cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18758139
title: Quantitative data of "The superior parietal lobule of primates: a sensory-motor hub for interaction with the environment"

description: In this file collects the quantitative data represented in Figure 2 of the paper "The superior parietal lobule of primates: a sensory-motor hub for interaction with the environment". In this figure the different line's dimensions represent the strenght of the thalamo-cortical connections after injections of retrograde tracers in posterior parietal areas. From the abstract of the paper to underline the importance of this kind of reseach that is based on animal models: The knowledge of this part of the macaque brain could help in understanding pathological conditions that in humans affect the normal behaviour of arm-reaching actions and can inspire brain computer interfaces performing in more accurate ways the sensorimotor transformations needed to interact with the surrounding environment.
DOI: 10.6084/m9.figshare.26282563
title: Datasets for OpenEar model training

description: <b>OpenEar: an ultra-affordable, high-throughput, and accurate maize ear phenotyping system</b>
DOI: 10.6084/m9.figshare.26282563.v2
title: Datasets for OpenEar model training

description: <b>OpenEar: an ultra-affordable, high-throughput, and accurate maize ear phenotyping system</b>
DOI: 10.5281/zenodo.18754933
title: Whole-Slide Mapping of Tumor Tissue Fiber Architecture via Computational Scattered Light Imaging

description: This dataset includes raw figures presented in the manuscript "Whole-Slide Mapping of Tumor Tissue Fiber Architecture via Computational Scattered Light Imaging"

https://doi.org/10.64898/2026.02.23.707464
description: Abstract: Mapping peritumoral collagen fiber directionality in solid tumors may assist in determining cancer progression and support more personalized prognoses. However, existing microscopy techniques are often limited by a restricted field of view, high cost, or incompatibility with paraffin-treated tissues. Computational scattered light imaging (ComSLI) is a cost-effective whole-slide microscopy technique that reveals fiber orientations independent of sample preparation. Using glioma, colorectal, and head and neck cancer samples, we show for the first time that ComSLI maps fiber orientations in paraffin-treated tumor tissues, visualizes tumor growth pathways and desmoplastic reactions, and allows the study of collagen orientations relative to tumor boundaries.
DOI: 10.6084/m9.figshare.26282563.v1
title: Datasets for Squirrel phenotyping system model training

description: <b>DIY ultra-affordable, high-throughput, and accurate maize phenotyping systems working at single-plant resolution in field conditions</b>
DOI: 10.5281/zenodo.18754932
title: Whole-Slide Mapping of Tumor Tissue Fiber Architecture via Computational Scattered Light Imaging

description: This dataset includes raw figures presented in the manuscript "Whole-Slide Mapping of Tumor Tissue Fiber Architecture via Computational Scattered Light Imaging"

https://doi.org/10.64898/2026.02.23.707464
description: Abstract: Mapping peritumoral collagen fiber directionality in solid tumors may assist in determining cancer progression and support more personalized prognoses. However, existing microscopy techniques are often limited by a restricted field of view, high cost, or incompatibility with paraffin-treated tissues. Computational scattered light imaging (ComSLI) is a cost-effective whole-slide microscopy technique that reveals fiber orientations independent of sample preparation. Using glioma, colorectal, and head and neck cancer samples, we show for the first time that ComSLI maps fiber orientations in paraffin-treated tumor tissues, visualizes tumor growth pathways and desmoplastic reactions, and allows the study of collagen orientations relative to tumor boundaries.
DOI: 10.5281/zenodo.18773279
title: LEGAL FOUNDATIONS AND DEVELOPMENT PROCESSES OF RELATIONS BETWEEN THE REPUBLICS OF UZBEKISTAN AND TURKEY (1991–2016)

description: This article analyzes the formation of bilateral cooperation between Uzbekistan and Turkey in the 1990s, the origins of political disagreements and mutual conflicts, as well as the efforts undertaken to restore these relations, based on new evidence. In particular, the study highlights the historical development of cooperation across all sectors, which was facilitated by high-level official meetings of the heads of state and the state visits conducted by both countries.
DOI: 10.5281/zenodo.18773278
title: LEGAL FOUNDATIONS AND DEVELOPMENT PROCESSES OF RELATIONS BETWEEN THE REPUBLICS OF UZBEKISTAN AND TURKEY (1991–2016)

description: This article analyzes the formation of bilateral cooperation between Uzbekistan and Turkey in the 1990s, the origins of political disagreements and mutual conflicts, as well as the efforts undertaken to restore these relations, based on new evidence. In particular, the study highlights the historical development of cooperation across all sectors, which was facilitated by high-level official meetings of the heads of state and the state visits conducted by both countries.
DOI: 10.6084/m9.figshare.26282650
title: Datasets for Giraffe and Lizard phenotyping system model training

description: <b>Ultra-affordable and accurate single-plant phenotyping system for maize plant architecture in field conditions</b>
DOI: 10.6084/m9.figshare.26282650.v2
title: Datasets for Giraffe and Lizard phenotyping system model training

description: <b>Ultra-affordable and accurate single-plant phenotyping system for maize plant architecture in field conditions</b>
DOI: 10.6084/m9.figshare.26282650.v1
title: Leaf datasets

description: <b>DIY ultra-affordable, high-throughput, and accurate maize phenotyping systems working at single-plant resolution in field conditions</b>
DOI: 10.5281/zenodo.18773248
title: THE INTERACTION OF COGNITIVE AND EMOTIONAL PROCESSES IN TEACHER PROFESSIONALIZATION

description: Teacher professionalization is a complex and multidimensional process that involves not only the acquisition of pedagogical knowledge and skills but also the development of emotional competence. The interaction between cognitive and emotional processes plays a crucial role in shaping teachers’ professional identity, instructional effectiveness, and adaptability to educational challenges. This article examines the theoretical foundations of cognitive and emotional interaction in teacher development, analyzes their impact on professional competence, and highlights the importance of integrating emotional intelligence into teacher education programs. The study emphasizes that effective teacher professionalization requires a balanced development of intellectual abilities, reflective thinking, emotional regulation, and interpersonal skills.
DOI: 10.5281/zenodo.18773247
title: THE INTERACTION OF COGNITIVE AND EMOTIONAL PROCESSES IN TEACHER PROFESSIONALIZATION

description: Teacher professionalization is a complex and multidimensional process that involves not only the acquisition of pedagogical knowledge and skills but also the development of emotional competence. The interaction between cognitive and emotional processes plays a crucial role in shaping teachers’ professional identity, instructional effectiveness, and adaptability to educational challenges. This article examines the theoretical foundations of cognitive and emotional interaction in teacher development, analyzes their impact on professional competence, and highlights the importance of integrating emotional intelligence into teacher education programs. The study emphasizes that effective teacher professionalization requires a balanced development of intellectual abilities, reflective thinking, emotional regulation, and interpersonal skills.
DOI: 10.5281/zenodo.18773045
title: HiLSeM—Compliance Checking Dataset and Evaluation Artefacts (S1–S3)

description: This repo contains datasets used in the GQM evaluation for the HiLSeM research work.

File S1: Combined annotators' markups for multiple clauses of the en15804 regulation. Including metric calculations like precision, F1 and recall.

File S2: Gold annotation for clause 5.2 of en15804 regulation.

File S3: GPT-generated annotation for clause 5.2 of en15804 regulation.

File S4: Instruction template for the LLM's schema-constrained prompting for converting regulatory clauses into the HiLSeM ontology's classes and relations.
DOI: 10.5281/zenodo.17501152
title: HiLSeM—Compliance Checking Dataset and Evaluation Artefacts (S1–S3)

description: This repo contains datasets used in the GQM evaluation for the HiLSeM research work.

File S1: Combined annotators' markups for multiple clauses of the en15804 regulation. Including metric calculations like precision, F1 and recall.

File S2: Gold annotation for clause 5.2 of en15804 regulation.

File S3: GPT-generated annotation for clause 5.2 of en15804 regulation.

File S4: Instruction template for the LLM's schema-constrained prompting for converting regulatory clauses into the HiLSeM ontology's classes and relations.
DOI: 10.15468/dl.388nat
title: Occurrence Download

description: A dataset containing 1045422 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 Sphagnum"
 ]
}

 The dataset includes 1045422 records from 1123 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000161-260225131425191/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15156/bio/sh1408286.10fu
title: SH1408286.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1408287.10fu
title: SH1408287.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1408290.10fu
title: SH1408290.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1408293.10fu
title: SH1408293.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1408299.10fu
title: SH1408299.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1408300.10fu
title: SH1408300.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh1408305.10fu
title: SH1408305.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15468/dl.9onjbb
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001850-150721130643939/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hnjjww
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001852-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bjm0xz
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001852-150721130643939/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.euxa8t
title: Occurrence Download

description: A dataset containing 564499818 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 564499818 records from 11968 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001852-160118175350007/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tdpnpm
title: Occurrence Download

description: A dataset containing 69 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Calamistrum globuliferum)",
 "Country is one of (Norway)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "CoordinateUncertaintyInMeters is less than or equal to 1000",
 "Year is greater than or equal to 1986",
 "Year is less than or equal to 2025",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 },
 {
 "not" : {
 "BasisOfRecord" : [
 "is Machine Observation"
 ]
 }
 }
 ]
}

 The dataset includes 69 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0025331-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5gwphy
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Gastropoda)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((130 60,140 60,140 70,130 70,130 60))"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018791-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pt3s8g
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Eurypygiformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-120 70,-110 70,-110 80,-120 80,-120 70))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0018792-251009101135966/datasets/export for details.
DOI: 10.17028/rd.lboro.30354919
title: Supplementary information files for "Simplified Tai Chi exercises to improve function in people with chronic ankle instability"

description: Supplementary information files for "Simplified Tai Chi exercises to improve function in people with chronic ankle instability"<br><br><b>Objectives</b>To identify 12 forms from the traditional 108-form Tai Chi with the highest muscle activation values in the peroneus longus, peroneus brevis, and tibialis anterior and to design a Tai Chi training routine suitable for individuals with chronic ankle instability.<b>Design</b>Cross-sectional study.<b>Setting</b>Sports Biomechanics Laboratory.<b>Participants</b>Eight Tai Chi instructors were recruited, with data from six used for analysis.<b>Main outcome measures</b>The independent variable was the Tai Chi forms, while the dependent variable was the muscle activation measured using electromyography. The Vicon motion capture system recorded kinematic changes for form segmentation. Electromyography values from different segments were normalised to the maximum voluntary isometric contraction ratio for comparison.<b>Results</b>In the 12 Tai Chi forms, peroneus longus, peroneus brevis, and tibialis anterior exhibited muscle activation exceeding 55%, 55%, and 30% of maximum voluntary isometric contraction in integrated electromyography, respectively, with root mean square reaching 116.9%, 111.7%, and 60.3%. Adding transition stages expanded these into a 16-form routine, with no significant side differences.<b>Conclusions</b>The 16-form Tai Chi has the potential to enhance ankle stability by selectively training the muscles that counter ankle inversion. Randomised controlled trials are needed to assess its effectiveness in chronic ankle instability.<br><br>©The Author(s), CC BY 4.0