cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.p4b4ta
title: Occurrence Download

description: A dataset containing 1943091 records in GBIF matching the query:

 SELECT gbifid, datasetkey, specieskey, kingdom, phylum, class, "order", family, genus, species, scientificname, decimallatitude, decimallongitude, eventdate, institutioncode, "year" AS obs_year, basisofrecord, coordinateuncertaintyinmeters, issue
 FROM occurrence
 WHERE
 decimallatitude IS NOT NULL
 AND decimallongitude IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND coordinateuncertaintyinmeters IS NOT NULL
 AND coordinateuncertaintyinmeters &gt; 0
 AND coordinateuncertaintyinmeters &lt;= 200.0
 AND decimallatitude &gt;= 41.89415215079384
 AND decimallatitude &lt;= 46.479780028101516
 AND decimallongitude &gt;= -94.41597137694312
 AND decimallongitude &lt;= -83.91704653307544
 AND GBIF_Within('POLYGON ((-83.917047 41.894152, -83.917047 46.479780, -94.415971 46.479780, -94.415971 41.894152, -83.917047 41.894152))', decimallatitude, decimallongitude) = TRUE
 

 The dataset's 1943091 records were derived from 137 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002119-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f2ftpq
title: Occurrence Download

description: A dataset containing 3818 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 Anabasis articulata"
 ]
}

 The dataset includes 3818 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002126-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18536384
title: ANALYSIS OF TRADITIONAL AND INNOVATIVE METHODS IN COMPARATIVE LINGUISTICS

description: Contrastive linguistics, one of the important areas of modern linguistics, is aimed at identifying the structural, semantic, functional and cultural characteristics of different languages through the comparative study of them. This field, along with identifying the uniqueness and commonalities of language systems, serves to reveal the complex relationships between language and thought, language and culture, language and society. The importance of comparative linguistics is increasing, especially in the process of globalization, in the context of the expansion of interlingual dialogue and intercultural communication.
DOI: 10.5281/zenodo.18536385
title: ANALYSIS OF TRADITIONAL AND INNOVATIVE METHODS IN COMPARATIVE LINGUISTICS

description: Contrastive linguistics, one of the important areas of modern linguistics, is aimed at identifying the structural, semantic, functional and cultural characteristics of different languages through the comparative study of them. This field, along with identifying the uniqueness and commonalities of language systems, serves to reveal the complex relationships between language and thought, language and culture, language and society. The importance of comparative linguistics is increasing, especially in the process of globalization, in the context of the expansion of interlingual dialogue and intercultural communication.
DOI: 10.60629/rhcr-nz19
title: Data set to work: Land use intensity and trace elements in raptor pellets: evidence from two agricultural regions in Virginia

description: <p>Agricultural intensification can increase environmental contamination through fertiliser and pesticide use and soil disturbance, with consequences for wildlife and food webs. Raptors are effective bioindicators because they integrate exposure across trophic levels; however, non-invasive matrices beyond feathers and faeces remain underutilised for chemical analysis. Here, we evaluate American Kestrel (<em>Falco sparverius</em>) pellets as a non-invasive tool for monitoring trace element transfer in agricultural landscapes. We compared two regions in northwestern Virginia, USA, that differ strongly in land-use intensity and human population density: an intensively managed, production-oriented landscape (Shenandoah Valley Raptor Study Area) and a more rural system dominated by pastureland and woodland (Highland County). Between May and July 2025, we collected 185 fresh pellets from nest boxes and quantified concentrations of toxic elements (As, Cd, Ni, Pb) and potentially toxic elements (Cr, Cu, Mn, Se, Zn) using ICP-MS. Generalised linear mixed models with nest box ID as a random effect revealed higher concentrations of As, Cr, Cu, and Pb in the intensively managed landscape, whereas Cd, Mn, Ni, Se, and Zn did not differ between regions. Relative to published data from eastern Poland obtained with the same protocol, Virginia pellets showed markedly higher As, Cr, and Cu, especially at the intensive site, indicating a distinct regional contamination signature. Comparisons with owl pellet studies suggested broadly overlapping ranges for several elements, but consistently elevated Cu and low Ni in Virginia. Our results demonstrate that kestrel pellets capture land-use-related differences in contaminant pathways, highlight element-specific responses to agricultural intensification, and support pellets as a sensitive, readily available matrix for non-invasive biomonitoring in agroecosystems.</p>
DOI: 10.5281/zenodo.18307390
title: Dataset | Hybrid Ligand- and Structure-Based Drug Design Invoked through Square Attention in Protein-Ligand Transformer.

description: Training dataset used in our paper Hybrid Ligand- and Structure-Based Drug Design Invoked through Square Attention in Protein-Ligand Transformer.

This contains two types of data:



tables of affinities between the proteins and the ligands as true labels on the model training (*.txt).

feature vectors from protein residues and ligand atoms used for the inputs on the model training and inference (*.joblib).
DOI: 10.5281/zenodo.18307391
title: Dataset | Hybrid Ligand- and Structure-Based Drug Design Invoked through Square Attention in Protein-Ligand Transformer.

description: Training dataset used in our paper Hybrid Ligand- and Structure-Based Drug Design Invoked through Square Attention in Protein-Ligand Transformer.

This contains two types of data:



tables of affinities between the proteins and the ligands as true labels on the model training (*.txt).

feature vectors from protein residues and ligand atoms used for the inputs on the model training and inference (*.joblib).
DOI: 10.15468/dl.zm2xry
title: Occurrence Download

description: A dataset containing 3818 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 Anabasis articulata"
 ]
}

 The dataset includes 3818 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002128-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18419/darus-5666
title: Replication Data for: Dynamic Optimisation Of Façade-integrated Solar Cooling Elements: Adsorption Cooling Versus Photovoltaic Scenarios

description: This dataset contains: &lt;br&gt;
&lt;ul&gt;
&lt;li&gt;Python and Modelica code to reproduce the system models, dynamic optimization problems, to fit the fluid and working pair properties as well as to generate the result data and figures &lt;/li&gt;
&lt;li&gt;the raw and result data &lt;/li&gt;
&lt;li&gt;the figures within the publication&lt;/li&gt;
&lt;/ul&gt;
description: After first revision.
DOI: 10.15468/dl.wkm6vw
title: Occurrence Download

description: A dataset containing 1542 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Living Specimen, Material sample, Material citation, Human Observation)",
 "OccurrenceStatus is Present",
 "TaxonKey is Rhinolophus affinis"
 ]
}

 The dataset includes 1542 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002130-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18536172
title: MARASTA: A Multi-dialectal Arabic Cross-domain Stance Corpus

description: A cross-domain stance corpus of 4,657 Arabic sentences spanning 8 domains and 18 topics, annotated with 5 stance labels (support, oppose, comment, query, neutral).
DOI: 10.5281/zenodo.18536173
title: MARASTA: A Multi-dialectal Arabic Cross-domain Stance Corpus

description: A cross-domain stance corpus of 4,657 Arabic sentences spanning 8 domains and 18 topics, annotated with 5 stance labels (support, oppose, comment, query, neutral).
DOI: 10.15468/dl.u5hhyp
title: Occurrence Download

description: A dataset containing 21 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 Anabasis brachiata"
 ]
}

 The dataset includes 21 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002131-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18535880
title: AGRO TOURISM FOR FARMERS IN MAHARASHTRA

description: This paper forces the farmer. Agrotourism is supportive of frames; it has provided additional income sources and employment opportunities to the family in the rural areas. The government and other interconnected authorities and NGOs should try to support these activities in Maharashtra for rural development and increase the income level of the farmers. Nowadays the concept of tourism has changed. Some new areas of tourism have emerged, like Agro Tourism. The support of tourism would bring many direct and indirect benefits to the farmers' people.
DOI: 10.5281/zenodo.18535882
title: AGRO TOURISM FOR FARMERS IN MAHARASHTRA

description: This paper forces the farmer. Agrotourism is supportive of frames; it has provided additional income sources and employment opportunities to the family in the rural areas. The government and other interconnected authorities and NGOs should try to support these activities in Maharashtra for rural development and increase the income level of the farmers. Nowadays the concept of tourism has changed. Some new areas of tourism have emerged, like Agro Tourism. The support of tourism would bring many direct and indirect benefits to the farmers' people.
DOI: 10.5281/zenodo.18536523
title: HISTOLOGICAL AND MORPHOLOGICAL CHANGES IN THE SYNOVIAL MEMBRANE IN EXPERIMENTAL MODELS OF OSTEOARTHRITIS

description: Osteoarthritis (OA) is a leading cause of disability globally, affecting over 500 million individuals and imposing substantial socioeconomic burdens. The synovial membrane, integral to joint function, undergoes critical histological and morphological transformations that perpetuate OA pathology. This study delineates these changes in experimental rodent models, employing advanced histological, immunohistochemical, and morphometric techniques to achieve high scientific rigor. Induction via monoiodoacetate (MIA) or anterior cruciate ligament transection (ACLT) revealed temporal progression: early synovitis with inflammatory infiltration, mid-stage hyperplasia and angiogenesis, and late fibrosis with pannus formation. Quantitative metrics, including synovial thickness (up to 3.75-fold increase) and fibrosis scores (peaking at 2.5), were statistically validated (p<0.001). Histological stains (H&E, Masson’s trichrome) and immunohistochemistry (CD68, VEGF) corroborated extracellular matrix remodeling and macrophage dominance. Morphological analyses via atomic force microscopy (AFM) indicated elevated elastic modulus in OA synovium, aligning with recent biomechanical studies. Integrating tables, histological images, and diagrams, this research highlights the synovium's role in OA's vicious cycle, offering insights for targeted therapies like anti-cytokine biologics. Amid rising OA prevalence due to aging populations, these findings enhance preclinical models' translational value, addressing gaps in synovium-focused interventions. The study's expanded scope, incorporating multi-modal assessments, underscores its timeliness in advancing OA management strategies.
DOI: 10.5281/zenodo.18536524
title: HISTOLOGICAL AND MORPHOLOGICAL CHANGES IN THE SYNOVIAL MEMBRANE IN EXPERIMENTAL MODELS OF OSTEOARTHRITIS

description: Osteoarthritis (OA) is a leading cause of disability globally, affecting over 500 million individuals and imposing substantial socioeconomic burdens. The synovial membrane, integral to joint function, undergoes critical histological and morphological transformations that perpetuate OA pathology. This study delineates these changes in experimental rodent models, employing advanced histological, immunohistochemical, and morphometric techniques to achieve high scientific rigor. Induction via monoiodoacetate (MIA) or anterior cruciate ligament transection (ACLT) revealed temporal progression: early synovitis with inflammatory infiltration, mid-stage hyperplasia and angiogenesis, and late fibrosis with pannus formation. Quantitative metrics, including synovial thickness (up to 3.75-fold increase) and fibrosis scores (peaking at 2.5), were statistically validated (p<0.001). Histological stains (H&E, Masson’s trichrome) and immunohistochemistry (CD68, VEGF) corroborated extracellular matrix remodeling and macrophage dominance. Morphological analyses via atomic force microscopy (AFM) indicated elevated elastic modulus in OA synovium, aligning with recent biomechanical studies. Integrating tables, histological images, and diagrams, this research highlights the synovium's role in OA's vicious cycle, offering insights for targeted therapies like anti-cytokine biologics. Amid rising OA prevalence due to aging populations, these findings enhance preclinical models' translational value, addressing gaps in synovium-focused interventions. The study's expanded scope, incorporating multi-modal assessments, underscores its timeliness in advancing OA management strategies.
DOI: 10.15468/dl.pqhcn2
title: Occurrence Download

description: A dataset containing 200 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Machine Observation, Human Observation, Material sample, Living Specimen)",
 "OccurrenceStatus is Present",
 "TaxonKey is Hipposideros pomona"
 ]
}

 The dataset includes 200 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002134-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wd7rqs
title: Occurrence Download

description: A dataset containing 2185 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Arab Emirates",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Luscinia megarhynchos"
 ]
}

 The dataset includes 2185 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002133-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.juujzy
title: Occurrence Download

description: A dataset containing 471 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 Anabasis brevifolia"
 ]
}

 The dataset includes 471 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002135-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f548xp
title: Occurrence Download

description: A dataset containing 2581 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Reithrodontomys sumichrasti"
 ]
}

 The dataset includes 2581 records from 60 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002136-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a9wgm9
title: Occurrence Download

description: A dataset containing 460 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Asia",
 "TaxonKey is Vespa velutina nigrithorax"
 ]
}

 The dataset includes 460 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002138-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g3zx4c
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ilex embelioides"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002137-260208012135463/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.30731261
title: Genome Annotation for 11 Bacteria Isolated from the Gut of Atlantic Salmon Fry

description: Genome Annotation for 11 Bacteria Isolated from the Gut of Atlantic Salmon Fry. Genomes annotations were obtained using DRAM.
DOI: 10.6084/m9.figshare.30731261.v1
title: Genome Annotation for 11 Bacteria Isolated from the Gut of Atlantic Salmon Fry

description: Genome Annotation for 11 Bacteria Isolated from the Gut of Atlantic Salmon Fry. Genomes annotations were obtained using DRAM.
DOI: 10.15468/dl.nkuxuk
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Daphnia",
 "PublishingOrg is 28eb1a3f-1c15-4a95-931a-4af90ecb574d",
 "Country is one of (Albania, Austria, Bosnia and Herzegovina, Belgium, Bulgaria, Belarus, Switzerland, Cyprus, Czechia, Germany, Denmark, Estonia, Spain, Finland, France, United Kingdom of Great Britain and Northern Ireland, Greece, Croatia, Hungary, Ireland, Iceland, Italy, Lithuania, Luxembourg, Latvia, Moldova, Republic of, Montenegro, North Macedonia, Malta, Netherlands, Norway, Poland, Portugal, Romania, Serbia, Sweden, Slovenia, Slovakia, Ukraine)",
 "HasCoordinate is true",
 "MediaType is Image"
 ]
}

 The dataset includes 40 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002139-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/21uaui
title: Analyzing the power of collective agency in strengthening fisher communities in Kenya - Quantitative

description: A survey questionnaire was used to obtain information on collective agency from randomly selected respondents (and their spouses) from 17 selected groups. A total of 297 primary respondents were interviewed, together with their spouses.
description: Type: Dataset; Sub-type(s): Survey Data
DOI: 10.21227/a3qg-pf89
title: "A Measurement-Based Parameterization of Physics Reflection Models for Terahertz Communication: S21 raw data at 300-400 GHz"

description: "To support reflection coefficient modeling, we employ a VNA-based frequency-domain channel measurement system. Two laser alignment tools are used to ensure angle accuracy. The measurement radius is set to 40 cm to satisfy the far-field condition, and wave absorbers are placed to prevent interference with the received signal. The incident angle ranges from 10\u00b0 to 80\u00b0 with an angle step of 10\u00b0. The measurements are performed for the transverse electric (TE) mode. A total of ten test materials are tested at 300-400GHz. "
DOI: 10.15468/dl.dx8uw6
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",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "TaxonKey is Anabasis calcarea"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002140-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4k49kz
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ilex godajam"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002141-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17833713
title: Ultrafast Laser-Induced Magnetic Relaxation in Artificial Spin Ice  Driven by Dipolar Interactions

description:  

 

Data supporting "Ultrafast Laser-Induced Magnetic Relaxation in Artificial Spin Ice Driven by Dipolar Interactions" published in Phys. Rev. B 113, 064404 (2025) https://doi.org/10.1103/rtr1-7cyt 

 

Full citation:

D. Pecchio, S. Sahoo, O. Chubykalo-Fesenko, S. Koraltan, G. M. Macauley T. Thomson, D. Suess, V. Scagnoli and L. J. Heyderman

Data supporting "Ultrafast Laser-Induced Magnetic Relaxation in Artificial Spin Ice Driven by Dipolar Interactions

Phys. Rev. B 113, 064404 (2025) 

https://doi.org/10.1103/rtr1-7cyt
DOI: 10.5281/zenodo.17833714
title: Ultrafast Laser-Induced Magnetic Relaxation in Artificial Spin Ice  Driven by Dipolar Interactions

description:  

 

Data supporting "Ultrafast Laser-Induced Magnetic Relaxation in Artificial Spin Ice Driven by Dipolar Interactions" published in Phys. Rev. B 113, 064404 (2025) https://doi.org/10.1103/rtr1-7cyt 

 

Full citation:

D. Pecchio, S. Sahoo, O. Chubykalo-Fesenko, S. Koraltan, G. M. Macauley T. Thomson, D. Suess, V. Scagnoli and L. J. Heyderman

Data supporting "Ultrafast Laser-Induced Magnetic Relaxation in Artificial Spin Ice Driven by Dipolar Interactions

Phys. Rev. B 113, 064404 (2025) 

https://doi.org/10.1103/rtr1-7cyt
DOI: 10.18150/2yo2mg
title: Konsumpcja zrównoważona młodych dorosłych w Polsce

description: Skala pomiarowa konsumpcji zarównoważonej