cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21954/ou.rd.30265831.v1
title: Supplementary materials for PhD thesis - "The controls on biogeochemical proxies and shell calcification in modern planktonic foraminifera"

description: This dataset comprises the files contained on a CD-ROM which was attached to the thesis when it was submitted in 2015. It was uploaded to ORDO in 2025 for preservation purposes. For more information, please refer to the thesis  “The controls on biogeochemical proxies and shell calcification in modern planktonic foraminifera” via ORO. Abstract: Planktonic foraminifera (PF) shell biogeochemistry can be used to reconstruct past oceanic and climatic changes, but the influence of other environmental and biological interactions can compromise their use as reliable proxies. This study aims to develop their use as biogeochemical proxies by determining the primary controls on shell flux, morphometric parameters and geochemical variability in modern PF, and apply this to understand how recent anthropogenic ocean acidification has affected their calcification since the ‘pre-industrial’.<br><br>By using PF from a biweekly sediment-trap time series (years 1998-2000 & 2008-2010), with nearby monthly hydrographic data from the Sargasso Sea in the oligotrophic North Atlantic, this study shows that PF contribute up to -40% of the calcium carbonate flux in the Sargasso Sea during the winter months when the mixed layer is deepest. Therefore factors affecting the mixed layer dynamics such as the North Atlantic Oscillation could potentially regulate PF and carbonate flux on decadal timescales. Shell calcification, estimated from shell morphometries of two species (<i>Globigerinoides ruber</i> (pink) and <i>Orbulina universa</i>) is primarily controlled by temperature and [CO<sub>3</sub><sup>2-</sup>], rather than dependent on optimum growth conditions. Biological and calcification processes appear to significantly affect the trace element concentrations in PF; this study shows for the first time that calcification rate controls boron incorporation whereas growth processes appear to control uranium incorporation in <i>G. ruber</i> (p), <i>O. universa</i> and <i>Globorotalia truncatulinoides</i> (non-encrusted), suggesting that B/Ca and U/Ca are not reliable palaeo-pH proxies. The separation of morphotypes could vastly improve the accuracy of all PF trace element calibrations. Finally, by comparing the calcification of PF in the modern sediment trap samples with ‘pre-industrial’ surface sediments collected nearby in 1875, this study reports a 17-23% reduction in shell calcification of <i>O. universa</i> and <i>Globorotalia inflata</i>, caused by anthropogenic ocean acidification in the subtropical gyre. This inhibition in calcification is equivalent to a -24 μmol/kg reduction in [CO<sub>3</sub><sup>2-</sup>], consistent with the modelled [C032] reduction since the ‘pre-industrial’.
DOI: 10.5281/zenodo.17256858
title: Dataset for: Residual Network-Based Damage Detection Using Data Augmentation and t-SNE Feature Analysis

description: This dataset contains vibration time-series for structural health monitoring (SHM) of a long-span steel truss railway bridge (Nam O Bridge, Da Nang, Vietnam). Data were generated from a calibrated finite-element method (FEM) model under realistic traffic loading and environmental perturbations, then curated for supervised damage classification and representation learning. The corpus supports research on deep learning for damage detection, data augmentation for time-series, and feature-space interpretability (e.g., t-SNE).

Provenance & Generation





Structure: 4 simply supported 75 m spans, steel truss railway bridge.




Modeling: MATLAB-based FE model (81 nodes, 175 beam elements; uniform steel properties; bearings via fixed/roller supports; added spring/rotational stiffness for model updating).




Loading: AASHTO HL-93 three-axle truck, eight traversals at 70 km/h; added 500 kN impact and random noise to emulate operational uncertainty.




Sensing layout: Two instrumented nodes (IDs 1002 and 3002), each with lateral Y and vertical Z acceleration DOFs.




Sampling: 400 Hz for ~100 s per traversal.




Scenarios: 11 distinct damage cases (0–50% stiffness reduction on selected members). 



Contents & Structure





Raw set (per scenario): 28 acceleration features × ~40,000 time points





Original array shape: (11, 28, 40,000)
DOI: 10.5281/zenodo.17256859
title: Dataset for: Residual Network-Based Damage Detection Using Data Augmentation and t-SNE Feature Analysis

description: This dataset contains vibration time-series for structural health monitoring (SHM) of a long-span steel truss railway bridge (Nam O Bridge, Da Nang, Vietnam). Data were generated from a calibrated finite-element method (FEM) model under realistic traffic loading and environmental perturbations, then curated for supervised damage classification and representation learning. The corpus supports research on deep learning for damage detection, data augmentation for time-series, and feature-space interpretability (e.g., t-SNE).

Provenance & Generation





Structure: 4 simply supported 75 m spans, steel truss railway bridge.




Modeling: MATLAB-based FE model (81 nodes, 175 beam elements; uniform steel properties; bearings via fixed/roller supports; added spring/rotational stiffness for model updating).




Loading: AASHTO HL-93 three-axle truck, eight traversals at 70 km/h; added 500 kN impact and random noise to emulate operational uncertainty.




Sensing layout: Two instrumented nodes (IDs 1002 and 3002), each with lateral Y and vertical Z acceleration DOFs.




Sampling: 400 Hz for ~100 s per traversal.




Scenarios: 11 distinct damage cases (0–50% stiffness reduction on selected members). 



Contents & Structure





Raw set (per scenario): 28 acceleration features × ~40,000 time points





Original array shape: (11, 28, 40,000)
DOI: 10.15468/dl.n5gdpf
title: Occurrence Download

description: A dataset containing 124 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is one of (France, Italy, Spain, Israel, Croatia, Albania, Greece)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Alcyonium palmatum"
 ]
}

 The dataset includes 124 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043017-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pxezkn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Briza minor",
 "Country is Denmark",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043016-250920141307145/datasets/export for details.
DOI: 10.15468/dl.pz4fgj
title: Occurrence Download

description: A dataset containing 232 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Briza minor",
 "Country is Mexico",
 "HasCoordinate is true"
 ]
}

 The dataset includes 232 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043018-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.me8mq4
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Briza minor",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 25 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043019-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/akfp-pjp8-0a05
title: Antarctica High Resolution BUFR Radiosonde Data. Version 1.0

description: This data set contains the high vertical resolution (2-second) radiosonde profiles of temperature, moisture, and wind for the three Bureau of Meteorology stations in Antarctica (Casey, Davis, and Mawson) during the SOCRATES field phase. These data were retrieved in real time from the Global Telecommunication System (GTS) and have had no additional quality control. The data are in BUFR format.
DOI: 10.15468/dl.psqreg
title: Occurrence Download

description: A dataset listing the 63193 species recorded in GBIF matching the query:
{
 "and" : [
 "PublishingOrg is c5f7ef70-e233-11d9-a4d6-b8a03c50a862",
 "TaxonKey is Animalia"
 ]
}

 The dataset's 63193 records were derived from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043008-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v83gvw
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Briza minor",
 "Country is Timor-Leste",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043022-250920141307145/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.29381702
title: Melanoma and comorbidities costs dataset

description: This population-based retrospective cohort study uses data from the Regional Cancer Registry (RTV) of the Veneto Region (northeast Italy) to evaluate the impact of different patterns of comorbidities on melanoma-related healthcare costs for cutaneous malignant melanoma diagnoses in 2019 and 2021.
DOI: 10.15468/dl.32jpcd
title: Occurrence Download

description: A dataset containing 431 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Briza minor",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 431 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043021-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.st2fns
title: Occurrence Download

description: A dataset listing the 24764 species recorded in GBIF matching the query:
{
 "and" : [
 "Country is Saudi Arabia",
 "OccurrenceStatus is Present"
 ]
}

 The dataset's 24764 records were derived from 729 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043009-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/3aba-zw3w-df0q
title: Australia High Resolution BUFR Radiosonde Data. Version 1.0

description: This data set contains the high vertical resolution (2-second) radiosonde profiles of temperature, moisture, and wind for eleven stations on the southern portion of the Australian continent (Perth, Albany, Esperance, Kalgoorlie, Ceduna, Woomera, Adelaide, Melbourne, Wagga Wagga, Sydney, and Williamtown) and three stations from islands (Tasmania, Lord Howe Island, and Macquarie Island) during the SOCRATES field phase. These data were retrieved in real time from the Global Telecommunication System (GTS) and have had no additional quality control. The data are in BUFR format.
DOI: 10.15468/dl.sexa8w
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Briza minor",
 "Country is Poland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043020-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13250079
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.wuhk8w
title: Occurrence Download

description: A dataset containing 2180 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Thrips (Thysanoptera) in Norway"
 ]
}

 The dataset includes 2180 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043023-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26023/7dbj-9h8n-810q
title: New Zealand High Resolution BUFR Radiosonde Data. Version 1.0

description: This data set contains the high vertical resolution (2-second) radiosonde profiles of temperature, moisture, and wind for two stations in New Zealand (Invercargill and Paraparaumu) during the SOCRATES field phase. These data were retrieved in real time from the Global Telecommunication System (GTS) and have had no additional quality control. The data are in BUFR format.
DOI: 10.15468/dl.5dc57t
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Briza minor",
 "Country is Zimbabwe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043026-250920141307145/datasets/export for details.
DOI: 10.15468/dl.twhgrt
title: Occurrence Download

description: A dataset containing 1220 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Briza minor",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1220 records from 25 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0043025-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57903/uj/30gxbq
title: Bang-bang preparation of a quantum many-body ground state in a finite lattice: optimization of the algorithm with a tensor network - research data

description: Python scripts used in this project, including those for generating plots. The final data is also available.
DOI: 10.26023/qwpx-fz9p-3w10
title: NCEP GFS 0.25 Degree Model Data. Version 1.0

description: This data set contains the 0.25 degree resolution output from the NCEP GFS (National Centers for Environmental Prediction Global Forecast System) model during the SOCRATES field phase. Grids include analysis and forecast time steps at a three hourly interval to 240 hours and at 12 hour intervals to 384 hours. The GFS runs are available at 00, 06, 12, and 18 UTC daily. These data are in GRIB2 format.
DOI: 10.5281/zenodo.17256941
title: WCST and eye movements
DOI: 10.5281/zenodo.17256940
title: WCST and eye movements
DOI: 10.15468/dl.k96gkz
title: Occurrence Download

description: A dataset containing 3455431 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "Geometry POLYGON((91.533 -11.542,144.025 -11.542,144.025 27.329,91.533 27.329,91.533 -11.542))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 3455431 records from 1238 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042972-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xagqh7
title: Occurrence Download

description: A dataset containing 1469 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is EOD – eBird Observation Dataset",
 "IucnRedListCategory is CR",
 "PublishingCountry is Hong Kong",
 "TaxonKey is Emberizidae",
 "Year 2005-2025"
 ]
}

 The dataset includes 1469 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004224-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xy5bhn
title: Occurrence Download

description: A dataset containing 765 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Serratula coronata L.",
 "Year is greater than or equal to 1962"
 ]
}

 The dataset includes 765 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004225-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/26204/6j1jut
title: HHDataY2000.xls_part5.xls
DOI: 10.7910/dvn/26204/cggroa
title: MemDemog_2000.xls
DOI: 10.7910/dvn/26204/fohpgd
title: HHDataY2000.xls_part2.xls
DOI: 10.7910/dvn/26204/impcnd
title: Documentation of 2000_Bangladesh.xls
DOI: 10.7910/dvn/26204/jajjbh
title: HHDataY2000.xls_part1.xls
DOI: 10.7910/dvn/26204/jju8hu
title: HHDataY2000.xls_part4.xls
DOI: 10.7910/dvn/26204/ljwnlh
title: HHDataY2000.xls_part3.xls
DOI: 10.7910/dvn/26204/m8eglj
title: CostRet_2000.xls
DOI: 10.7910/dvn/26204/n7n9pd
title: StockExp_2000.xls
DOI: 10.7910/dvn/26204/nrw5pw
title: Project details.xlsx
DOI: 10.7910/dvn/26204/trmmtf
title: Parcel_2000.xls
DOI: 10.15468/dl.prqr8d
title: Occurrence Download

description: A dataset containing 8379 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Oceania",
 "Geometry POLYGON((147.91633 -36.28096,152.7428 -36.28096,152.7428 -31.71009,147.91633 -31.71009,147.91633 -36.28096))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Calyptorhynchus lathami (Temminck, 1807)",
 "Year 2013-2025"
 ]
}

 The dataset includes 8379 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004227-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.afj2w9
title: Occurrence Download

description: A dataset containing 987 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Rhinolophus pusillus Temminck, 1834"
 ]
}

 The dataset includes 987 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004228-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p6jqd7
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bombus anachoreta (Skorikov, 1914)"
 ]
}

 The dataset includes 35 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004229-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9sr44a
title: Occurrence Download

description: A dataset containing 261 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Dicranoloma blumei (Nees) Broth. ex Renauld",
 "Year 1970-2025"
 ]
}

 The dataset includes 261 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004230-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/10276551
title: shanghai satellite images  for CNN model training
DOI: 10.7910/dvn/26083/eqkxmn
title: Project Details 2011WS and 2012DS.docx
DOI: 10.7910/dvn/26083/fh8vua
title: Central Luzon Loop 2011-12.xlsx
DOI: 10.7910/dvn/26083/fzjrrf
title: Central Luzon Coding Manual.xlsx
DOI: 10.7910/dvn/26083/skbop3
title: CENTRAL LUZON LOOP (Scan copy).zip
DOI: 10.5281/zenodo.14885822
title: Dataset of "An Exploratory Study on Build Issue Resolution Among Computer Science Students"

description: The dataset accompanying the paper titled "An Exploratory Study on Build Issue Resolution Among Computer Science Students" has been provided to facilitate the reproduction of the results presented. Please note that due to local IRB restrictions, certain sensitive data may not be publicly accessible.

# 2022-Resolution Strategies- Build Issue Report-2022: Experimental reports of build tasks from participants- Log file and Recording-2022: Log files from participants can be found in report folders. Terminal recording using the script command can be found in script folders.- Surveys-2022: feedback survey questions- Survey and Analysis-2022.xlsx: Survey results and analysis in spreadsheet format# 2023-Intervention- Build Issue Report-2023: Experimental reports of build tasks from participants- Log file and Recording-2023: Log files from participants can be found in report folders. Terminal recording using the script command can be found in script folders.- Survey and Analysis-2023.xlsx: Survey results and analysis in spreadsheet format- Survey-2023.pdf: feedback survey questions
DOI: 10.5281/zenodo.14885823
title: Dataset of "An Exploratory Study on Build Issue Resolution Among Computer Science Students"

description: The dataset accompanying the paper titled "An Exploratory Study on Build Issue Resolution Among Computer Science Students" has been provided to facilitate the reproduction of the results presented. Please note that due to local IRB restrictions, certain sensitive data may not be publicly accessible.

# 2022-Resolution Strategies- Build Issue Report-2022: Experimental reports of build tasks from participants- Log file and Recording-2022: Log files from participants can be found in report folders. Terminal recording using the script command can be found in script folders.- Surveys-2022: feedback survey questions- Survey and Analysis-2022.xlsx: Survey results and analysis in spreadsheet format# 2023-Intervention- Build Issue Report-2023: Experimental reports of build tasks from participants- Log file and Recording-2023: Log files from participants can be found in report folders. Terminal recording using the script command can be found in script folders.- Survey and Analysis-2023.xlsx: Survey results and analysis in spreadsheet format- Survey-2023.pdf: feedback survey questions
DOI: 10.15468/dl.nw7yj2
title: Occurrence Download

description: A dataset containing 1330 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chrysophyta"
 ]
}

 The dataset includes 1330 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004231-250214102907787/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/26082/2dan25
title: Central Luzon Loop Survey DS 2007.pdf
DOI: 10.7910/dvn/26082/alsyvx
title: Central Luzon Coding Manual.xlsx
DOI: 10.7910/dvn/26082/daowaf
title: Project Details 2007DS and 2008WS.docx
DOI: 10.7910/dvn/26082/gnod3t
title: CENTRAL LUZON LOOP (Scan copy).zip
DOI: 10.7910/dvn/26082/h7ejjy
title: Central Luzon Loop 2007-08.xlsx
DOI: 10.7910/dvn/26082/xubzhu
title: Central Luzon Loop Survey WS 2008.pdf
DOI: 10.7910/dvn/26081/hunggv
title: Project Details 2003WS and 2004DS.docx
DOI: 10.7910/dvn/26081/kytydy
title: Central Luzon Loop Survey DS 2004.pdf
DOI: 10.7910/dvn/26081/lcmihj
title: Central Luzon Loop 2003-04.xlsx
DOI: 10.7910/dvn/26081/ni85za
title: Central Luzon Loop Survey WS 2003.pdf
DOI: 10.7910/dvn/26081/ul7lnp
title: Central Luzon Coding Manual.xlsx
DOI: 10.7910/dvn/26081/zbqbs2
title: CENTRAL LUZON LOOP (Scan copy).zip
DOI: 10.7910/dvn/26080/j5vpqd
title: Central Luzon Coding Manual.xlsx
DOI: 10.7910/dvn/26080/ysnapp
title: Central Luzon Loop 1998-99.xlsx
DOI: 10.7910/dvn/26080/n5dd02
title: Project Details 1998DS and 1999WS.docx
DOI: 10.7910/dvn/26080/wojx6y
title: CENTRAL LUZON LOOP (Scan copy).zip