cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.mv39xg
title: Occurrence Download

description: A dataset containing 487 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Sphaerodactylus nicholsi Grant, 1931"
 ]
}

 The dataset includes 487 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0086766-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rfubva
title: Occurrence Download

description: A dataset containing 143544985 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Machine Observation, Observation)",
 "Issue is one of (Coordinate rounded, Geodetic datum assumed WGS84, Coordinate reprojected, Coordinate reprojection failed, Coordinate accuracy invalid, Coordinate precision invalid, Coordinate uncertainty meters invalid, Coordinate precision/uncertainty mismatch, Footprint SRS invalid, Footprint WKT mismatch, Footprint WKT invalid, Country derived from coordinates, Continent coordinate mismatch, Continent country mismatch, Continent derived from country, Continent derived from coordinates, Taxon match fuzzy, Taxon match higher rank, Taxon match aggregate, The scientific name ID was not used in backbone matching, The taxon concept ID was not used in backbone matching, The taxon ID was not used in backbone matching, The scientific name ID was not found in the checklist, The taxon concept ID was not found in the checklist, The taxon ID was not found in the checklist, Taxon match none, The backbone match found using the taxon IDs differs from what would be found if using the scientific names , Depth not metric, Depth unlikely, Depth min max swapped, Depth non numeric, Elevation unlikely, Elevation min max swapped, Elevation not metric, Elevation non numeric, Modified date invalid, Modified date unlikely, Identified date unlikely, Basis of record invalid, Type status invalid, Multimedia date invalid, Multimedia URI invalid, Error during interpretation, Individual count invalid, Individual count conflicts with occurrence status, Occurrence status unparsable, Occurrence status inferred from individual count, ccurrence status inferred from basis of record, Georeferenced date unlikely, Georeferenced date invalid, Ambiguous institution, Ambiguous collection, Institution match none, Collection match none, Institution match fuzzy, Collection match fuzzy, Institution collection mismatch, Possibly on loan, Different owner institution)",
 "License is one of (CC0 1.0, CC-BY 4.0, CC-BY-NC 4.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Insecta"
 ]
}

 The dataset includes 143544985 records from 7884 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038337-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zc5qyx
title: Occurrence Download

description: A dataset containing 474 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Moxostoma carinatum)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 474 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003454-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5523/bris.175qcas2i3f5b2ej84hgz11p5u
title: Gaze Correlates of Value-Based Decision Making in Nature and Urban Scenes

description: Value-based decisions unfold over time through interactions between gaze and preference. Yet, how these aspects interact in the context of environment-related decisions, particularly when individuals are asked to directly compare nature and urban scenes for their likeability, remains unclear. Drawing on the attentional drift diffusion model (aDDM), this study examined whether visual attention and environmental preferences reflect intrinsic differences between scene types or emerge from individual valuation processes. Participants completed a two-alternative forced choice task in which they selected their preferred image from pairs of nature and urban scenes while eye movements were recorded. Files contain gaze metrics including first saccade direction, fixation count, and fixation duration alongside likeability ratings.
DOI: 10.21954/ou.rd.30084880
title: Supplementary materials for PhD thesis - 'An integrated metamorphic and isotopic study of crustal extrusion along the Main Central Thrust, Sikkim Himalaya'

description: This dataset comprises the files contained on a CD-ROM which was attached to the thesis when it was submitted in 2014. It was uploaded to ORDO in 2025 for preservation purposes. For more information, please refer to the thesis “An integrated metamorphic and isotopic study of crustal extrusion along the Main Central Thrust, Sikkim Himalaya” via ORO.AbstractMountains form where the Earth's plates collide; during this upheaval rocks are deformed by massive forces. The Himalayan orogen represents the ideal natural laboratory to decode the record of the deformational processes encrypted in the rocks. In the eastern region of Sikkim, a unique series of 'time windows' are exposed by doming of a major ductile fault, revealing the inner workings of one of the major mountain-building structures that accommodated the India-Asia collision.The temporal and thermal evolution of the complex zone of deformation associated with this structure, the Main Central Thrust (MCT), was investigated using a combination of whole rock geochemistry (εNd), geochronology (U-Pb and 40Ar/39Ar), accessory and major phase geochemistry, and pressure-temperature modelling.The results demonstrate that: (1) isotope geochemistry can distinguish rock packages that have been juxtaposed over many hundreds of kilometres in complex ductile shear zones; (2) during prolonged ductile deformation of the MCT zone from ~21-9 Ma there was progressively downwards-penetrating deformation and accretion of colder original footwall material to the hotter hanging wall; (3) the associated zone of inverted Barrovian metamorphism documents a sequence of 'paleo-thrusts' that evolved as the thrust-zone deformed rocks at successively lower pressure and temperature conditions (&lt;500 to &gt;650°C and 8 to 10 kbar); (4) during the Miocene thrusting progressed at a rate of ~10 mm yr -1, followed by moderately rapid cooling at a rate of ~50-70°C Ma -1. These findings are consistent with a tectonic model where rocks were accreted to a partially-molten mid-crustal channel of ductilely deforming material along the MCT.This study provides new insight into how deformation is accommodated along major thrust faults during mountain building and has implications for how geological tools such as linked geochronology-geochemistry and P-T modelling are used to aid the interpretation of rock deformation in the cores of evolving mountain belts.
DOI: 10.21954/ou.rd.30084880.v1
title: Supplementary materials for PhD thesis - 'An integrated metamorphic and isotopic study of crustal extrusion along the Main Central Thrust, Sikkim Himalaya'

description: This dataset comprises the files contained on a CD-ROM which was attached to the thesis when it was submitted in 2014. It was uploaded to ORDO in 2025 for preservation purposes. For more information, please refer to the thesis “An integrated metamorphic and isotopic study of crustal extrusion along the Main Central Thrust, Sikkim Himalaya” via ORO.AbstractMountains form where the Earth's plates collide; during this upheaval rocks are deformed by massive forces. The Himalayan orogen represents the ideal natural laboratory to decode the record of the deformational processes encrypted in the rocks. In the eastern region of Sikkim, a unique series of 'time windows' are exposed by doming of a major ductile fault, revealing the inner workings of one of the major mountain-building structures that accommodated the India-Asia collision.The temporal and thermal evolution of the complex zone of deformation associated with this structure, the Main Central Thrust (MCT), was investigated using a combination of whole rock geochemistry (εNd), geochronology (U-Pb and 40Ar/39Ar), accessory and major phase geochemistry, and pressure-temperature modelling.The results demonstrate that: (1) isotope geochemistry can distinguish rock packages that have been juxtaposed over many hundreds of kilometres in complex ductile shear zones; (2) during prolonged ductile deformation of the MCT zone from ~21-9 Ma there was progressively downwards-penetrating deformation and accretion of colder original footwall material to the hotter hanging wall; (3) the associated zone of inverted Barrovian metamorphism documents a sequence of 'paleo-thrusts' that evolved as the thrust-zone deformed rocks at successively lower pressure and temperature conditions (&lt;500 to &gt;650°C and 8 to 10 kbar); (4) during the Miocene thrusting progressed at a rate of ~10 mm yr -1, followed by moderately rapid cooling at a rate of ~50-70°C Ma -1. These findings are consistent with a tectonic model where rocks were accreted to a partially-molten mid-crustal channel of ductilely deforming material along the MCT.This study provides new insight into how deformation is accommodated along major thrust faults during mountain building and has implications for how geological tools such as linked geochronology-geochemistry and P-T modelling are used to aid the interpretation of rock deformation in the cores of evolving mountain belts.
DOI: 10.15468/dl.ahk5au
title: Occurrence Download

description: A dataset containing 5588756 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Vireo olivaceus)",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 5588756 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003395-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25824/redu/uyr7b5
title: Exploração sensorial e perceptiva do chocolate Ruby: uma nova fronteira no paladar brasileiro

description: Os dados obtidos nessa Dissertação de Mestrado foram realizados em 3 etapas, sendo elas: 1ª) Grupo focal - Buscou compreender as primeiras impressões, percepções e dúvidas dos consumidores brasileiros em relação ao chocolate ruby. Os dados são qualitativos e exploratórios e foram avaliados por meio de análise de conteúdo. 2ª) Testes sensoriais com chocolate ruby - Os testes verificaram a influência dos formatos do chocolate ruby nas suas percepções sensoriais. Os dados são quantitativos e foram avaliados por meio de análises estatísticas. 3ª) Testes sensoriais com chocolate ruby e chocolate ao leite - Esses testes verificaram a aceitação sensorial do chocolate ruby em comparação ao chocolate ao leite por meio de testes sensoriais. Além disso, também foi investigado se diferentes cores de embalagem influenciavam na aceitabilidade dos chocolates e nas experiências sensoriais dos participantes. Os dados são quantitativos e foram avaliados por meio de análises estatísticas. Por questões éticas (os participantes da pesquisa ainda serão anonimizados em todos os dados) e legais (proteção intelectual), serão disponibilizados no momento apenas os metadados. Posteriormente, os dados completos serão depositados no REDU.
DOI: 10.34740/kaggle/dsv/13066306
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.h3amcs
title: Occurrence Download

description: A dataset containing 2726 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhododendron arboreum"
 ]
}

 The dataset includes 2726 records from 109 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003455-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21954/ou.rd.30085033.v1
title: Supplementary materials for PhD thesis - 'Collisional and structural properties of water ice in planet-forming regions'

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  “Collisional and structural properties of water ice in planet-forming regions” via ORO. AbstractWith the number of detected exoplanets standing at close to 2000, it seems that planets are ubiquitous throughout the universe. However, the processes leading to their formation are not well understood. It is widely accepted that planets form by dust aggregation from the material of protoplanetary disks, with micron-sized particles sticking together by van der Waals forces and kilometre-sized particles sticking together due to gravity. The process of growth between millimetre and kilometre sizes is yet to be explained, despite decades of research studying the collisions of silicate dust particles which form the main component of protoplanetary dust. However, the water ice that is present in the outer regions of protoplanetary disks has so far received less consideration.<br><br>In this thesis, the collisional and structural properties of ices analogous to those in planet-forming regions were studied experimentally. Low velocity collisions of millimetre and centimetre-sized crystalline ice particles (both pure water and ice composed of pure water and water containing 5% methanol or formic acid) were investigated using a dedicated experimental set up for use on board parabolic flights. The porosity and pore collapse of amorphous solid water (ASW) grown at a variety of temperatures was investigated using neutron scattering.<br><br>The results presented in this thesis show that crystalline water ice particles do not stick at relevant collision velocities, casting doubt on their ability to enhance planet formation by particle adhesion. However, the results of the neutron scattering experiments suggest that ASW is likely to remain porous at temperatures below 121 K, which may increase the likelihood of particle sticking. Sticking may also be enhanced by ice restructuring during pore collapse. The results of the experiments growing ASW at temperatures below 77 K show that these ices have different porosities, but further work is needed to fully characterise this.
DOI: 10.15468/dl.49yvjv
title: Occurrence Download

description: A dataset containing 561 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Eudyptes moseleyi)"
 ]
}

 The dataset includes 561 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003456-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xg5zrs
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003459-250914085247600/datasets/export for details.
DOI: 10.15468/dl.29wu66
title: Occurrence Download

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

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003457-250914085247600/datasets/export for details.
DOI: 10.48366/r1471782
title: XAI Techniques for Android Malware Studies

description: This study provides a comparative overview of Android malware research works using explainable AI to improve decision making
DOI: 10.15468/dl.9ak4vu
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Phthorimaea operculella",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003458-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ujbt4f
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Vireo olivaceus)",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003460-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17028/rd.lboro.30127525
title: Supplementary information files for "Bridging cognitive neuroscience and education: Insights from EEG recording during mathematical proof evaluation"

description: Supplementary information files for "Bridging cognitive neuroscience and education: Insights from EEG recording during mathematical proof evaluation"<br><br><b>Background</b>: Much of modern mathematics education prioritizes symbolic formalism even at the expense of non-symbolic intuition, we contextualize our study in the ongoing debates on the balance between symbolic and non-symbolic reasoning. We explore the dissociation of oscillatory dynamics between algebraic (symbolic) and geometric (non-symbolic) processing in advanced mathematical reasoning during a naturalistic design.<br><b>Method</b>: Employing mobile EEG technology, we investigated students' beta and gamma wave patterns over frontal and parietal regions while they engaged with mathematical demonstrations in symbolic and non-symbolic formats within a tutor-student framework. We used extended, naturalistic stimuli to approximate an authentic educational setting.<b>Conclusion</b>: Our findings reveal nuanced distinctions in neural processing, particularly in terms of gamma waves and activity in parietal regions. Furthermore, no clear overall format preference emerged from the neuroscientific perspective despite students rating symbolic demonstrations higher for understanding and familiarity.<br><br>© The Author(s), CC BY 4.0
DOI: 10.17028/rd.lboro.30127525.v1
title: Supplementary information files for "Bridging cognitive neuroscience and education: Insights from EEG recording during mathematical proof evaluation"

description: Supplementary information files for "Bridging cognitive neuroscience and education: Insights from EEG recording during mathematical proof evaluation"<br><br><b>Background</b>: Much of modern mathematics education prioritizes symbolic formalism even at the expense of non-symbolic intuition, we contextualize our study in the ongoing debates on the balance between symbolic and non-symbolic reasoning. We explore the dissociation of oscillatory dynamics between algebraic (symbolic) and geometric (non-symbolic) processing in advanced mathematical reasoning during a naturalistic design.<br><b>Method</b>: Employing mobile EEG technology, we investigated students' beta and gamma wave patterns over frontal and parietal regions while they engaged with mathematical demonstrations in symbolic and non-symbolic formats within a tutor-student framework. We used extended, naturalistic stimuli to approximate an authentic educational setting.<b>Conclusion</b>: Our findings reveal nuanced distinctions in neural processing, particularly in terms of gamma waves and activity in parietal regions. Furthermore, no clear overall format preference emerged from the neuroscientific perspective despite students rating symbolic demonstrations higher for understanding and familiarity.<br><br>© The Author(s), CC BY 4.0
DOI: 10.15468/dl.m9t25j
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Rhynchodoras woodsi)",
 "BasisOfRecord is one of (Specimen, Literature Occurrence, Human Observation, Observation)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1991",
 "Year is less than or equal to 2025"
 ]
}

 The dataset includes 43 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003461-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.86uz4k
title: Occurrence Download

description: A dataset containing 13 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ayenia klugii"
 ]
}

 The dataset includes 13 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003462-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5284/1090383
title: Data from a Review of Macroscopic Plant Remains from the Midland Counties

description: This collection comprises spreadsheet data from a Historic England funded project which aimed to summarise and disseminate the current extent of knowledge of archaeobotanical remains within the midland counties of England.