cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5258/soton/d3547
title: Supporting Data for Doctoral Thesis: Diamond micromachining of photonic materials: dynamics and the limits of precision

description: This dataset contains supporting data for each of the experimental chapters of D'Souza, M. P. (2025). 'Diamond micromachining of photonic materials: dynamics and the limits of precision' , Doctoral Thesis, University of Southampton, 132pp. Each folder has a separate readme specifying what the dataset is and the formats if relevant.

A dataset with the raw data is available, please email researchdata@soton.ac.uk to obtain.
DOI: 10.7910/dvn/c4vex8
title: Appendix A - Codebook for "Competing Visions of Democracy in EU Disinformation Governance"

description: Appendix A - Codebook
DOI: 10.5281/zenodo.14186172
title: GEOLAB Blind Prediction Contest - Supporting Documentation

description: As part of the GEOLAB project, the Institute of Geotechnics of TU Darmstadt called geotechnical engineers from industry and academia to participate in an international Blind Prediction Contest (BPC) on the response of piles under monotonic and cyclic lateral loading. Two separate tests were performed on a hollow open-ended steel pile embedded in dry sand. One test under monotonic loading and the other under quasi-static harmonic loading with more than 10,000 loading cycles.

Contestant teams were allowed to submit predictions for both tests or for the monotonic test only. The predictions were objectively marked based on their discrepancy with the experimental values. The teams with the higher score in the prediction of each test were publicly announced. The rest of the submitted predictions will be anonymised and used for assessing the state of the art and the state of practice by the organiser committee.

This dataset includes the supporting documentation provided to the participants.
DOI: 10.15468/dl.evq26v
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CollectionKey is one of (741f12d3-ebfc-48e7-9d8c-180d41b0a582)",
 "KingdomKey is Plantae",
 {
 "or" : [
 "Country is United States of America",
 "PublishingCountry is United States of America"
 ]
 },
 "EventDate 1934-06-12-1964-08-21"
 ]
}

 The dataset includes 2 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051529-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2bs6ju
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Drosera madagascariensis DC.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.5395 -23.2724,25.1306 -24.0715,25.5395 -24.0715,25.5395 -23.2724))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051530-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15683761
title: Sentinel-2 bathymetry from Ria de Vigo (Spain) pilot site

description: Abstract

Sentinel-2-derived bathymetry maps generated for the Ria de Vigo and surrounding areas up to 20 m depth. 

For more information, check Appendix 2.2.3 of Deliverable 3.3: Catalogue of Innovative New Methods to Analyse Earth Observation Data (URL below)

This depository contains data generated within the European S34 project.

Metadata information

 






Identification



 





Full Title



Sentinel-2 bathymetry for the Ria de Vigo (Spain)





Abstract



Sentinel-2-derived bathymetry maps generated for the Ria de Vigo and surrounding areas up to 20 m depth. For more information, check Appendix 2.2.3 of Deliverable 3.3: Catalogue of Innovative New Methods to Analyse Earth Observation Data (URL below)





Keywords



Earth Observation; Satellite Derived Bathymetry; Boosting Algorithms; Regression; Machine Learning; Ensemble Learning; Remote Sensing; Artificial Intelligence; Cloud Processing





Pilot area



Ria de Vigo (Spain)





Associated resources



 





Language



English





URL



D3.3: https://cordis.europa.eu/project/id/101091616/results#





Categories



Bathymetry





Temporal reference



 





Creation date (dd.mm.yyyy)



21.02.2025 (latest)





Revision date (dd.mm.yyyy)



21.05.2025





Quality and validity



 





Representation type



Raster





Format



GeoTIFF





Lineage



 





Spatial resolution



10 m





Positional accuracy



 





Maintenance information



 





Coordinate system



EPSG:32629

WGS 84 / UTM zone 29N





Constraints related to access and use

 




Use limitation



None





Access constraint



None





Public/Private



Public





Responsible organisation



 





Responsible Contact



Joana Cardoso Fernandes | joana.fernandes@fc.up.pt





Responsible Party



UPORTO





Metadata on metadata



 





Contact



Joana Cardoso Fernandes | joana.fernandes@fc.up.pt





Metadata language



English
DOI: 10.5281/zenodo.15683762
title: Sentinel-2 bathymetry from Ria de Vigo (Spain) pilot site

description: Abstract

Sentinel-2-derived bathymetry maps generated for the Ria de Vigo and surrounding areas up to 20 m depth. 

For more information, check Appendix 2.2.3 of Deliverable 3.3: Catalogue of Innovative New Methods to Analyse Earth Observation Data (URL below)

This depository contains data generated within the European S34 project.

Metadata information

 






Identification



 





Full Title



Sentinel-2 bathymetry for the Ria de Vigo (Spain)





Abstract



Sentinel-2-derived bathymetry maps generated for the Ria de Vigo and surrounding areas up to 20 m depth. For more information, check Appendix 2.2.3 of Deliverable 3.3: Catalogue of Innovative New Methods to Analyse Earth Observation Data (URL below)





Keywords



Earth Observation; Satellite Derived Bathymetry; Boosting Algorithms; Regression; Machine Learning; Ensemble Learning; Remote Sensing; Artificial Intelligence; Cloud Processing





Pilot area



Ria de Vigo (Spain)





Associated resources



 





Language



English





URL



D3.3: https://cordis.europa.eu/project/id/101091616/results#





Categories



Bathymetry





Temporal reference



 





Creation date (dd.mm.yyyy)



21.02.2025 (latest)





Revision date (dd.mm.yyyy)



21.05.2025





Quality and validity



 





Representation type



Raster





Format



GeoTIFF





Lineage



 





Spatial resolution



10 m





Positional accuracy



 





Maintenance information



 





Coordinate system



EPSG:32629

WGS 84 / UTM zone 29N





Constraints related to access and use

 




Use limitation



None





Access constraint



None





Public/Private



Public





Responsible organisation



 





Responsible Contact



Joana Cardoso Fernandes | joana.fernandes@fc.up.pt





Responsible Party



UPORTO





Metadata on metadata



 





Contact



Joana Cardoso Fernandes | joana.fernandes@fc.up.pt





Metadata language



English
DOI: 10.5281/zenodo.15683776
title: Data for figures in publication
DOI: 10.5281/zenodo.15683777
title: Data for figures in publication
DOI: 10.15468/dl.7kkmqp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Drosera madagascariensis DC.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.2855 -34.7533,20.509 -34.5676,20.509 -32.9007,17.7723 -32.9007,17.8156 -33.0786,18.3471 -33.7176,18.3748 -33.8287,18.2181 -34.0492,18.3197 -34.3408,18.4452 -34.429,18.5435 -34.4213,18.5872 -34.3667,18.5363 -34.167,18.7345 -34.1508,18.7216 -34.3637,18.7808 -34.4521,19.0289 -34.4206,19.0831 -34.4835,19.2655 -34.5017,19.2032 -34.6157,19.2394 -34.6926,19.375 -34.6963,19.6091 -34.8524,19.8251 -34.8396,19.9798 -34.9064,20.1081 -34.8731,20.1517 -34.7847,20.2855 -34.7533))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051531-250525065834625/datasets/export for details.
DOI: 10.15468/dl.bpnk7u
title: Occurrence Download

description: A dataset containing 961 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Melipona quadrifasciata anthidioides Lepeletier, 1836)",
 "Country is one of (Brazil)"
 ]
}

 The dataset includes 961 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051532-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hzhu67
title: Occurrence Download

description: A dataset containing 313 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Angola",
 "TaxonKey is Agama aculeata Merrem, 1820"
 ]
}

 The dataset includes 313 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051533-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.94n6dz
title: Occurrence Download

description: A dataset containing 227 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (2872214, Virola subsessilis (Benth.) Warb.)"
 ]
}

 The dataset includes 227 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051534-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.y3cree
title: Occurrence Download

description: A dataset containing 880599 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pimpinella saxifraga L., Rorippa amphibia (L.) Besser, Trifolium medium L., Epipactis microphylla (Ehrh.) Sw., Equisetum palustre L.)",
 "Geometry POLYGON ((-180 45.53015, 180 45.53015, 180 83.62313, -180 83.62313, -180 45.53015))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "CoordinateUncertaintyInMeters is less than or equal to 50000"
 ]
}

 The dataset includes 880599 records from 1116 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051521-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dp7mkp
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Drosera madagascariensis DC.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.628 -23.023,35.6007 -22.9702,35.6007 -23.165,35.628 -23.023))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051535-250525065834625/datasets/export for details.
DOI: 10.6084/m9.figshare.29340526
title: Sound radiation and transmission behavior of auxetic core quadrilateral sandwich panels under supersonic flow

description: Vibroacoustic performance of a quadrilateral sandwich plate under the synergetic effect of aerodynamic pressure and harmonic excitation is analyzed numerically. Layered approach is adopted to model the sandwich plate by considering the equivalent properties of the core and facings. Governing equations, developed utilizing Hamilton’s principle are solved based on differential quadrature approach to analyze the flutter frequency and forced vibration response. Subsequently, Rayleigh integral is used to estimate the acoustic response characteristics. Effect of geometric properties of the core (cell size, wall thickness, and inclined angle) and plate (leading, and trailing-edge angles) is examined. Critical aerodynamic pressure (CAP) is calculated first for the given case and the changes in response characteristics are investigated by varying the CAP. Results indicate that geometric parameters of the core does not influence the CAP, while the core thickness and the leading and trailing edge angles have significant effects. The sound power level (SWL) and transmission loss are observed to be maximum at CAP except in some cases of leading and trailing edge angles.
DOI: 10.6084/m9.figshare.29340526.v1
title: Sound radiation and transmission behavior of auxetic core quadrilateral sandwich panels under supersonic flow

description: Vibroacoustic performance of a quadrilateral sandwich plate under the synergetic effect of aerodynamic pressure and harmonic excitation is analyzed numerically. Layered approach is adopted to model the sandwich plate by considering the equivalent properties of the core and facings. Governing equations, developed utilizing Hamilton’s principle are solved based on differential quadrature approach to analyze the flutter frequency and forced vibration response. Subsequently, Rayleigh integral is used to estimate the acoustic response characteristics. Effect of geometric properties of the core (cell size, wall thickness, and inclined angle) and plate (leading, and trailing-edge angles) is examined. Critical aerodynamic pressure (CAP) is calculated first for the given case and the changes in response characteristics are investigated by varying the CAP. Results indicate that geometric parameters of the core does not influence the CAP, while the core thickness and the leading and trailing edge angles have significant effects. The sound power level (SWL) and transmission loss are observed to be maximum at CAP except in some cases of leading and trailing edge angles.
DOI: 10.15468/dl.3txn69
title: Occurrence Download

description: A dataset containing 295 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gliricidia maculata (Kunth) Steud."
 ]
}

 The dataset includes 295 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051536-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18728/igb-fred-993.0
title: Kilpisjärvi Dissolved Oxygen and Temperature Data

description: High-resolution, long-term dissolved oxygen and temperature data during the ice-covered period from December to April from 2018 to 2022.
Lake depth:45 m
Logger chain location: 43 m
DOI: 10.25592/uhhfdm.11805
title: An Interview About Fode Kabaa, Alfa Moolo, Musa Moolo And Seex Omar Fuuti (NCAC_RDD_TAPE_0179A_B)

description: SIDE A


 Islam among the Mandinka people
 Kaabu vs. Fuuta Jalon
 Muslim clans in Kaabu
 Battle of Kansala
 Muslim clan heads in Manding 
 Islam in Fuladu
 Seex Omaar Fuuti and the marabouts of Fuuta
 Taxes
 Fode Kabaa's early life
 Musa Moolo and Alfa Moolo
 Early settlement of Jaxanka clans in Senegambia
 Settlements of Sula people in Manding
 Sula people in Wuli 
 Jaxanka-Manding Sula Mooro relations
 Soninke Muslim jihadists


SIDE B


 Relations between Bokaar Sada, Alfa Moolo and Alfa Yaaya
 Battle of Kutang  and other battles of Musa Moolo
 Alfa Moolo's relationship with the Europeans 
 Disunity among Alfa Moolo's descendants after his death 
 Musa Moolo vs. Mdiiku, Dansa and Dikori 
 Musa Moolo vs. Fode Kabaa at Genier (reference to Sirif Yunus and Seex Mafuge) 


<sup><em>Alternative names: Sheikh, Sheik, Sheick, Oumar, Futi,</em></sup> <sup><em>Foday, Kaba, Kabah, Dumbuya, Mousa, Mussa, Moussa, Molo, Molloh, Alpha, Bocarr, Yaya, Yahya, Unus, Sherif, Sheriff, Shirif, Sillah, Alagi, Alagie, Alajie, Kawsu, </em></sup><em><sup>Sidibeh, </sup></em> <em><sup>Bakary, Bakari, Bakery, Kebba</sup></em>
description: Published by NCAC - National Digital Archive of The Gambia, initiated by University of Hamburg, Asia-Africa-Institute, Germany, funded by Gerda Henkel Foundation, Germany
DOI: 10.25592/uhhfdm.11804
title: An Interview About Fode Kabaa, Alfa Moolo, Musa Moolo And Seex Omar Fuuti (NCAC_RDD_TAPE_0179A_B)

description: SIDE A


 Islam among the Mandinka people
 Kaabu vs. Fuuta Jalon
 Muslim clans in Kaabu
 Battle of Kansala
 Muslim clan heads in Manding 
 Islam in Fuladu
 Seex Omaar Fuuti and the marabouts of Fuuta
 Taxes
 Fode Kabaa's early life
 Musa Moolo and Alfa Moolo
 Early settlement of Jaxanka clans in Senegambia
 Settlements of Sula people in Manding
 Sula people in Wuli 
 Jaxanka-Manding Sula Mooro relations
 Soninke Muslim jihadists


SIDE B


 Relations between Bokaar Sada, Alfa Moolo and Alfa Yaaya
 Battle of Kutang  and other battles of Musa Moolo
 Alfa Moolo's relationship with the Europeans 
 Disunity among Alfa Moolo's descendants after his death 
 Musa Moolo vs. Mdiiku, Dansa and Dikori 
 Musa Moolo vs. Fode Kabaa at Genier (reference to Sirif Yunus and Seex Mafuge) 


<sup><em>Alternative names: Sheikh, Sheik, Sheick, Oumar, Futi,</em></sup> <sup><em>Foday, Kaba, Kabah, Dumbuya, Mousa, Mussa, Moussa, Molo, Molloh, Alpha, Bocarr, Yaya, Yahya, Unus, Sherif, Sheriff, Shirif, Sillah, Alagi, Alagie, Alajie, Kawsu, </em></sup><em><sup>Sidibeh, </sup></em> <em><sup>Bakary, Bakari, Bakery, Kebba</sup></em>
description: Published by NCAC - National Digital Archive of The Gambia, initiated by University of Hamburg, Asia-Africa-Institute, Germany, funded by Gerda Henkel Foundation, Germany
DOI: 10.6084/m9.figshare.29230817
title: DATA FOR MANUSCRIPT REPOSITORY.csv

description: This is a sample of 118 countries for which complete data was available.
DOI: 10.6084/m9.figshare.29230817.v2
title: DATA FOR MANUSCRIPT REPOSITORY.csv

description: This is a sample of 118 countries for which complete data was available.
DOI: 10.6084/m9.figshare.29230817.v1
title: DATA FOR MANUSCRIPT REPOSITORY.csv

description: This is a sample of 118 countries for which complete data was available.
DOI: 10.15468/dl.d4nm94
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Drosera madagascariensis DC.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.6306 -23.844,35.6007 -23.8125,35.6007 -24.0157,35.6306 -23.844))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051537-250525065834625/datasets/export for details.
DOI: 10.15468/dl.tzazzb
title: Occurrence Download

description: A dataset containing 81 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Merxmuellera drakensbergensis (Schweick.) Conert",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((30.0251 -31.3959,30.5701 -30.7329,30.5701 -28.5786,25.5395 -28.5786,25.5395 -32.9007,28.2048 -32.9007,28.5753 -32.6569,29.4902 -31.7517,30.0251 -31.3959))"
 ]
}

 The dataset includes 81 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051538-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57830/2312784
title: Great Lakes Landbird Monitoring Data Package by the Great Lakes Inventory and Monitoring Network

description: The Great Lakes Inventory and Monitoring Network coordinates landbird monitoring in nine national park units. A standardized protocol published in 2010 and implemented across the Great Lakes Network parks allows for regional comparisons while still giving parks the freedom to analyze and identify trends within their boundaries. The overall goal of this protocol is to improve the consistency, comparability, quality, and access to landbird monitoring data being collected each year by network parks. To accomplish this, we: develop and use a standardized sampling method that is flexible enough to fit the unique sampling challenges at each park but still yield data that are comparable across parks and can be integrated at regional and national levels; develop and integrate quality control measures such as training and certification for observers; provide an online database for storage and retrieval of data; periodically analyze the data and report the findings to park managers through the NPS report series and resource briefs; and publish datasets, data packages, reports, and resource briefs to the NPS Integrated Resource Management Applications (IRMA) DataStore (https://irma.nps.gov/DataStore/).
DOI: 10.5258/soton/d3553
title: Dataset supporting the thesis "Explaining the future context of deep reinforcement learning agents' decision-making"

description: # Dataset supporting the thesis "Explaining the future context of deep reinforcement learning agents’ decision-making"

By Mark Towers, supervised by Prof. Timothy Norman, Dr Yali Du, and Prof. Chris Freeman

This dataset contains folders for all three research chapters (Chapters 4, 5 and 6)
* temporal-explanations-4-drl (Chapter 4) was published "Temporal Explanations for Deep Reinforcement Learning" at AAMAS EXTRAAMAS 2024 (https://link.springer.com/chapter/10.1007/978-3-031-70074-3_6)
* temporal-reward-decomposition (Chapter 5) was published "Explaining an Agent's Future Beliefs through Temporally Decomposing Future Reward Estimators" at ECAI 2024 (https://arxiv.org/abs/2408.08230)
* eval-xrl-goal-identification (Chapter 6) is unpublished currently

Each folder contains their own readme with more details and are also available at https://github.com/pseudo-rnd-thoughts/{folder-name}

DOI: https://doi.org/10.5258/SOTON/D3553
DOI: 10.15468/dl.w95nk5
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Merxmuellera drakensbergensis (Schweick.) Conert",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((30.5701 -24.0715,25.5395 -24.0715,25.5395 -28.5786,30.5701 -28.5786,30.5701 -24.0715))"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051539-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gapneq
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Algansea barbata Álvarez & Cortés, 1964"
 ]
}

 The dataset includes 21 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051540-250525065834625/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.29340542
title: Minimal dataset CSO repeatability with 3 repeat measurements

description: This dataset includes measurements of an CSO anterior segment analyzer with repeat measurements and surface fit data