cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.13734474
title: Data of the publication Rare Earth‐Diamond Hybrid Structures for Optical Quantum Technologies

description: Data of the publication published under the reference: I.G. Balașa et al., Advanced Optical Materials, 2401487 (2024).
DOI: 10.5281/zenodo.13734475
title: Data of the publication Rare Earth‐Diamond Hybrid Structures for Optical Quantum Technologies

description: Data of the publication published under the reference: I.G. Balașa et al., Advanced Optical Materials, 2401487 (2024).
DOI: 10.5281/zenodo.13743183
title: EcoAdvDepression Pre-Intervention Tracked, Metrics, and Clean Tracked Centres
title: Investigating Context-Specific Advantages of Depression-like behaviour in Wild-type Zebrafish (Danio rerio)

description: Tracked files include the raw frame-by-frame predictions of the YOLOv8 Model over the Resized video files for 26 fish across 52 trials stored as CSV files. Clean Tracked Centres include the cleaned predictions consisting of the centres of the predicted bounding boxes, additionally accounting for incorrect predictions for 26 fish across 52 trials stored as CSV files. Metrics consist of the analysed inferences of all the clean tracked centres producing various movement and social interaction parameters in a single CSV file. Data for the pre-intervention stage.
DOI: 10.5281/zenodo.13743184
title: EcoAdvDepression Pre-Intervention Tracked, Metrics, and Clean Tracked Centres
title: Investigating Context-Specific Advantages of Depression-like behaviour in Wild-type Zebrafish (Danio rerio)

description: Tracked files include the raw frame-by-frame predictions of the YOLOv8 Model over the Resized video files for 26 fish across 52 trials stored as CSV files. Clean Tracked Centres include the cleaned predictions consisting of the centres of the predicted bounding boxes, additionally accounting for incorrect predictions for 26 fish across 52 trials stored as CSV files. Metrics consist of the analysed inferences of all the clean tracked centres producing various movement and social interaction parameters in a single CSV file. Data for the pre-intervention stage.
DOI: 10.15468/dl.4xtyhs
title: Occurrence Download

description: A dataset containing 18132 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Physalis peruviana L."
 ]
}

 The dataset includes 18132 records from 454 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014430-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.23729/ccb5f835-da1b-4cd2-a3f6-80727c0e73bf
title: Sustainable Urban Mining of Silver Using Common and Recyclable Fatty Acids

description: The xyz-coordinates for the largest water and linoleic acid structures and a spreadsheet used to calculate the solvation free energies for all metal ions in these clusters.
DOI: 10.6084/m9.figshare.27013384
title: 基于泛化理论的一般信任量表研究

description: 本研究的主要目的是通过对一般信任量表进行一般信任量表的理论分析来确认不同项目的稳定性，并区分一般信任量表是衡量特质还是国家信任
DOI: 10.6084/m9.figshare.27013384.v1
title: 基于泛化理论的一般信任量表研究

description: 本研究的主要目的是通过对一般信任量表进行一般信任量表的理论分析来确认不同项目的稳定性，并区分一般信任量表是衡量特质还是国家信任
DOI: 10.5281/zenodo.13743210
title: EcoAdvDepression Post-Intervention Tracked, Metrics, and Clean Tracked Centres
title: Investigating Context-Specific Advantages of Depression-like behaviour in Wild-type Zebrafish (Danio rerio)

description: Tracked files include the raw frame-by-frame predictions of the YOLOv8 Model over the Resized video files for 26 fish across 52 trials stored as CSV files. Clean Tracked Centres include the cleaned predictions consisting of the centres of the predicted bounding boxes, additionally accounting for incorrect predictions for 26 fish across 52 trials stored as CSV files. Metrics consist of the analysed inferences of all the clean tracked centres producing various movement and social interaction parameters in a single CSV file. Data for the post-intervention stage.
DOI: 10.5281/zenodo.13743209
title: EcoAdvDepression Post-Intervention Tracked, Metrics, and Clean Tracked Centres
title: Investigating Context-Specific Advantages of Depression-like behaviour in Wild-type Zebrafish (Danio rerio)

description: Tracked files include the raw frame-by-frame predictions of the YOLOv8 Model over the Resized video files for 26 fish across 52 trials stored as CSV files. Clean Tracked Centres include the cleaned predictions consisting of the centres of the predicted bounding boxes, additionally accounting for incorrect predictions for 26 fish across 52 trials stored as CSV files. Metrics consist of the analysed inferences of all the clean tracked centres producing various movement and social interaction parameters in a single CSV file. Data for the post-intervention stage.
DOI: 10.5281/zenodo.13743217
title: EcoAdvDepression Post-Intervention Resized
title: Investigating Context-Specific Advantages of Depression-like behaviour in Wild-type Zebrafish (Danio rerio)

description: Final cropped video files used for analysis at the post-intervention stage. Model predictions were run on these processed video files. Contains video data for 26 fish with alternatively positioned shoals, totalling 52 videos.
DOI: 10.5281/zenodo.13755104
title: EcoAdvDepression Dataset

description: This record corresponds to the data collected, analysed, and used in the "Investigating Context-Specific Advantages of Depression-like behaviour in Wild-type Zebrafish (Danio rerio)" paper. The total dataset size exceeds 50GB and has hence been split into individual Zenodo records and have been linked in the table listed below. This record consists of the data used to train the YOLOv8 Model as well as the various train-time inferences and parameters of the model. The final trained model is also linked in this record.








Intervention Stage



Data



Link



Description





Pre



Processed



https://doi.org/10.5281/zenodo.13733970



Processed videos of social interaction, converted to grey-scale, removed audio, and in .MP4 format, at the pre-intervention stage. Contains video data for 26 fish with alternatively positioned shoals, totalling 52 videos.





Pre



Resized



https://doi.org/10.5281/zenodo.13735945



Final cropped video files used for analysis at the pre-intervention stage. Model predictions were run on these processed video files. Contains video data for 26 fish with alternatively positioned shoals, totalling 52 videos.





Pre



Tracked, Metrics, and Clean Tracked Centres



https://doi.org/10.5281/zenodo.13743184



Tracked files include the raw frame-by-frame predictions of the YOLOv8 Model over the Resized video files for 26 fish across 52 trials stored as CSV files. Clean Tracked Centres include the cleaned predictions consisting of the centres of the predicted bounding boxes, additionally accounting for incorrect predictions for 26 fish across 52 trials stored as CSV files. Metrics consist of the analysed inferences of all the clean tracked centres producing various movement and social interaction parameters in a single CSV file. Data for the pre-intervention stage.





Post



Processed



https://doi.org/10.5281/zenodo.13754882 



Processed videos of social interaction, converted to grey-scale, removed audio, and in .MP4 format, at the post-intervention stage. Contains video data for 26 fish with alternatively positioned shoals, totalling 52 videos.





Post



Resized



https://doi.org/10.5281/zenodo.13743218



Final cropped video files used for analysis at the post-intervention stage. Model predictions were run on these processed video files. Contains video data for 26 fish with alternatively positioned shoals, totalling 52 videos.





Post



Tracked, Metrics, and Clean Tracked Centres



https://doi.org/10.5281/zenodo.13743210



Tracked files include the raw frame-by-frame predictions of the YOLOv8 Model over the Resized video files for 26 fish across 52 trials stored as CSV files. Clean Tracked Centres include the cleaned predictions consisting of the centres of the predicted bounding boxes, additionally accounting for incorrect predictions for 26 fish across 52 trials stored as CSV files. Metrics consist of the analysed inferences of all the clean tracked centres producing various movement and social interaction parameters in a single CSV file. Data for the post-intervention stage.
DOI: 10.5281/zenodo.13755105
title: EcoAdvDepression Dataset

description: This record corresponds to the data collected, analysed, and used in the "Investigating Context-Specific Advantages of Depression-like behaviour in Wild-type Zebrafish (Danio rerio)" paper. The total dataset size exceeds 50GB and has hence been split into individual Zenodo records and have been linked in the table listed below. This record consists of the data used to train the YOLOv8 Model as well as the various train-time inferences and parameters of the model. The final trained model is also linked in this record.








Intervention Stage



Data



Link



Description





Pre



Processed



https://doi.org/10.5281/zenodo.13733970



Processed videos of social interaction, converted to grey-scale, removed audio, and in .MP4 format, at the pre-intervention stage. Contains video data for 26 fish with alternatively positioned shoals, totalling 52 videos.





Pre



Resized



https://doi.org/10.5281/zenodo.13735945



Final cropped video files used for analysis at the pre-intervention stage. Model predictions were run on these processed video files. Contains video data for 26 fish with alternatively positioned shoals, totalling 52 videos.





Pre



Tracked, Metrics, and Clean Tracked Centres



https://doi.org/10.5281/zenodo.13743184



Tracked files include the raw frame-by-frame predictions of the YOLOv8 Model over the Resized video files for 26 fish across 52 trials stored as CSV files. Clean Tracked Centres include the cleaned predictions consisting of the centres of the predicted bounding boxes, additionally accounting for incorrect predictions for 26 fish across 52 trials stored as CSV files. Metrics consist of the analysed inferences of all the clean tracked centres producing various movement and social interaction parameters in a single CSV file. Data for the pre-intervention stage.





Post



Processed



https://doi.org/10.5281/zenodo.13754882 



Processed videos of social interaction, converted to grey-scale, removed audio, and in .MP4 format, at the post-intervention stage. Contains video data for 26 fish with alternatively positioned shoals, totalling 52 videos.





Post



Resized



https://doi.org/10.5281/zenodo.13743218



Final cropped video files used for analysis at the post-intervention stage. Model predictions were run on these processed video files. Contains video data for 26 fish with alternatively positioned shoals, totalling 52 videos.





Post



Tracked, Metrics, and Clean Tracked Centres



https://doi.org/10.5281/zenodo.13743210



Tracked files include the raw frame-by-frame predictions of the YOLOv8 Model over the Resized video files for 26 fish across 52 trials stored as CSV files. Clean Tracked Centres include the cleaned predictions consisting of the centres of the predicted bounding boxes, additionally accounting for incorrect predictions for 26 fish across 52 trials stored as CSV files. Metrics consist of the analysed inferences of all the clean tracked centres producing various movement and social interaction parameters in a single CSV file. Data for the post-intervention stage.
DOI: 10.15468/dl.xv7b85
title: Occurrence Download

description: A dataset containing 706087 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Geum urbanum L."
 ]
}

 The dataset includes 706087 records from 2852 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014417-240906103802322/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7pgg3n
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ramularia lonicerae Voglino",
 {
 "not" : {
 "Country" : [
 "is United States of America"
 ]
 }
 },
 {
 "not" : {
 "Country" : [
 "is Canada"
 ]
 }
 },
 {
 "not" : {
 "DatasetKey" : [
 "is Global database of alien macrofungi"
 ]
 }
 }
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0127270-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-63092
title: Redemption tidings, vol. 43, nos. 1-52, 6 Jan. - 28 Dec. 1967

description: [description english/roman)] Issued weekly. "A full gospel magazine" -- subtitle for vol. 43, nos. 1-39 (6 Jan. - 29 Sept. 1967).
DOI: 10.15468/dl.25csy9
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Haplostoma setiferum Ooishi & Illg, 1977"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0120825-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ar8d9u
title: Occurrence Download

description: A dataset containing 966415 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Australia",
 "Geometry POLYGON((-102.75 -20.5,134.5 -20.5,134.5 27.3,-102.75 27.3,-102.75 -20.5))",
 "HasCoordinate is true",
 "TaxonKey is Plantae",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 966415 records from 103 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003162-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-63144
title: Redemption tidings, vol. 43, nos. 1-52, 6 Jan. - 28 Dec. 1967

description: [description english/roman)] Issued weekly. "A full gospel magazine" -- subtitle for vol. 43, nos. 1-39 (6 Jan. - 29 Sept. 1967).
DOI: 10.15468/dl.zjcmw2
title: Occurrence Download

description: A dataset containing 47 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Cupressus gigantea W.C.Cheng & L.K.Fu"
 ]
}

 The dataset includes 47 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0090393-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.aqn4bj
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Babiana virginea Goldblatt",
 "HasCoordinate is true"
 ]
}

 The dataset includes 14 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072009-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-63422
title: Redemption tidings, vol. 43, nos. 1-52, 6 Jan. - 28 Dec. 1967

description: [description english/roman)] Issued weekly. "A full gospel magazine" -- subtitle for vol. 43, nos. 1-39 (6 Jan. - 29 Sept. 1967).
DOI: 10.15468/dl.fnhxrj
title: Occurrence Download

description: A dataset containing 4767 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Calopogonium mucunoides Desv."
 ]
}

 The dataset includes 4767 records from 233 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078456-200221144449610/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q5r4sx
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Prosthechea regnelliana (Hoehne & Schltr.) W.E.Higgins"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0095932-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mf2e4n
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Satondella cachoi Luque, Geiger & Rolán, 2011"
 ]
}

 The dataset includes 32 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0098112-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-63068
title: Redemption tidings, vol. 43, nos. 1-52, 6 Jan. - 28 Dec. 1967

description: [description english/roman)] Issued weekly. "A full gospel magazine" -- subtitle for vol. 43, nos. 1-39 (6 Jan. - 29 Sept. 1967).
DOI: 10.15468/dl.y3qodn
title: Occurrence Download

description: A dataset containing 792 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "Year 1970-2018",
 "HasCoordinate is true",
 "TaxonKey is Macleania rupestris (Kunth) A.C.Sm.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 792 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002724-180925134338326/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k3wuym
title: Occurrence Download

description: A dataset containing 24989 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Melozone leucotis",
 "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 24989 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0076388-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-63404
title: Redemption tidings, vol. 43, nos. 1-52, 6 Jan. - 28 Dec. 1967

description: [description english/roman)] Issued weekly. "A full gospel magazine" -- subtitle for vol. 43, nos. 1-39 (6 Jan. - 29 Sept. 1967).
DOI: 10.15468/dl.hxk8s9
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bemlos foresti (Mateus & Mateus, 1966)"
 ]
}

 The dataset includes 10 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114152-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-61572
title: Redemption tidings, vol. 42, nos. 1-52, 1 Jan. - 23 Dec. 1966

description: [description english/roman)] Issued weekly. "A full gospel magazine" -- subtitle.
DOI: 10.15468/dl.tdnzj0
title: Occurrence Download

description: A dataset containing 537 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Enochrus politus (Küster, 1849)"
 ]
}

 The dataset includes 537 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002724-181003121212138/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.umb3pf
title: Occurrence Download

description: A dataset containing 68052 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Tadorna variegata",
 "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 68052 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086771-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-61428
title: Redemption tidings, vol. 42, nos. 1-52, 1 Jan. - 23 Dec. 1966

description: [description english/roman)] Issued weekly. "A full gospel magazine" -- subtitle.
DOI: 10.15468/dl.bbfxpp
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "OccurrenceStatus is Present",
 "TaxonKey is Stenella clymene (Gray, 1850)"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0114164-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-61432
title: Redemption tidings, vol. 42, nos. 1-52, 1 Jan. - 23 Dec. 1966

description: [description english/roman)] Issued weekly. "A full gospel magazine" -- subtitle.
DOI: 10.15468/dl.fn5w7p
title: Occurrence Download

description: A dataset containing 353 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is United States of America",
 "Country is Mexico"
 ]
 },
 "TaxonKey is Pavonia lasiopetala Scheele"
 ]
}

 The dataset includes 353 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002724-190307172214381/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bspdrp
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "VerbatimScientificName is Tangara aurulenta",
 "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 31 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086793-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/pcra-c14-61440
title: Redemption tidings, vol. 42, nos. 1-52, 1 Jan. - 23 Dec. 1966

description: [description english/roman)] Issued weekly. "A full gospel magazine" -- subtitle.
DOI: 10.15468/dl.whjx6n
title: Occurrence Download

description: A dataset containing 279 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crocus etruscus Parl.",
 "HasCoordinate is true"
 ]
}

 The dataset includes 279 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072049-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.