cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.31409892
title: Supplementary materials for Barrahmoune et al. 2026 (Unequal Geographies and Socio-Demographic Challenges in Resource Nexus Research: A Systematic Review)

description: Supplementary material (Excel files for the literature search strategy and summary matrix) for the work “Unequal Geographies and Socio-Demographic Challenges in Resource Nexus Research: A Systematic Review.”
DOI: 10.6084/m9.figshare.31409892.v1
title: Supplementary materials for Barrahmoune et al. 2026 (Unequal Geographies and Socio-Demographic Challenges in Resource Nexus Research: A Systematic Review)

description: Supplementary material (Excel files for the literature search strategy and summary matrix) for the work “Unequal Geographies and Socio-Demographic Challenges in Resource Nexus Research: A Systematic Review.”
DOI: 10.5281/zenodo.18771165
title: AquaScan-1K Side Scan Sonar Dataset

description: AquaScan-1K Dataset

AquaScan-1K is a specially curated side-scan sonar (SSS) dataset designed for underwater human detection in search-and-rescue scenarios. In total 1,033-high-resolution SSS images were acquired at various depths and across different types of lakebed using multiple scanning angles and operating frequencies ranging from 455 to 1075 kHz. Human surrogates were placed in controlled conditions during data acquisition. All images are annotated with axis-aligned bounding boxes for a single class ("human"), based on expert annotations provided by Red Cross personnel. Due to this setup, many targets appear as small, low-contrast objects. This makes AquaScan-1K a highly realistic and challenging reference dataset for small-object detection in sonar imagery.

 

# Data structure

The dataset is organized as follows:

AquaScan-1K/├── images/├── labels/└── classes.txt

 





images/Contains all side-scan sonar (SSS) images used in the dataset.Files are stored in standard image formats (e.g., .png or .jpg).Each image has a corresponding annotation file in the labels/ directory with the same file name (but .txt extension).




labels/Contains the bounding-box annotations in YOLO format.For each image images/XYZ.png, there is a file labels/XYZ.txt.Each line in a label file follows the standard YOLO format:



 

<class_id> <x_center> <y_center> <width> <height>



where all coordinates are normalized to the range [0,1][0, 1][0,1] with respect to the image width and height.




classes.txtDefines the class index mapping for the YOLO annotations.
DOI: 10.5281/zenodo.17628596
title: AquaScan-1K Side Scan Sonar Dataset

description: AquaScan-1K Dataset

AquaScan-1K is a specially curated side-scan sonar (SSS) dataset designed for underwater human detection in search-and-rescue scenarios. In total 1,033-high-resolution SSS images were acquired at various depths and across different types of lakebed using multiple scanning angles and operating frequencies ranging from 455 to 1075 kHz. Human surrogates were placed in controlled conditions during data acquisition. All images are annotated with axis-aligned bounding boxes for a single class ("human"), based on expert annotations provided by Red Cross personnel. Due to this setup, many targets appear as small, low-contrast objects. This makes AquaScan-1K a highly realistic and challenging reference dataset for small-object detection in sonar imagery.

 

# Data structure

The dataset is organized as follows:

AquaScan-1K/├── images/├── labels/└── classes.txt

 





images/Contains all side-scan sonar (SSS) images used in the dataset.Files are stored in standard image formats (e.g., .png or .jpg).Each image has a corresponding annotation file in the labels/ directory with the same file name (but .txt extension).




labels/Contains the bounding-box annotations in YOLO format.For each image images/XYZ.png, there is a file labels/XYZ.txt.Each line in a label file follows the standard YOLO format:



 

<class_id> <x_center> <y_center> <width> <height>



where all coordinates are normalized to the range [0,1][0, 1][0,1] with respect to the image width and height.




classes.txtDefines the class index mapping for the YOLO annotations.
DOI: 10.15468/dl.z4zm4z
title: Occurrence Download

description: A dataset containing 29420 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Metrioptera brachyptera",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2026",
 "CoordinateUncertaintyInMeters is less than or equal to 5000",
 "Geometry POLYGON((-25.000000 30.000000, 47.000000 30.000000, 47.000000 73.000000, -25.000000 73.000000, -25.000000 30.000000))",
 {
 "not" : {
 "DatasetKey" : [
 "is iNaturalist Research-grade Observations"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Specimen, Material sample, Fossil)"
 ]
 }
 }
 ]
}

 The dataset includes 29420 records from 141 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009834-260221153910048/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.31410037.v1
title: Schema functioning across the psychosis continuum: a systematic review

description: This review identifies, summarises, and critically evaluates quantitative studies examining schema functioning across the psychosis continuum. Negative and positive schema, as well as early maladaptive schema, were reviewed in clinical samples of people with or at risk of psychosis. Prospective cohort, case-control, cross-sectional, and longitudinal studies were eligible. Following a systematic search, 28 studies were identified. Overall, methodological quality was ‘fair’. Results indicated that people with psychosis and those at high-risk reported more negative-self and -other schema than those with sub-threshold symptoms and healthy controls. Associations between negative-self schema and psychosis when controlling for confounders were mixed. Further well-controlled longitudinal studies confirming direction of effects are required. Findings were mixed regarding schema stability, though only two studies examined this longitudinally. Evidence indicated specificity between certain schema and symptoms or overall dimensions. Childhood trauma was consistently linked with negative-other schema. Negative-self and -other schema partially mediated the relationship between certain adversities and psychosis. Findings offer broad support for theoretical proposals that early trauma influences the development of -self and -other schema. Positive-self and -other schema may play an important role in recovery. Negative schema should be integrated into psychological assessment and intervention, while positive schema may offer an alternative intervention target.
DOI: 10.13140/rg.2.2.35095.23207
title: https://www.youtube.com/watch?si=74P0qtzbSmYcRkuY&v=1dSiV3fne04&feature=youtu.be
DOI: 10.6084/m9.figshare.31410037
title: Schema functioning across the psychosis continuum: a systematic review

description: This review identifies, summarises, and critically evaluates quantitative studies examining schema functioning across the psychosis continuum. Negative and positive schema, as well as early maladaptive schema, were reviewed in clinical samples of people with or at risk of psychosis. Prospective cohort, case-control, cross-sectional, and longitudinal studies were eligible. Following a systematic search, 28 studies were identified. Overall, methodological quality was ‘fair’. Results indicated that people with psychosis and those at high-risk reported more negative-self and -other schema than those with sub-threshold symptoms and healthy controls. Associations between negative-self schema and psychosis when controlling for confounders were mixed. Further well-controlled longitudinal studies confirming direction of effects are required. Findings were mixed regarding schema stability, though only two studies examined this longitudinally. Evidence indicated specificity between certain schema and symptoms or overall dimensions. Childhood trauma was consistently linked with negative-other schema. Negative-self and -other schema partially mediated the relationship between certain adversities and psychosis. Findings offer broad support for theoretical proposals that early trauma influences the development of -self and -other schema. Positive-self and -other schema may play an important role in recovery. Negative schema should be integrated into psychological assessment and intervention, while positive schema may offer an alternative intervention target.
DOI: 10.15468/dl.ze8cqx
title: Occurrence Download

description: A dataset containing 61021 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Tulipa sylvestris"
 ]
}

 The dataset includes 61021 records from 765 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009787-260221153910048/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.31410018
title: Project 1 - Nova Neon - Questionnaire Responses

description: Immersive Music Performance: Insights from Practice and Audience Experience
DOI: 10.6084/m9.figshare.31410018.v1
title: Project 1 - Nova Neon - Questionnaire Responses

description: Immersive Music Performance: Insights from Practice and Audience Experience
DOI: 10.5281/zenodo.18495348
title: Survey data from student geological mapping of the catchment area of the black proteus

description: The dataset contains data collected during student geological mapping of the catchment area of the black proteus in Bela krajina (SE Slovenia). The dataset was produced within the framework of the projects RMSchools‑4 and HaČloRi. More information is in the attached Readme.txt file.
DOI: 10.5281/zenodo.18495347
title: Survey data from student geological mapping of the catchment area of the black proteus

description: The dataset contains data collected during student geological mapping of the catchment area of the black proteus in Bela krajina (SE Slovenia). The dataset was produced within the framework of the projects RMSchools‑4 and HaČloRi. More information is in the attached Readme.txt file.
DOI: 10.15468/dl.7ufrwu
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is TRUE",
 "HasGeospatialIssue is FALSE",
 "Geometry POLYGON((-100.551 36.917,-71.79 36.917,-71.79 49.612,-100.551 49.612,-100.551 36.917))",
 "Year is greater than or equal to 2024",
 "RecordedBy is one of (0)",
 "TaxonKey is Chordata"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009837-260221153910048/datasets/export for details.
DOI: 10.15468/dl.aujnt3
title: Occurrence Download

description: A dataset containing 522 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "OccurrenceStatus is Present",
 "TaxonKey is Anopheles plumbeus"
 ]
}

 The dataset includes 522 records from 28 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009838-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cembeb
title: Occurrence Download

description: A dataset containing 737352 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonId is not null",
 "GbifId is not null",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2025-12-31",
 "EventDate is less than or equal to 2026-02-25",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 737352 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009822-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18770756
title: Data for: [Thermo-hydraulic Performance of Supercritical Carbon Dioxide in Solar Cavity Receivers under Non-Uniform Heat Flux ]
title: Thermo-hydraulic Performance of Supercritical Carbon Dioxide in Solar Cavity Receivers under Non-Uniform Heat Flux
DOI: 10.5281/zenodo.18770755
title: Data for: [Thermo-hydraulic Performance of Supercritical Carbon Dioxide in Solar Cavity Receivers under Non-Uniform Heat Flux ]
title: Thermo-hydraulic Performance of Supercritical Carbon Dioxide in Solar Cavity Receivers under Non-Uniform Heat Flux
DOI: 10.15468/dl.h26pvu
title: Occurrence Download

description: A dataset containing 921 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Tracheophyta",
 "BasisOfRecord is Specimen",
 "Geometry POLYGON ((-5.821229 43.44189, -5.562876 43.44189, -5.562876 43.58669, -5.821229 43.58669, -5.821229 43.44189))"
 ]
}

 The dataset includes 921 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009840-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tvkqbr
title: Occurrence Download

description: A dataset containing 255297 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Holcus lanatus",
 "Year is less than or equal to 2000",
 "Year is greater than or equal to 1970",
 {
 "or" : [
 {
 "not" : {
 "EstablishmentMeans" : [
 "is one of (MANAGED, INTRODUCED)"
 ]
 }
 },
 "EstablishmentMeans is null"
 ]
 },
 {
 "or" : [
 "CoordinateUncertaintyInMeters is less than 1000",
 "CoordinateUncertaintyInMeters is null"
 ]
 }
 ]
}

 The dataset includes 255297 records from 434 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009802-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc1plpgf
title: CCDC 1567095: Experimental Crystal Structure Determination

description: Related Article: Bojidarka Ivanova|2026|Spectrosc.Lett.|59|50|doi:10.1080/00387010.2025.2492141
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc1plp87
title: CCDC 1567089: Experimental Crystal Structure Determination

description: Related Article: Bojidarka Ivanova|2026|Spectrosc.Lett.|59|50|doi:10.1080/00387010.2025.2492141
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.k7zchr
title: Occurrence Download

description: A dataset containing 47963 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Denmark",
 "DatasetKey is Pl@ntNet automatically identified occurrences",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is less than or equal to 3000"
 ]
}

 The dataset includes 47963 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009841-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2qb9jx
title: CCDC 2512349: Experimental Crystal Structure Determination

description: Related Article: WangQiqi|2025|CSD Communication|||
description: Related Article: Qi-Qi Wang, Si-En Yin, Tian-Zheng Xiong, Li-Hong Tan, Jun-Jie Hu, Chen Cao, He-Rui Wen|2026|Cryst.Growth Des.|||doi:10.1021/acs.cgd.6c00073
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2qv3wl
title: CCDC 2527550: Experimental Crystal Structure Determination

description: Related Article: Helmar Görls, Manfred Döring|2026|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5281/zenodo.18771203
title: Neudesin modulates IGF1 and insulin signaling by regulating the surface expression of IGF1R through a conserved WPE motif
DOI: 10.5281/zenodo.18771202
title: Neudesin modulates IGF1 and insulin signaling by regulating the surface expression of IGF1R through a conserved WPE motif
DOI: 10.15468/dl.89xy2v
title: Occurrence Download

description: A dataset containing 384485 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Myctophidae"
 ]
}

 The dataset includes 384485 records from 410 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009804-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ahgs56
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Senna alata",
 "Country is Timor-Leste",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0085748-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18150/h7szpg
title: Time delay effect in double excited human middle ear

description: PL:Dane zebrane i opublikowane w artykule: https://doi.org/10.12913/22998624/194603. Są to dane otrzymane na drodze symulacji numerycznej jako funkcje odpowiedzi częstotliwościowej z opóźnieniem czasowym i podwójnym wymuszeniem w uchu środkowym. Więcej informacji znajduje się w pliku README PL.ENG:Data collected and published in the article: https://doi.org/10.12913/22998624/194603. These data were obtained by numerical simulation as functions of the frequency response with time delay and double excitation in the middle ear. More information can be found in the README file.
DOI: 10.6084/m9.figshare.25593867
title: data and code bilabial trills

description: data and code bilabial trills
DOI: 10.6084/m9.figshare.25593867.v1
title: data and code bilabial trills

description: data and code bilabial trills
DOI: 10.15468/dl.fuuh7w
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Acanthophis antarcticus",
 "Country is South Africa",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018728-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17347556
title: Mixed Emission of Acenaphtho[1,2-b] Quinoxaline Regioisomers

description: The development of new materials exhibiting thermally activated delayed fluorescence (TADF) for organic light-emitting device (OLED) applications, along with studies on the nature of their interaction with the host matrix in the emissive layer of the device, has recently received significant attention. A deeper investigation into the influence of the matrix can expectedly improve the rational design of TADF emitters. Under these circumstances, we report two D–A–D regioisomers that comprise an acenaphthenequinone (ACQ) core. Although both structures differ solely in the substitution position of the carbazole (Cz), which is attached at position 9 in F1 and at position 10 in F3, this study explores the mixed emission behavior of regioisomeric TADF emitters. Electrochemical and photophysical analyses revealed distinct redox behavior, emission properties, and performance of the OLED device between the two isomers. While both emitters show promising potential for OLED applications, the differences in their structural arrangement significantly influence their charge-transfer characteristics and device efficiency, which is manifested by their distinct external quantum efficiency (EQE) performance. The highest EQE of 12.6% was denoted for F3 (3,10), while the dye with TBCz attached in position 3,9 (F1) disclosed considerably lower performance of 7.4%. These results shed light on the critical role of the position of substituents along with the matrix environment toward efficient design of TADF OLED emitters. These results will provide a better understanding of the influence of the host matrix and adopt the structure of the emitter in a way that allows the development of highly efficient OLED devices.
DOI: 10.5281/zenodo.17347557
title: Mixed Emission of Acenaphtho[1,2-b] Quinoxaline Regioisomers

description: The development of new materials exhibiting thermally activated delayed fluorescence (TADF) for organic light-emitting device (OLED) applications, along with studies on the nature of their interaction with the host matrix in the emissive layer of the device, has recently received significant attention. A deeper investigation into the influence of the matrix can expectedly improve the rational design of TADF emitters. Under these circumstances, we report two D–A–D regioisomers that comprise an acenaphthenequinone (ACQ) core. Although both structures differ solely in the substitution position of the carbazole (Cz), which is attached at position 9 in F1 and at position 10 in F3, this study explores the mixed emission behavior of regioisomeric TADF emitters. Electrochemical and photophysical analyses revealed distinct redox behavior, emission properties, and performance of the OLED device between the two isomers. While both emitters show promising potential for OLED applications, the differences in their structural arrangement significantly influence their charge-transfer characteristics and device efficiency, which is manifested by their distinct external quantum efficiency (EQE) performance. The highest EQE of 12.6% was denoted for F3 (3,10), while the dye with TBCz attached in position 3,9 (F1) disclosed considerably lower performance of 7.4%. These results shed light on the critical role of the position of substituents along with the matrix environment toward efficient design of TADF OLED emitters. These results will provide a better understanding of the influence of the host matrix and adopt the structure of the emitter in a way that allows the development of highly efficient OLED devices.