cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.26188/28319450.v1
title: Correlations Between Differential Item Functioning (DIF) and Item Difficulty in Australia's National Assessment Program Literacy and Numeracy (NAPLAN)

description: Supplementary files for:Dulhunty, M. (2025). <i>An Investigation of the Correlations Between Differential Item Functioning (DIF) and Item Difficulty in Australia’s National Assessment Program – Literacy and Numeracy (NAPLAN)</i>. [Doctoral dissertation, University of Melbourne]. Minerva Access [http://hdl.handle.net/11343/356778].Provided files include datasets containing estimates of Differential Item Functioning (DIF), item difficulty, and correlations between DIF and item difficulty for Australia's National Assessment Program Literacy and Numeracy (NAPLAN). Code examples are also included.Additional information can be found in the included <b>Readme.pdf</b>.
DOI: 10.21227/e60r-y193
title: "AV test suite for R2FA"

description: "The first case study evaluated the Baidu Apollo Open Platform 5.0 using the LGSVL simulator. The second case study tests the BeamNG.AI lane-keeping system, which is the driving agent integrated into the BeamNG.tech simulator. "
DOI: 10.1594/pangaea.855440
title: Mesocosm experiment Cape Verde 2012: Setup

description: Two 7-day mesocosm experiments were conducted in October 2012 at the Instituto Nacional de Desenvolvimento das Pescas (INDP), Mindelo, Cape Verde. Surface water was collected at night before the start of the respective experiment with RV Islândia south of São Vicente (16°44.4'N, 25°09.4'W) and transported to shore using four 600L food safe intermediate bulk containers. Sixteen mesocosm bags were distributed in four flow-through water baths and shaded with blue, transparent lids to approximately 20% of surface irradiation. Mesocosm bags were filled from the containers by gravity, using a submerged hose to minimize bubbles. The accurate volume inside the individual bags was calculated after addition of 1.5 mmol silicate and measuring the resulting silicate concentration. The volume ranged from 105.5 to 145 L. The experimental manipulation comprised addition of different amounts of inorganic N and P. In the first experiment, the P supply was changed at constant N supply in thirteen of the sixteen units, while in the second experiment the N supply was changed at constant P supply in twelve of the sixteen units. In addition to this, “cornerpoints” were chosen that were repeated during both experiments. Four cornerpoints should have been repeated, but setting the nutrient levels in one mesocosm was not succesfull and therefore this mesocosm also was set at the center point conditions. Experimental treatments were evenly distributed between the four water baths. Initial sampling of the mesocosms on day 1 of each run was conducted between 9:45 and 11:30. After nutrient manipulation, sampling was conducted on a daily basis between 09:00 and 10:30 for days 2 to 8.
DOI: 10.34740/kaggle/dsv/12201109
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.1594/pangaea.843322
title: Nitrous oxide from pump-CTD during METEOR cruise M77/3
DOI: 10.1594/pangaea.858489
title: Nitrogen cycle gene abundance of METEOR cruise M91
DOI: 10.15468/dl.hptt7d
title: Occurrence Download

description: A dataset containing 1869 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Colombia, Brazil, Curaçao, Aruba, Trinidad and Tobago, Saint Vincent and the Grenadines, Grenada, Venezuela (Bolivarian Republic of), Guyana)",
 "DatasetKey is one of (Colección de Mamíferos del Instituto de Ciencias Naturales (ICN-MHN-Ma), University of Nebraska State Museum Mammals Collection, Mammal Collection (MHNG-MAMO) of Muséum d'histoire naturelle de la Ville de Genève, Registro de murciélagos del Cañón del Chicamocha, Santander (2013 - 2014), KUBI Mammalogy Collection, Colección de Mamíferos del Instituto de Investigación de Recursos Biológicos Alexander von Humboldt (IAvH-M), AMNH Mammal Collections, Monitoreos trianuales de fauna y flora en el Valle del Cerrejón, La Guajira, NMNH Extant Specimen Records (USNM, US))",
 "OccurrenceStatus is Present",
 "TaxonKey is Glossophaga longirostris Miller, 1898"
 ]
}

 The dataset includes 1869 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053214-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vrjj4x
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CatalogNumber is 105766200",
 "Country is United States of America",
 "Month is September",
 "Year is 2021"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053215-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uqebsa
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Haplochromis gigas (Seehausen & Lippitsch, 1998)",
 "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 ((43.7407 -15.8768,43.6816 -15.9401,46.1382 -15.9401,46.1382 -15.1614,46.0559 -15.2167,45.4781 -15.3105,44.725 -15.7042,43.7407 -15.8768))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053217-250525065834625/datasets/export for details.
DOI: 10.15468/dl.2933pd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Geissorhiza sulphurea Schltr.",
 "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 ((32.064 -28.9416,32.4847 -28.5786,30.5701 -28.5786,30.5701 -30.7329,30.6252 -30.6659,31.4179 -29.4257,31.8178 -29.0299,32.064 -28.9416))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053216-250525065834625/datasets/export for details.
DOI: 10.1594/pangaea.854028
title: Hydrochemistry measured on water bottle samples during the R/V Meteor cruise M96 (May, 2013) across the Tropical North Atlantic

description: The table includes hydrography (salinity, temperature, density, oxygen concentrations) and nutrient (nitrate, nitrite, ammonium, phosphate) measurements from surface waters (upper 200 m) across a 14 °N transect of the Tropical North Atlantic.
DOI: 10.15468/dl.we5q7z
title: Occurrence Download

description: A dataset containing 15512 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Erigeron humilis Graham, Erigeron uniflorus L., Festuca baffinensis Polunin, Festuca richardsonii Hook., Hieracium onosmoides subsp. oreades (Fr.) Murr & Zahn)",
 "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 15512 records from 122 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053220-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mks4qz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Haplochromis gigas (Seehausen & Lippitsch, 1998)",
 "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 ((45.0245 -12.136,44.6652 -11.6088,43.9782 -11.7142,43.8575 -11.1854,43.5561 -10.9013,42.9255 -11.043,42.7331 -11.7654,43.2052 -12.6542,43.4803 -12.8847,44.5705 -12.8806,44.7256 -13.3177,45.1376 -13.5063,45.5464 -13.3432,45.7456 -13.0171,45.7852 -12.6623,45.638 -12.4031,45.0245 -12.136))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053219-250525065834625/datasets/export for details.
DOI: 10.15468/dl.wfvmzc
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Geissorhiza sulphurea Schltr.",
 "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 ((35.5808 -24.13,35.5909 -24.0715,30.5701 -24.0715,30.5701 -28.5786,32.4847 -28.5786,32.55 -28.5222,33.0346 -26.8668,32.9741 -26.7838,33.0415 -26.059,32.9304 -26.0011,32.7994 -26.1281,32.6834 -26.0015,32.813 -25.8728,32.8513 -25.7166,33.3048 -25.3731,35.1489 -24.6699,35.5808 -24.13))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053221-250525065834625/datasets/export for details.
DOI: 10.21227/rbea-5z62
title: "deepFRR"

description: "DeepFRR (Deep Face Retouching Reversal) is a comprehensive dataset designed for face retouching analysis and reversal research. The dataset contains 50,000 high-resolution (1024 \u00d7 1024) facial images, providing a robust foundation for studying face manipulation and restoration techniques. The dataset utilizes Face++ API to apply various retouching operations:Eye EnlargingFace SlimmingSkin WhiteningSkin SmoothingEyebrow ShapingFace ShrinkingRetouching parametersRetouching levels: Adjustable from 0 to 100Professional-grade commercial retouching effectsCustomizable operation combinationsThis dataset is particularly valuable for:Face retouching detectionOriginal image restorationDeep learning model trainingFace manipulation analysis"
DOI: 10.15468/dl.7efn5m
title: Occurrence Download

description: A dataset containing 734 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is one of (India, Nepal)",
 "DatasetKey is one of (iNaturalist Research-grade Observations, Sharing vertebrate occurrence data from camera traps in Asia, Mammal occurrence in Valparai Plateau and Anamalai Tiger Reserve, Tamil Nadu, India (2015-18), India Biodiversity Portal publication grade dataset, Mammal occurrence in rainforest fragments of the Valparai Plateau and Anamalai Tiger Reserve, Western Ghats, India (2005-06), Mammal occurrence records (2020-23) in the Valparai Plateau and Anamalai Tiger Reserve, Western Ghats, India, Global Roadkill Data: a dataset on terrestrial vertebrate mortality caused by collision with vehicles (Opportunistic Records), Mammal occurrence records (2024) in the Valparai Plateau and Anamalai Tiger Reserve, Western Ghats, India)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Panthera pardus (Linnaeus, 1758)",
 "Year 2000-2025"
 ]
}

 The dataset includes 734 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053223-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qze3ta
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CatalogNumber is 33035163",
 "Country is Norway",
 "Month is September",
 "Year is 2023"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053224-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1594/pangaea.884928
title: Nitrogen and carbon fixation rates during METEOR cruise M93
DOI: 10.15468/dl.hz5d6h
title: Occurrence Download

description: A dataset containing 21919 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Canadian Museum of Nature Annelid Collection"
 ]
}

 The dataset includes 21919 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053222-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.1594/pangaea.860732
title: Nitrogen and carbon fixation rates during METEOR cruise M91
DOI: 10.1594/pangaea.867609
title: Iron and Aluminium measured from Go-Flo bottle samples during METEOR cruise M92

description: Iron is an essential element for life on Earth and limits primary production in large parts of the ocean. Oxygen-free continental margin sediments represent an important source of bioavailable iron to the ocean, yet little of the iron released from the seabed reaches the productive sea surface. Even in the anoxic water of oxygen minimum zones, where iron solubility should be enhanced, most of the iron is rapidly re-precipitated. To constrain the mechanism(s) of iron removal in anoxic ocean regions we explored the sediment and water in the oxygen minimum zone off Peru. During our sampling campaign the water column featured two distinct redox boundaries separating oxic from nitrate-reducing (i.e., nitrogenous) water and nitrogenous from weakly sulfidic water. The sulfidic water mass in contact with the shelf sediment contained elevated iron concentrations &gt;300 nM. At the boundary between sulfidic and nitrogenous conditions, iron concentrations dropped sharply to &lt;20 nM coincident with a maximum in particulate iron concentration. Within the iron gradient, we found an increased expression of the key functional marker gene for nitrate reduction (narG). Part of this upregulation was related to the activity of known iron-oxidizing bacteria. Collectively, our data suggest that iron oxidation and removal is induced by nitrate-reducing microbes, either enzymatically through anaerobic iron oxidation or by providing nitrite for an abiotic reaction. Given the important role that iron plays in nitrogen fixation, photosynthesis and respiration, nitrate-dependent iron oxidation likely represents a key-link between the marine biogeochemical cycles of nitrogen, oxygen and carbon.
description: Supplement to: Scholz, Florian; Löscher, Carolin Regina; Fiskal, Annika; Sommer, Stefan; Hensen, Christian; Lomnitz, Ulrike; Wuttig, Kathrin; Göttlicher, Jörg; Kossel, Elke; Steininger, F F; Canfield, Donald E (2016): Nitrate-dependent iron oxidation limits iron transport in anoxic ocean regions. Earth and Planetary Science Letters, 454, 272-281
DOI: 10.1594/pangaea.775074
title: Hydrochemistry and molecular biology during Maria S. Merian cruise MSM10/1

description: Nutrients (F. Malien). Status - final. S Plus - up to date. Samples frozen to -20C and measured at the lab in Kiel -January 15-20/2009,All nutrient values flagged questionable. very large scatter in the data. In addition about 1/4 of the bottles were broken in the transport although these don't seem to be any worse than the other samples,O2 (K. Stange). Status - final. Precision estimated to 0.4 umol/kg from 82 replicate measurements, O2 The standard solution for the titration was found to be accurate to better than 0.27% based on comparison to two independent reference materials from WAKO inc. (USA) and Bjerknes Center in Bergen, Oxygen concentrations in deep water samples are consistent to GLODAP and CARINA databases as well as more recent data to within 1.3%.
DOI: 10.1594/pangaea.974452
title: Planktonic foraminifera faunal data and derived sea-surface temperatures for the Marine Isotope Stage (MIS) 18 to MIS 28 interval of IODP Site 339-U1387, Gulf of Cadiz
DOI: 10.1594/pangaea.974465
title: Planktonic foraminifera G. truncatulinoides coiling direction data for the Marine Isotope Stage (MIS) 18 to MIS 28 interval of IODP Site 339-U1387, Gulf of Cadiz
DOI: 10.1594/pangaea.974466
title: Planktonic foraminifera G. bulloides oxygen isotope data for the Marine Isotope Stage (MIS) 18 to MIS 28 interval of IODP Site 339-U1387, Gulf of Cadiz
DOI: 10.1594/pangaea.974468
title: Alkenone ratio and related sea-surface temperatures for the Marine Isotope Stage (MIS) 18 to MIS 28 interval of IODP Site 339-U1387, Gulf of Cadiz
DOI: 10.1594/pangaea.974469
title: Age model control points for the Marine Isotope Stage (MIS) 18 to MIS 28 interval of IODP Site 339-U1387, Gulf of Cadiz
DOI: 10.15468/dl.s79qfn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Haplochromis gigas (Seehausen & Lippitsch, 1998)",
 "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 ((40.2507 -7.283,40.3593 -6.9401,37.1382 -6.9401,37.1382 -15.9401,40.833 -15.9401,41.2799 -15.1437,41.3393 -14.5415,41.0746 -13.7303,41.0605 -13.1401,41.2083 -10.8702,40.8137 -10.0044,40.2891 -9.7011,40.0279 -8.7703,40.4084 -7.7006,40.2507 -7.283))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053225-250525065834625/datasets/export for details.
DOI: 10.15468/dl.hhy4dt
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Geissorhiza sulphurea Schltr.",
 "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 ((31.8862 -21.3285,30.5701 -20.3186,30.5701 -24.0715,35.5909 -24.0715,35.6007 -24.0157,35.6007 -23.8125,35.4969 -23.7035,35.6007 -23.165,35.6007 -22.9702,35.227 -22.2482,34.6862 -21.6944,34.013 -21.3095,33.5 -21.1593,32.9675 -21.1092,32.4352 -21.1612,31.8862 -21.3285))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053226-250525065834625/datasets/export for details.
DOI: 10.15468/dl.57rqmy
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Geissorhiza sulphurea Schltr.",
 "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 ((27.1586 -33.5889,28.2048 -32.9007,25.5395 -32.9007,25.5395 -34.1098,25.6468 -34.1222,25.7787 -34.0734,25.7098 -33.9109,25.8639 -33.797,26.4806 -33.8473,27.1586 -33.5889))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053228-250525065834625/datasets/export for details.
DOI: 10.15468/dl.jwb5kh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Haplochromis gigas (Seehausen & Lippitsch, 1998)",
 "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 ((45.7252 -9.5538,46.1382 -10.1057,46.1382 -8.8989,45.8555 -9.026,45.7252 -9.5538))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053227-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.15193579
title: Generation Z's Role in Responsible Digital Consumption and Sustainable E-Commerce Growth

description: Purchase decisions play a crucial role as they represent the culmination of all marketing strategies that lead consumers to take action. Understanding these decisions enables companies to connect more effectively with their customers, enhance profitability, and maintain competitiveness. This study aims to identify the factors influencing the purchasing decisions of Generation Z in Jakarta when buying personal care and beauty products promoted through the TikTok Shop platform. Using a quantitative approach, data were collected through structured questionnaires from 138 Generation Z respondents and analyzed using SPSS version 25. Descriptive and inferential analyses reveal that price, perceived ease of use, information accuracy, and data security all have a significant and positive influence on purchase decisions, with price emerging as the most dominant factor. The study also finds that Generation Z values credible information and secure digital environments, which play a pivotal role in shaping their trust and willingness to transact online. These findings underscore the strategic importance of building trustworthy, user-friendly, and value-driven digital commerce platforms. The study’s implications align with Sustainable Development Goal (SDG) 12 on Responsible Consumption and Production, highlighting that informed and secure digital consumer behavior is essential for fostering ethical, transparent, and sustainable e-commerce ecosystems.
DOI: 10.5281/zenodo.15678977
title: Generation Z's Role in Responsible Digital Consumption and Sustainable E-Commerce Growth

description: Purchase decisions play a crucial role as they represent the culmination of all marketing strategies that lead consumers to take action. Understanding these decisions enables companies to connect more effectively with their customers, enhance profitability, and maintain competitiveness. This study aims to identify the factors influencing the purchasing decisions of Generation Z in Jakarta when buying personal care and beauty products promoted through the TikTok Shop platform. Using a quantitative approach, data were collected through structured questionnaires from 138 Generation Z respondents and analyzed using SPSS version 25. Descriptive and inferential analyses reveal that price, perceived ease of use, information accuracy, and data security all have a significant and positive influence on purchase decisions, with price emerging as the most dominant factor. The study also finds that Generation Z values credible information and secure digital environments, which play a pivotal role in shaping their trust and willingness to transact online. These findings underscore the strategic importance of building trustworthy, user-friendly, and value-driven digital commerce platforms. The study’s implications align with Sustainable Development Goal (SDG) 12 on Responsible Consumption and Production, highlighting that informed and secure digital consumer behavior is essential for fostering ethical, transparent, and sustainable e-commerce ecosystems.