collection of Arthropods (UCFC), University of Central Florida". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/262f8270-f9c2-4bc6-a562-8ed71c0790e6 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/262f8270-f9c2-4bc6-a562-8ed71c0790e6. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18117387
title: Linked collectors and determiners for: Database about reference specimens for medicinal plants, in the Moraceae family, owned by CNARP.

description: Natural history specimen data linked to collectors and determiners held within, "Database about reference specimens for medicinal plants, in the Moraceae family, owned by CNARP". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/269348c6-8dd2-4d59-84ae-27c82b47c2c0 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/269348c6-8dd2-4d59-84ae-27c82b47c2c0. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18117389
title: Linked collectors and determiners for: Colección del Herbario de la Universidad Tecnológica del Chocó.

description: Natural history specimen data linked to collectors and determiners held within, "Colección del Herbario de la Universidad Tecnológica del Chocó". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/26d97e94-6ee9-4d5a-a9b8-7d514ec0345c using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/26d97e94-6ee9-4d5a-a9b8-7d514ec0345c. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18117388
title: Linked collectors and determiners for: A Distribution and Taxonomic Reference Dataset of Geranium (Geraniaceae) in the New World.

description: Natural history specimen data linked to collectors and determiners held within, "A Distribution and Taxonomic Reference Dataset of Geranium (Geraniaceae) in the New World". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/26d72d3b-4544-4645-aa56-27aa8a669c6f using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/26d72d3b-4544-4645-aa56-27aa8a669c6f. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18117392
title: Linked collectors and determiners for: Pauropoda Collection - Instituto Nacional de Pesquisas da Amazônia (INPA).

description: Natural history specimen data linked to collectors and determiners held within, "Pauropoda Collection - Instituto Nacional de Pesquisas da Amazônia (INPA)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/26e2dd6e-e6bf-4560-8caa-f29e3a5df6f3 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/26e2dd6e-e6bf-4560-8caa-f29e3a5df6f3. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18117394
title: Linked collectors and determiners for: UWIZM Odonata.

description: Natural history specimen data linked to collectors and determiners held within, "UWIZM Odonata". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/2743e1fb-5a9c-4224-800c-f86bab2ca52b using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/2743e1fb-5a9c-4224-800c-f86bab2ca52b. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18116615
title: Intelligent Crop Recommendation System Utilizing Fuzzy Logic and Bayesian Network Approaches for Dynamic Environmental Adaptation

description: Accurate crop selection plays a crucial role in improving agricultural productivity, yet traditional decision-making methods often struggle to handle uncertainty arising from varying soil nutrients and climatic conditions. This study aims to develop an intelligent crop recommendation system using a hybrid Artificial Intelligence approach that integrates Fuzzy Logic and a Tree Augmented Naive Bayes (TAN) model. Fuzzy Logic is employed to process continuous and uncertain environmental variables, while the TAN model is used to perform probabilistic crop classification by modeling dependencies among features.

The research methodology includes data preprocessing, fuzzification of soil and climate parameters, probabilistic structure learning using the TAN algorithm, and inference for crop recommendation. System implementation and testing were conducted using Python-based simulations with scikit-fuzzy and pgmpy libraries across multiple experimental scenarios. 

The system is evaluated using the Crop Recommendation Dataset, created by Atharva Ingle and publicly available on Kaggle at https://www.kaggle.com/datasets/atharvaingle/crop-recommendation-dataset. The results demonstrate that the proposed system effectively captures non-linear relationships and uncertainty in agricultural data, achieving an accuracy of 97.73% in recommending 22 different crop varieties, which shows that the hybrid Fuzzy–TAN approach provides a reliable and accurate decision support system for crop selection, offering improved adaptability and performance compared to conventional recommendation methods.
DOI: 10.5281/zenodo.18116616
title: Intelligent Crop Recommendation System Utilizing Fuzzy Logic and Bayesian Network Approaches for Dynamic Environmental Adaptation

description: Accurate crop selection plays a crucial role in improving agricultural productivity, yet traditional decision-making methods often struggle to handle uncertainty arising from varying soil nutrients and climatic conditions. This study aims to develop an intelligent crop recommendation system using a hybrid Artificial Intelligence approach that integrates Fuzzy Logic and a Tree Augmented Naive Bayes (TAN) model. Fuzzy Logic is employed to process continuous and uncertain environmental variables, while the TAN model is used to perform probabilistic crop classification by modeling dependencies among features.

The research methodology includes data preprocessing, fuzzification of soil and climate parameters, probabilistic structure learning using the TAN algorithm, and inference for crop recommendation. System implementation and testing were conducted using Python-based simulations with scikit-fuzzy and pgmpy libraries across multiple experimental scenarios. 

The system is evaluated using the Crop Recommendation Dataset, created by Atharva Ingle and publicly available on Kaggle at https://www.kaggle.com/datasets/atharvaingle/crop-recommendation-dataset. The results demonstrate that the proposed system effectively captures non-linear relationships and uncertainty in agricultural data, achieving an accuracy of 97.73% in recommending 22 different crop varieties, which shows that the hybrid Fuzzy–TAN approach provides a reliable and accurate decision support system for crop selection, offering improved adaptability and performance compared to conventional recommendation methods.
DOI: 10.5281/zenodo.18117397
title: Linked collectors and determiners for: Colección de Aves Museo Universitario de la Universidad de Antioquia.

description: Natural history specimen data linked to collectors and determiners held within, "Colección de Aves Museo Universitario de la Universidad de Antioquia". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/27465742-2f96-4cb5-83eb-c8bbb9f850ee using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/27465742-2f96-4cb5-83eb-c8bbb9f850ee. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18117400
title: Linked collectors and determiners for: Lyman Entomological Museum (LEMQ).

description: Natural history specimen data linked to collectors and determiners held within, "Lyman Entomological Museum (LEMQ)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/275319e1-f91c-406f-b239-62cb9d4185cb using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/275319e1-f91c-406f-b239-62cb9d4185cb. Formatted as a Frictionless Data package.