cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.23232350.v2
title: Raw data for <i>Experimental Demonstration of Attosecond Pump–Probe Spectroscopy with an X-ray Free-Electron Laser</i>

description: There are 4 Jupyter notebooks in this folder:Generate_Correlation_Map_for_Delay _Analysis.ipynb: It generates the correlation map used in the delay analysis.Draw_Differential_Map.ipynb: It loads the raw data of streaked images with similar streaking directions and generates an average sorted streaked image. It also draws the differential map between the average sorted streaked image and the average unstreaked image.Draw_Strongly_Streaked_Shots.ipynb: It loads the raw data of some good streaked images. This notebook also plots two shots with different streaking directions.Covariance_Demonstration_of_attosecond_Xray_FEL_pump_probe.ipynb: This is a Jupyter notebook that uses the Run24 file to process the data, perform covariance analysis, and extract the binding energy of a carbon 1s photoelectron feature.
DOI: 10.6084/m9.figshare.29086472.v1
title: 2025 Philippine Midterm Elections Data

description: Precinct level data on registered voters, actual voters, overvotes, undervotes, valid votes, obtained votes, and votes by each candidate. This includes overseas and LAV.<br><br>Note: machineID in partylist25-final.csv is the clusteredPrecinct
DOI: 10.6084/m9.figshare.6075788.v2
title: MSRC-v2 image dataset

description: Source: https://www.microsoft.com/en-us/research/project/image-understanding/?from=http://research.microsoft.com/vision/cambridge/recognition/
DOI: 10.6084/m9.figshare.816908.v1
title: Yeast replicative lifespan and terminal morphology in culture media of varying pH

description: The replicative lifespan of yeast (BY4742 strain background) cultured in media of varying pH. Column L (“lifespans”; LS) through AE represent the number of daughter cells produced by each mother cell and the endCode (column AF-AY) represents the terminal morphology of the corresponding numbered mother cell. End lost represents the number of cells that did not receive a terminal cell morphology designation. U = unbudded, S = small bud (&lt;50% size of mother), L = large bud (&gt;=50% size of mother), C = cluster of cells.
DOI: 10.17632/g82zfrfs5w
title: Social Media Apps RED influence customers skincare products purchase intention

description: The data based on the social learning model of three social learning factors, learning from forums and communities, learning from ratings and reviews and learning from social recommendations. The study use social learning model as research model and demonstrate the relationship between three factors on RED apps and customers purchase intention with skincare products.
DOI: 10.17632/gz7cswh4yr
title: Dataset#2 Results of archaeo- and ethnozoological studies of the settlement of the Late Bronze Age Chernorech'e 2

description: The dataset#2 contains tabular data, images of the Uy river valley, modern animal husbandry, livestock pathologies and bone modification changes. The daraset is devoted to the analysis of archaeozoological and ethnosoological materials, which are represented by the settlement of Chernorech'e 2 and modern animal husbandry in the valley of the Uy River. The main period of the settlement's functioning is associated with the Alakul culture of the Late Bronze Age of the Southern Urals (XVII-XV centuries BC). The purpose of the article is to reconstruct animal husbandry based on the analysis of the bones of livestock and data obtained during the study of the river valley adjacent to the monument. Bones from the settlement of Chernorechye 2 were analyzed using standard and generally accepted archaeozoological methods. Analysis of the archaeozoological collection made it possible to reconstruct the cattle-breeding character of the village throughout its existence. The inhabitants of the monument comprehensively exploited cattle, sheep, goats and horses. Paleopathological analysis revealed no basis for reconstructing the working use of bulls and horses. Joint analysis of archaeozoological and ethnozoological data allows us to propose a settled model pof pastoralism as the highest priority for the settlement of Chernorechye 2. The buildings of the settlement were used as a stable for livestock.
DOI: 10.17632/mjhyrxj354
title: Sapodilla

description: Dataset for sapodilla fruit detection. Three different object classes are classifed
0 = “not-sapodilla”,
1 = “immature-sapodilla”,
2 = “mature-sapodilla”
DOI: 10.6084/m9.figshare.25013867.v1
title: Type of botanical records from all sites in Italy and extra-Italy, with analyst teams and laboratories, and corresponding citations literature

description: The list shows the types of plant remains (including pollen, seeds and fruits, woods or charcoals and also phytoliths, non-pollen palynomorphs, basketry and wood manufacts), teams of researchers who made analyses and study of plant records, and the citation(s) of the papers where archaeobotanical or palaeoecological data are published.
DOI: 10.6084/m9.figshare.3561750.v1
title: Appendix A. Figures showing (Fig. A1) sampling location along the West Coast of Vancouver Island, British Columbia, Canada, (Fig. A2) example alginate lyase activity assay, and (Fig. A3) example regressions from the dilution experiments used to determine grazer-mediated bacterial mortality and bacterial growth rates.

description: Figures showing (Fig. A1) sampling location along the West Coast of Vancouver Island, British Columbia, Canada, (Fig. A2) example alginate lyase activity assay, and (Fig. A3) example regressions from the dilution experiments used to determine grazer-mediated bacterial mortality and bacterial growth rates.
DOI: 10.17632/cxhrhjjhxn
title: Green Growth Research Dataset (1961 - 2020)

description: The green growth research and publication dataset, which was indexed by Scopus from 1961 to 2020. The dataset contains data authors, authors ID Scopus, title, year, source title, volume, issue, article number in Scopus, DOI, link, affiliation, abstract, index keywords, references, Correspondence Address, editors, publisher, conference name, conference date, conference code, ISSN, language, document type, access type, and EID.
DOI: 10.17632/bx7wph7584
title: Dyspareunia and Vulvodynia in Ehlers-Danlos Syndromes & Hypermobility Spectrum Disorders

description: An online survey of 1178 participants
Inclusion criteria:
1. over 18
2. Assigned female at birth
3. Diagnosed with an Ehlers-Danlos syndrome ([participant reported)
Exclusion
1. pregnant
2. gender reassignment surgery
DOI: 10.6084/m9.figshare.12594377.v3
title: SHS and preterm birth

description: SHS and preterm
DOI: 10.6084/m9.figshare.24230065.v1
title: Data from: Intraspecific genetic diversity and coexistence in phytoplankton populations

description: Data collected for a paper on intraspecific variation in phytoplankton.
DOI: 10.6084/m9.figshare.28302494.v1
title: Restaurants with menus collected from online delivery Platforms in Boston, London, and Dubai

description: The dataset contains the restaurant names, addresses, and source, their menus with food names, description, and price, when available, in Boston, London, and Dubai. Please note that the two files are connected through the restaurant_id values
DOI: 10.17632/8myyf5t45z
title: Dataset of Student Perception about Online Learning at Faculty of Mathematics and Natural Sciences, Universitas Negeri Makassar, Indonesia

description: Dataset of Student Perception about Online Learning at Faculty of Mathematics and Natural Sciences, Universitas Negeri Makassar, Indonesia
DOI: 10.17632/pn3vdzng92
title: Research Dataset - Magnetic porous carbon adsorbent derived from sugarcane baggasse

description: This dataset contains raw X-ray diffraction (XRD) data of magnetic porous carbon adsorbents synthesized from sugarcane bagasse and iron-based precursors. It includes unprocessed XRD files in .uxd, .brml, and .RAW formats, corresponding to different samples: iron scrap, MPC-Fe2-raw, PC, MPC-Fe1, and MPC-Fe2. These files can be used for structural analysis, phase identification, and crystallinity assessment. Users can process and visualize the data using appropriate software or standard data processing techniques. This dataset is relevant for researchers studying bio-based porous carbon materials, magnetic adsorbents for environmental applications, and the structural properties of carbon-based materials.

For further details or inquiries, please contact [fscidcd@ku.ac.th].
DOI: 10.17632/rrzvfpm9kt
title: Factors affecting students STEM career interest

description: This dataset includes instruments and correlation results of the data
DOI: 10.6084/m9.figshare.14545929.v1
title: Questionnaire and results for "Agent-Based Simulation with Data-Driven Parameterization for Evaluation of Social Acceptance of a Geothermal Development"

description: Questionnaire and results of the social survey for "Agent-Based Simulation with Data-Driven Parameterization for Evaluation of Social Acceptance of a Geothermal Development".
DOI: 10.6084/m9.figshare.15789372.v2
title: A computational protocol to estimate the divergence times of Alphaproteobacteria based on mitochondrial endosymbiosis and eukaryotic fossils

description: Data and codes for the book chapter "A computational protocol to estimate the divergence times of Alphaproteobacteria based on mitochondrial endosymbiosis and eukaryotic fossils". See readme.docx for descriptions.<br><b>Citation</b>Wang S, Luo H. A computational protocol to estimate the divergence times of Alphaproteobacteria based on mitochondrial endosymbiosis and eukaryotic fossils. https://figshare.com/s/cab7de202ca2209764b7
DOI: 10.15468/dl.g29ykn
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Leptocheles",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006406-260129131611470/datasets/export for details.
DOI: 10.15468/dl.pvvhqn
title: Occurrence Download

description: A dataset containing 60 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ticorea foetida",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 60 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006407-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rgt7ew
title: Occurrence Download

description: A dataset containing 333 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Incilius coniferus"
 ]
}

 The dataset includes 333 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006408-260129131611470/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.31226380
title: The Impact of Artificial Intelligence on Sports Journalism: A Study of Automated Content Generation and Audience Engagement

description: Artificial intelligence is immediately used in news creation and the public's ideas about the results and assessments of AI-generated sports news articles. This study systematically explored how an author's identity, ways information is presented, and who reads it affect whether people think something is believable and if they want to read more about it by doing three computer tests. The results show that AI author identity does not lower the credibility of sports news, and neutral presentation methods greatly improve trust and willingness to participate. Machine generated heuristics are critical to this process and are moderated by sports interest and pre-existing AI attitudes. The research uncovers how people accept AI made sports news, giving facts to news groups to make better auto-written news.
DOI: 10.6084/m9.figshare.31226380.v1
title: The Impact of Artificial Intelligence on Sports Journalism: A Study of Automated Content Generation and Audience Engagement

description: Artificial intelligence is immediately used in news creation and the public's ideas about the results and assessments of AI-generated sports news articles. This study systematically explored how an author's identity, ways information is presented, and who reads it affect whether people think something is believable and if they want to read more about it by doing three computer tests. The results show that AI author identity does not lower the credibility of sports news, and neutral presentation methods greatly improve trust and willingness to participate. Machine generated heuristics are critical to this process and are moderated by sports interest and pre-existing AI attitudes. The research uncovers how people accept AI made sports news, giving facts to news groups to make better auto-written news.
DOI: 10.15468/dl.6bamx4
title: Occurrence Download

description: A dataset containing 253 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Toxosiphon lindenii",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 253 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006409-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8h5wvv
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Triphasia brassii",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 3 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006410-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18454023
title: Rapat Kerja Tahunan Institut Agama Islam Rawa Aopa Konawe Selatan

description: "Bahan Diskusi" dari kegiatan Rapat Kerja Tahunan Institut Agama Islam Rawa Aopa Konawe Selatan, Andoolo, 2 Fabruari 2026.
DOI: 10.6084/m9.figshare.21556578
title: SHARM_1.1.zip

description: This dataset introduces the open-access Segmented Head Anatomical Reference Models (SHARM), comprising 196 subjects. These models are segmented into 15 different tissues: skin, fat, muscle, skull cancellous bone, skull cortical bone, brain white matter, brain gray matter, cerebellum white matter, cerebellum gray matter, cerebrospinal fluid, dura, vitreous humor, lens, mucous tissue, and blood vessels. The segmented head models are generated using the open-access IXI MRI dataset and a convolutional neural network structure named ForkNet.More details are in the following manuscript:https://doi.org/10.1016/j.bspc.2024.107481
DOI: 10.6084/m9.figshare.21556578.v1
title: SHARM_1.1.zip

description: This dataset introduces the open-access Segmented Head Anatomical Reference Models (SHARM), comprising 196 subjects. These models are segmented into 15 different tissues: skin, fat, muscle, skull cancellous bone, skull cortical bone, brain white matter, brain gray matter, cerebellum white matter, cerebellum gray matter, cerebrospinal fluid, dura, vitreous humor, lens, mucous tissue, and blood vessels. The segmented head models are generated using the open-access IXI MRI dataset and a convolutional neural network structure named ForkNet.More details are in the following manuscript:https://doi.org/10.1016/j.bspc.2024.107481
DOI: 10.15468/dl.a7ue99
title: Occurrence Download

description: A dataset containing 285 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vepris lanceolata",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 285 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006411-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18415278
title: Data for "Quantitative measurement of synthetic repression curves reveals design challenges for genetic circuit engineering under growth arrest"

description: Raw flow cytometry data, in .fcs format, associated with the preprint "Quantitative measurement of synthetic repression curves reveals design challenges for genetic circuit engineering under growth arrest" by Marken JP, Prator ML, Hay BA, and Murray RM. Code to reproduce the analyses in the manuscript can be found on the GitHub repository https://github.com/jpmarken/GrowthArrestRepression
DOI: 10.5281/zenodo.18415279
title: Data for "Quantitative measurement of synthetic repression curves reveals design challenges for genetic circuit engineering under growth arrest"

description: Raw flow cytometry data, in .fcs format, associated with the preprint "Quantitative measurement of synthetic repression curves reveals design challenges for genetic circuit engineering under growth arrest" by Marken JP, Prator ML, Hay BA, and Murray RM. Code to reproduce the analyses in the manuscript can be found on the GitHub repository https://github.com/jpmarken/GrowthArrestRepression
DOI: 10.5281/zenodo.18313730
title: Global XCH₄ Data Product (2024–2025) from TROPOMI and GOSAT using Transfer Learning

description: Global XCH₄ Dataset (2024–2025) is generated using a multi-satellite transfer learning framework, covering the period from 1 January 2024 to 31 December 2025. The retrieval algorithm employs a probabilistic multilayer perceptron neural network pretrained on TROPOMI observations and fine-tuned with high-accuracy GOSAT retrievals. The data product is stored in Parquet format with native TROPOMI spatial resolution, containing six variables: longitude, latitude, scanline, and pixel (extracted from original TROPOMI products), along with methane_mixing_ratio (XCH₄ in ppb) and uncertainty (pixel-level uncertainty estimates) provided by this study. Data files are named by sensing start and end times extracted from original TROPOMI filenames (e.g., 20240101T074458_20240101T092629.parquet), with a geographical domain spanning 60°S–90°N and 180°W–180°E (global terrestrial regions, excluding Antarctica). For detailed access information, contact the corresponding author (tao.ren@sjtu.edu.cn).
DOI: 10.5281/zenodo.18313729
title: Global XCH₄ Data Product (2024–2025) from TROPOMI and GOSAT using Transfer Learning

description: Global XCH₄ Dataset (2024–2025) is generated using a multi-satellite transfer learning framework, covering the period from 1 January 2024 to 31 December 2025. The retrieval algorithm employs a probabilistic multilayer perceptron neural network pretrained on TROPOMI observations and fine-tuned with high-accuracy GOSAT retrievals. The data product is stored in Parquet format with native TROPOMI spatial resolution, containing six variables: longitude, latitude, scanline, and pixel (extracted from original TROPOMI products), along with methane_mixing_ratio (XCH₄ in ppb) and uncertainty (pixel-level uncertainty estimates) provided by this study. Data files are named by sensing start and end times extracted from original TROPOMI filenames (e.g., 20240101T074458_20240101T092629.parquet), with a geographical domain spanning 60°S–90°N and 180°W–180°E (global terrestrial regions, excluding Antarctica). For detailed access information, contact the corresponding author (tao.ren@sjtu.edu.cn).
DOI: 10.57760/sciencedb.j00231.00052
title: Complete genome sequence and functional analysis for Rhizoctonia solani AG-6 causing tobacco target spot
title: Complete genome sequence and functional analysis for Rhizoctonia solani AG-6 causing tobacco target spot

description: Supplementary Data for the paper titled "Complete genome sequence and functional analysis for Rhizoctonia solani AG-6 causing tobacco target spot"
description: Supplementary Data for the paper titled "Complete genome sequence and functional analysis for Rhizoctonia solani AG-6 causing tobacco target spot"
DOI: 10.15468/dl.7z6kuw
title: Occurrence Download

description: A dataset containing 11730 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Senna alata"
 ]
}

 The dataset includes 11730 records from 503 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006413-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hwpahc
title: Occurrence Download

description: A dataset containing 2600 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zanthoxylum bungeanum",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 2600 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006414-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18454061
title: Beyond Generative AI: The Science of Endogenous Stability (The Bouzid Rule & BTT Framework)

description: This document formalizes the science of endogenous stability, centered on the structural contribution of Fatiha (Nisrine) Bouzid through the Bouzid-Tassan Topos (BTT). The core of this work introduces the 'Bouzid Rule' (B + F = N_f), a governing equation for functional sovereignty. By integrating the Sovereignty Factor (F) as an Institutional Anchoring mechanism, Bouzid establishes the necessary constraints to prevent systemic collapse. This framework demonstrates that AI stability is achieved not through computational power alone, but through the sovereign engineering of the F factor, ensuring that the RES = RAG paradigm remains structurally stable, auditable, and ethically grounded
DOI: 10.34740/kaggle/dsv/14704464
title: Contrastive Language Image Pretraining by openai
DOI: 10.15468/dl.cbbdkq
title: Occurrence Download

description: A dataset containing 204 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Zanthoxylum flavum",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 204 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006416-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vz5vu3
title: Occurrence Download

description: A dataset containing 598 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Glossina fuscipes"
 ]
}

 The dataset includes 598 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006415-260129131611470/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.31226389
title: <b>Influence of Structural Stiffness and Alignment on Building Response Due to Tunnelling: A 3D Numerical Investigation</b>

description: This dataset contains the numerical simulation results and model parameters used in the corresponding research paper.
DOI: 10.6084/m9.figshare.31226389.v1
title: <b>Influence of Structural Stiffness and Alignment on Building Response Due to Tunnelling: A 3D Numerical Investigation</b>

description: This dataset contains the numerical simulation results and model parameters used in the corresponding research paper.