cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18616670
title: SEM Withered Plant (BSE, 2026-02-12) — Kikoh Matsuura (Art–Science Archive)

description: SEM Withered Plant (BSE, 2026-02-12) 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 2026-02-12 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 at a nominal magnification of 50×.

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.cssfgn
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Sobralia citrea",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 5 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010539-260208012135463/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/14813897
title: Layline Shareholder activism dataset
DOI: 10.15468/dl.6v85ky
title: Occurrence Download

description: A dataset containing 72 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Gyrinops"
 ]
}

 The dataset includes 72 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010540-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.383ayr
title: Occurrence Download

description: A dataset containing 116 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)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Cleistogenes songorica"
 ]
}

 The dataset includes 116 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010541-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xtbzct
title: Occurrence Download

description: A dataset containing 3330 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Galactia striata villosa",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 3330 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010542-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tmgeap
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ancistrus verecundus",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 17 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010543-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.4ve4jq
title: Occurrence Download

description: A dataset containing 554 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Spathoglottis plicata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 554 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010547-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.twz34s
title: Occurrence Download

description: A dataset containing 1102 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)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Cleistogenes squarrosa"
 ]
}

 The dataset includes 1102 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010548-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2v7npv
title: Occurrence Download

description: A dataset containing 67017 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Pelecanus philippensis"
 ]
}

 The dataset includes 67017 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010501-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f6g3bw
title: Occurrence Download

description: A dataset containing 8673 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chamaecrista mimosoides",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 8673 records from 181 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010549-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a3q8s7
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Andeancistrus eschwartzae",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010550-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.31321369.v1
title: AI Adoption in Informal Economies: Youth Innovation in the Democratic Republic of the Congo - Replication Package

description: <b>Dataset Title:</b> AI_Adoption_DRC_Replication_Package<br><b>Study:</b> <i>AI Adoption in Informal Economies: Youth Innovation in the Democratic Republic of the Congo</i><br><b>Author:</b> Dr. Delphin B. Kyubwa, PhD (2026)<br><b>License:</b> Creative Commons Attribution 4.0 International (CC BY 4.0)Dataset DescriptionThis repository contains anonymized and aggregated analytical data supporting the findings of the study <i>AI Adoption in Informal Economies: Youth Innovation in the Democratic Republic of the Congo</i>. The dataset is structured to promote transparency, reproducibility, and ethical research dissemination while protecting participant confidentiality.The replication package includes:<b>dataset_transcripts_deidentified.csv</b><br>Structured, anonymized analytical excerpts derived from qualitative interviews. These excerpts illustrate thematic coding patterns and do not reproduce full interview transcripts.<b>thematic_codebook.xlsx</b><br>A structured coding framework linking empirical themes to Socio-Technical Systems (STS) theory, ICT4D scholarship, and the Capability Approach. The codebook includes theme definitions, inclusion criteria, and representative excerpts.<b>tables_underlying_data.xlsx</b><br>Aggregated quantitative summaries (frequencies and percentages) underlying the tables and figures reported in the published article.Ethical and Data Protection StatementNo personally identifiable information (PII) is included in this repository. Full interview transcripts are not shared in order to protect participant confidentiality and comply with ethical standards governing minimal-risk qualitative research. All released materials have been reviewed to minimize any risk of re-identification.Replicability NotesAll datasets are fully anonymized.Data are provided in open, machine-readable formats (CSV and XLSX).Variable names follow standardized conventions.No proprietary software or custom algorithms were used in the analysis.Findings can be replicated using standard qualitative coding procedures and descriptive statistical methods.For inquiries regarding this dataset, please contact the author via L'Université Technologique du Congo (UTC).
DOI: 10.15468/dl.mcxkvq
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-98.6073 25.27466,-99.07849 23.92688,-97.79059 23.59837,-97.65649 24.1986,-97.68872 24.49438,-97.35354 25.31959,-97.23549 25.49608,-97.18715 25.99393,-97.50415 25.90322,-97.78248 25.97769,-98.33864 26.08251,-98.6073 26.21641,-98.6073 25.27466))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Xerospermophilus spilosoma"
 ]
}

 The dataset includes 31 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010551-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cvgdxm
title: Occurrence Download

description: A dataset containing 1493 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Indonesia",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Thymelaeaceae"
 ]
}

 The dataset includes 1493 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010552-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8ucm7k
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Specklinia areldii",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010553-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18616828
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.)- Withered Plant — Declaration (PDF) — issued once / no future revisions / no images- Withered Plant: Phase I (DOI 1–100) — Record (PDF) — fixed record / no future revisions

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.p2d7gm
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Andeancistrus platycephalus",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 25 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010555-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8kfkxv
title: Occurrence Download

description: A dataset containing 440 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)"
 ]
 }
 },
 "Year is greater than or equal to 1900",
 "TaxonKey is Cleoserrata speciosa"
 ]
}

 The dataset includes 440 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010554-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a2cdue
title: Occurrence Download

description: A dataset containing 3245 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Crotalaria montana",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 3245 records from 36 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010556-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17958489
title: BatteryLife_Processed

description: News



[Dec. 17th 2025] Released v9. We've detected a bug in the preprocessing script for the CALCE dataset that affects versions v7 and v8 (resulting in potential data loss). This has been fixed in the newly released v9. Please update immediately to avoid errors. We apologize for the inconvenience. Ref: Issue #18 in BatteryLife.

[Nov. 29th 2025]: Released v8, fixing the problem of charge capacity columns for CALB dataset.

[Oct. 30th 2025]: Released v7, adding SDU dataset and corrected the time_in_s column in all batteries.

[June 3rd 2025]: Released v6, adding the complete Stanford dataset as "Stanford_2" (now including both releases of the Stanford dataset). We also corrected data statistics in the readme documents.

[Apr. 29th 18:00 pm 2025]: We found that some "SOC_interval" records in the ISU_ILCC dataset were wrong. We have fixed the wrong "SOC_interval" records in version v5.

[Mar. 5th 2025]: Due to some network issues, only the data since Mar. 5th, 2025 are complete. Please download the data of version v4 from Zenodo or download the datasets from Huggingface since Mar. 5th, 2025.


Note: Time is (Anywhere on Earth time zone).

 

Here is the processed dataset for our publication, "BatteryLife: A Comprehensive Dataset and Benchmark for Battery Life Prediction".

 

The purpose of proposing this data is to facilitate battery life prediction research. It is also possible to use the processed datasets for other battery informatics tasks. This dataset consists of four sub-datasets: Li-ion, Zn-ion, Na-ion, and CALB datasets. It includes 990 batteries, 8 different battery formats, 59 different chemical systems, 9 different operation temperatures, and 421 different charge/discharge protocols in a uniform data format. Other details can be found in README.md in READMEs.zip. The life labels of the processed batteries are in "Life Labels.zip".

 

The official repository for preprocessing and benchmarking is available at: Ruifeng-Tan/BatteryLife: The official BatteryLife repository (github.com). If you use the data, you should cite the BatteryLife: A Comprehensive Dataset and Benchmark for Battery Life Prediction and the original papers that produced the data. The updated code of conduct is shown in the Github repository.

 

If you are interested in contributing, please contact us via email at rtan474@connect.hkust-gz.edu.cn and whong719@connect.hkust-gz.edu.cn.
DOI: 10.57760/sciencedb.37296
title: Infectome landscape of rodents and shrews in Guangdong Province reveals diverse pathogens with zoonotic potential in wildlife
title: Infectome landscape of rodents and shrews in Guangdong Province reveals diverse pathogens with zoonotic potential in wildlife

description: This dataset includes raw metatranscriptomic sequencing data generated from 227 tissue samples (liver, spleen, lung, and kidney) collected from 58 rodents and shrews, together with sequence data used for pathogen identification. Samples were collected between 2017 and 2023 across six representative regions of Guangdong Province, China (Huizhou, Shaoguan, Shanwei, Chaozhou, Zhanjiang, and Guangzhou). Following nucleic acid extraction, tissue samples were pooled for library construction based on host species, tissue type, and sampling location, resulting in a total of 51 sequencing libraries. Infectome analysis revealed a broad spectrum of pathogens, including viruses, bacteria, and eukaryotic microorganisms, and led to the identification of 42 mammalian viruses, 12 eukaryotic species, and 2 bacterial species.
description: This dataset includes raw metatranscriptomic sequencing data generated from 227 tissue samples (liver, spleen, lung, and kidney) collected from 58 rodents and shrews, together with sequence data used for pathogen identification. Samples were collected between 2017 and 2023 across six representative regions of Guangdong Province, China (Huizhou, Shaoguan, Shanwei, Chaozhou, Zhanjiang, and Guangzhou). Following nucleic acid extraction, tissue samples were pooled for library construction based on host species, tissue type, and sampling location, resulting in a total of 51 sequencing libraries. Infectome analysis revealed a broad spectrum of pathogens, including viruses, bacteria, and eukaryotic microorganisms, and led to the identification of 42 mammalian viruses, 12 eukaryotic species, and 2 bacterial species.
DOI: 10.15468/dl.htkcbx
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Spiranthes australis",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010557-260208012135463/datasets/export for details.
DOI: 10.5281/zenodo.18615966
title: Unraveling the Origin of Unequal Mass Gravitational Wave Events: Insights from a Galactic High Mass X-ray Binary

description: Numerical results of the simulations presented in Shah, Renzo et al. 2026 



MESA version_number r24.08.1 MESA SDK version 24.7.1

 

Details about the simulations, output, and scripts to reproduce the figures are in the README
DOI: 10.5281/zenodo.18615967
title: Unraveling the Origin of Unequal Mass Gravitational Wave Events: Insights from a Galactic High Mass X-ray Binary

description: Numerical results of the simulations presented in Shah, Renzo et al. 2026 



MESA version_number r24.08.1 MESA SDK version 24.7.1

 

Details about the simulations, output, and scripts to reproduce the figures are in the README
DOI: 10.57760/sciencedb.j00289.00065
title: Research on the impact of patient capital on disruptive technological innovation in future industries
title: 耐心资本对未来产业颠覆性技术创新的影响研究

description:  This data is primarily used to explore the impact and mechanism of patient capital on disruptive technological innovation in future industries. It is based on a sample of listed companies in China's Shanghai and Shenzhen A-share markets from 2016 to 2023, encompassing various types of data such as disruptive technological innovation in future industries, patient capital, control variables, mechanism variables, heterogeneity analysis variables, and moderating variables. The data was manually collected by the author from Wind Financial Terminal, Tonghuashun iFinD Database, CSMAR Database, WinGo Financial Text Big Data Platform, and other sources. The dependent variable, disruptive technological innovation in future industries, was measured using natural language processing and machine learning techniques, providing certain practical value.
description:  This data is primarily used to explore the impact and mechanism of patient capital on disruptive technological innovation in future industries. It is based on a sample of listed companies in China's Shanghai and Shenzhen A-share markets from 2016 to 2023, encompassing various types of data such as disruptive technological innovation in future industries, patient capital, control variables, mechanism variables, heterogeneity analysis variables, and moderating variables. The data was manually collected by the author from Wind Financial Terminal, Tonghuashun iFinD Database, CSMAR Database, WinGo Financial Text Big Data Platform, and other sources. The dependent variable, disruptive technological innovation in future industries, was measured using natural language processing and machine learning techniques, providing certain practical value.
DOI: 10.57760/sciencedb.37348
title: Comprehensive Structural and Sequence Resources for Pneumoviridae Fusion Protein Analysis
title: Comprehensive Structural and Sequence Resources for Pneumoviridae Fusion Protein Analysis

description: This dataset provides an integrated collection of high-quality structural models and comprehensive amino acid sequences of the fusion (F) proteins from major viruses within the Pneumoviridae family. These resources are designed to support comparative structural virology, vaccine development, and evolutionary studies.
description: This dataset provides an integrated collection of high-quality structural models and comprehensive amino acid sequences of the fusion (F) proteins from major viruses within the Pneumoviridae family. These resources are designed to support comparative structural virology, vaccine development, and evolutionary studies.