cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17630/2faeb51f-7353-4fbc-abdd-cbc7991cf44b
title: The Great Oxidation Event preceded a Paleoproterozoic ‘snowball Earth’ (dataset)

description: Methodological and statistical processes; experimental data (.docx) Standard data (.xslx)
DOI: 10.17630/63bc8b8e-40e7-4098-b137-edf8383e0699
title: Leptin-based hexamers facilitate memory and prevent amyloid-driven AMPA receptor internalisation and neuronal degeneration. (dataset)

description: Spreadsheets of output from plate reader Spreadsheet of episodic memory Spreadsheets of output of ImageJ imaging analysis
DOI: 10.17630/0a645625-3a7a-47ed-9f6d-63ef3b998d79
title: Manganese-Catalysed Transfer Hydrogenation of Esters (dataset)
DOI: 10.5285/0e35f96f-57e3-540b-e063-6c86abc06660
title: ATOMIX shear probes benchmark data: data from a Sea and Sun Technology MSS microstructure profiler, western Baltic Sea.

description: This is a profile collected using a tethered free-fall vertical microstructure profiler, prepared as a benchmark shear-probe data example for the Scientific Committee on Oceanographic Research (SCOR) working group number 160 ''Analysing ocean turbulence observations to quantify mixing'' (ATOMIX). The profile was collected in the western Baltic Sea on 20 September 2008 during the cruise POS373 onboard the R.V. Poseidon, using the tethered free-fall MSS90-L profiler (Sea and Sun Technology, Germany, SN038). The dissipation rate was measured using two airfoil shear probes. In addition a fast-response FP07 thermistor, pressure, temperature, conductivity, vibration and oxygen sensors were mounted. All sensors were sampled with 1024 Hz. The dataset has been processed and formatted in accordance with ATOMIX guidelines and recommendations. The netCDF file includes four hierarchical groups, corresponding to the four levels of microstructure data in the ATOMIX format. L1_converted: time series from all sensors converted into physical units L2_cleaned: selected signals that are filtered and/or despiked before spectral analysis. Time stamp and length of the signals are the same as in L1. L3_spectra: wavenumber spectra from shear probes and vibration sensors L4_dissipation: dissipation estimates together with quality control parameters L2_cleaned time series used for spectral analysis are marked with section numbers. For more detailed information, please refer to the comments within the data file.
DOI: 10.17630/d943738d-b76f-4e64-9369-b2ffcae5a88b
title: P3HT vs Spiro-MeOTAD as Hole Transport Layer for Halide Perovskite Indoor Photovoltaics and Self-Powering of Motion Sensors (dataset)
DOI: 10.17630/7bee9702-9d6b-4f05-9ca6-88b63465b511
title: Sn4As3 (dataset)

description: STM topographies, ARPES data, specific heat measurements and tunneling spectra data of Sn4As3.
DOI: 10.57745/qvvtd6/vwqv2o
title: FAIRCHAIN_Assessment indicators_CS Greece.tab

description: :unav
DOI: 10.57745/8oht87
title: FAIRCHAIN_Assessment indicators_CS Greece.tab

description: :unav
DOI: 10.17630/fc1ed8dc-298c-4b4a-92da-d1e1791922a5
title: Extremely imbalanced two-dimensional electron-hole-photon systems (dataset)
DOI: 10.57745/ip8z8l
title: FAIRCHAIN_Assessment indicators_CS France.tab

description: :unav
DOI: 10.57745/unlzjz/flctll
title: FAIRCHAIN_Assessment indicators_CS France.tab

description: :unav
DOI: 10.17630/696452fe-aaf9-4303-8933-0a73e03cbe2b
title: Electrochemical activation applied to perovskite titanate fibres to yield supported alloy nanoparticles for electrocatalytic application (dataset)

description: Data for the paper
DOI: 10.17630/2476208c-9e44-480f-b60c-9ec5ccd553bb
title: Measuring and controlling exciton diffusion, charge generation and charge extraction in organic and hybrid semiconductors for photovoltaic applications (Thesis data)

description: PhD thesis underpinning data in .txt form
DOI: 10.17630/c6d59db2-3168-4152-a520-fe0d7012cca7
title: Highly efficient green & red narrowband emissive organic light-emitting diodes employing multi-resonant thermally activated delayed fluorescence emitters (dataset)
DOI: 10.17630/386f6c3f-df00-4415-a24b-33fd8494e483
title: Data underpinning: Speckle-based determination of the polarisation state of single and multiple laser beams
DOI: 10.17630/de341ca6-6754-43ed-b1ac-a55aae6ccfaa
title: Passive acoustic methods for tracking the 3D movements of small cetaceans around marine structures (dataset)

description: Pinger data collected in the Pentland Firth to test performance of the 12 hydrophone passive monitoring array attached to the foundation of a tidal stream generator
DOI: 10.5281/zenodo.10501311
title: Emotion Recognition in Smell-Related Artworks Dataset

description: Extract all the files and move to specified directory.

github: https://github.com/vishalp02/emotic-style/tree/main

style.rar   - This folder contains a collection of images sourced from the artwork dataset. These images are used in style transfer process as styles.

emotic.rar   - In this folder, you'll find the Emotic dataset, exactly as provided by the authors of Emotic.

main data.rar   - The contents of this folder comprise a dataset resulting from style transfer methods. Emotic dataset images were used as content, while artwork images served as the style. The output is a unique collection representing a fusion of Emotic and artistic styles.

inference_data.rar   - This folder contains our annotated image dataset for inference.
DOI: 10.5281/zenodo.10501312
title: Emotion Recognition in Smell-Related Artworks Dataset

description: Extract all the files and move to specified directory.

github: https://github.com/vishalp02/emotic-style/tree/main

style.rar   - This folder contains a collection of images sourced from the artwork dataset. These images are used in style transfer process as styles.

emotic.rar   - In this folder, you'll find the Emotic dataset, exactly as provided by the authors of Emotic.

main data.rar   - The contents of this folder comprise a dataset resulting from style transfer methods. Emotic dataset images were used as content, while artwork images served as the style. The output is a unique collection representing a fusion of Emotic and artistic styles.

inference_data.rar   - This folder contains our annotated image dataset for inference.
DOI: 10.25405/data.ncl.24755460
title: Hanging Leaves Wood UAV lidar plots, December 2018 and June 2019

description: The dataset includes six plots extracted from a UAV lidar point cloud obtained in Hanging Leaves Wood in Cockle Park Farm in December 2018 and June 2019. Each plot consists of 20 trees:Plot A - European larchPlot B - SycamorePlot C - English oakPlot D - Sitka sprucePlot E - Norway sprucePlot F - mixed Sycamore and English oakThe plots were used for the testing of individual tree detection and segmentation algorithms in single and mixed-species scenarios, in the leaf-off and leaf-on seasons.
DOI: 10.17630/e4f603e1-6ff6-45af-ba9e-96b6a4cb1b77
title: The role of context in experiments and models of multisensory decision making (dataset)
DOI: 10.25345/c5vx06d89
title: MassIVE MSV000093887 - Inflammation primes the kidney for recovery by activating AZIN1 A-to-I editing
title: The progression of kidney disease varies among individuals, but a general methodology to quantify disease timelines is lacking. Particularly challenging is the task of determining the potential for recovery from acute kidney injury following various insults. Here, we report that quantitation of post-transcriptional adenosine-to-inosine (A-to-I) RNA editing offers a distinct genome-wide signature, enabling the delineation of disease trajectories in the kidney. A well-defined murine model of endotoxemia permitted the identification of the origin and extent of A-to-I editing, along with temporally discrete signatures of double-stranded RNA stress and Adenosine Deaminase isoform switching. We found that A-to-I editing of Antizyme Inhibitor 1 (AZIN1), a positive regulator of polyamine biosynthesis, serves as a particularly useful temporal landmark during endotoxemia. Our data indicate that AZIN1 A-to-I editing, triggered by preceding inflammation, primes the kidney and activates endogenous recovery mechanisms. By comparing genetically modified human cell lines and mice locked in either A-to-I edited or uneditable states, we uncovered that AZIN1 A-to-I editing not only enhances polyamine biosynthesis but also engages glycolysis and nicotinamide biosynthesis to drive the recovery phenotype. Our findings implicate that quantifying AZIN1 A-to-I editing could potentially identify individuals who have transitioned to an endogenous recovery phase. This phase would reflect their past inflammation and indicate their potential for future recovery.
DOI: 10.17630/3c257a29-a25d-4fab-afb7-5c8bc4dc8021
title: Data underpinning: Incoherent charge transport in an organic polariton condensate
DOI: 10.17630/d4c3ab21-b14b-4365-8d67-c27c998e5a29
title: Biodiversity change in Scottish marine fish assemblages (thesis data)

description: Data supporting thesis
DOI: 10.17630/f4685935-1c0a-414e-a70c-d968146985cc
title: Data Underpinning: Mode switching dynamics in organic polariton lasing
DOI: 10.17630/bb955153-26c4-4c50-9935-6f3e7363941d
title: Bulky Iridium NHC Complexes for Bright, Efficient Deep-Blue OLEDs (dataset)
DOI: 10.5281/zenodo.10252965
title: Metagenomic analysis of Mesolithic chewed pitch reveals poor oral health among stone age individuals

description: Prehistoric chewed pitch has proven to be a useful source of ancient DNA, both from humans and their microbiomes. Here we present the metagenomic analysis of three pieces of chewed pitch from Huseby Klev, Sweden, that were dated to 9,890–9,540 before present. The metagenomic profle exposes a Mesolithic oral microbiome that includes opportunistic oral pathogens. We compared the data with healthy and dysbiotic microbiome datasets and we identifed increased abundance of periodontitisassociated microbes. In addition, trained machine learning models predicted dysbiosis with 70–80% probability. Moreover, we identifed DNA sequences from eukaryotic species such as red fox, hazelnut, red deer and apple. Our results indicate a case of poor oral health during the Scandinavian Mesolithic, and show that pitch pieces have the potential to provide information on material use, diet and oral health.
description: This dataset contains, data and codes to reproduce Kırdök et al.
DOI: 10.5281/zenodo.5872317
title: Metagenomic analysis of Mesolithic chewed pitch reveals poor oral health among stone age individuals

description: Prehistoric chewed pitch has proven to be a useful source of ancient DNA, both from humans and their microbiomes. Here we present the metagenomic analysis of three pieces of chewed pitch from Huseby Klev, Sweden, that were dated to 9,890–9,540 before present. The metagenomic profle exposes a Mesolithic oral microbiome that includes opportunistic oral pathogens. We compared the data with healthy and dysbiotic microbiome datasets and we identifed increased abundance of periodontitisassociated microbes. In addition, trained machine learning models predicted dysbiosis with 70–80% probability. Moreover, we identifed DNA sequences from eukaryotic species such as red fox, hazelnut, red deer and apple. Our results indicate a case of poor oral health during the Scandinavian Mesolithic, and show that pitch pieces have the potential to provide information on material use, diet and oral health.
description: This dataset contains, data and codes to reproduce Kırdök et al.
DOI: 10.17630/5e96ccde-3814-47ed-960b-6e8991da68df
title: Cancer in California Sea Lions (dataset)

description: Dataset related to publication 'Contaminant Exposure Increases the Risk of Virus Associated Cancer in Free-RangingWild California Sea Lions (Zalophus californianus)'.
DOI: 10.26036/cnp0002307
title: The genome of Prunella strophiata

description: The genome of Prunella strophiata
DOI: 10.17630/be168818-e641-42dc-b020-9b633b3af1f2
title: Distributed Feedback Lasers based on Green Fluorescent Protein and Conformal High Refractive Index Oxide Layers (dataset)
DOI: 10.17630/1cf9f030-be3d-4097-b455-5ca523978739
title: Flash and grab: deep-diving southern elephant seals trigger anti-predator flashes in bioluminescent prey (dataset)

description: Data set in support of the paper: ‘Flash and grab: deep-diving southern elephant seals trigger anti-predator flashes in bioluminescent prey’ by Pauline Goulet, Christophe Guinet, Claudio Campagna, Julieta Campagna, Peter Lloyd Tyack and Mark Johnson published in J Exp Biol (2020). Data were obtained from a biologging device containing a fast-sampling light sensor together with location and movement sensors deployed on female southern elephant seals at Kerguelen Islands and Peninsula Valdes (Argentina). The data subset comprises 5 days from each animal and includes time series for depth, jerk and light, sampled at 50Hz. The data for each animal is in a NetCdf format file containing the variables: info (deployment ID, seal ID, deployment start date, data provider, study species, deployment location), J (root mean square of the vector magnitude of the rate of change in the 3-axis acceleration along with information on sampling rate, measurement unit, cropping factor), P (calibrated and offset-corrected pressure data along with information on sampling rate, measurement unit, cropping factor) and LL (corrected light data along with information on sampling rate, measurement unit, cropping factor). See www.animaltags.org for more information about this format and for tools to explore the data.
DOI: 10.5281/zenodo.10529208
title: Soil and Rock dataset Santa Cruz Galapagos

description: General data about study sites as well as texture, geochemistry of soil and rock samples are presented in this database.
DOI: 10.5281/zenodo.10529209
title: Soil and Rock dataset Santa Cruz Galapagos

description: General data about study sites as well as texture, geochemistry of soil and rock samples are presented in this database.
DOI: 10.5281/zenodo.10529241
title: Forcipiger_flavissimus_BGI_061_spades_01.fasta.gz

description: .
DOI: 10.5281/zenodo.10529242
title: Forcipiger_flavissimus_BGI_061_spades_01.fasta.gz

description: .
DOI: 10.17630/f6cf6c80-483d-4f16-bd79-80e1537513b2
title: data underpinning "Isothiourea-Catalyzed Enantioselective α-Alkylation of Esters via 1,6-Addition to para-Quinone Methides"
DOI: 10.6084/m9.figshare.20097611
title: Supplementary Information - A systematic review of intention to use fitness apps (2020-2023)

description: Appendices from the study "Systematic review of fitness app intention to use"
DOI: 10.6084/m9.figshare.20097611.v1
title: Supplementary Information - A systematic review of intention to use fitness apps (2020-2023)

description: Appendices from the study "Systematic review of fitness app intention to use"
DOI: 10.5281/zenodo.10528436
title: CRISPRi-based circuits for genetic computation in plants

description: The plasmid data supporting the publication: CRISPRi-based circuits for genetic computation in plants
DOI: 10.5281/zenodo.6783186
title: Reversible CRISPRi-based circuits for genetic computation in plants

description: The plasmid data supporting the publication: Reversible CRISPRi-based circuits for genetic computation in plants
DOI: 10.5281/zenodo.6935407
title: CRISPRi-based circuits for genetic computation in plants

description: The plasmid data supporting the publication: CRISPRi-based circuits for genetic computation in plants
DOI: 10.17630/6ba10862-4bdd-478f-8bd7-4f4b4d383374
title: Agile quantum cryptography and non-classical state generation (thesis data)

description: IPython notebook containing code to re-create results from Chapter 6 of the Thesis, relating to the PhoG project. The ipynb file (and equivalent .html and .pdf) printouts should be self-explanatory. The .qu files are loaded in to the notebook for convenience.
DOI: 10.17632/6zvxyhpr7p.1
title: SMPD3-Extracellular vesicle characterization

description: Images of Full western blots, confirming the knock down, as well as characterizing the identity of isolated extracellular vesicles from BT054 and BT088 oligodendroglioma tumor lines.
DOI: 10.17632/jmnvh34pgj.1
title: Supplementary figures

description: Supplementary figures
DOI: 10.25919/j9f8-5242
title: Parkes pulsar observations with undefined project IDs for 2023OCTS_04

description: Parkes pulsar observations with undefined project IDs for 2023OCTS. This collection contains observations from project IDs PX100 and PX117.
DOI: 10.17632/gb37rvxgcb.1
title: Supplementary tables

description: Supplementary tables
DOI: 10.17632/zvf77sdx4c.1
title: Iteration 2 analysis: Environmental Ethics

description: Exploring Spiritual-Ecological Dynamics through Simulation and Statistical Analysis

This Python code utilizes NumPy and Matplotlib to simulate and analyze the intricate interplay between spiritual, ecological, and theological elements over a designated time period. The simulation encompasses 100 iterations, representing a continuum from 0 to 1.

The simulated data includes four distinct terms: "Soteriological Epistemology," "Preserve Ecological Diversity," "Name God from Creatures," and "Idolatry Threat." These terms are generated using random normal distributions, capturing the inherent variability in spiritual and ecological dynamics. The cumulative sum operation is applied to simulate the evolving nature of "Preserve Ecological Diversity," portraying a dynamic, ongoing process.

Following the simulation, statistical analysis is performed, computing the mean, standard deviation, and correlation coefficients among the simulated attributes. The calculated statistical measures offer insights into the central tendencies and relationships within the dynamic system.

The visual representation unfolds through a series of line plots, showcasing the temporal evolution of each term and their collective impact on the "Combined Equation Result." Each trajectory is labeled, providing a clear overview of their individual and collective contributions.

This code serves as a tool for exploring and understanding the complex relationships between spirituality, ecological dynamics, and theological perspectives. The statistical analysis complements the visual representation, providing quantitative insights into the simulated attributes. The combined approach offers a comprehensive exploration of the intricate dynamics encapsulated in the simulated spiritual-ecological equation.
DOI: 10.17632/zvf77sdx4c.2
title: Iteration 2 analysis: Environmental Ethics

description: Exploring Spiritual-Ecological Dynamics through Simulation and Statistical Analysis

This Python code utilizes NumPy and Matplotlib to simulate and analyze the intricate interplay between spiritual, ecological, and theological elements over a designated time period. The simulation encompasses 100 iterations, representing a continuum from 0 to 1.

The simulated data includes four distinct terms: "Soteriological Epistemology," "Preserve Ecological Diversity," "Name God from Creatures," and "Idolatry Threat." These terms are generated using random normal distributions, capturing the inherent variability in spiritual and ecological dynamics. The cumulative sum operation is applied to simulate the evolving nature of "Preserve Ecological Diversity," portraying a dynamic, ongoing process.

Following the simulation, statistical analysis is performed, computing the mean, standard deviation, and correlation coefficients among the simulated attributes. The calculated statistical measures offer insights into the central tendencies and relationships within the dynamic system.

The visual representation unfolds through a series of line plots, showcasing the temporal evolution of each term and their collective impact on the "Combined Equation Result." Each trajectory is labeled, providing a clear overview of their individual and collective contributions.

This code serves as a tool for exploring and understanding the complex relationships between spirituality, ecological dynamics, and theological perspectives. The statistical analysis complements the visual representation, providing quantitative insights into the simulated attributes. The combined approach offers a comprehensive exploration of the intricate dynamics encapsulated in the simulated spiritual-ecological equation.
DOI: 10.17632/233gt4gvps.1
title: Iteration 1 Environmental Ethics

description: Abstract: Visualising Dynamic Spiritual and Ecological Dynamics

This code employs Python's NumPy and Matplotlib libraries to simulate and visualize dynamic interactions between spiritual, ecological, and theological elements over a defined period. The simulation consists of 100 iterations, each representing a unit of time ranging from 0 to 1.

The simulated data includes four distinct terms: "Soteriological Epistemology," "Preserve Ecological Diversity," "Name God from Creatures," and "Idolatry Threat." These terms are generated using random normal distributions, capturing the inherent variability in spiritual and ecological dynamics.

The cumulative sum of random values is applied to simulate the evolving nature of "Preserve Ecological Diversity," signifying a dynamic, ongoing process. The resulting values for each term are then combined into an "Equation Result," offering a holistic view of the interplay between these elements.

The visual representation unfolds through a series of line plots, showcasing how each term evolves individually and contributes to the overall equation result over time. The distinctive trajectories of "Soteriological Epistemology," "Preserve Ecological Diversity," "Name God from Creatures," and "Idolatry Threat" are depicted, emphasising their unique impacts on the combined equation.

The overarching goal of this code is to provide a dynamic, graphical representation of the complex relationships between spirituality, ecological preservation, theological perspectives, and threats of idolatry. This visual exploration serves as a foundation for further analysis and understanding of the intricate interdependencies within these domains.
DOI: 10.17632/233gt4gvps.2
title: Iteration 1 Environmental Ethics

description: Abstract: Visualising Dynamic Spiritual and Ecological Dynamics

This code employs Python's NumPy and Matplotlib libraries to simulate and visualize dynamic interactions between spiritual, ecological, and theological elements over a defined period. The simulation consists of 100 iterations, each representing a unit of time ranging from 0 to 1.

The simulated data includes four distinct terms: "Soteriological Epistemology," "Preserve Ecological Diversity," "Name God from Creatures," and "Idolatry Threat." These terms are generated using random normal distributions, capturing the inherent variability in spiritual and ecological dynamics.

The cumulative sum of random values is applied to simulate the evolving nature of "Preserve Ecological Diversity," signifying a dynamic, ongoing process. The resulting values for each term are then combined into an "Equation Result," offering a holistic view of the interplay between these elements.

The visual representation unfolds through a series of line plots, showcasing how each term evolves individually and contributes to the overall equation result over time. The distinctive trajectories of "Soteriological Epistemology," "Preserve Ecological Diversity," "Name God from Creatures," and "Idolatry Threat" are depicted, emphasising their unique impacts on the combined equation.

The overarching goal of this code is to provide a dynamic, graphical representation of the complex relationships between spirituality, ecological preservation, theological perspectives, and threats of idolatry. This visual exploration serves as a foundation for further analysis and understanding of the intricate interdependencies within these domains.