cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10473001
title: IceBox Park - RGB (October 7, 2023)

description: This orthomosaic of the Ice Box Park, Palau was created from 333 images taken on October 8 2023, at 850 ft AGL, with a DJI P1 Sensor mounted to a DJI Matrice 350 UAV. The mission was planned using the DJI Pilot application and post-processed using DroneDeploy.

This project was made possible through funding by the following grant(s): NASA Guam EPSCoR (80NSSC22M0052), NASA Guam Space Grant (80NSSC20M0039 / UH Subaward: MA1550), and PI-CASC (G19AC00087)."
description: Disclaimer: The following aerial imagery is intended solely for research purposes related to the assessment of the captured area. It is strictly prohibited to distribute this imagery to any unauthorized individuals or third-party entities without prior authorization.The University of Guam Drone Corps funded by NASA Guam Space Grant and NASA Guam EPSCoR retain all rights to the aerial imagery, including but not limited to copyrights and intellectual property rights. Any unauthorized modification, reproduction, or distribution of the imagery is strictly prohibited.By using this data, you acknowledge and agree to abide by the terms and conditions set forth in this disclaimer. Privacy Disclaimer: The aerial imagery captured for assessment may inadvertently include images of private property and individuals. While every effort has been made to respect privacy, it is possible that identifiable information or sensitive locations may be visible in the imagery. University of Guam Drone Corps and related parties disclaim any responsibility for the unintentional collection or dissemination of such information. The recipient(s) of this imagery are urged to handle it with due care and take necessary precautions to protect the privacy rights of individuals and comply with applicable privacy laws and regulations.
DOI: 10.5281/zenodo.10521073
title: Pago Bay Seagrasses - RGB (May 12, 2022)

description: This orthomosaic of a seagrass site in Pago Bay, Guam was created from 299 images taken on May 12 2022, at 400 ft AGL, with a DJI P1 Sensor mounted to a DJI Matrice 300 UAV. The mission was planned using the UgCS application and post-processed using DroneDeploy. 

This project was made possible through funding by the following grant(s): NASA Guam EPSCoR (80NSSC22M0052), NASA Guam Space Grant (80NSSC20M0039 / UH Subaward: MA1550), and PI-CASC (G19AC00087)."
description: Disclaimer: The following aerial imagery is intended solely for research purposes related to the assessment of the captured area. It is strictly prohibited to distribute this imagery to any unauthorized individuals or third-party entities without prior authorization.The University of Guam Drone Corps funded by NASA Guam Space Grant and NASA Guam EPSCoR retain all rights to the aerial imagery, including but not limited to copyrights and intellectual property rights. Any unauthorized modification, reproduction, or distribution of the imagery is strictly prohibited.By using this data, you acknowledge and agree to abide by the terms and conditions set forth in this disclaimer. Privacy Disclaimer: The aerial imagery captured for assessment may inadvertently include images of private property and individuals. While every effort has been made to respect privacy, it is possible that identifiable information or sensitive locations may be visible in the imagery. University of Guam Drone Corps and related parties disclaim any responsibility for the unintentional collection or dissemination of such information. The recipient(s) of this imagery are urged to handle it with due care and take necessary precautions to protect the privacy rights of individuals and comply with applicable privacy laws and regulations.
DOI: 10.5281/zenodo.10521072
title: Pago Bay Seagrasses - RGB (May 12, 2022)

description: This orthomosaic of a seagrass site in Pago Bay, Guam was created from 299 images taken on May 12 2022, at 400 ft AGL, with a DJI P1 Sensor mounted to a DJI Matrice 300 UAV. The mission was planned using the UgCS application and post-processed using DroneDeploy. 

This project was made possible through funding by the following grant(s): NASA Guam EPSCoR (80NSSC22M0052), NASA Guam Space Grant (80NSSC20M0039 / UH Subaward: MA1550), and PI-CASC (G19AC00087)."
description: Disclaimer: The following aerial imagery is intended solely for research purposes related to the assessment of the captured area. It is strictly prohibited to distribute this imagery to any unauthorized individuals or third-party entities without prior authorization.The University of Guam Drone Corps funded by NASA Guam Space Grant and NASA Guam EPSCoR retain all rights to the aerial imagery, including but not limited to copyrights and intellectual property rights. Any unauthorized modification, reproduction, or distribution of the imagery is strictly prohibited.By using this data, you acknowledge and agree to abide by the terms and conditions set forth in this disclaimer. Privacy Disclaimer: The aerial imagery captured for assessment may inadvertently include images of private property and individuals. While every effort has been made to respect privacy, it is possible that identifiable information or sensitive locations may be visible in the imagery. University of Guam Drone Corps and related parties disclaim any responsibility for the unintentional collection or dissemination of such information. The recipient(s) of this imagery are urged to handle it with due care and take necessary precautions to protect the privacy rights of individuals and comply with applicable privacy laws and regulations.
DOI: 10.15468/dl.njdk6w
title: Occurrence Download

description: A dataset containing 535 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhododendron adenogynum"
 ]
}

 The dataset includes 535 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000165-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mkbcyd
title: Occurrence Download

description: A dataset containing 1355086 species occurrences available in GBIF matching the query:
{
 "and" : [
 "IucnRedListCategory is one of (CR, EN, VU)",
 "TaxonKey is Insecta",
 "Year 2010-2025"
 ]
}

 The dataset includes 1355086 records from 2287 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000123-250914085247600/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n795un
title: Occurrence Download

description: A dataset containing 83067 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Material sample, Material citation, Human Observation, Specimen, Living Specimen, Occurrence evidence)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Typha angustifolia L."
 ]
}

 The dataset includes 83067 records from 816 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014751-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wu5ce9
title: Occurrence Download

description: A dataset containing 132 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Taxonus Hartig, 1837",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 132 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0322247-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7h2asm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Paracharactus MacGillivray, 1908",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0322196-210914110416597/datasets/export for details.
DOI: 10.15468/dl.bszn3p
title: Occurrence Download

description: A dataset containing 7321 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is COL.29.10_1",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 7321 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0204698-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zt36jg
title: Occurrence Download

description: A dataset containing 247 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Dinizia excelsa Ducke"
 ]
}

 The dataset includes 247 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014747-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8x2478
title: Occurrence Download

description: A dataset containing 37739091 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Belgium)",
 "BasisOfRecord is one of (Observation, Human Observation, Material sample, Literature Occurrence, Specimen, Unknown evidence, Machine Observation)",
 "Year is greater than or equal to 1000",
 "Year is less than or equal to 2022",
 "HasCoordinate is true"
 ]
}

 The dataset includes 37739091 records from 457 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0164684-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jtqmhy
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Labeobarbus varicostoma (Boulenger, 1910)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0322222-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8egvp2
title: Occurrence Download

description: A dataset containing 505 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "MediaType is Image",
 "TaxonKey is Lonicera flava Sims"
 ]
}

 The dataset includes 505 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014742-230828120925497/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.84asb2
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Coptodon coffea (Thys van den Audenaerde, 1970)"
 ]
}

 The dataset includes 4 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0322233-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cssxe6
title: Occurrence Download

description: A dataset containing 3141 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CollectionCode is one of (kew, K, RBG, Royal botanical gardens, Royal Botanical Gardens, kew)",
 "TaxonKey is Mimosa L."
 ]
}

 The dataset includes 3141 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001263-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yhqdae
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Brazil",
 "Geometry POLYGON((-55.21729 -27.09948,-46.86768 -27.09948,-46.86768 -21.45435,-55.21729 -21.45435,-55.21729 -27.09948))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Taraba major (Vieillot, 1816)"
 ]
}

 The dataset includes 10 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0204682-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9mrhwn
title: Occurrence Download

description: A dataset containing 3014 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thevetia L."
 ]
}

 The dataset includes 3014 records from 185 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0200654-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rsamss
title: Occurrence Download

description: A dataset containing 41461 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Material sample, Material citation, Specimen, Living Specimen, Occurrence evidence)",
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "TaxonKey is Phellinus chrysoloma",
 "Year 2000-2024"
 ]
}

 The dataset includes 41461 records from 61 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060059-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17662080
title: JEUX Interviews and Reflections Teachers

description: The data set was collected during and after two creative-writing workshops organised by the JEUX project (University of Oslo). It includes video and audio-recordings of the teachers (1) in a group setting during the workshop and (2) and in an individual interview after the workshops, reflecting on the game play, as well as the transcriptions of these recordings. The data is organised into subsets for the workshops (group reflection) and for each participant (interviews). The total number of participants was 8.

Dates:                   The data was collected between 10 October 2024 and 21 November 2024.
DOI: 10.5281/zenodo.17662079
title: JEUX Interviews and Reflections Teachers

description: The data set was collected during and after two creative-writing workshops organised by the JEUX project (University of Oslo). It includes video and audio-recordings of the teachers (1) in a group setting during the workshop and (2) and in an individual interview after the workshops, reflecting on the game play, as well as the transcriptions of these recordings. The data is organised into subsets for the workshops (group reflection) and for each participant (interviews). The total number of participants was 8.

Dates:                   The data was collected between 10 October 2024 and 21 November 2024.
DOI: 10.5281/zenodo.17984546
title: G-MaTT: A Unified Geometric Theory of Spacetime, Forces, Masses, Dark Matter, and Dark Energy from a Single Primordial Torsion Field

description: Abstract  Generalized Mass as Twisted Time (G-MaTT) is a unification programme in which one single pre-geometric potential \(\mathcal{M}_\mu\) gives rise to spacetime, gauge interactions, all fermion masses (charged and neutral), dark matter, and dark energy through phase evolution (time) and emergent torsion (mass) alone. No extra dimensions, no new particles, no free parameters beyond the measured fine-structure constant α ≈ 1/137 are introduced. This paper presents the complete current status of the theory: six independent Zenodo preprints (2025) that together derive  spacetime and gravity,  the value of α,  dark matter as a velocity coherence threshold,  dark energy from infinite torsion-time interference,  the entire charged and neutral fermion mass spectrum from twistor phase-manifold volumes and phase defects,  large-scale cosmic structure (voids, filaments, clusters) as the frozen imprint of torsional swing, spin, and twist at initiation.  

All predictions are consistent with observation; several are testable by near-future experiments (Euclid, CMB-S4, DUNE, Project 8). G-MaTT realises Einstein’s vision of a purely geometric universe using only the internal phase structure of a single pre-geometric field.
DOI: 10.5281/zenodo.17984547
title: G-MaTT: A Unified Geometric Theory of Spacetime, Forces, Masses, Dark Matter, and Dark Energy from a Single Primordial Torsion Field

description: Abstract  Generalized Mass as Twisted Time (G-MaTT) is a unification programme in which one single pre-geometric potential \(\mathcal{M}_\mu\) gives rise to spacetime, gauge interactions, all fermion masses (charged and neutral), dark matter, and dark energy through phase evolution (time) and emergent torsion (mass) alone. No extra dimensions, no new particles, no free parameters beyond the measured fine-structure constant α ≈ 1/137 are introduced. This paper presents the complete current status of the theory: six independent Zenodo preprints (2025) that together derive  spacetime and gravity,  the value of α,  dark matter as a velocity coherence threshold,  dark energy from infinite torsion-time interference,  the entire charged and neutral fermion mass spectrum from twistor phase-manifold volumes and phase defects,  large-scale cosmic structure (voids, filaments, clusters) as the frozen imprint of torsional swing, spin, and twist at initiation.  

All predictions are consistent with observation; several are testable by near-future experiments (Euclid, CMB-S4, DUNE, Project 8). G-MaTT realises Einstein’s vision of a purely geometric universe using only the internal phase structure of a single pre-geometric field.
DOI: 10.15468/dl.brbhpa
title: Occurrence Download

description: A dataset containing 25912 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Human Observation, Material sample, Material citation, Specimen, Living Specimen, Occurrence evidence)",
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "TaxonKey is Phleum phleoides",
 "Year 2000-2024"
 ]
}

 The dataset includes 25912 records from 519 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0060060-251120083545085/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.28473124
title: Disruptions in lexical and speech entrainment: Multidimensional insights from English school-age late talkers

description: Late talkers, despite achieving normal language test scores by age five, often face enduring conversational challenges. This study examines whether school-age children identified as late talkers at 24 months show persistent disruptions in speech and lexical entrainment. We analysed spontaneous conversational samples from 36 late talkers and 37 typically developing five-year-olds, examining lexical entrainment patterns in high-frequency, hedge, and affirmative cue words and speech entrainment of 412 acoustic features (rhythmic, articulatory, and phonatory dimensions). Perceptual conversational quality scores were provided by raters, while cross-recurrence quantification analysis measured speech entrainment patterns. Sham conversations and machine learning identified key predictors distinguishing late talkers from controls. Our results revealed that late talkers perceptually exhibited lower conversational quality. Late talkers showed significantly lower lexical entrainment in high-frequency words but comparable use of hedge words and increased use of affirmative cue words. In speech entrainment, late talkers exhibited intermittent rather than consistent entrainment. They also exhibited more frequent but less complex speech entrainment, showing repetitive interaction patterns. Notably, late-talking children exhibited marked rigidity in articulation and reduced complexity, intermittent rhythmic entrainment, and weaker phonatory control. Finally, seven unique feature-measure matrices in late talkers, reflecting articulation and phonation stability and complexity, were significantly associated with poor conversational quality in this group. Within the framework of the Interactive Alignment Model, these findings underscore persistent disruptions in automatic entrainment processes among late talkers, contributing to reduced conversational quality.
DOI: 10.6084/m9.figshare.28473124.v1
title: Disruptions in lexical and speech entrainment: Multidimensional insights from English school-age late talkers

description: Late talkers, despite achieving normal language test scores by age five, often face enduring conversational challenges. This study examines whether school-age children identified as late talkers at 24 months show persistent disruptions in speech and lexical entrainment. We analysed spontaneous conversational samples from 36 late talkers and 37 typically developing five-year-olds, examining lexical entrainment patterns in high-frequency, hedge, and affirmative cue words and speech entrainment of 412 acoustic features (rhythmic, articulatory, and phonatory dimensions). Perceptual conversational quality scores were provided by raters, while cross-recurrence quantification analysis measured speech entrainment patterns. Sham conversations and machine learning identified key predictors distinguishing late talkers from controls. Our results revealed that late talkers perceptually exhibited lower conversational quality. Late talkers showed significantly lower lexical entrainment in high-frequency words but comparable use of hedge words and increased use of affirmative cue words. In speech entrainment, late talkers exhibited intermittent rather than consistent entrainment. They also exhibited more frequent but less complex speech entrainment, showing repetitive interaction patterns. Notably, late-talking children exhibited marked rigidity in articulation and reduced complexity, intermittent rhythmic entrainment, and weaker phonatory control. Finally, seven unique feature-measure matrices in late talkers, reflecting articulation and phonation stability and complexity, were significantly associated with poor conversational quality in this group. Within the framework of the Interactive Alignment Model, these findings underscore persistent disruptions in automatic entrainment processes among late talkers, contributing to reduced conversational quality.