cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5517/cc1272q3
title: CCDC 989914: Experimental Crystal Structure Determination

description: Related Article: Eun-Young Cho, Ja-Min Gu, In-Hwan Choi, Wan-Seok Kim, Yong-Kyung Hwang, Seong Huh, Sung-Jin Kim, Youngmee Kim|2014|Cryst.Growth Des.|14|5026|doi:10.1021/cg5005837
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc133z4b
title: CCDC 1016711: Experimental Crystal Structure Determination

description: Related Article: Barbara Modec, Elizabeta Tratar Pirc, Ksenija Cer Kerčmar, Peter Bukovec|2016|Inorg.Chim.Acta|443|15|doi:10.1016/j.ica.2015.12.014
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc133twx
title: CCDC 1016579: Experimental Crystal Structure Determination

description: Related Article: Di Wu, Yongxin Li, Rakesh Ganguly, Rei Kinjo|2014|Chem.Commun.|50|12378|doi:10.1039/C4CC05886K
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/cc133z5c
title: CCDC 1016712: Experimental Crystal Structure Determination

description: Related Article: Barbara Modec, Elizabeta Tratar Pirc, Ksenija Cer Kerčmar, Peter Bukovec|2016|Inorg.Chim.Acta|443|15|doi:10.1016/j.ica.2015.12.014
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.6z4euy
title: Occurrence Download

description: A dataset containing 753009 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is one of (Saponaria ocymoides, Anthemis sibthorpii, Angraecum pusillum, Thesium nigroperianthum, Thesium triflorum, Thesium pinifolium, Thesium pubescens, Thesium radicans, Thesium archeri, Reseda lancerotae, Pharnaceum ciliare, Caltha introloba, Chorizanthe obovata, Hesperis sylvestris, Anthemis aaronsohnii, Anthemis bourgaei, Anthemis brachycarpa, Oenothera speciosa, Thesium humile, Thesium glomeratum, Thesium linophyllon, Verticordia staminosa, Swainsona behriana, Abrus bottae, Conostephium pendulum, Diascia fragrans, Elacholoma hornii, Thesium diversifolium, Oenothera grisea, Stellaria flaccida, Stellaria angustifolia, Stellaria nemorum, Swainsona longipilosa, Swainsona phacoides, Chorizanthe turbinata, Cissus mexicana, Hovea longipes, Hovea purpurea, Grubbia rosmarinifolia, Gompholobium capitatum, Anthemis tubicina, Verticordia patens, Drimia monophylla, Thesium rhizomatum, Hesperis muglensis, Saponaria mesogitana, Melochia pyramidata, Thesium quinqueflorum, Reseda complicata, Pharnaceum fluviale, Pharnaceum rubens, Pharnaceum serpyllifolium, Verticordia dasystylis, Aegopodium podagraria, Arytera foveolata, Cercocarpus betuloides, Hesperis dinarica, Thesium karooicum, Podotheca pygmaea, Anthemis odontostephana, Anthemis pseudocotula, Bellevalia nivalis, Monanthes wildpretii, Swainsona tanamiensis, Diascia anastrepta, Thesium vlachorum, Mystacidium gracile, Drimia elata, Drimia hyacinthoides, Gilliesia monophylla, Leucospermum winteri, Microtis alba, Microtis graniticola, Thesium annulatum, Gompholobium pungens, Swainsona oligophylla, Gompholobium shuttleworthii, Echinocereus polyacanthus, Monanthes subrosulata, Saponaria jagelii, Chorizanthe commissuralis, Gompholobium foliolosum, Gompholobium marginatum, Anthemis leptophylla, Montanoa grandiflora, Heliopsis parviceps, Verticordia amphigia, Verticordia brachypoda, Verticordia centipeda, Verticordia pityrhops, Dracaena ajgal, Thesium corsalpinum, Thesium megalocarpum, Thesium pungens, Thesium aggregatum, Verticordia forrestii, Arytera divaricata, Chorizanthe procumbens, Cercocarpus breviflorus, Gorteria alienata)",
 "Year is greater than or equal to 1950"
 ]
}

 The dataset includes 753009 records from 1962 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0050958-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/dyw7zm5kjk.3
title: Goats Dataset for Segmentation Analysis and Body Size Measurement V2

description: This dataset offers multi-view 3D point clouds and standardized body measurement records of Jining Qing Goats across key growth stages, captured using Microsoft Kinect DK depth cameras, to support research in 3D reconstruction and automated livestock morphometric analysis.
DOI: 10.3535/617-xfv-fkc
title: Tilia cordata Mill.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/lkl-qbj-pjd
title: Elatine L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/xya-dps-n50
title: Elatine L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15156/bio/sh0011259.10fu
title: SH0011259.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.17632/mp5zn2r6rd
title: Animal Action Video Dataset with Heatmap and Silhouette Representations

description: This dataset presents a comprehensive collection of animal action videos covering 25 distinct animal classes. The videos were collected and organized to support research in animal action recognition and video-based computer vision tasks. From each raw video, silhouette representations were generated to capture motion and shape information, and class activation heatmaps were produced to enable explainable artificial intelligence (XAI) analysis. Heatmaps were generated using multiple convolutional neural network architectures, including EfficientNetB0, ResNet50, and MobileNetV2, to highlight discriminative regions contributing to model predictions. The dataset is systematically organized into raw video data, generated heatmaps, silhouette representations, and predefined training, validation, and test splits. This structure facilitates reproducible experimentation and fair evaluation. This dataset can be used for animal action recognition, video classification, explainable computer vision, and related machine learning research.
DOI: 10.3535/dqy-xp5-z71
title: Elatine L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/t4h-r97-rye
title: Epilobium hornemannii Rchb.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15156/bio/sh0011260.10fu
title: SH0011260.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.17632/mp5zn2r6rd.1
title: Animal Action Video Dataset with Heatmap and Silhouette Representations

description: This dataset presents a comprehensive collection of animal action videos covering 25 distinct animal classes. The videos were collected and organized to support research in animal action recognition and video-based computer vision tasks. From each raw video, silhouette representations were generated to capture motion and shape information, and class activation heatmaps were produced to enable explainable artificial intelligence (XAI) analysis. Heatmaps were generated using multiple convolutional neural network architectures, including EfficientNetB0, ResNet50, and MobileNetV2, to highlight discriminative regions contributing to model predictions. The dataset is systematically organized into raw video data, generated heatmaps, silhouette representations, and predefined training, validation, and test splits. This structure facilitates reproducible experimentation and fair evaluation. This dataset can be used for animal action recognition, video classification, explainable computer vision, and related machine learning research.
DOI: 10.3535/p9v-a1p-xn5
title: Elatine L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15156/bio/sh0011261.10fu
title: SH0011261.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.3535/v84-xj1-e2h
title: Tilia cordata Mill.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ywm-zkx-5ng
title: Epilobium palustre L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15156/bio/sh0011262.10fu
title: SH0011262.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.3535/24w-480-g83
title: Epilobium palustre L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qy5-at2-5sb
title: Hypericum maculatum Crantz

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15156/bio/sh0011263.10fu
title: SH0011263.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.3535/nws-qhm-dtt
title: Tilia cordata Mill.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/ras-c7h-sk7
title: Epilobium palustre L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15156/bio/sh0011264.10fu
title: SH0011264.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.3535/kcf-4w7-540
title: Tilia cordata Mill.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17632/4ccfy8hdkw.4
title: AsianVehicle: Image Dataset of Traditional Asian Vehicles for Computer Vision

description: The AsianVehicle dataset presents 4000 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 1000 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: 10.3535/e7y-wkf-czm
title: Hypericum maculatum Crantz

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/qbs-0pz-zd4
title: Hypericum maculatum Crantz

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15156/bio/sh0011265.10fu
title: SH0011265.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.3535/r69-2lx-wf7
title: Hypericum maculatum Crantz

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/wqw-kh5-8l9
title: Tilia cordata Mill.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.17632/543gt99m2f
title: Distributed Leadership Data

description: The data comprise of survey conducted relating to distributed leadership in educational institutions, both in Nigeria and South Africa
DOI: 10.3535/kbw-he0-fg2
title: Elatine L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15156/bio/sh0011266.10fu
title: SH0011266.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.3535/0cc-k7v-v9h
title: Epilobium palustre L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/5m9-hy4-nes
title: Elatine L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15156/bio/sh0011267.10fu
title: SH0011267.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.17632/543gt99m2f.1
title: Distributed Leadership Data

description: The data comprise of survey conducted relating to distributed leadership in educational institutions, both in Nigeria and South Africa
DOI: 10.3535/hg0-cqq-pct
title: Epilobium palustre L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.15156/bio/sh0011268.10fu
title: SH0011268.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.3535/8ef-d1y-6e9
title: Elatine L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/zqy-6qn-252
title: Epilobium palustre L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.