cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.kh6s4m
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Isurus spallanzani Rafinesque, 1810"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0409583-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rafqi3
title: Occurrence Download

description: A dataset containing 1797 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "TaxonKey is Byrsonima crassifolia (L.) Kunth",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1797 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009775-181108115102211/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vfqexg
title: Occurrence Download

description: A dataset containing 309 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Odontostilbe splendida Bührnheim & Malabarba, 2007",
 "Year 1971-2021"
 ]
}

 The dataset includes 309 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0295712-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pph5be
title: Occurrence Download

description: A dataset containing 116 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cladosporium halotolerans Zalar, de Hoog & Gunde-Cim."
 ]
}

 The dataset includes 116 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046565-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v44sjk
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lecanora epanora (Ach.) Ach.",
 "MediaType is Image",
 "BasisOfRecord is Human Observation"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001411-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q6pm2w
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Pakistan",
 "TaxonKey is Neophron percnopterus (Linnaeus, 1758)"
 ]
}

 The dataset includes 93 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051173-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cvsqht
title: Occurrence Download

description: A dataset containing 1350 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-76.77 0.55,-76.64 0.55,-76.64 0.64,-76.77 0.64,-76.77 0.55))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1350 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051175-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gbsgxy
title: Occurrence Download

description: A dataset containing 1581 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lycorma delicatula (White, 1845)"
 ]
}

 The dataset includes 1581 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010588-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vmd8z5
title: Occurrence Download

description: A dataset containing 3072331 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gaviiformes"
 ]
}

 The dataset includes 3072331 records from 448 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0218955-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0arqqt
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Chile",
 "TaxonKey is Baccharis tola Phil."
 ]
}

 The dataset includes 35 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009777-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f9a39z
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Rhodiola atuntsuensis (Praeger) S.H.Fu",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 38 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0321182-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/cgwnxmdp3b
title: Multi-Source Dental X-Ray Dataset Using Image-to-Image Transformation

description: The Teeth View X-ray Image Dataset is a collection of dental X-ray images gathered from different dental clinics. It is designed for machine learning tasks such as object detection. The dataset is organized into one main folder: the object detection dataset. The object detection folder contains 1,674 augmented images with corresponding labels in JSON format. By applying a diffusion model image to image, we have generated additional X-ray images of teeth scans to enhance the Teeth View X-ray Image Dataset to be deeper, more diverse, and beneficial for model tuning. The synthetic image contains various anatomy, density, and acquiring conditions of the tooth and thereby enhances the model's robustness for unusual dental conditions. The increased size of the dataset works to counterbalance class imbalance by having more examples of the under-represented classes and reducing model bias. Also, diffusion models demonstrate high effectiveness in reproducing noise patterns, making training more robust; improving the clarity of images through denoising processes; and enabling highly precise segmentation mask predictions to facilitate efficient boundary detection. 

Variables:
BDC-BDR Teeth -208
Caries Teeth - 342
Fractured Teeth -52
Healthy Teeth - 893
Impacted Teeth - 348
Inflection Teeth - 92

Folder structure: 

Teeth view X-ray Image dataset
|
|---Objectect Detection 
 |
 |----image 
 |----Labels.

When using this dataset, please cite the following paper:

Rahman, R. B., Tanim, S. A., Alfaz, N., Shrestha, T. E., Miah, M. S. U., & Mridha, M. F. (2024). A comprehensive dental dataset of six classes for deep learning based object detection study. Data in Brief, 57, 110970.
DOI: 10.17632/cgwnxmdp3b.2
title: Multi-Source Dental X-Ray Dataset Using Image-to-Image Transformation

description: The Teeth View X-ray Image Dataset is a collection of dental X-ray images gathered from different dental clinics. It is designed for machine learning tasks such as object detection. The dataset is organized into one main folder: the object detection dataset. The object detection folder contains 1,674 augmented images with corresponding labels in JSON format. By applying a diffusion model image to image, we have generated additional X-ray images of teeth scans to enhance the Teeth View X-ray Image Dataset to be deeper, more diverse, and beneficial for model tuning. The synthetic image contains various anatomy, density, and acquiring conditions of the tooth and thereby enhances the model's robustness for unusual dental conditions. The increased size of the dataset works to counterbalance class imbalance by having more examples of the under-represented classes and reducing model bias. Also, diffusion models demonstrate high effectiveness in reproducing noise patterns, making training more robust; improving the clarity of images through denoising processes; and enabling highly precise segmentation mask predictions to facilitate efficient boundary detection. 

Variables:
BDC-BDR Teeth -208
Caries Teeth - 342
Fractured Teeth -52
Healthy Teeth - 893
Impacted Teeth - 348
Inflection Teeth - 92

Folder structure: 

Teeth view X-ray Image dataset
|
|---Objectect Detection 
 |
 |----image 
 |----Labels.

When using this dataset, please cite the following paper:

Rahman, R. B., Tanim, S. A., Alfaz, N., Shrestha, T. E., Miah, M. S. U., & Mridha, M. F. (2024). A comprehensive dental dataset of six classes for deep learning based object detection study. Data in Brief, 57, 110970.
DOI: 10.15468/dl.kt33e5
title: Occurrence Download

description: A dataset containing 374000 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erodium cicutarium"
 ]
}

 The dataset includes 374000 records from 2309 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0022783-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112043337
title: Cuneiform Tablet 1913.14.0146, Spurlock 1913.14.0146

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0146; CDLI P420527 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Pale Orange Yellow (10YR 8/3) ❧ [Physical Object Note:] 8.2x4.9 x 2.5 cm (110g)
DOI: 10.25549/inscriptifact-ouc112043307
title: Cuneiform Tablet 1913.14.0147, Spurlock 1913.14.0147

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0147; CDLI P420528 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Pale Orange Yellow (10YR 8/2.5) ❧ [Physical Object Note:] 6.6 x 4.7 x 2.6 cm (93g) ❧ [Physical Object Note:] Seal impressions
DOI: 10.15468/dl.jgrp7y
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Eumeces indothalensis Khan & Khan, 1997"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0279026-210914110416597/datasets/export for details.
DOI: 10.25549/inscriptifact-ouc112043308
title: Cuneiform Tablet 1913.14.0146, Spurlock 1913.14.0146

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0146; CDLI P420527 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Pale Orange Yellow (10YR 8/3) ❧ [Physical Object Note:] 8.2x4.9 x 2.5 cm (110g)
DOI: 10.15468/dl.488kxb
title: Occurrence Download

description: A dataset containing 3178 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-86.1407650000000018 39.8736950999999991, -86.1407650000000018 39.8797421200000031, -86.1407650000000018 39.8838994500000013, -86.1407650000000018 39.8899464799999990, -86.1407650000000018 39.8967493800000028, -86.1407650000000018 39.9058199199999990, -86.1407650000000018 39.9114890000000031, -86.1358448600000060 39.9114890000000031, -86.1278960100000006 39.9114890000000031, -86.1207042000000058 39.9114890000000031, -86.1108627699999971 39.9114890000000031, -86.1029144999999971 39.9114890000000031, -86.1029144999999971 39.9024184599999998, -86.1029144999999971 39.8937258699999973, -86.1029144999999971 39.8895685399999991, -86.1029144999999971 39.8827656400000023, -86.1029144999999971 39.8736950999999991, -86.1104842499999990 39.8736950999999991, -86.1154049700000002 39.8736950999999991, -86.1222182700000047 39.8736950999999991, -86.1301671100000021 39.8736950999999991, -86.1407650000000018 39.8736950999999991))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1932",
 "BasisOfRecord is one of (Human Observation, Living Specimen, Observation, Specimen, Machine Observation)"
 ]
}

 The dataset includes 3178 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0089566-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f53w88
title: Occurrence Download

description: A dataset containing 1258319 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Proteales"
 ]
}

 The dataset includes 1258319 records from 1563 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015447-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g2h6uq
title: Occurrence Download

description: A dataset containing 16691 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Nyctyornis athertoni (Jardine & Selby, 1828))",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Machine Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 16691 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0301955-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112016702
title: Cuneiform Tablet 1913.14.0226, Spurlock 1913.14.0226

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0226; CDLI P420608 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Yellowish White (10YR 9/1.5) ❧ [Physical Object Note:] 3 x 2.8 x 1.8 cm (19g) ❧ [Physical Object Note:] Seal impressions
DOI: 10.15468/dl.wbgd8s
title: Occurrence Download

description: A dataset containing 4940 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is NX-Fanerogamas - Herbário Nova Xavantina"
 ]
}

 The dataset includes 4940 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0278994-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rw3j4v
title: Occurrence Download

description: A dataset containing 10455 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Prunus armeniaca L.",
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE"
 ]
}

 The dataset includes 10455 records from 204 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0376653-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17485176
title: Role of Emotional Appeal-Enabled Educational Marketing (EAEM) in the Digital Era: A Fuzzy TISM Approach for Enhancing Students' Engagement

description: Expert Opinion (Factor Selection): This file utilises experts' opinion to select the EAEM factors.

Expert Opinion (Fuzzy Analysis): This file utilises experts' opinion to analysis the dependency and interdependency among EAEM factors. Moreover, this data is used to analysis the FUZZY TISM and Fuzzy MICMAC.
DOI: 10.5281/zenodo.17485177
title: Role of Emotional Appeal-Enabled Educational Marketing (EAEM) in the Digital Era: A Fuzzy TISM Approach for Enhancing Students' Engagement

description: Expert Opinion (Factor Selection): This file utilises experts' opinion to select the EAEM factors.

Expert Opinion (Fuzzy Analysis): This file utilises experts' opinion to analysis the dependency and interdependency among EAEM factors. Moreover, this data is used to analysis the FUZZY TISM and Fuzzy MICMAC.
DOI: 10.15468/dl.94fr5e
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is Pelophylax lessonae",
 "Country is Sweden",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008381-251025141854904/datasets/export for details.
DOI: 10.15468/dl.cz46px
title: Occurrence Download

description: A dataset containing 212 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((2.2454 48.88856,2.25461 48.88856,2.25461 48.89517,2.2454 48.89517,2.2454 48.88856))",
 "PublishingOrg is 1928bdf0-f5d2-11dc-8c12-b8a03c50a862"
 ]
}

 The dataset includes 212 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008383-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qday8e
title: Occurrence Download

description: A dataset containing 42858 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Trimma nasa, Trimma naudei, Trimma nomurai, Trimma okinawae, Trimma papayum, Trimma preclarum, Trimma randalli, Trimma sheppardi, Trimma sostra, Trimma squamicana, Trimma stobbsi, Trimma tauroculum, Trimma taylori, Trimma tevegae, Trimma volcana, Trimma winchi, Trimma winterbottomi, Trimma woutsi, Trimma xanthochrum, Trimma yanagitai, Trimmatom macropodus, Trimmatom nanus, Trimmatom offucius, Trimmatom pharus, Trimmatom sagma, Trimmatom zapotes, Trinorfolkia incisa, Tripterygion delaisi, Tryssogobius colini, Tryssogobius longipes, Tryssogobius nigrolineatus, Tylosurus pacificus, Tyson belos, Ucla xenogrammus, Umbrina broussonnetii, Umbrina coroides, Umbrina galapagorum, Umbrina ronchus, Umbrina steindachneri, Ungusurculus komodoensis, Ungusurculus philippinensis, Ungusurculus riauensis, Ungusurculus sundaensis, Ungusurculus williamsi, Upeneichthys lineatus, Upeneus francisi, Upeneus moluccensis, Upeneus parvus, Upeneus tragula, Upeneus vittatus, Uranoscopus sulphureus, Uraspis helvola, Uraspis uraspis, Urophycis earllii, Uropterygius concolor, Uropterygius fasciolatus, Uropterygius fuscoguttatus, Uropterygius genie, Uropterygius golanii, Uropterygius inornatus, Uropterygius kamar, Uropterygius macrocephalus, Uropterygius macularius, Uropterygius marmoratus, Uropterygius micropterus, Uropterygius nagoensis, Uropterygius oligospondylus, Uropterygius polyspilus, Uropterygius polystictus, Uropterygius supraforatus, Uropterygius versutus, Uropterygius xanthopterus, Uropterygius xenodontus, Valenciennea alleni, Valenciennea bella, Valenciennea decora, Valenciennea helsdingenii, Valenciennea immaculata, Valenciennea limicola, Valenciennea longipinnis, Valenciennea muralis, Valenciennea parva, Valenciennea persica, Valenciennea puellaris, Valenciennea randalli, Valenciennea sexguttata, Valenciennea strigata, Valenciennea wardii, Vanacampus margaritifer, Vanderhorstia ambanoro, Vanderhorstia attenuata, Vanderhorstia auronotata, Vanderhorstia bella, Vanderhorstia belloides, Vanderhorstia delagoae, Vanderhorstia dorsomacula, Vanderhorstia flavilineata, Vanderhorstia hiramatsui, Vanderhorstia longimanus, Vanderhorstia mertensi)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 42858 records from 339 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008229-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vjqs6r
title: Occurrence Download

description: A dataset containing 73908 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Umbilicaria",
 "Year 1970-2025"
 ]
}

 The dataset includes 73908 records from 397 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008142-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.26047831
title: Molecular phylogeny of old-world Dryopoidea beetles (Coleoptera: Polyphaga: Elateriformia) based on ultraconserved elements of DNA sequence data from Japanese taxa

description: The superfamily Dryopoidea is a diverse group of beetles with a mixture of aquatic, semiaquatic, and terrestrial life histories. These beetles exhibit remarkable morphological diversity, particularly in the larval stages, which is likely associated with their repeated adaptation to aquatic habitats. The phylogenetic relationships among Dryopoidea families and subfamilies are controversial, as phylogenetic analyses based on morphology have failed to propose robust and consistent hypotheses. However, recent molecular phylogenetic studies have provided better resolution for the interfamilial relationships and suggested the non-monophyly of a few families. In this study, we conducted phylogenetic analyses of Dryopoidea obtained in Japan along with other groups in the Elateriformia (Byrrhoidea, Dascilloidea, Buprestoidea, and Elateroidea) using sequence data from ultraconserved elements (UCEs) with the maximum-likelihood (ML) method and species-tree analysis based on a multispecies coalescent model. Our results show that Dryopoidea is a monophyletic group, not sister to Byrrhoidea. In Dryopoidea, Dryopidae is sister to all other groups, and Psephenidae and Ptilodactylidae are not monophyletic groups. In Psephenidae, Eubrianacinae has clearly diverged from the other subfamilies (Psepheninae, Psephenoidinae, and Eubriinae) and is closely related to Callirhipidae; in Ptilodactylidae, Cladotominae is related to Psephenidae (except Eubrianacinae) + Chelonariidae and separated from the other Ptilodactylidae subfamilies (Anchytarsinae and Ptilodactylinae). Although ML analyses indicated paraphyly of subfamilies in Limnichidae and Psephenidae (except Eubrianacinae), this was resolved in species tree analysis. Our results show that Eubrianacinae and Cladotominae are clearly distinct groups with different origins from other subfamilies of the respective families, and can be separated as independent families.