cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/5yz78xxpmy.1
title: BEEHIVE: a public dataset of Apis mellifera images to empower honeybee monitoring research

description: The BEEHIVE dataset has been created for Precision Agriculture, Measurement Science, and Entomology research specifically dealing with Apis mellifera (common honeybee) image analysis. The contents of the dataset include data acquired from two cameras located at different observation points: the "Frame" dataset, acquired with a camera placed inside a frame of the beehive and depicting very close-range images of the bees (potentially a few with Varroa destructor mites on their backs), and the "Bottom" dataset, acquired with a camera positioned at the bottom of the beehive. In this case, a metallic grid partially occludes the view.

The two datasets are already subdivided into training, validation, and test sub-datasets following a 70%-20%-10% splitting protocol. The "Frame" dataset includes 1.440 training images, 411 validation images, and 206 test images. The "Bottom" dataset includes 1044 training images, 303 validation images, and 147 test images. Each dataset includes annotations obtained in RoboFlow for the task of object detection, considering two classes: "bee" and "blurred_bee" for the "Frame" dataset, "bee" and "occluded_bee" for the "Bottom" dataset.

The data is valuable for the field of Precision Agriculture, Entomology, Measurement Science, and Computer Vision, especially for the tasks of bees' monitoring, counting, and detection of potential parasites by training image-based Deep Learning models. It is also useful as a reference dataset for benchmarking models.

If you use this dataset for your work, please cite the related papers:
- https://doi.org/10.3390/s24165270
DOI: 10.17632/t3tpxfjz9k.1
title: Forecast-based real time control of stormwater retention basin validation experiment data

description: Forecast-based real time control of stormwater retention basin validation experiment data set as described in companion publication.
DOI: 10.17632/jzntf537tz.1
title: DISCOURSE ANALYSIS AS A RESEARCH METHOD IN THE SOCIAL SCIENCES

description: Discourse analysis is a very broad research methodology that offers the field of psychological research opportunities to approach subjectivity as an object of study in psychology.

There is not one model of discourse analysis, but many; in this talk, two of these analysis models were presented: Critical Discourse Analysis (CDA) and Dialogic Discourse Analysis (DDA)
DOI: 10.17632/xd8ktyfhvj.1
title: Interview summary for the collection of the artifact's requirements and evaluation of the artifact

description: Entails data on the interviews that were used to identify requirements for creating a blockchain-based artifact facilitating green hydrogen certification procedures (Appendix A) and the subsequent evaluation of the artifact (Appendix B).
DOI: 10.17632/xd8ktyfhvj.2
title: Interview summary for the collection of the artifact's requirements and evaluation of the artifact

description: Entails the related work for the research article and data on the interviews that were used to identify requirements for creating a blockchain-based artifact facilitating green hydrogen certification procedures (Appendix A) and the subsequent evaluation of the artifact (Appendix B).
DOI: 10.17632/v852x89czs.1
title: THEORY OF MIND (ToM)

description: Theory of mind is the ability to understand and infer the mental, intentional and emotional states of other people; it is being aware that there are points of view different from one's own.

Developing ToM is important to anticipate both the intentions and reactions of other people - "reading others" - and the ones that our behavior could have on others - "how others read me" -.

This thinking ability develops between four and five years of age.
DOI: 10.17632/38bw3w3zk4.1
title: BRIEF HISTORICAL DEVELOPMENT OF AUTISM

description: Since its appearance in the field of developmental disorders, autism has gone through different stages and classification criteria; from being considered a type of childhood schizophrenia, to blurring the boundaries between the different types of autism to fit them into a whole spectrum, the Autism Spectrum Disorder (ASD).

Class notes on the development of autism from Bleuler to the latest classification according to the DSM V are presented.
DOI: 10.15468/dl.a9c8th
title: Occurrence Download

description: A dataset containing 305 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Monechma spartioides (T.Anderson) C.B.Clarke"
 ]
}

 The dataset includes 305 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023509-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/jymcs98b7r.1
title: DISMANTLING SHIPS TO REVITALIZE CORAL REEFS WITH ARTIFICIAL REEFS

description: Resumo: Australia's Great Barrier Reef is an immense swath of coral made up of about 2,900 reefs, 600 mainland islands, and 300 coral atolls. It stretches for 2,200 kilometers, ranging in width from 30 km to 740 km. This natural wonder is visible from space and is the largest structure in the world made solely by living organisms. The corals that form this barrier are essential for marine biodiversity and were elected as a World Heritage Site in 1981. However, the Great Barrier Reef faces serious challenges, including bleaching caused by rising temperatures and the impacts of climate change. One strategy for revitalizing reefs is the use of sunken old ships to create artificial reefs. This approach not only conserves the marine environment, but also promotes scientific research and the production of bioproducts. Artificial ship reefs provide substrates for the marine community and simulate envi- ronments similar to natural reefs, contributing to the protection and revitalization of this important barrier reef. It is essential to develop strategies to preserve the oceans and mitigate the impacts of human activities, ensuring the survival of this ecosystem and protecting it as a treasure.
Keywords: Revitalization of Australia's Barrier Reef, Artificial Ship Reefs, Bioproducts.
DOI: 10.17632/z8w3k2vjmj.1
title: FAMILY AND AUTISM SPECTRUM DISORDER

description: Families of people with autism experience greater difficulties than neurotypical families. Class notes on families of people with autism are presented and needs are identified with proposals for intervention.
DOI: 10.15468/dl.3ecm9a
title: Occurrence Download

description: A dataset containing 23596 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "TaxonKey is Dactylis glomerata L."
 ]
}

 The dataset includes 23596 records from 246 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0023508-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7cnuty
title: Occurrence Download

description: A dataset containing 294 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dyschoriste humistrata (Michx.) Kuntze"
 ]
}

 The dataset includes 294 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039558-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mhf7yt
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Gryllus assimilis (Fabricius, 1775)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035076-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-70722
title: Redemption tidings, vol. 51, nos. 1-52, 2 Jan. - 25 Dec. 1975

description: [description english/roman)] Issued weekly.
DOI: 10.15468/dl.agpk3n
title: Occurrence Download

description: A dataset containing 335 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Hong Kong, Chinese Taipei)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cibotium barometz (L.) J.Sm."
 ]
}

 The dataset includes 335 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0100880-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-70770
title: Redemption tidings, vol. 51, nos. 1-52, 2 Jan. - 25 Dec. 1975

description: [description english/roman)] Issued weekly.
DOI: 10.15468/dl.8w6774
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phaeoclavulina quercus-ilicis (Schild) Giachini"
 ]
}

 The dataset includes 24 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0039559-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.94vh5c
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-1.81267 34.7759,7.61898 36.50424,8.6517 36.9583,6.35922 37.54424,-2.55974 36.06504,-2.20818 35.15691,-1.81267 34.7759))",
 "HasCoordinate is true",
 "TaxonKey is Porifera",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 43 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0048416-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-72531
title: Redemption tidings, vol. 52, nos. 1-52, 1 Jan. - 23 Dec. 1976

description: [description english/roman)] Issued weekly. "The vital voice of pentecost today" -- subtitle.
DOI: 10.15468/dl.f9hzxr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Geospiza heliobates",
 "BasisOfRecord is one of (Machine Observation, Human Observation)",
 "Year 2011-2021",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Specimen, Material citation, Material sample)"
 ]
 }
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072484-230530130749713/datasets/export for details.
DOI: 10.15468/dl.a6qhun
title: Occurrence Download

description: A dataset containing 36303 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Taxon occurrence data for the FungalRoot database"
 ]
}

 The dataset includes 36303 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035084-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wgszn4
title: Occurrence Download

description: A dataset containing 137 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-2200.0",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Juniperus angosturana R.P.Adams"
 ]
}

 The dataset includes 137 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0107757-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-71086
title: Redemption tidings, vol. 50, nos. 1-52, 3 Jan. - 26 Dec. 1974

description: [description english/roman)] Issued weekly.
DOI: 10.15468/dl.etqng4
title: Occurrence Download

description: A dataset containing 2687 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Ophraella communa LeSage, 1986)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2687 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025646-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nk5326
title: Occurrence Download

description: A dataset containing 207 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Octotoma scabripennis Guérin-Méneville, 1844)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 207 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025648-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bvkzev
title: Occurrence Download

description: A dataset containing 18934 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cliona celata Grant, 1826)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 18934 records from 145 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025647-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f357tr
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is one of (Caldisphaera lagunensis Itoh et al., 2003)",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025649-240506114902167/datasets/export for details.
DOI: 10.15468/dl.z5dxzr
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Octotoma championi Baly, 1886)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 31 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025650-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.bgz8awoq
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (18 records)
DOI: 10.15468/dl.b9zve9
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cliona flavifodina Rützler, 1974)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 29 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025651-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fkyty6
title: Occurrence Download

description: A dataset containing 95 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Monoxia obesula Blake, 1939)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 95 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025652-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pzufxa
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cliona euryphylle Topsent, 1888)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 35 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025653-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.seqp9y
title: Occurrence Download

description: A dataset containing 88 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Theretra alecto Linnaeus, 1758, Theretra boisduvalii Bugnion, 1839, Theretra clotho Drury, 1773, Theretra japonica Boisduval, 1869, Theretra latreillii MacLeay, Theretra nessus Drury, 1773, Theretra oldenlandiae Fabricius, 1775, Theretra pallicosta Walker, 1856, Theretra rhesus Boisduval, Theretra silhetensis Walker, 1856, Theretra suffusa Walker, 1856)",
 "BasisOfRecord is one of (Specimen, Human Observation, Observation, Living Specimen, Machine Observation, Literature Occurrence)",
 "Geometry POLYGON((118 27,123 27,123 31.25,118 31.25,118 27))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 88 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025654-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mgazbt
title: Occurrence Download

description: A dataset containing 513 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Demotina modesta Baly, 1874)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 513 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025655-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ueuzxd
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cliona amplicavata Rützler, 1974)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 37 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025656-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xtmkm3
title: Occurrence Download

description: A dataset containing 1783 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Buprestis aurulenta Linnaeus, 1767)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1783 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025657-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rdfe24
title: Occurrence Download

description: A dataset containing 481 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Calloria inconspicua (Sowerby, 1846))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 481 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025658-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.0rflm3i1
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (351 records)
DOI: 10.15468/dl.z7y3vj
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Maladera insanabilis (Brenske, 1894))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 54 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025660-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k965zy
title: Occurrence Download

description: A dataset containing 6732 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Metridium senile (Linnaeus, 1761))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6732 records from 118 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025661-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2gjtvb
title: Occurrence Download

description: A dataset containing 2126 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Physcia biziana (A.Massal.) Zahlbr."
 ]
}

 The dataset includes 2126 records from 101 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025663-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wwtx5f
title: Occurrence Download

description: A dataset containing 1283 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Maladera formosae (Brenske, 1898))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1283 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025664-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5519/qd.ou8693r9
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (351 records)
DOI: 10.15468/dl.spz3az
title: Occurrence Download

description: A dataset containing 8118 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cereus pedunculatus (Pennant, 1777))",
 "HasCoordinate is true"
 ]
}

 The dataset includes 8118 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025666-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t29wu4
title: Occurrence Download

description: A dataset containing 2680 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Phyllotocus macleayi Fischer von Waldheim, 1823)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2680 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025667-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b4huk9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is one of (Carex hirta Oeder)",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 }
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025669-240506114902167/datasets/export for details.