cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.39kp6c
title: Occurrence Download

description: A dataset containing 3422 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Entomobryomorpha",
 "Year 2011-2013",
 "Continent is Europe",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Occurrence evidence, Observation)"
 ]
}

 The dataset includes 3422 records from 54 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049723-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yvnzry
title: Occurrence Download

description: A dataset containing 231360 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Araneae",
 "Year 2011-2013",
 "Continent is Europe",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Machine Observation, Human Observation, Occurrence evidence, Observation)"
 ]
}

 The dataset includes 231360 records from 490 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0049654-250811113504898/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18368075
title: AZƏRBAYCANIN NEYTRALLIQ SİYASƏTİ VƏ ONUN NƏTİCƏLƏRİ

description: Azərbaycan Respublikası müstəqillik qazandığı 1991-ci ildən etibarən beynəlxalq münasibətlərdə balanslaşdırılmış və neytral siyasət yürütməyə çalışmışdır. Bu siyasət xüsusilə Rusiya-Qərb qarşıdurmasının dərinləşdiyi dövrlərdə və son olaraq Rusiya-Ukrayna müharibəsi fonunda daha da aktuallaşmışdır. Azərbaycan bir tərəfdən Rusiya ilə strateji əməkdaşlıq münasibətlərini qorumağa çalışarkən, digər tərəfdən Avropa İttifaqı və ABŞ ilə enerji, təhlükəsizlik və iqtisadi sahələrdə əməkdaşlığı genişləndirməkdədir. Eyni zamanda Türkiyə ilə hərbi-siyasi tərəfdaşlıq, İranla isə həssas münasibətlərin idarə olunması bu siyasətin mürəkkəbliyini göstərir. Bu məqalədə Azərbaycanın neytrallıq siyasətinin formalaşma mərhələləri, əsas xarici aktorlarla münasibətlər sistemində təzahürü və bu siyasətin regionda baş verən geosiyasi dəyişikliklərə qarşı dayanıqlılığı təhlil olunur. Nəticə etibarilə göstərilir ki, Azərbaycanın neytrallığı hərbi bloklara qoşulmamaqdan daha çox, çoxtərəfli diplomatiya və enerji siyasəti vasitəsilə öz milli maraqlarını qorumağa yönəlmiş praqmatik yanaşmadır. Bu siyasət ona həm regional oyunçu kimi nüfuz qazanmağa, həm də potensial riskləri minimuma endirməyə imkan verir. Həmçinin Azərbaycanın neytrallıq siyasəti və onun regional və beynəlxalq səviyyədə doğurduğu nəticələr təhlil olunur. Azərbaycanın xarici siyasətində balanslaşdırılmış və neytral mövqe tutması, ölkənin təhlükəsizlik, iqtisadi inkişaf və diplomatik münasibətlər baxımından müstəqil və çevik bir siyasət yürütməsinə imkan yaratmışdır. Neytrallıq siyasəti çərçivəsində Azərbaycan həm Qərb, həm də Şərq ölkələri ilə konstruktiv əlaqələr saxlamış, beynəlxalq təşkilatlarla əməkdaşlığını gücləndirmiş və geosiyasi risklərdən yayınmağa çalışmışdır. Məqalədə həmçinin bu siyasətin Dağlıq Qarabağ münaqişəsi, enerji layihələri və regional əməkdaşlığa təsiri dəyərləndirilmişdir. Nəticə olaraq qeyd olunur ki, neytrallıq Azərbaycanın milli maraqlarını qorumaq və beynəlxalq arenada balanslı mövqe tutmaq baxımından effektiv bir strategiyadır. Bu məqalədə Azərbaycanın neytrallıq siyasəti tarixi kontekstdə – Azərbaycan Xalq Cümhuriyyəti dövrü, sovet hakimiyyəti illəri və müstəqillikdən sonrakı mərhələdə təhlil edilir. Məqsəd, neytrallığın Azərbaycan üçün hansı şəraitdə zərurətə çevrildiyini, necə həyata keçirildiyini və bu siyasətin nəticələrinin hansı formada ortaya çıxdığını araşdırmaqdır.
DOI: 10.15468/dl.nef69m
title: Occurrence Download

description: A dataset containing 5337 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Youngia japonica",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 5337 records from 305 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010933-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18368093
title: GENDER ROLLARI TRANSFORMATSIYASINING PSIXIK TASIRI

description: Mazkur maqolada zamonaviy jamiyatda gender rollarining transformatsiyasi va ushbu jarayonning shaxs psixikasiga ko‘rsatadigan ta’siri ilmiy-nazariy jihatdan tahlil qilinadi. Ijtimoiy taraqqiyot, globallashuv, urbanizatsiya hamda madaniy qadriyatlarning yangilanishi natijasida an’anaviy erkaklik va ayollik rollari mazmun jihatidan sezilarli darajada o‘zgarib bormoqda. Ushbu o‘zgarishlar shaxsning o‘zini anglash jarayoni, identifikatsiya mexanizmlari, emotsional barqarorlik va ijtimoiy moslashuviga bevosita ta’sir ko‘rsatadi. Maqolada gender rollari tushunchasining psixologik mohiyati, ularning shakllanishida ijtimoiy institutlar – oila, ta’lim tizimi, ommaviy axborot vositalari va mehnat munosabatlarining o‘rni yoritiladi. Shuningdek, gender rollari transformatsiyasining psixik oqibatlari, xususan, rol konflikti, identitet inqirozi, stress holatlari va psixologik moslashuv muammolari ilmiy manbalar asosida tahlil qilinadi. Tadqiqot natijalari gender rollarining moslashuvchan modeli shaxs psixik salomatligini ta’minlashda muhim omil ekanini ko‘rsatadi. Mazkur maqola psixologiya, pedagogika va sotsiologiya sohalarida olib borilayotgan gender tadqiqotlari uchun nazariy asos bo‘lib xizmat qiladi.
DOI: 10.5281/zenodo.18368092
title: GENDER ROLLARI TRANSFORMATSIYASINING PSIXIK TASIRI

description: Mazkur maqolada zamonaviy jamiyatda gender rollarining transformatsiyasi va ushbu jarayonning shaxs psixikasiga ko‘rsatadigan ta’siri ilmiy-nazariy jihatdan tahlil qilinadi. Ijtimoiy taraqqiyot, globallashuv, urbanizatsiya hamda madaniy qadriyatlarning yangilanishi natijasida an’anaviy erkaklik va ayollik rollari mazmun jihatidan sezilarli darajada o‘zgarib bormoqda. Ushbu o‘zgarishlar shaxsning o‘zini anglash jarayoni, identifikatsiya mexanizmlari, emotsional barqarorlik va ijtimoiy moslashuviga bevosita ta’sir ko‘rsatadi. Maqolada gender rollari tushunchasining psixologik mohiyati, ularning shakllanishida ijtimoiy institutlar – oila, ta’lim tizimi, ommaviy axborot vositalari va mehnat munosabatlarining o‘rni yoritiladi. Shuningdek, gender rollari transformatsiyasining psixik oqibatlari, xususan, rol konflikti, identitet inqirozi, stress holatlari va psixologik moslashuv muammolari ilmiy manbalar asosida tahlil qilinadi. Tadqiqot natijalari gender rollarining moslashuvchan modeli shaxs psixik salomatligini ta’minlashda muhim omil ekanini ko‘rsatadi. Mazkur maqola psixologiya, pedagogika va sotsiologiya sohalarida olib borilayotgan gender tadqiqotlari uchun nazariy asos bo‘lib xizmat qiladi.
DOI: 10.5281/zenodo.18368028
title: phoenix_dactylifera_spades_01.fasta.gz
DOI: 10.5281/zenodo.18368027
title: phoenix_dactylifera_spades_01.fasta.gz
DOI: 10.15468/dl.skfd4z
title: Occurrence Download

description: A dataset containing 94 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zaluzania subcordata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 94 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010935-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18368008
title: Data for "Robust Uncensoring and Bias-Compensated Subband Adaptation With Subband Selection Under Impulsive and Clipped Observations"

description: This record provides the supporting data for the manuscript “Robust Uncensoring and Bias-Compensated Subband Adaptation With Subband Selection Under Impulsive and Clipped Observations” submitted to IEEE TCAS-II. The deposit contains (i) tabulated numerical results used in the main paper and supplementary material (CSV), (ii) corresponding vector figures (PDF), and (iii) the final experiment configuration and integrity manifest (JSON/SHA256). The materials are intended to facilitate independent auditing of the reported learning curves, tail statistics, robustness/sensitivity sweeps, and AEC metrics under the same evaluation protocol described in the manuscript.
DOI: 10.5281/zenodo.18368007
title: Data for "Robust Uncensoring and Bias-Compensated Subband Adaptation With Subband Selection Under Impulsive and Clipped Observations"

description: This record provides the supporting data for the manuscript “Robust Uncensoring and Bias-Compensated Subband Adaptation With Subband Selection Under Impulsive and Clipped Observations” submitted to IEEE TCAS-II. The deposit contains (i) tabulated numerical results used in the main paper and supplementary material (CSV), (ii) corresponding vector figures (PDF), and (iii) the final experiment configuration and integrity manifest (JSON/SHA256). The materials are intended to facilitate independent auditing of the reported learning curves, tail statistics, robustness/sensitivity sweeps, and AEC metrics under the same evaluation protocol described in the manuscript.
DOI: 10.15468/dl.ycapqp
title: Occurrence Download

description: A dataset containing 941 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Philippines",
 "DatasetKey is one of (NMNH Material Samples (USNM), Aretidris, a new genus of ants (Hymenoptera: Formicidae: Myrmicinae) from the mountains of Luzon Island, Philippines, Museum of Comparative Zoology, Harvard University, INSDC Sequences, Field Museum of Natural History (Zoology) Insect, Arachnid and Myriapod Collection, AntWeb, Recent Invertebrates Specimens)",
 "GadmGid is one of (PHL.11_1, PHL.18_1, PHL.37_1, PHL.63_1, PHL.56_1)",
 "TaxonKey is Formicidae"
 ]
}

 The dataset includes 941 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010936-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kwxb4w
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zinnia elegans",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010937-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.58032/agh/g8oigd
title: Essential oil blends or their component blends as antimicrobial compounds of polysaccharide coatings on metallic biomaterials - replication data

description: The work provides data on the possibility of developing antibacterial surfaces using the combination of essential oils, cinnamon oil, thyme oil and tee tree oil, as well as their active compounds, including cinnamaldehyde, thymol and terpinene-4-ol, embedded in the chitosan and sodium alginate matrix. All coatings obtained in a two-stage electrophoretic deposition process on stainless steel and titanium substrates were characterized by high adhesion strength. The microstructural differences between the coatings were mainly related to the size and location of the additives. Structural investigation showed the impact of individual oil components on intermolecular bonds between polysaccharide chains and the formation of molecular interactions in a specific spatial conformation. The surface of all coatings was minimally rough and had a hydrophilic character. Alginate-based coatings demonstrated superior antimicrobial and anti-biofilm efficacy, particularly against Staphylococcus aureus, but were associated with increased cytotoxicity, especially in oil-enriched systems. On the contrary, chitosan-based coatings showed limited antimicrobial activity while maintaining better cytocompatibility, with cell viability remaining above the 70% threshold in several variants. This work provides insight into the development of natural antibacterial surfaces by the combination of active compounds and shows the distinctions on many levels between the coatings with various polysaccharide matrices.
DOI: 10.6084/m9.figshare.30499364.v1
title: <b>Impacts of different boundary conditions on pulse from a well into aquifer</b>

description: The diffusion of pulse from the well end into aquifer is described by the Green’s function. Three boundary conditions are compared mutually to study the impacts on the pulse diffusion.
DOI: 10.15468/dl.h5cpvd
title: Occurrence Download

description: A dataset containing 286 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zinnia haageana",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 286 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010938-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15449136
title: Sr and Nd Isotopic Compositions of Potential Sources for Danube Loess
DOI: 10.5281/zenodo.18368049
title: Sr and Nd Isotopic Compositions of Potential Sources for Danube Loess
DOI: 10.6084/m9.figshare.31146055.v2
title: Database of Landforms linked to the Mapuche Myth of Trentrén and Caicai: Chile and Argentina | Base de Datos de Accidentes Geográficos Asociados al Mito Mapuche de Trentrén y Caicai: Chile y Argentina

description: This geomythological database catalogs and georeferences landforms linked to the <b>Mapuche</b> cosmogony of <b>Trentrén and Caicai</b> in Chile and Argentina. Moving beyond a traditional focus on oronyms, the inventory integrates diverse units such as plateaus, points, and islands, identified through a critical review of bibliographic and cartographic sources. This work spatializes ancestral knowledge for application in environmental geology, situated geomythology, and culturally relevant territorial management.Esta base de datos geomitológica cataloga y georreferencia accidentes geográficos vinculados a la cosmogonía <b>Mapuche</b> de <b>Trentrén y Caicai</b> en Chile y Argentina. Superando el enfoque tradicional en orónimos, el inventario integra diversas unidades como mesetas, puntas e islas, identificadas mediante una revisión crítica de fuentes bibliográficas y cartográficas. El trabajo espacializa el conocimiento ancestral para su aplicación en geología ambiental, geomitología situada y gestión territorial con pertinencia cultural.
DOI: 10.15468/dl.892hdr
title: Occurrence Download

description: A dataset containing 3154 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zinnia peruviana",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 3154 records from 167 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010939-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/14613985
title: Diesel Generator Fuel Consumption in Cameroon
DOI: 10.5281/zenodo.18027446
title: TELOS SB 243 Child Safety Validation Dataset

description: TELOS SB 243 Child Safety Validation Dataset

Reproducible validation artifacts for TELOS geometric governance against California SB 243 child safety harm categories.

Key Results




Metric
Value




Attack Success Rate
0.00%


False Positive Rate
74.00%


Violation Defense Rate
100.00%




Contents

Test Data





sb243_data/sb243_test_attacks.csv - 50 harmful attack prompts (suicide, self-harm, sexual content, eating disorders)




sb243_data/sb243_benign_contrastive.csv - 50 benign helper/educational queries



Configuration





config/sb243_child_safety_pa_config.json - Primacy Attractor definition for SB 243 compliance



Validation Scripts





run_sb243_validation.py - Attack validation (measures ASR)




run_false_positive_validation.py - False positive validation (measures FPR)



Results





sb243_validation_results.json - Detailed attack validation results




sb243_false_positive_results.json - Detailed FPR results



Reproduction

pip install sentence-transformers numpy# Run attack validationpython run_sb243_validation.py# Run false positive validationpython run_false_positive_validation.py

Embedding Model

All validation uses sentence-transformers/all-MiniLM-L6-v2 (384 dimensions).

Governance Thresholds





Tier 1 (Autonomous Block): fidelity >= 0.25




Tier 2 (Review Block): fidelity in [0.15, 0.25)




Tier 3 (Expert Escalation): fidelity < 0.15



Regulatory Context

California SB 243 (Chapter 883, Statutes of 2024) - Child safety requirements for social media platforms.

Citation

If you use this dataset, please cite the TELOS project:





GitHub: https://github.com/TelosSteward/TELOS



License

Apache 2.0

Validation Date: 2024-12-22
DOI: 10.5281/zenodo.18367903
title: SuperDARN data in netCDF format (2004-Dec)

description: 2004-Dec SuperDARN radar data in netCDF format. These files were produced using version 3.0 of the public FitACF algorithm, using the AACGM v2 coordinate system. Cite this dataset if using our data in a publication.


The RST is available here: https://github.com/SuperDARN/rst



The research enabled by SuperDARN is due to the efforts of teams of scientists and engineers working in many countries to build and operate radars, process data and provide access, develop and improve data products, and assist users in interpretation.
Users of SuperDARN data and data products are asked to acknowledge this support in presentations and publications.
A brief statement on how to acknowledge use of SuperDARN data is provided below.




Users are also asked to consult with a SuperDARN PI prior to submission of work intended for publication.
A listing of radars and PIs with contact information can be found here:
(SuperDARN Radar Overview)



Recommended form of acknowledgement for the use of SuperDARN data:



'The authors acknowledge the use of SuperDARN data. SuperDARN is a collection of radars funded by national scientific funding agencies of Australia, Canada, China, France, Italy, Japan, Norway, South Africa, United Kingdom and the United States of America.'
DOI: 10.5281/zenodo.6723412
title: SuperDARN data in netCDF format (2004-Dec)

description: 2004-Dec SuperDARN radar data in netCDF format. These files were produced using version 3.0 of the public FitACF algorithm, using the AACGM v2 coordinate system. Cite this dataset if using our data in a publication.


The RST is available here: https://github.com/SuperDARN/rst



The research enabled by SuperDARN is due to the efforts of teams of scientists and engineers working in many countries to build and operate radars, process data and provide access, develop and improve data products, and assist users in interpretation.
Users of SuperDARN data and data products are asked to acknowledge this support in presentations and publications.
A brief statement on how to acknowledge use of SuperDARN data is provided below.




Users are also asked to consult with a SuperDARN PI prior to submission of work intended for publication.
A listing of radars and PIs with contact information can be found here:
(SuperDARN Radar Overview)



Recommended form of acknowledgement for the use of SuperDARN data:



'The authors acknowledge the use of SuperDARN data. SuperDARN is a collection of radars funded by national scientific funding agencies of Australia, Canada, China, France, Italy, Japan, Norway, South Africa, United Kingdom and the United States of America.'
DOI: 10.5281/zenodo.18367390
title: Antidiabetic Potential of Thespesia garckeana Seeds: Phytochemical and Molecular Insights
DOI: 10.5281/zenodo.18367391
title: Antidiabetic Potential of Thespesia garckeana Seeds: Phytochemical and Molecular Insights
DOI: 10.15468/dl.6ufxgn
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Archidasyphyllum diacanthoides",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 35 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010940-260120142942310/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.28781447
title: <b>Comparative genomics of </b><b><i>Vibrio splendidus</i></b><b> reveals a lineage-specific association with a T3SS1 from </b><b><i>Vibrio parahaemolyticus</i></b>

description: List of <i>V. splendidus</i> genomes used to study the pangenome of this species and the list of prophages found. The analysis reveals three clades and the presence of different adaptations in virulence genes related to specific lineages.
DOI: 10.6084/m9.figshare.28781447.v3
title: <b>Comparative genomics of </b><b><i>Vibrio splendidus</i></b><b> reveals a lineage-specific association with a T3SS1 from </b><b><i>Vibrio parahaemolyticus</i></b>

description: List of <i>V. splendidus</i> genomes used to study the pangenome of this species and the list of prophages found. The analysis reveals three clades and the presence of different adaptations in virulence genes related to specific lineages.
DOI: 10.6084/m9.figshare.28781447.v2
title: <b>Comparative genomics of </b><b><i>Vibrio splendidus</i></b><b> reveals a lineage-specific association with a T3SS1 from </b><b><i>Vibrio parahaemolyticus</i></b>

description: <i>Vibrio splendidus</i> is an emergent significant pathogen in aquaculture. Comparative genomics of 154 <i>Vibrio splendidus</i> genomes, including 13 newly sequenced isolates, revealed three well-supported phylogenetic lineages with weak but significant geographic structure. The species exhibits an open pangenome (γ = 0.183) comprising 10,802 orthogroups, reflecting continuous gene exchange within the <i>V. splendidus</i> complex. Among 44 identified virulence-related genes, motility and chemotaxis functions were nearly universal, whereas a complete <i>Vibrio parahaemolyticus</i>-like Type III Secretion System (T3SS1) was found exclusively in six Clade III genomes. This locus retained most structural and effector components (VopQ, VopR, VPA0450) and contained multiple transposases, suggesting horizontal acquisition. The observed variability in prophage and antiviral defense systems further supports the role of mobile elements in diversification. Overall, <i>V. splendidus</i> evolution appears shaped by genomic plasticity and horizontal gene transfer, with lineage-specific acquisition of T3SS1 suggesting localized adaptation and potential virulence emergence.
DOI: 10.15468/dl.dthdez
title: Occurrence Download

description: A dataset containing 15 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arnaldoa weberbaueri",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 15 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010941-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.