cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/vwp7gnj3d6
title: Raw Bangla Movie Review Comment Dataset for Sentiment Analysis and Natural Language Processing

description: This dataset presents a collection of 5,000 raw Bangla (Bengali) movie review comments collected in 2026 from online platforms for research purposes. The dataset is designed to support studies in sentiment analysis, opinion mining, text classification, and other Natural Language Processing (NLP) applications focusing on low-resource languages. All comments are provided in their original textual form without manual annotation, labeling, or preprocessing, allowing researchers to apply their own cleaning, feature extraction, and modeling techniques.

This dataset can be used for machine learning and deep learning model development, linguistic analysis, and computational research in the Bangla language. By providing a structured corpus of real-world user-generated content, this resource aims to contribute to the advancement of Bangla NLP research and sentiment analysis studies.
DOI: 10.25549/rbm-c58-5239
title: Dog Smith trotting

description: Dog Smith trotting. This is plate 706, captioned "'Smith' trotting" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.17632/vwp7gnj3d6.1
title: Raw Bangla Movie Review Comment Dataset for Sentiment Analysis and Natural Language Processing

description: This dataset presents a collection of 5,000 raw Bangla (Bengali) movie review comments collected in 2026 from online platforms for research purposes. The dataset is designed to support studies in sentiment analysis, opinion mining, text classification, and other Natural Language Processing (NLP) applications focusing on low-resource languages. All comments are provided in their original textual form without manual annotation, labeling, or preprocessing, allowing researchers to apply their own cleaning, feature extraction, and modeling techniques.

This dataset can be used for machine learning and deep learning model development, linguistic analysis, and computational research in the Bangla language. By providing a structured corpus of real-world user-generated content, this resource aims to contribute to the advancement of Bangla NLP research and sentiment analysis studies.
DOI: 10.25549/rbm-c58-3967
title: Horse Jennie walking, bareback with rider

description: Horse Jennie walking, bareback with rider. This is plate 665, captioned "'Jennie' walking, bareback; a boy riding" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-3959
title: Horse Jennie walking, bareback with rider

description: Horse Jennie walking, bareback with rider. This is plate 665, captioned "'Jennie' walking, bareback; a boy riding" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.18698299
title: Linked collectors and determiners for: New species of Salicaceae with opposite leaves from the Atlantic Forest, Brazil.

description: Natural history specimen data linked to collectors and determiners held within, "New species of Salicaceae with opposite leaves from the Atlantic Forest, Brazil". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/d536d95b-dc8d-47de-bcf2-bf2a82ea795e using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/d536d95b-dc8d-47de-bcf2-bf2a82ea795e. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18128470
title: Linked collectors and determiners for: New species of Salicaceae with opposite leaves from the Atlantic Forest, Brazil.

description: Natural history specimen data linked to collectors and determiners held within, "New species of Salicaceae with opposite leaves from the Atlantic Forest, Brazil". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/d536d95b-dc8d-47de-bcf2-bf2a82ea795e using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/d536d95b-dc8d-47de-bcf2-bf2a82ea795e. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18630660
title: Celtic Invasive Plants database

description: Alien Invasive Species (AIS) represent one of the principal threats to humanity due to their substantial ecological, social, and economic impacts. The international effort to harmonize national AIS checklists and databases is often hindered by the data fragmentation across platforms.

The Celtic Fringe, a biogeographically coherent unit within the European Atlantic Floristic Region, includes part of the Iberian Peninsula, France and the British Islands—is notable for its extensively documented flora. Here, we present the first unified AIS checklist and georeferenced occurrence database for the entire Celtic Fringe, mapped at a 10×10 km UTM grid resolution. Occurrence data were aggregated from public datasets, while the harmonized 271-taxa AIS checklist was developed through the integration of national and international sources.

The resulting database comprises 164974 occurrences, each enriched with taxonomic, floristic, and administrative metadata to enhance usability across multiple geographic and governance levels. This harmonized and standardised resource is designed to support AIS management strategies at local, national, and transnational scales, while facilitating conservation planning and advancing research on invasion dynamics.
DOI: 10.17632/86s4jzj2m4
title: RiceLeafDiseaseBD: A Field-Based Annotated Smartphone Image Dataset of Healthy and Diseased Rice Leaves from Bangladesh

description: RiceLeafDiseaseBD is a large-scale rice leaf disease dataset containing 9,769 high-resolution images (1024×1024 pixels) with 74,836 bounding box annotations. Images were captured using smartphones (CMF Phone 2 Pro and Google Pixel 5) from rice fields in Gazipur, Bangladesh, during the Summer 2025 growing season.

Dataset Contents:
6 classes: Healthy, Blast, Brown Spot, Leaf Smut, Rice Tungro, Sheath Blight
Original images organized by class folders
YOLO format annotation files for object detection
CSV metadata file (image IDs, original size, resize size)

Key Features:
Field-based collection with natural backgrounds
Focus on BRRI dhan28 and BRRI dhan29 varieties
Expert-validated annotations by plant pathologists, farmers
Compatible with TensorFlow, PyTorch, YOLOv5/v8

For detailed information, see the README file included in the dataset.
DOI: 10.25549/rbm-c58-3971
title: Horse Zoo walking, saddled with rider

description: Horse Zoo walking, saddled with rider. This is plate 666, captioned "'Zoo' walking, saddled; a girl riding" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.17632/86s4jzj2m4.1
title: RiceLeafDiseaseBD: A Field-Based Annotated Smartphone Image Dataset of Healthy and Diseased Rice Leaves from Bangladesh

description: RiceLeafDiseaseBD is a large-scale rice leaf disease dataset containing 9,769 high-resolution images (1024×1024 pixels) with 74,836 bounding box annotations. Images were captured using smartphones (CMF Phone 2 Pro and Google Pixel 5) from rice fields in Gazipur, Bangladesh, during the Summer 2025 growing season.

Dataset Contents:
6 classes: Healthy, Blast, Brown Spot, Leaf Smut, Rice Tungro, Sheath Blight
Original images organized by class folders
YOLO format annotation files for object detection
CSV metadata file (image IDs, original size, resize size)

Key Features:
Field-based collection with natural backgrounds
Focus on BRRI dhan28 and BRRI dhan29 varieties
Expert-validated annotations by plant pathologists, farmers
Compatible with TensorFlow, PyTorch, YOLOv5/v8

For detailed information, see the README file included in the dataset.
DOI: 10.25549/rbm-c58-3984
title: Horse Zoo walking, saddled with rider

description: Horse Zoo walking, saddled with rider. This is plate 666, captioned "'Zoo' walking, saddled; a girl riding" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.17871899
title: Celtic Invasive Plants database

description: Alien Invasive Species (AIS) represent one of the principal threats to humanity due to their substantial ecological, social, and economic impacts. The international effort to harmonize national AIS checklists and databases is often hindered by the data fragmentation across platforms.

The Celtic Fringe, a biogeographically coherent unit within the European Atlantic Floristic Region, includes part of the Iberian Peninsula, France and the British Islands—is notable for its extensively documented flora. Here, we present the first unified AIS checklist and georeferenced occurrence database for the entire Celtic Fringe, mapped at a 10×10 km UTM grid resolution. Occurrence data were aggregated from public datasets, while the harmonized 271-taxa AIS checklist was developed through the integration of national and international sources.

The resulting database comprises 164974 occurrences, each enriched with taxonomic, floristic, and administrative metadata to enhance usability across multiple geographic and governance levels. This harmonized and standardised resource is designed to support AIS management strategies at local, national, and transnational scales, while facilitating conservation planning and advancing research on invasion dynamics.
DOI: 10.5281/zenodo.18128472
title: Linked collectors and determiners for: The occurrences of the Scientific Bulletin of Natural Sciences (Biological Sciences).

description: Natural history specimen data linked to collectors and determiners held within, "The occurrences of the Scientific Bulletin of Natural Sciences (Biological Sciences)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/f3fc1331-13e8-4d08-a629-79115ecd0ff9 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/f3fc1331-13e8-4d08-a629-79115ecd0ff9. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18698300
title: Linked collectors and determiners for: The occurrences of the Scientific Bulletin of Natural Sciences (Biological Sciences).

description: Natural history specimen data linked to collectors and determiners held within, "The occurrences of the Scientific Bulletin of Natural Sciences (Biological Sciences)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/f3fc1331-13e8-4d08-a629-79115ecd0ff9 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/f3fc1331-13e8-4d08-a629-79115ecd0ff9. Formatted as a Frictionless Data package.
DOI: 10.17632/ztxh2t5nrj
title: Evolution, Challenges, and Perspectives of ESG Investment in Emerging Markets: A Systematic Literature Review

description: This study examines the evolution and challenges of sustainable investing in emerging markets, focusing on the integration of sustainability, sociality, and governance (ESG) principles. Through a systematic review of the literature in Scopus and Web of Science. The aim is to provide a comprehensive view on the effectiveness of sustainable investments and inclusive and environmentally responsible economic development in emerging markets.
DOI: 10.25549/rbm-c58-3985
title: Horse Zoo walking, saddled with rider

description: Horse Zoo walking, saddled with rider. This is plate 666, captioned "'Zoo' walking, saddled; a girl riding" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.17632/ztxh2t5nrj.1
title: Evolution, Challenges, and Perspectives of ESG Investment in Emerging Markets: A Systematic Literature Review

description: This study examines the evolution and challenges of sustainable investing in emerging markets, focusing on the integration of sustainability, sociality, and governance (ESG) principles. Through a systematic review of the literature in Scopus and Web of Science. The aim is to provide a comprehensive view on the effectiveness of sustainable investments and inclusive and environmentally responsible economic development in emerging markets.
DOI: 10.25549/rbm-c58-5240
title: Dog Smith trotting

description: Dog Smith trotting. This is plate 706, captioned "'Smith' trotting" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-5259
title: Dog Dread galloping

description: Dog Dread galloping. This is plate 707, captioned "'Dread' galloping" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.18128474
title: Linked collectors and determiners for: New genera and species of tortricid moths from Chile and Argentina (Lepidoptera: Tortricidae).

description: Natural history specimen data linked to collectors and determiners held within, "New genera and species of tortricid moths from Chile and Argentina (Lepidoptera: Tortricidae)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/f42c11a5-26e6-4d67-a017-2c9f2801ae17 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/f42c11a5-26e6-4d67-a017-2c9f2801ae17. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-5261
title: Dog Dread galloping

description: Dog Dread galloping. This is plate 707, captioned "'Dread' galloping" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.18698301
title: Linked collectors and determiners for: New genera and species of tortricid moths from Chile and Argentina (Lepidoptera: Tortricidae).

description: Natural history specimen data linked to collectors and determiners held within, "New genera and species of tortricid moths from Chile and Argentina (Lepidoptera: Tortricidae)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/f42c11a5-26e6-4d67-a017-2c9f2801ae17 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/f42c11a5-26e6-4d67-a017-2c9f2801ae17. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-5271
title: Dog Dread galloping

description: Dog Dread galloping. This is plate 707, captioned "'Dread' galloping" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.5281/zenodo.18128476
title: Linked collectors and determiners for: KRSU Herbarium: collections of vascular plants.

description: Natural history specimen data linked to collectors and determiners held within, "KRSU Herbarium: collections of vascular plants". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/f9510502-780b-40e6-ad80-f09c5c6e638c using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/f9510502-780b-40e6-ad80-f09c5c6e638c. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18698302
title: Linked collectors and determiners for: KRSU Herbarium: collections of vascular plants.

description: Natural history specimen data linked to collectors and determiners held within, "KRSU Herbarium: collections of vascular plants". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/f9510502-780b-40e6-ad80-f09c5c6e638c using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/f9510502-780b-40e6-ad80-f09c5c6e638c. Formatted as a Frictionless Data package.
DOI: 10.15468/dl.bk7qzb
title: Occurrence Download

description: A dataset containing 38694 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Dipturus",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 38694 records from 221 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029444-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n52fj4
title: Occurrence Download

description: A dataset containing 237 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhithrogena carpatoalpina"
 ]
}

 The dataset includes 237 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029447-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/55xfppx47b
title: Raw data for all figures in the manuscript by Hammett to be published by Geochimica et Cosmochimica Acta as " Evaluating the Role of Gas-Melt Oxygen-Isotope Exchange During Crystallisation of Igneous CAIs from CV Carbonaceous Chondrites".

description: Raw data for all figures in the manuscript by Hammett to be published by Geochimica et Cosmochimica Acta as " Evaluating the Role of Gas-Melt Oxygen-Isotope Exchange During Crystallisation of Igneous CAIs from CV Carbonaceous Chondrites".
DOI: 10.17632/55xfppx47b.1
title: Raw data for all figures in the manuscript by Hammett to be published by Geochimica et Cosmochimica Acta as " Evaluating the Role of Gas-Melt Oxygen-Isotope Exchange During Crystallisation of Igneous CAIs from CV Carbonaceous Chondrites".

description: Raw data for all figures in the manuscript by Hammett to be published by Geochimica et Cosmochimica Acta as " Evaluating the Role of Gas-Melt Oxygen-Isotope Exchange During Crystallisation of Igneous CAIs from CV Carbonaceous Chondrites".
DOI: 10.5281/zenodo.18698305
title: Linked collectors and determiners for: Studies on Crambidae V: Chalcibotys, a new genus of Spilomelinae from Africa (Lepidoptera: Pyraloidea: Crambidae: Spilomelinae).

description: Natural history specimen data linked to collectors and determiners held within, "Studies on Crambidae V: Chalcibotys, a new genus of Spilomelinae from Africa (Lepidoptera: Pyraloidea: Crambidae: Spilomelinae)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/fa167ffb-0617-4911-8086-11e08faf4ad1 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/fa167ffb-0617-4911-8086-11e08faf4ad1. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18128480
title: Linked collectors and determiners for: Studies on Crambidae V: Chalcibotys, a new genus of Spilomelinae from Africa (Lepidoptera: Pyraloidea: Crambidae: Spilomelinae).

description: Natural history specimen data linked to collectors and determiners held within, "Studies on Crambidae V: Chalcibotys, a new genus of Spilomelinae from Africa (Lepidoptera: Pyraloidea: Crambidae: Spilomelinae)". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/fa167ffb-0617-4911-8086-11e08faf4ad1 using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/fa167ffb-0617-4911-8086-11e08faf4ad1. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18128483
title: Linked collectors and determiners for: Catalogue of the types of Diptera, Hemiptera, Hymenoptera, Odonata, and Strepsiptera in the IEXA Entomological Collection at Instituto de Ecología, A. C.

description: Natural history specimen data linked to collectors and determiners held within, "Catalogue of the types of Diptera, Hemiptera, Hymenoptera, Odonata, and Strepsiptera in the IEXA Entomological Collection at Instituto de Ecología, A. C". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/022d06b1-5c41-4aa8-b7c0-f1fdef77343a using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/022d06b1-5c41-4aa8-b7c0-f1fdef77343a. Formatted as a Frictionless Data package.
DOI: 10.5281/zenodo.18698306
title: Linked collectors and determiners for: Catalogue of the types of Diptera, Hemiptera, Hymenoptera, Odonata, and Strepsiptera in the IEXA Entomological Collection at Instituto de Ecología, A. C.

description: Natural history specimen data linked to collectors and determiners held within, "Catalogue of the types of Diptera, Hemiptera, Hymenoptera, Odonata, and Strepsiptera in the IEXA Entomological Collection at Instituto de Ecología, A. C". Claims or attributions were made on Bionomia by volunteer Scribes, https://bionomia.net/dataset/022d06b1-5c41-4aa8-b7c0-f1fdef77343a using specimen data from the dataset aggregated by the Global Biodiversity Information Facility, https://gbif.org/dataset/022d06b1-5c41-4aa8-b7c0-f1fdef77343a. Formatted as a Frictionless Data package.
DOI: 10.25549/rbm-c58-5274
title: Dog Ike galloping

description: Dog Ike galloping This is plate 708, captioned "'Ike' galloping" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-7530
title: Cockatoo flying

description: Cockatoo flying. This is plate 759, captioned "Cockatoo flying" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.
DOI: 10.25549/rbm-c58-7531
title: Cockatoo flying

description: Cockatoo flying. This is plate 759, captioned "Cockatoo flying" from Eadweard Muybridge. Animal locomotion: an electro-photographic investigation of consecutive phases of animal movements. 1872-1885 / published under the auspices of the University of Pennsylvania. Plates. The plates printed by the Photo-Gravure Company. Philadelphia, 1887.