cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57760/sciencedb.j00133.00629
title: Dataset for Research on Technology Convergence Trends Based on Hypernetwork
title: 基于超网络的技术融合趋势研究数据集

description: This study focuses on patent data, sourced from the IncoPat patent database. The main processes and results are as follows:Technical Lifecycle Fitting Results.xlsx: Contains the cumulative number of patent applications, the fitting results of the Logistic model, and related parameters.Patent Dataset: Contains three preprocessed effective patent datasets for subsequent analysis.Hypernetwork Data: Contains the hypernetwork construction results for three stages.Convergence Feature Analysis: Contains the convergence feature measurements and analysis results at three levels: the overall hypernetwork, hyperedges, and nodes.Potential Convergence Relationship Mining: Contains the results of initial feature construction for nodes, hypernetwork node embeddings, similarity calculations, evaluation results of the mining effect, and the identification of high-value potential convergence directions.
description: This study focuses on patent data, sourced from the IncoPat patent database. The main processes and results are as follows:Technical Lifecycle Fitting Results.xlsx: Contains the cumulative number of patent applications, the fitting results of the Logistic model, and related parameters.Patent Dataset: Contains three preprocessed effective patent datasets for subsequent analysis.Hypernetwork Data: Contains the hypernetwork construction results for three stages.Convergence Feature Analysis: Contains the convergence feature measurements and analysis results at three levels: the overall hypernetwork, hyperedges, and nodes.Potential Convergence Relationship Mining: Contains the results of initial feature construction for nodes, hypernetwork node embeddings, similarity calculations, evaluation results of the mining effect, and the identification of high-value potential convergence directions.
DOI: 10.57760/sciencedb.33569
title: Appendix - Nostalgic Videos Based on Computational Grounded Theory Analysis - Data Analysis and Knowledge Discovery - Zhao Yuxiang et al.
title: 附录-基于计算扎根理论分析的怀旧视频-数据分析与知识发现-赵宇翔等

description: This document serves as an appendix to the paper submitted to Data Analysis and Knowledge Discovery for the reader's reference.
description: This document serves as an appendix to the paper submitted to Data Analysis and Knowledge Discovery for the reader's reference.
DOI: 10.57760/sciencedb.33567
title: Nostalgic Video User Comment Data from Bilibili
title: B站怀旧视频用户评论数据

description: This dataset comprises 28,245 comments from videos on the Bilibili video platform that meet the following criteria, selected from the top five pages of comprehensive rankings for videos tagged with “nostalgia” or “Chinese retro-core”: (1) Video views exceed 100,000; (2) Related videos have at least 300 comments; (3) Excludes advertisements and videos where the title or tags contain keywords like “nostalgia” or “Chinese retro” but the content is unrelated to nostalgia.
description: This dataset comprises 28,245 comments from videos on the Bilibili video platform that meet the following criteria, selected from the top five pages of comprehensive rankings for videos tagged with “nostalgia” or “Chinese retro-core”: (1) Video views exceed 100,000; (2) Related videos have at least 300 comments; (3) Excludes advertisements and videos where the title or tags contain keywords like “nostalgia” or “Chinese retro” but the content is unrelated to nostalgia.
DOI: 10.15468/dl.fyh3ja
title: Occurrence Download

description: A dataset containing 252 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Rhinopithecus"
 ]
}

 The dataset includes 252 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072593-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3evnx2
title: Occurrence Download

description: A dataset containing 243 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Anoplophora glabripennis",
 "Year 2017-2026"
 ]
}

 The dataset includes 243 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072594-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.98n247
title: Occurrence Download

description: A dataset containing 93 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((111.357 21.461,115.422 21.461,115.422 24.392,111.357 24.392,111.357 21.461))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Muntiacus muntjak"
 ]
}

 The dataset includes 93 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072595-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ksvgpa
title: Occurrence Download

description: A dataset containing 319 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Muntiacus crinifrons"
 ]
}

 The dataset includes 319 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072596-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18143823
title: SEM Withered Plant (BSE, 2026-01-04) — Kikoh Matsuura (Art–Science Archive)

description: SEM Withered Plant (BSE, 2026-01-04) is a child dataset within the series SEM Withered Plant (BSE Series) by Kikoh Matsuura.

It contains raw, uncompressed BMP images (without embedded scale bars) and JPG preview images (with overlaid scale bars), acquired on 2026-01-04 with a personally owned TECHNEX TinySEM M3-i using the BSE detector under high-vacuum conditions.

This dataset constitutes the primary observation data underlying the art–science work Withered Plant.The images capture the hidden microstructures of a dried plant fragment, prepared with an Au sputter coating and observed at an accelerating voltage of 15 kV with a label magnification of 120×.

By preserving both raw scientific evidence and its artistic context, this record stands as a unique trace at the boundary between art and science.

It links to the parent series record via the “Related works” field (IsPartOf) and contributes to the long-term archival of observation as both scientific evidence and a cultural record.
DOI: 10.5281/zenodo.18143824
title: SEM Withered Plant (BSE, 2026-01-04) — Kikoh Matsuura (Art–Science Archive)

description: SEM Withered Plant (BSE, 2026-01-04) is a child dataset within the series SEM Withered Plant (BSE Series) by Kikoh Matsuura.

It contains raw, uncompressed BMP images (without embedded scale bars) and JPG preview images (with overlaid scale bars), acquired on 2026-01-04 with a personally owned TECHNEX TinySEM M3-i using the BSE detector under high-vacuum conditions.

This dataset constitutes the primary observation data underlying the art–science work Withered Plant.The images capture the hidden microstructures of a dried plant fragment, prepared with an Au sputter coating and observed at an accelerating voltage of 15 kV with a label magnification of 120×.

By preserving both raw scientific evidence and its artistic context, this record stands as a unique trace at the boundary between art and science.

It links to the parent series record via the “Related works” field (IsPartOf) and contributes to the long-term archival of observation as both scientific evidence and a cultural record.
DOI: 10.34740/kaggle/dsv/14388530
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.hyrwg6
title: Occurrence Download

description: A dataset containing 6474 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hordeum murinum glaucum)",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6474 records from 136 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072598-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4v9dwm
title: Occurrence Download

description: A dataset containing 23902 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hyparrhenia hirta)",
 "Year is greater than or equal to 2000",
 "Year is less than or equal to 2025",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 23902 records from 172 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072599-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18144008
title: SEM Withered Plant (BSE, 2026-01-04 · Set02) — Kikoh Matsuura (Art–Science Archive)

description: SEM Withered Plant (BSE, 2026-01-04 · Set02) is a child dataset within the series SEM Withered Plant (BSE Series) by Kikoh Matsuura.

It contains raw, uncompressed BMP images (without embedded scale bars) and JPG preview images (with overlaid scale bars), acquired on 2026-01-04 with a personally owned TECHNEX TinySEM M3-i using the BSE detector under high-vacuum conditions.

This dataset constitutes the primary observation data underlying the art–science work Withered Plant.The images capture the hidden microstructures of a dried plant fragment, prepared with an Au sputter coating and observed at an accelerating voltage of 15 kV with a label magnification of 250×.

By preserving both raw scientific evidence and its artistic context, this record stands as a unique trace at the boundary between art and science.

It links to the parent series record via the “Related works” field (IsPartOf) and contributes to the long-term archival of observation as both scientific evidence and a cultural record.
DOI: 10.5281/zenodo.18144009
title: SEM Withered Plant (BSE, 2026-01-04 · Set02) — Kikoh Matsuura (Art–Science Archive)

description: SEM Withered Plant (BSE, 2026-01-04 · Set02) is a child dataset within the series SEM Withered Plant (BSE Series) by Kikoh Matsuura.

It contains raw, uncompressed BMP images (without embedded scale bars) and JPG preview images (with overlaid scale bars), acquired on 2026-01-04 with a personally owned TECHNEX TinySEM M3-i using the BSE detector under high-vacuum conditions.

This dataset constitutes the primary observation data underlying the art–science work Withered Plant.The images capture the hidden microstructures of a dried plant fragment, prepared with an Au sputter coating and observed at an accelerating voltage of 15 kV with a label magnification of 250×.

By preserving both raw scientific evidence and its artistic context, this record stands as a unique trace at the boundary between art and science.

It links to the parent series record via the “Related works” field (IsPartOf) and contributes to the long-term archival of observation as both scientific evidence and a cultural record.
DOI: 10.15468/dl.cv8tuj
title: Occurrence Download

description: A dataset containing 4057 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Muntiacus"
 ]
}

 The dataset includes 4057 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072600-251120083545085/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/14388512
title: Daily Public Opinion on Israel-Palestine War
DOI: 10.5281/zenodo.18144342
title: SEM Withered Plant (BSE Series) — Kikoh Matsuura (Art–Science Archive)

description: Parent (series) record for *SEM Withered Plant (BSE)* by Kikoh Matsuura.  This record serves as the hub for all child datasets in the series.

**Files included:**- A series overview (TXT) documenting scope, naming rules, citation style, and file policy- A machine-readable index (CSV) that will be updated to list child datasets (DOIs, imaging parameters, etc.)

Each child dataset contains raw, uncompressed BMP images (≈10 per set, number varies) acquired with a personally owned TECHNEX TinySEM M3-i using the BSE detector under high-vacuum conditions.  Child records provide detailed READMEs with exact parameters (accelerating voltage, working distance, vacuum, pixel size, field of view, frame time, coating).

This parent provides a stable concept DOI for the entire *SEM Withered Plant (BSE)* series.  Child datasets link back via *IsPartOf*, and this parent enumerates them via *HasPart*.  

*This series visualizes the hidden order and chance in withered plants through SEM-BSE, leaving a unique trace at the boundary between art and science.*
DOI: 10.15468/dl.3fj9vf
title: Occurrence Download

description: A dataset containing 252 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Rhinopithecus"
 ]
}

 The dataset includes 252 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072601-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v4ctzw
title: Occurrence Download

description: A dataset containing 225 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Cervus"
 ]
}

 The dataset includes 225 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072603-251120083545085/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/14388567
title: Public Opinion on Climate Change (Updated Daily)
DOI: 10.6084/m9.figshare.30995215
title: <b>Synthetic Temporal Dataset for Early Prediction of Gestational Diabetes Mellitus</b>

description: This dataset is developed to support robust early prediction of gestational diabetes mellitus (GDM). Due to limited access to large clinical cohorts, a publicly available GDM dataset from Kaggle was adopted to ensure transparency and reproducibility. The raw data were cleaned and class imbalance was addressed using SMOTE. The resulting balanced static dataset was then expanded into week-wise temporal sequences using a physiology-guided augmentation approach. These synthetic trajectories were validated to align with established maternal physiological trends, forming the basis for subsequent model development.
DOI: 10.6084/m9.figshare.30995215.v1
title: <b>Synthetic Temporal Dataset for Early Prediction of Gestational Diabetes Mellitus</b>

description: This dataset is developed to support robust early prediction of gestational diabetes mellitus (GDM). Due to limited access to large clinical cohorts, a publicly available GDM dataset from Kaggle was adopted to ensure transparency and reproducibility. The raw data were cleaned and class imbalance was addressed using SMOTE. The resulting balanced static dataset was then expanded into week-wise temporal sequences using a physiology-guided augmentation approach. These synthetic trajectories were validated to align with established maternal physiological trends, forming the basis for subsequent model development.
DOI: 10.34740/kaggle/ds/9189067
title: 🇮🇩 Reddit r/Indonesia Subreddit Dataset 2026
DOI: 10.15468/dl.vjkdam
title: Occurrence Download

description: A dataset containing 178 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Elaphurus davidianus"
 ]
}

 The dataset includes 178 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072604-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qxjnbu
title: Occurrence Download

description: A dataset containing 24 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Trachydium involucellatum"
 ]
}

 The dataset includes 24 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072605-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18105277
title: Types and characteristics of shared microbiota within families of ethnic minorities in Inner Mongolia

description: Gut microbial diversity is often studied from the perspective of community composition, but less is known about the genetic heterogeneity within species. The human gut microbiota exhibits substantial individual variation, influenced by numerous factors. This study characterized the gut microbial composition of 25 ethnic minority families from Inner Mongolia. We found that cohabitation within the same family was a more significant determinant of variation in both macrodiversity and microdiversity than other factors, including family role, ethnicity, sex, age, and geographical region. Based on average nucleotide identity, we identified 17 bacterial strains that were shared within families. Among these, Bifidobacterium adolescentis and Holdemanella biformis demonstrated higher average abundance, while Eubacterium rectale and Clostridiales bacterium were shared more frequently and across multiple families. Annotation against the Kyoto Encyclopedia of Genes and Genomes (KEGG) database revealed that most of these shared strains possess the genetic potential for the production or biosynthesis of short-chain fatty acids (SCFAs). Concurrently, computational analysis demonstrated that the genes of shared strains showed relatively low non-synonymous to synonymous polymorphism (pN/pS) ratios. Correlation network analysis indicated that, with the exception of Clostridiales bacterium, the shared strains generally did not occupy central nodes within the microbial interaction network. This research provides valuable insights into the patterns of gut microbiota sharing within families of Inner Mongolian ethnic minorities and offers a scientific basis for developing family-scale probiotic interventions.
DOI: 10.5281/zenodo.18105276
title: Types and characteristics of shared microbiota within families of ethnic minorities in Inner Mongolia

description: Gut microbial diversity is often studied from the perspective of community composition, but less is known about the genetic heterogeneity within species. The human gut microbiota exhibits substantial individual variation, influenced by numerous factors. This study characterized the gut microbial composition of 25 ethnic minority families from Inner Mongolia. We found that cohabitation within the same family was a more significant determinant of variation in both macrodiversity and microdiversity than other factors, including family role, ethnicity, sex, age, and geographical region. Based on average nucleotide identity, we identified 17 bacterial strains that were shared within families. Among these, Bifidobacterium adolescentis and Holdemanella biformis demonstrated higher average abundance, while Eubacterium rectale and Clostridiales bacterium were shared more frequently and across multiple families. Annotation against the Kyoto Encyclopedia of Genes and Genomes (KEGG) database revealed that most of these shared strains possess the genetic potential for the production or biosynthesis of short-chain fatty acids (SCFAs). Concurrently, computational analysis demonstrated that the genes of shared strains showed relatively low non-synonymous to synonymous polymorphism (pN/pS) ratios. Correlation network analysis indicated that, with the exception of Clostridiales bacterium, the shared strains generally did not occupy central nodes within the microbial interaction network. This research provides valuable insights into the patterns of gut microbiota sharing within families of Inner Mongolian ethnic minorities and offers a scientific basis for developing family-scale probiotic interventions.
DOI: 10.15468/dl.puzyc7
title: Occurrence Download

description: A dataset containing 653265 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Scolopax rusticola",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-180 -90, 180 -90, 180 90, -180 90, -180 -90))"
 ]
}

 The dataset includes 653265 records from 1338 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0072589-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15156/bio/sh0215402.10fu
title: SH0215402.10FU

description: UNITE provides a unified way for delimiting, identifying, communicating, and working with DNA-based Species Hypotheses (SH). All fungal ITS sequences in the international nucleotide sequence databases are clustered to approximately the species level by applying a set of dynamic distance values (<0.5 - 3.0%). All species hypotheses are given a unique, stable name in the form of a DOI, and their taxonomic and ecological annotations are verified through distributed, web-based third-party annotation efforts. SHs are connected to a taxon name and its classification as far as possible (phylum, class, order, etc.) by taking into account identifications for all sequences in the SH. An automatically or manually designated sequence is chosen to represent each such SH. These sequences are released (https://unite.ut.ee/repository.php) for use by the scientific community in, for example, local sequence similarity searches and next-generation sequencing analysis pipelines. The system and the data are updated automatically as the number of public fungal ITS sequences grows.
DOI: 10.15156/bio/sh0215403.10fu
title: SH0215403.10FU

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