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

description: A dataset containing 352354 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is one of (Europe, Asia)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Vespa velutina"
 ]
}

 The dataset includes 352354 records from 843 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034113-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w7skpy
title: Occurrence Download

description: A dataset containing 97 species occurrences available in GBIF matching the query:
{
 "Geometry" : [
 "POLYGON ((-109.7688 22.64913, -109.6188 22.64913, -109.6188 22.79913, -109.7688 22.79913, -109.7688 22.64913))"
 ]
}

 The dataset includes 97 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034151-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.grerjd
title: Occurrence Download

description: A dataset containing 115 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Leucippus taczanowskii"
 ]
}

 The dataset includes 115 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034152-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3umjn6
title: Occurrence Download

description: A dataset containing 4907 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Colaptes atricollis"
 ]
}

 The dataset includes 4907 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034153-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ypewu2
title: Occurrence Download

description: A dataset containing 23563057 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Trochilidae"
 ]
}

 The dataset includes 23563057 records from 1250 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0034123-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t47rvf
title: Occurrence Download

description: A dataset containing 13238 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arabidopsis Heynh.",
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "MediaType is Image"
 ]
}

 The dataset includes 13238 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0016206-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j9pemx
title: Occurrence Download

description: A dataset containing 38 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Algeria",
 "Month is one of (March, April, May, June, July)",
 "TaxonKey is Curruca iberiae (Svensson, 2013)",
 "Year 1974-2025"
 ]
}

 The dataset includes 38 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009852-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15557665
title: ТЕОРЕТИЧЕСКИЙ ТРАКТАТ ПОСЛОВИЦ И ПОГОВОРОК КАК РАЗНОВИДНОСТИ ПАРЕМИОЛОГИЧЕСКОГО КЛИШЕ С ТОЧКИ ЗРЕНИЯ УЧЁНЫХ МИРА.

description: В данной статье использованы материалы докторской диссертации на соискание ученой степени (PhD) доктора философии по филологическим наукам Сафронова Эльбека Олеговича. Исследуется теоретический трактат пословиц как разновидности паремиологического клише. Статьи посвящена исследованию пословиц как особой категории паремиологических клише, подчёркивая их актуальность в лингвистических и культурологических исследованиях. Особое внимание уделяется важности паремиологических клише как отражению культурного кода, служащих важным инструментом для категоризации жизненного опыта. Пословицы играют значительную роль в формировании мировоззрения, особенно в контексте межкультурного взаимодействия. В конечном счете, подчеркивается важность паремиологии и необходимость изучения пословиц для глубокого понимания культурного богатства любого языка.
DOI: 10.5281/zenodo.15557666
title: ТЕОРЕТИЧЕСКИЙ ТРАКТАТ ПОСЛОВИЦ И ПОГОВОРОК КАК РАЗНОВИДНОСТИ ПАРЕМИОЛОГИЧЕСКОГО КЛИШЕ С ТОЧКИ ЗРЕНИЯ УЧЁНЫХ МИРА.

description: В данной статье использованы материалы докторской диссертации на соискание ученой степени (PhD) доктора философии по филологическим наукам Сафронова Эльбека Олеговича. Исследуется теоретический трактат пословиц как разновидности паремиологического клише. Статьи посвящена исследованию пословиц как особой категории паремиологических клише, подчёркивая их актуальность в лингвистических и культурологических исследованиях. Особое внимание уделяется важности паремиологических клише как отражению культурного кода, служащих важным инструментом для категоризации жизненного опыта. Пословицы играют значительную роль в формировании мировоззрения, особенно в контексте межкультурного взаимодействия. В конечном счете, подчеркивается важность паремиологии и необходимость изучения пословиц для глубокого понимания культурного богатства любого языка.
DOI: 10.5517/ccdc.csd.cc2lbx1x
title: CCDC 2393759: Experimental Crystal Structure Determination

description: Related Article: Shijian Lu, Ya-Jie Zhang, Ying-Jie Cheng, Zi-Heng Qin, Gang-Ding Wang, Yuan Bai, Yichao Lin, Hetang Wang, Yanwei Sui, Lei Hou, Yong-Zhi Li|2025|J.Mater.Chem.A|13|10581|doi:10.1039/D4TA08827A
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.cc2lzywf
title: CCDC 2413036: Experimental Crystal Structure Determination

description: Related Article: Bangzhong Wang, Luyang Sun, Pengyue Zhang, Shuaibo Zhang, Jinfeng Zhao, Jingping Qu, Yuhan Zhou|2025|Org.Biomol.Chem.|23|3431|doi:10.1039/D5OB00005J
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.cc2mhx35
title: CCDC 2428357: Experimental Crystal Structure Determination

description: Related Article: Xiao-Qin Wei, Hui Zhang, Quan-Lin Zhang, Bo-Qiong Li, Zhi He, Xing-Yi Yu, Fu-Xing Shen, Dong Shao|2025|J.Mol.Struct.|1340|142572|doi:10.1016/j.molstruc.2025.142572
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.cc2mhx46
title: CCDC 2428358: Experimental Crystal Structure Determination

description: Related Article: Xiao-Qin Wei, Hui Zhang, Quan-Lin Zhang, Bo-Qiong Li, Zhi He, Xing-Yi Yu, Fu-Xing Shen, Dong Shao|2025|J.Mol.Struct.|1340|142572|doi:10.1016/j.molstruc.2025.142572
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: 10.57680/asep.0619562
title: Lumina quaerentur. Postsocialistická transformace jako historický proces a sociální zkušenost (Podnikání)
title: Post-socialist transformation as a historical process and social experience (Entrepreneurship)

description: Projekt "Lumina quaeruntur: Postsocialistická transformace jako historický proces a sociální zkušenost" zkoumá kulturní a společenské aspekty ekonomické transformace 80. a 90. let 20. století v České republice a na Slovensku v širším mezinárodní perspektivě. V rámci projektu vzniká několik sbírek rozhovorů. Sbírka "Podnikání" čítá 35 orálně-historických rozhovorů, které se zaměřují na zkušenosti drobných až středních soukromých podnikatelů, kteří jednak začali podnikat na začátku 90. let, a jednak měli zkušenost s podnikatelskou činností v rámci tzv. neformální ekonomiky pozdního socialismu. Dataset obsahuje základní informace o pořízených rozhovorech. Z důvodů GDPR jsou v repozitáři dostupná pouze metadata. Data jsou dostupná pouze registrovaným uživatelům prostřednictvím rozhraní Digitálních sbírek Ústavu pro soudobé dějiny AV ČR.
description: The project "Lumina quaeruntur: Post-socialist transformation as a historical process and social experience" examines the cultural and social aspects of the economic transformation of the 1980s and 1990s in the Czech Republic and Slovakia in a broader international perspective. Several collections of interviews are being created as part of the project. The collection "Entrepreneurship" includes 35 oral-historical interviews that focus on the experiences of small to medium-sized private entrepreneurs who, on the one hand, started their business in the early 1990s and, on the other hand, had experience with entrepreneurial activity within the so-called informal economy of late socialism. The dataset contains basic information about the interviews. For GDPR reasons, only metadata is available in the repository. The data is only available to registered users through the interface of the Digital Collections of the Institute for Contemporary History of the Academy of Sciences of the Czech Republic.
DOI: 10.5281/zenodo.16909316
title: Supplementary materials for "From Fiber-Optic Sensing to Mesoscale Modeling: A Spatial-Temporal Transformer-Enhanced Distributed Thermal Profiling Approach for Lithium-ion Batteries"

description: This is the Supplementary Material for the paper titled "From Fiber-Optic Sensing to Mesoscale Modeling: A Spatial-Temporal Transformer-Enhanced Distributed Thermal Profiling Approach for Lithium-ion Batteries."

There are two files included: Parameter_check.ipynb and Battery_21700_Test_1C_Dataset.csv.



The Parameter_check.ipynb file is a Jupyter notebook that showcases the majority of the weights and parameters of the trained Spatial-Temporal Transformer (STT) model.

The Battery_21700_Test_1C_Dataset.csv file is an Excel dataset that contains the terminal voltage, and internal/external temperature distribution data of a battery during 1C (approximately 5A) constant current discharge over 1-3600 seconds. The time sampling interval is 1 second.
DOI: 10.5281/zenodo.16910422
title: Supplementary materials for "From Fiber-Optic Sensing to Mesoscale Modeling: A Spatial-Temporal Transformer-Enhanced Distributed Thermal Profiling Approach for Lithium-ion Batteries"

description: This is the Supplementary Material for the paper titled "From Fiber-Optic Sensing to Mesoscale Modeling: A Spatial-Temporal Transformer-Enhanced Distributed Thermal Profiling Approach for Lithium-ion Batteries."

There are two files included: Parameter_check.ipynb and Battery_21700_Test_1C_Dataset.csv.



The Parameter_check.ipynb file is a Jupyter notebook that showcases the majority of the weights and parameters of the trained Spatial-Temporal Transformer (STT) model.

The Battery_21700_Test_1C_Dataset.csv file is an Excel dataset that contains the terminal voltage, and internal/external temperature distribution data of a battery during 1C (approximately 5A) constant current discharge over 1-3600 seconds. The time sampling interval is 1 second.
DOI: 10.15468/dl.nfvejc
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Maulisia mauli Parr, 1960",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.9648 19.8496,26.9648 19.8496,26.9648 10.8496,35.9648 10.8496,35.9648 19.8496))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011404-250525065834625/datasets/export for details.
DOI: 10.15468/dl.8fmbns
title: Occurrence Download

description: A dataset containing 3 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 Chondrosum eriopodum Torr.",
 "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 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011407-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ed6u7a
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Kengyilia kokonorica (Keng) J.L.Yang, C.Yen & B.R.Baum",
 "Year 1970-2000"
 ]
}

 The dataset includes 14 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011406-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gusqem
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Maulisia mauli Parr, 1960",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.9648 10.8496,26.9648 10.8496,26.9648 1.8496,35.9648 1.8496,35.9648 10.8496))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011408-250525065834625/datasets/export for details.
DOI: 10.15468/dl.gqd82w
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Maulisia mauli Parr, 1960",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((54.0145 -15.8532,54.1138 -16.1504,54.9312 -16.1504,55.0218 -15.961,54.8989 -15.5532,54.5521 -15.3811,54.2381 -15.4633,54.0145 -15.8532))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011409-250525065834625/datasets/export for details.
DOI: 10.15468/dl.zsj6jm
title: Occurrence Download

description: A dataset containing 25 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 Chondrosum gracile Kunth",
 "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 25 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011410-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15554104
title: The dataset of the Web Visual Flakiness in the Wild: An Empirical Study of Causes and Fixes

description: Dataset Overview





Dataset file

projects.zip



Dataset file

The data in this file can be used to further analyze flaky behaviour issues in web apps and support improvements in test stability. Our dataset file contains 8 sheets, each categorized as follows:





Projects-statistics: this sheet records statistical information for different projects, such as project names, description, the number of stars, flaky numbers, visual-related flaky numbers, etc. It provides an overview of all projects we selected.

All-data: this sheet contains the complete dataset of flaky behaviour cases, including the link, commit info, flaky description, causes of flakiness, observed fix strategies and framework, status, priority, etc. It serves as the foundation for our analysis.

Top5-code-distribution-web: this sheet presents the top five code distributions related to web projects, calculates the code line percentage. It helps analyze the prevalence of style-related code.

Causes-statistics: this sheet analyzes common causes of Style Resource Latency, Style Interpretation Issues, Timing-sensitive Visual Triggers, DOM Structure Issues, and Layout Instability. It serves as a basis for root cause analysis.

Fixed-cases and type statistics: the flaky behaviour cases that have been fixed and categorized by type. It provides insights into common fixes and their effectiveness.

Priority-statistic: it shows that developers addressing priorities (P1 (high), P2 (medium), and P3 (low)) under different flaky causes, which collect the priority of flaky cases in Chromium.

Framework-causes: it shows that different frameworks can have an impact on the nature and frequency of flaky behaviour, underscoring the need for tailored mitigation strategies.



Projects.zip

It contains all the projects we selected from the open-source projects, including source files used to calculate style-related code in the project, calculation results and statistics.
DOI: 10.5281/zenodo.15560933
title: La Sobrecarga del Cuidador Informal en la Discapacidad Grave en el Área Rural de Tetuán, Marruecos

description: Con el propósito de apoyar la revisión y garantizar la transparencia del proceso investigador, relaciono los siguientes archivos complementarios que acompañan la publicación del artículo "La Sobrecarga del Cuidador Informal en la Discapacidad Grave en el Área Rural de Tetuán, Marruecos":



Archivo complementario S1: Dataset con la autorización del Comité de Ética en Investigación Humana (CEIH) y los instrumentos de recogida de datos.

Archivo complementario S2: Dataset con los resultados brutos obtenidos en el trabajo de campo.

Archivo complementario S3: Dataset con los análisis estadísticos realizados.

Archivo complementario S4: Dataset con las tablas y gráficas generadas para el análisis y la discusión de resultados.
DOI: 10.5281/zenodo.15560934
title: La Sobrecarga del Cuidador Informal en la Discapacidad Grave en el Área Rural de Tetuán, Marruecos

description: Con el propósito de apoyar la revisión y garantizar la transparencia del proceso investigador, relaciono los siguientes archivos complementarios que acompañan la publicación del artículo "La Sobrecarga del Cuidador Informal en la Discapacidad Grave en el Área Rural de Tetuán, Marruecos":



Archivo complementario S1: Dataset con la autorización del Comité de Ética en Investigación Humana (CEIH) y los instrumentos de recogida de datos.

Archivo complementario S2: Dataset con los resultados brutos obtenidos en el trabajo de campo.

Archivo complementario S3: Dataset con los análisis estadísticos realizados.

Archivo complementario S4: Dataset con las tablas y gráficas generadas para el análisis y la discusión de resultados.
DOI: 10.15468/dl.cktbhb
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Maulisia mauli Parr, 1960",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((54.1341 -16.2111,54.4917 -16.3924,54.8913 -16.2339,54.9312 -16.1504,54.1138 -16.1504,54.1341 -16.2111))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011412-250525065834625/datasets/export for details.
DOI: 10.15468/dl.8yjm7j
title: Occurrence Download

description: A dataset containing 435 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 Chorizanthe brevicornu Torr.",
 "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 435 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011413-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pcded4
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Maulisia mauli Parr, 1960",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((50.4237 -16.4452,50.6026 -16.1504,44.9648 -16.1504,44.9648 -25.1504,47.5481 -25.1504,49.8976 -18.3404,50.0029 -17.5803,50.4067 -17.0878,50.4237 -16.4452))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011414-250525065834625/datasets/export for details.