cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.7vytxn
title: Occurrence Download

description: A dataset containing 60108 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Potentilla norvegica"
 ]
}

 The dataset includes 60108 records from 597 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008928-251120083545085/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.28869572
title: primers_TOSV_segmentL.bed

description: BED file required for primer trimming of amplicon based sequencing of TOSV segment L
DOI: 10.6084/m9.figshare.28869572.v1
title: primers_TOSV_segmentL.bed

description: BED file required for primer trimming of amplicon based sequencing of TOSV segment L
DOI: 10.6084/m9.figshare.28869569
title: Engineering a 3D Wounded Skin Equivalent to Study Early Inflammatory and Regenerative Responses In Vitro

description: Traditional models for studying wound healing, including 2D cell cultures and animal models, present substantial limitations in mimicking human skin physiology. In this study, we present a three-dimensional wounded skin equivalent (3DWoundSE) composed of human cells as a physiologically relevant <i>in vitro</i> platform to investigate wound healing processes. The model builds upon a previously established 3D skin equivalent (3DSE) and incorporates a reproducible full-thickness central wound. We characterised the 3DWoundSE using histology, cytotoxicity assays, immunofluorescence staining, and pro-inflammatory cytokine profiling at multiple time points post-wounding. Results revealed hallmark wound responses, including increased LDH and apoptosis-inducing factor (AIF) expression, dynamic Ki-67 proliferation changes, and a pro-inflammatory cytokine response, notably elevated IL-6, IL-8, IL-33 and TNF-α levels. Compared to the intact 3DSE, this 3DWoundSE demonstrated enhanced responsiveness to injury and cytotoxic stimuli, confirming its utility for early wound response assessment. This platform offers a reproducible and ethically sound alternative to animal models, with potential applications in dermatological research, drug development, and therapeutic screening.
DOI: 10.17632/cww7h3k9gd
title: данные для диссертации

description: файл содержит сводную информацию о доходности крупнейших российских страховых компаний за период с 2013 по 2023 год, а также данные о макроэкономических индикаторах, инвестиционных портфелях и доходности активов. Основной массив информации сосредоточен на листе «компании», где в табличной форме представлена динамика показателей страховой, инвестиционной и совокупной доходности для каждой компании. Структура таблицы охватывает как абсолютные значения доходности (в тыс. рублей), так и их относительные изменения по годам. Это позволяет проводить как статический, так и динамический анализ финансовых результатов страховых организаций в условиях различной макроэкономической конъюнктуры.
На вспомогательном листе представлена трансформированная форма этих же данных, где по строкам расположены годы, а по столбцам – названия страховых компаний. 
Макроэкономические параметры, такие как темпы роста ВВП России и мира, инфляция, доходности государственных и корпоративных облигаций, курсы валют, индексы МосБиржи, РТС, S&P 500 и индекс волатильности VIX, собраны на листах «показатели» и «Лист4». Эти данные предназначены для построения регрессионных моделей, оценки влияния внешнеэкономической среды на доходность страховых компаний и анализа факторов риска.
Лист «портфели» содержит расчетные значения доходности различных инвестиционных портфелей, сформированных с разными долями акций, облигаций и депозитов.
DOI: 10.17632/cww7h3k9gd.1
title: данные для диссертации

description: файл содержит сводную информацию о доходности крупнейших российских страховых компаний за период с 2013 по 2023 год, а также данные о макроэкономических индикаторах, инвестиционных портфелях и доходности активов. Основной массив информации сосредоточен на листе «компании», где в табличной форме представлена динамика показателей страховой, инвестиционной и совокупной доходности для каждой компании. Структура таблицы охватывает как абсолютные значения доходности (в тыс. рублей), так и их относительные изменения по годам. Это позволяет проводить как статический, так и динамический анализ финансовых результатов страховых организаций в условиях различной макроэкономической конъюнктуры.
На вспомогательном листе представлена трансформированная форма этих же данных, где по строкам расположены годы, а по столбцам – названия страховых компаний. 
Макроэкономические параметры, такие как темпы роста ВВП России и мира, инфляция, доходности государственных и корпоративных облигаций, курсы валют, индексы МосБиржи, РТС, S&P 500 и индекс волатильности VIX, собраны на листах «показатели» и «Лист4». Эти данные предназначены для построения регрессионных моделей, оценки влияния внешнеэкономической среды на доходность страховых компаний и анализа факторов риска.
Лист «портфели» содержит расчетные значения доходности различных инвестиционных портфелей, сформированных с разными долями акций, облигаций и депозитов.
DOI: 10.17632/z7j7fdpj5k
title: Multi-modal Synergy: Bridging Chinese Culture Expression and Teaching Interaction in Art English Textbooks via Self-supervised Learning

description: Existing art English textbooks often have inadequate semantic coherence and limited interactivity in Chinese cultural content. To address this, we propose a novel methodology integrating self-supervised learning with the LXMERT model. The CLIP model is used to align text, image, and video data in a shared semantic space. Then, LXMERT's two-stream Transformer architecture extracts and fuses multimodal features, enhancing fusion consistency. A Chinese cultural knowledge graph boosts cultural concept semantic expression and improves textbook content structure. Our two-way interactive model and cross-cultural learning path optimization strategy also enhance teaching adaptability and communication effectiveness. Experiments show our approach improves text-image semantic matching (above 0.88), multimodal feature fusion consistency (0.895), and concept matching accuracy (up to 0.94), while raising learner interaction frequency to an average of 35 times per day. These optimizations elevate textbook multimodal consistency, cross-cultural adaptability, and teaching interactivity, offering methodological support for art English textbook enhancement and boosting students' cross-cultural competence.
DOI: 10.17632/z7j7fdpj5k.1
title: Multi-modal Synergy: Bridging Chinese Culture Expression and Teaching Interaction in Art English Textbooks via Self-supervised Learning

description: Existing art English textbooks often have inadequate semantic coherence and limited interactivity in Chinese cultural content. To address this, we propose a novel methodology integrating self-supervised learning with the LXMERT model. The CLIP model is used to align text, image, and video data in a shared semantic space. Then, LXMERT's two-stream Transformer architecture extracts and fuses multimodal features, enhancing fusion consistency. A Chinese cultural knowledge graph boosts cultural concept semantic expression and improves textbook content structure. Our two-way interactive model and cross-cultural learning path optimization strategy also enhance teaching adaptability and communication effectiveness. Experiments show our approach improves text-image semantic matching (above 0.88), multimodal feature fusion consistency (0.895), and concept matching accuracy (up to 0.94), while raising learner interaction frequency to an average of 35 times per day. These optimizations elevate textbook multimodal consistency, cross-cultural adaptability, and teaching interactivity, offering methodological support for art English textbook enhancement and boosting students' cross-cultural competence.
DOI: 10.17632/6fnp355h8y
title: Data Analysis on the Competitiveness of Electric Vehicles in China

description: Research Hypothesis
This study hypothesizes that China’s new energy vehicle (NEV) industry has significantly increased its international competitiveness over recent years, driven by policy support, technological innovation, and supply chain efficiency.
Data Source and Collection
Data were collected from the United Nations Commodity Trade Statistics Database (UN Comtrade) for 16 major NEV-producing countries from 2017 to 2023. The study focuses on two main types of passenger NEVs classified under HS codes 870360 and 870380 to ensure consistency.
Key Indicators and Analysis
Five indicators were used to assess competitiveness: International Market Share (IMS), Revealed Comparative Advantage (RCA), Competitive Advantage Index (CA), Trade Competitiveness Index (TCI), and Export Contribution Rate (C). IMS measures a country’s share of global NEV exports, while TCI reflects net export strength.
Main Findings
China’s international market share in NEVs rose sharply from 1.28% in 2017 to 24.80% in 2023, surpassing Japan and the USA to become the world’s second-largest NEV exporter.
Global NEV exports increased over eightfold from $17.4 billion in 2017 to $161.5 billion in 2023, with China’s exports growing nearly 180 times from $224 million to $38.45 billion.
China’s Trade Competitiveness Index shifted from negative (net importer) before 2020 to strongly positive (net exporter) after 2020, reaching 0.7302 in 2023, indicating robust competitiveness. Germany, Japan, and South Korea also maintain positive trade competitiveness, while the U.S. shows weakening trends.
Notable Observations
China’s rapid NEV growth is closely linked to sustained government policies, technological advances (especially in batteries and intelligent driving), and a large domestic market.
Germany’s market share fluctuations relate to subsidy policy changes.
Traditional automotive powers face increasing competition as China expands globally.
The global NEV market is rapidly expanding, reflecting strong demand for sustainable transportation.
Interpretation and Use
These data provide a quantitative basis to evaluate and compare countries’ NEV industry competitiveness. Policymakers and industry leaders can use these insights to guide strategic decisions on innovation, market expansion, and international trade positioning. The findings underscore China’s emergence as a dominant global NEV player and highlight the importance of coordinated policy and technological efforts in sustaining competitiveness.
This summary preserves the core content and insights of your original description in a more concise form.
DOI: 10.17632/6fnp355h8y.1
title: Data Analysis on the Competitiveness of Electric Vehicles in China

description: Research Hypothesis
This study hypothesizes that China’s new energy vehicle (NEV) industry has significantly increased its international competitiveness over recent years, driven by policy support, technological innovation, and supply chain efficiency.
Data Source and Collection
Data were collected from the United Nations Commodity Trade Statistics Database (UN Comtrade) for 16 major NEV-producing countries from 2017 to 2023. The study focuses on two main types of passenger NEVs classified under HS codes 870360 and 870380 to ensure consistency.
Key Indicators and Analysis
Five indicators were used to assess competitiveness: International Market Share (IMS), Revealed Comparative Advantage (RCA), Competitive Advantage Index (CA), Trade Competitiveness Index (TCI), and Export Contribution Rate (C). IMS measures a country’s share of global NEV exports, while TCI reflects net export strength.
Main Findings
China’s international market share in NEVs rose sharply from 1.28% in 2017 to 24.80% in 2023, surpassing Japan and the USA to become the world’s second-largest NEV exporter.
Global NEV exports increased over eightfold from $17.4 billion in 2017 to $161.5 billion in 2023, with China’s exports growing nearly 180 times from $224 million to $38.45 billion.
China’s Trade Competitiveness Index shifted from negative (net importer) before 2020 to strongly positive (net exporter) after 2020, reaching 0.7302 in 2023, indicating robust competitiveness. Germany, Japan, and South Korea also maintain positive trade competitiveness, while the U.S. shows weakening trends.
Notable Observations
China’s rapid NEV growth is closely linked to sustained government policies, technological advances (especially in batteries and intelligent driving), and a large domestic market.
Germany’s market share fluctuations relate to subsidy policy changes.
Traditional automotive powers face increasing competition as China expands globally.
The global NEV market is rapidly expanding, reflecting strong demand for sustainable transportation.
Interpretation and Use
These data provide a quantitative basis to evaluate and compare countries’ NEV industry competitiveness. Policymakers and industry leaders can use these insights to guide strategic decisions on innovation, market expansion, and international trade positioning. The findings underscore China’s emergence as a dominant global NEV player and highlight the importance of coordinated policy and technological efforts in sustaining competitiveness.
This summary preserves the core content and insights of your original description in a more concise form.
DOI: 10.15468/dl.qbntfz
title: Occurrence Download

description: A dataset containing 52 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eichhornia crassipes",
 "HasCoordinate is true",
 "Country is Nigeria"
 ]
}

 The dataset includes 52 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024697-250811113504898/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.29946443
title: Fig. 2b - ECOR31 mCpol wildtype (ORB63914)

description: Fig. 2b - ECOR31 mCpol wildtype (ORB63914)
DOI: 10.6084/m9.figshare.29946443.v1
title: Fig. 2b - ECOR31 mCpol wildtype (ORB63914)

description: Fig. 2b - ECOR31 mCpol wildtype (ORB63914)
DOI: 10.15468/dl.eqyh7z
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Haematoxylum campechianum",
 "Country is Sierra Leone",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024698-250811113504898/datasets/export for details.
DOI: 10.15468/dl.wy53fh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Haematoxylum campechianum",
 "Country is Sudan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024699-250811113504898/datasets/export for details.
DOI: 10.15468/dl.ucsesv
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Haematoxylum campechianum",
 "Country is Suriname",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0024700-250811113504898/datasets/export for details.
DOI: 10.15468/dl.23xp2w
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Herwigia kreffti (Nielsen & Larsen, 1970)",
 "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 ((-10.6036 29.6447,-11.635 28.8496,-9.0352 28.8496,-9.0352 33.4562,-9.6631 32.8696,-9.7766 32.3158,-10.3241 31.5424,-10.3942 30.6542,-10.1716 30.2225,-10.6036 29.6447))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009875-250525065834625/datasets/export for details.
DOI: 10.15468/dl.2g38v7
title: Occurrence Download

description: A dataset containing 10471 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Algunas especies de anfibios y reptiles contenidos en el Proyecto de Norma Oficial Mexicana PROY-NOM-059-ECOL-2000"
 ]
}

 The dataset includes 10471 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009874-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15473268
title: HewelXX/Dataset: Palmprint Dataset

description: Here is how to obtain the palmprint dataset.
DOI: 10.15468/dl.d8dq9r
title: Occurrence Download

description: A dataset containing 2980 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Continent is South America",
 "Country is Argentina",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Molossidae"
 ]
}

 The dataset includes 2980 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009718-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pgv8vm
title: Occurrence Download

description: A dataset containing 13327 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is The observation records from whale and dolphin watching inshore of Hualien, eastern Taiwan｜臺灣花蓮近海賞鯨之鯨豚觀測紀錄"
 ]
}

 The dataset includes 13327 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009719-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.73dn77
title: Occurrence Download

description: A dataset containing 1938 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Nasua narica (Linnaeus, 1766)",
 "Year 2023-2025"
 ]
}

 The dataset includes 1938 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001242-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xxhx3p
title: Occurrence Download

description: A dataset containing 1134 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Rhododendron concinnum Hemsl."
 ]
}

 The dataset includes 1134 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001244-250424135625364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t6u9am
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Amazona leucocephala (Linnaeus, 1758))",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015923-250525065834625/datasets/export for details.
DOI: 10.15468/dl.nratt7
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",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Amazona leucocephala (Linnaeus, 1758))",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0015922-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.26131/irsa624
title: Euclid Q1 PHZ NIR Physical Parameters Catalog

description: Euclid Quick Release 1 (Q1) consists of approximately 30 TB of imaging, spectroscopy, and catalogs covering four non-contiguous fields: Euclid Deep Field North (22.9 sq deg), Euclid Deep Field Fornax (12.1 sq deg), Euclid Deep Field South (28.1 sq deg), and LDN1641. Q1 data products include Level 1 raw VIS and NISP frames; Level 2 Calibrated VIS and NISP imaging data; Level 2 calibrated 2-D and 1-D spectra; Level 2 multiwavelength space- and ground-based mosaics; Level 2 catalogs of photometry, photometric redshifts, and spectroscopic measurements; and Level 3 visibility masks.

This dataset or service is made available by the Infrared Science Archive (IRSA) at IPAC, which is operated by the California Institute of Technology under contract with the National Aeronautics and Space Administration.
DOI: 10.6084/m9.figshare.30703070
title: Additional file 2 of Trends in national-level school feeding policy objectives worldwide: Japan and multiple countries

description: Additional file 2 (Title of data: Appendix 1. The countries which participated and did not participate in The Global Child Nutrition Foundation (GCNF) survey 2021. Description of data. The file is supplemental detailed information about the countries which participated and did not participate in The Global Child Nutrition Foundation (GCNF) survey 2021from its data set.)
DOI: 10.6084/m9.figshare.30703070.v1
title: Additional file 2 of Trends in national-level school feeding policy objectives worldwide: Japan and multiple countries

description: Additional file 2 (Title of data: Appendix 1. The countries which participated and did not participate in The Global Child Nutrition Foundation (GCNF) survey 2021. Description of data. The file is supplemental detailed information about the countries which participated and did not participate in The Global Child Nutrition Foundation (GCNF) survey 2021from its data set.)