cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.20435784.v1
title: ibutton-left-nondominant-upper-arm-cotton-sports-wristband-radial-artery-ventral-interior-5min-v2

description: Skin temperature using a Maxim Thermocron iButton DS1925L set at a resolution of one sample every 5 min (max resolution) and temperature resolution of 0.0625°C (max resolution), placed on the radial artery on the forearm (between elbow and wrist, about in the middle with a slightly changing position regularly to avoid skin damage due to continuous skin obstruction and warmth), by being attached with a velcro to the interior of a cotton sports wrist band. This sensor should allow to capture circadian rhythm modulations. See the works of Dr. Antonio Martinez Nicolas for more details on wrist skin temperature rhythm and WTIO. <br> The procedure is described in: https://pubmed.ncbi.nlm.nih.gov/18761026/ <br> Part of the MyNon24Sleep v2 dataset, specifications of the study's design and wearables setup available in the Wearadian v2 project's documentation. Data starts from 2022-03-17 and will cover one whole year. Data is discontinuous, each csv file should be concatenated with the next ones based on datetime to get the full dataset. <br> This dataset can be used alone or in combination with ibutton-left-nondominant-upper-arm-cotton-sports-wristband-dorsal-interior-5min-v2 to regress dorsal skin temperature. There are no recordings for ambient temperature in Wearadian v2. <br> The maximum number of samples seems to be 62720, which is about about 6-7 months of continuous data recording maximum per run. So it's necessary to clear the sensor's data before collecting a new period. <br> Note that the datetime in the filename is in US format: monthdayyear. <br>
DOI: 10.5281/zenodo.7402590
title: The Heart of the Matter_Evaluation tools

description: The Heart of the Matter: Evaluation tools
DOI: 10.5281/zenodo.7402589
title: The Heart of the Matter_Evaluation tools

description: The Heart of the Matter: Evaluation tools
DOI: 10.34740/kaggle/dsv/4665444
title: OntoUML/UFO Catalog
DOI: 10.6084/m9.figshare.21677528
title: The research of immune mechanism with intestinal microflora to microsatellite instability in sporadic colorectal cancer

description: The research of immune mechanism
DOI: 10.6084/m9.figshare.21677528.v1
title: The research of immune mechanism with intestinal microflora to microsatellite instability in sporadic colorectal cancer

description: The research of immune mechanism
DOI: 10.6084/m9.figshare.21677555
title: Solar PV Data: (a-m) Piecewise segmentation of the I-V curve

description: This dataset corresponds to data which have been extracted from the 60W MSX-60 solar panel model. The model of the PV was obtained using particle swarm optimisation. The accuacy of the model is exellent and attractive as it was benchmarked by experiemal curves provided by the manufacturer. Precisely, the datasheet contain 27x399 data points corresponding to some variables such as Temperature, Irradiance, Maximum power voltage, maximum power current, open circuit voltage, short circuit current and many others. This data was generated for the design and implementation of a solar Phtotovoltaic Emulator (PVE). The authors recommend that the prescribed data offers a broad spectrum for solar panel research, such as MPPT, PV performance studies and many more.
DOI: 10.6084/m9.figshare.21677543
title: 2022-nature microbiology-Host and gut bacteria.pdf

description: data
DOI: 10.6084/m9.figshare.21677543.v1
title: 2022-nature microbiology-Host and gut bacteria.pdf

description: data
DOI: 10.6084/m9.figshare.21677510
title: Processed data used in "Multiplexed Vulnerabilities of Striatal Neurons in Human and Rodent Models of Huntington's Disease"

description: Processed data used in "Multiplexed Vulnerabilities of Striatal Neurons in Human and Rodent Models of Huntington's Disease" <br> DEG dataset: Cell-type-specific pseudobulk differential gene expression (DGE) analysis was performed using ACTIONet and limma for sufficiently abundant cell types using age (human), sex (human), and disease (human and mouse) phenotype as design covariates and gene-wise single-cell-level variance as weights for the linear model. Genes were considered differentially expressed if they had an FDR-corrected p-value &lt; 0.001 and an absolute log2-fold change &gt; 0.1 for that cell type relative to the normal control group or the reference cellular sub-type. To ensure that DGE results were reproducible and robust to differences in cell type abundance, we sampled with replacement equal numbers of mice/individuals and cells per mouse/individual for each cell type and repeated the pseudobulk analysis. Lastly, we repeated the analyses using DESeq2 as the model-fitting algorithm in lieu of limma to ensure replicability across methods. In all cases, DGE results were consistent, and we used the pseudobulk limma results for all downstream analyses. <br> Transcriptomic distance dataset: We computed the average gene expression vector for each subtype and calculated the pair-wise Jensen-Shannon divergence (JSD) using the philentropy R package between all subtypes. The JSD is a measure of similarity between two distributions in the interval [0, 1] with 0 denoting two identical distributions. The Jensen-Shannon distance was defined as the square root of the JSD. <br> Fraction of SPN subtype dataset: After the clustering and annotations using ACTIONet, fraction of each SPN subtypes in the entire SPN populations identified.
DOI: 10.6084/m9.figshare.21677510.v1
title: Transcriptomic_distance

description: Transcriptomic distance between all striatal cell or SPN subtypes. We computed the average gene expression vector for each subtype and calculated the pair-wise Jensen-Shannon divergence (JSD) using the philentropy R package between all subtypes. The JSD is a measure of similarity between two distributions in the interval [0, 1] with 0 denoting two identical distributions. The Jensen-Shannon distance was defined as the square root of the JSD.
DOI: 10.5281/zenodo.7388709
title: Simultaneous profiling of histone modifications and DNA methylation via nanopore sequencing

description: Datasets that contain a minimum of nanopore reads sufficient for hidden Markov model training and for evaluating the performance of our computational tool - nanoHiMe at simultaneously calling CpG and/or adenine methylation on individual nanopore reads.<em> Ecoli</em>_PCR_amplicons_100k.tgz, <em>Ecoli</em>_PCR_MSssI_100k.tar.gz and <em>Ecoli</em>_PCR_pA-Hia5_100k.tar.gz are used for training new parameters of the emission distributions of individual <em>k</em>-mers from DNA template without modification, with fully methylated CpGs, and with partially methylated adenines, respectively. nanoHiMe_H3K27me3.fast5.tgz are the nanopore sequencing reads from H3K27me3 nanoHiMe-seq experiments in GM12878 cells and used for evaluating the performance of nanoHiMe at jointly calling CpG and adenine methylation.
description: link to: https://github.com/YinLabTJ/nanoHiMe
DOI: 10.5281/zenodo.7388708
title: Simultaneous profiling of histone modifications and DNA methylation via nanopore sequencing

description: Datasets that contain a minimum of nanopore reads sufficient for hidden Markov model training and for evaluating the performance of our computational tool - nanoHiMe at simultaneously calling CpG and/or adenine methylation on individual nanopore reads.<em> Ecoli</em>_PCR_amplicons_100k.tgz, <em>Ecoli</em>_PCR_MSssI_100k.tar.gz and <em>Ecoli</em>_PCR_pA-Hia5_100k.tar.gz are used for training new parameters of the emission distributions of individual <em>k</em>-mers from DNA template without modification, with fully methylated CpGs, and with partially methylated adenines, respectively. nanoHiMe_H3K27me3.fast5.tgz are the nanopore sequencing reads from H3K27me3 nanoHiMe-seq experiments in GM12878 cells and used for evaluating the performance of nanoHiMe at jointly calling CpG and adenine methylation.
description: link to: https://github.com/YinLabTJ/nanoHiMe
DOI: 10.21227/xbpf-m598
title: MRO_ML_Analysis

description:  Physically unclonable functions (PUFs) are hardware security primitives that utilize non-reproducible manufacturing variations to provide device-specific challenge-response pairs (CRPs). Such primitives are desirable for applications such as communication and intellectual property protection. PUFs have been gaining considerable interest from both the academic and industrial communities because of their simplicity and stability. However, many recent studies have exposed PUFs to machine-learning (ML) modeling attacks. To improve the resilience of a system to general ML attacks instead of a specific ML technique, a common solution is to improve the complexity of the system. Structures, such as XOR-PUFs, can significantly increase the nonlinearity of PUFs to provide resilience against ML attacks. However, an increase in complexity often results in an increase in area and/or a decrease in reliability. This study proposes a lightweight ring oscillator (RO)-based PUFs using an additional modulus process to improve ML resiliency. The idea was to increase the complexity of the RO-PUF without significant hardware overhead by applying a modulus process to the outcomes from the RO frequency counter. We also present a thorough investigation of the design space to balance ML resiliency and other performance metrics such as reliability, uniqueness, and uniformity.
DOI: 10.5281/zenodo.7402620
title: Concentration and spatial variation of atmospheric ice nucleating particles over East Antarctica retrieved from the surface snow

description: This dataset is the INP concentration in water.
DOI: 10.5281/zenodo.7402619
title: Concentration and spatial variation of atmospheric ice nucleating particles over East Antarctica retrieved from the surface snow

description: This dataset is the INP concentration in water.
DOI: 10.5281/zenodo.7402598
title: PERTEMUAN 12_29 NOVEMBER 2022_KASUS DAN PENYELESAIAN PENGENDALIAN BAHAN BAKU_UNIVESITAS GRESIK_JAM 20.00-21.30

description: <strong>Capaian Pembelajaran Mata Kuliah (CPMK)</strong> Mahasiswa diharapkan mampu memahami pengendalian Bahan Baku, karena materi sangat dibutuhkan oleh karyawan yang bekerja di perusahaan manufaktur untuk dapat mengevaluasi terkait pengendalian Bahan Baku
description: PERTEMUAN 12_29 NOVEMBER 2022_KASUS DAN PENYELESAIAN PENGENDALIAN BAHAN BAKU_UNIVESITAS GRESIK_JAM 20.00-21.30
DOI: 10.5281/zenodo.7402597
title: PERTEMUAN 12_29 NOVEMBER 2022_KASUS DAN PENYELESAIAN PENGENDALIAN BAHAN BAKU_UNIVESITAS GRESIK_JAM 20.00-21.30

description: <strong>Capaian Pembelajaran Mata Kuliah (CPMK)</strong> Mahasiswa diharapkan mampu memahami pengendalian Bahan Baku, karena materi sangat dibutuhkan oleh karyawan yang bekerja di perusahaan manufaktur untuk dapat mengevaluasi terkait pengendalian Bahan Baku
description: PERTEMUAN 12_29 NOVEMBER 2022_KASUS DAN PENYELESAIAN PENGENDALIAN BAHAN BAKU_UNIVESITAS GRESIK_JAM 20.00-21.30
DOI: 10.6084/m9.figshare.21677564.v1
title: Figure2.Dose_response.xlsx

description: <strong>Dose-response relationship between CTR and Risk of Developing Outcomes of Interest</strong>
DOI: 10.6084/m9.figshare.21677564
title: Figure2.Dose_response.xlsx

description: <strong>Dose-response relationship between CTR and Risk of Developing Outcomes of Interest</strong>
DOI: 10.6084/m9.figshare.21677564.v3
title: Figure2.Dose_response.xlsx

description: <strong>Dose-response relationship between CTR and Risk of Developing Outcomes of Interest</strong>
DOI: 10.6084/m9.figshare.21677564.v2
title: Figure2.Dose_response.xlsx

description: <strong>Dose-response relationship between CTR and Risk of Developing Outcomes of Interest</strong>
DOI: 10.21227/5h1e-cr70
title: Accelerated aging and junction temperature extraction experimental data of SiC MOSFET

description: In order to obtain the temperature sensitive electrical parameters VDS and junction temperature parameters from the non aging module of SiC MOSFET to the aging failure stage, the saturation voltage drop test was conducted on the SiC MOSFET module with the model of BSM300D12P2E001 (1200V/300A), and the junction temperature extraction test was conducted on the non aging module and the SiC MOSFET module after DC power cycle accelerated aging test.
DOI: 10.34740/kaggle/dsv/4665851
title: 💥📰 Daily Breaking News Twitter Dataset
DOI: 10.25919/5d033e568549c
title: Educational dataset based on fCO2 on the Great Barrier Reef Study

description: Educational resources and lesson plans based on Underway fCO2 measurements collected various months onboard the RTM Wakmatha on the Great Barrier Reef, Australia (multiple collections)
DOI: 10.25919/5d033e13694c4
title: Educational dataset based on Income Inequality Study

description: Educational resources and lesson plans based on Income Inequality (Gini Coefficients) for Australian regions data collection
DOI: 10.25919/5d033e4b0855c
title: Educational dataset based on Reconstructed Global Mean Sealevel Calculations

description: Educational resources and lesson plans based on Reconstructed Global Mean Sea Level for 1880 to 2009 data collection
DOI: 10.25919/5d033e895a06a
title: Educational dataset based on WA Northern Wheatbelt Bird study

description: Educational resources and lesson plans based on WA Northern Wheatbelt Bird Counts from Koobabbie 1987-2017 collection
DOI: 10.18112/openneuro.ds004350.v1.1.0
title: Executive Functioning Data
DOI: 10.15121/1901784
title: Utah FORGE Well 16A(78)-32 Stimulation DFN Fracture Plane Evaluation and Data

description: This dataset includes files used to fit planar fractures through the preliminary earthquake catalogs of the three stages of the April 2022 well 16A(78)-32 stimulation which is linked bellow. These planar features have been used to update the FORGE reference Discrete Fracture Network (DFN) model. The files are provided to encourage other modelers to use additional workflows to find additional/alternative features. To this end, the dataset includes the cleaned earthquake catalog data translated to the FORGE reference model global reference frame, the well trajectory of 16A(78)-32 in those same coordinates, the fit 15 planar features in csv format, and a pdf file with slides illustrating the process used to fit the features. A recorded presentation of this material is available from the October 2022 FORGE Modeling and Simulation Forum which is also linked below.
DOI: 10.34740/kaggle/dsv/4666040
title: 🇺🇦 Ukraine Conflict Twitter Dataset
DOI: 10.25982/133260.12/1901826
title: KBase Narrative - BIT 295 MRA Isolate 106- Final

description: Arthrobactor is a bacteria that commonly resides in soil, plants, and wastewater (Gobbetti 2014). It is commonly used in the agricultural industry for degrading pesticides which will detox the soil and allow wildlife not to be harmed by said pesticides. The sample that is being tested came from an acid drain from a mine. The test sample was able to live and thrive in a metal ridden environment which could lead it to having some genes that could aid in e-waste recycling. A species of arthrobacter known as Arthrobacter citreus can be used for polyamide waste (Baxi 2019). Polyamide is used in fishing nets and industrial applications and the waste generated by this impacts ocean environments and ecosystems (Rietzler et all... 2021). Based on the resilience of arthrobacter as a genus, the hopes for this sample to aid in e-waste recycling are high.
DOI: 10.6084/m9.figshare.21677675
title: Supporting data for Kelvin-Helmholtz instability at Mars: in situ Observations and Kinetic Simulations

description: The data files contain the parameters plotted in the Figures of Kelvin-Helmholtz instability at Mars: in situ Observations and Kinetic Simulations.
DOI: 10.6084/m9.figshare.21677675.v1
title: Supporting data for Kelvin-Helmholtz instability at Mars: in situ Observations and Kinetic Simulations

description: The data files contain the parameters plotted in the Figures of Kelvin-Helmholtz instability at Mars: in situ Observations and Kinetic Simulations.
DOI: 10.6084/m9.figshare.21678518
title: Prioritizing landscapes to reconcile biodiversity conservation, ecosystem services, and human well-being in India

description: The dataset contains all input files used in the analysis for the paper titled "Prioritizing landscapes to reconcile biodiversity conservation, ecosystem services, and human well-being in India", Srivathsa et al., Nature Sustainability.
DOI: 10.5281/zenodo.7382463
title: Simultaneous dynamic glucose-enhanced (DGE) MRI and fiber photometry measurements of glucose in the healthy mouse brain

description: This dataset was acquired for the DGE and fiber photometry study published in NeuroImage ( https://doi.org/10.1016/j.neuroimage.2022.119762).<br> Comprises of three datasets: DGE MRI, fiber photometry and two-photon microscopy.
DOI: 10.5281/zenodo.7382462
title: Simultaneous dynamic glucose-enhanced (DGE) MRI and fiber photometry measurements of glucose in the healthy mouse brain

description: This dataset was acquired for the DGE and fiber photometry study published in NeuroImage ( https://doi.org/10.1016/j.neuroimage.2022.119762).<br> Comprises of three datasets: DGE MRI, fiber photometry and two-photon microscopy.
DOI: 10.34740/kaggle/dsv/1786915
title: Personality Prediction using Handwriting images
DOI: 10.5281/zenodo.7340095
title: Energetic consequences of prey type in little penguins (Eudyptula minor)

description: Zip folders (Gabo Island - GB; London Bridge - LB) contain files for each little penguin study individual with frame-by-frame ethogram of activity during periods animal-borne cameras recorded while the animal was at sea. The Prey Captures Summary file contains the durations of the prey encounters and their outcomes for each of the study individuals (data derived from the ethograms).
DOI: 10.5281/zenodo.7340094
title: Energetic consequences of prey type in little penguins (Eudyptula minor)

description: Zip folders (Gabo Island - GB; London Bridge - LB) contain files for each little penguin study individual with frame-by-frame ethogram of activity during periods animal-borne cameras recorded while the animal was at sea. The Prey Captures Summary file contains the durations of the prey encounters and their outcomes for each of the study individuals (data derived from the ethograms).
DOI: 10.18112/openneuro.ds004288.v1.0.4
title: Open Access Series of Imaging Studies Subset (AFIDs-OASIS)
DOI: 10.6084/m9.figshare.14080061
title: Data for: "Research at Public Policy Schools in the Asia-Pacific Region Ranked"

description: There are three files: Citations database includes a sheet for each school with citation data and a summary sheet that collects statistics for all schools. H-Index Calculation computes the h-index for all schools. Ranking includes the summary tables and figures that appear in the paper.<br>
DOI: 10.6084/m9.figshare.14080061.v1
title: Data for: "Research at Public Policy Schools in the Asia-Pacific Region Ranked"

description: There are three files: Citations database includes a sheet for each school with citation data and a summary sheet that collects statistics for all schools. H-Index Calculation computes the h-index for all schools. Ranking includes the summary tables and figures that appear in the paper.<br>
DOI: 10.6084/m9.figshare.21678845
title: Test file.docx

description: Test file
DOI: 10.6084/m9.figshare.21678845.v1
title: Test file.docx

description: Test file
DOI: 10.5281/zenodo.6637082
title: NPOmix 1: antiSMASH results from 1,040 PoDP paired samples

description: Dataset used in the NPOmix validation (described in the publication) that includes antiSMASH results from 1,040 PoDP paired samples and 21 MGF metabolite spectra with known BGCs for testing. The input for antiSMASH were FASTA genomes from NCBI that are listed at the PoDP database (https://pairedomicsdata.bioinformatics.nl). We removed all files from the antiSMASH output folder but the GenBank (.gbk) files for the BGCs. The NPOmix publication can be found here: https://academic.oup.com/pnasnexus/advance-article/doi/10.1093/pnasnexus/pgac257/6847575. This publication used the 21 MGFs for validation plus brasilicard A and palmyramide A (to be included soon).
DOI: 10.5281/zenodo.6637083
title: NPOmix 1: antiSMASH results from 1,040 PoDP paired samples

description: Dataset used in the NPOmix validation (described in the publication) that includes antiSMASH results from 1,040 PoDP paired samples. The input for antiSMASH were FASTA genomes from NCBI that are listed at the PoDP database (https://pairedomicsdata.bioinformatics.nl). We remove all files from the antiSMASH output folder but the GenBank (.gbk) files for the BGCs.
DOI: 10.5281/zenodo.7402932
title: NPOmix 1: antiSMASH results from 1,040 PoDP paired samples

description: Dataset used in the NPOmix validation (described in the publication) that includes antiSMASH results from 1,040 PoDP paired samples and 21 MGF metabolite spectra with known BGCs for testing. The input for antiSMASH were FASTA genomes from NCBI that are listed at the PoDP database (https://pairedomicsdata.bioinformatics.nl). We removed all files from the antiSMASH output folder but the GenBank (.gbk) files for the BGCs. The NPOmix publication can be found here: https://academic.oup.com/pnasnexus/advance-article/doi/10.1093/pnasnexus/pgac257/6847575. This publication used the 21 MGFs for validation plus brasilicard A and palmyramide A (to be included soon).
DOI: 10.21227/7fx5-6v66
title: Investigation of the shore-based gravity variations caused by the effect of oceanic tidal loads with atomic gravimeter

description: Gravity measurement in coastal areas is critically affected by ocean tidal loading (OTL). However, the model of OTL is not accurate enough for offshore high-precision gravity measurement at present. In this paper, we carry out the investigation of gravity variations for the measured location that is far from the shore. Theoretically, we found that the existing gravity-corrected model for OTL needs to be further improved. Currently, the OTL model calculates the effect of tidal waves globally. However, the influence of local mass changes on gravity measurement should be taken into account, especially since the observed location is far from the coast. The effect of regional seawater mass on gravity measurement has been analyzed, and a new modified model for OTL has been presented. For further verification, the gravity measurement experiments are carried out based on a homemade atomic gravimeter for the measured location, which is 230 m far away from the shore and surrounded by seawater. Even in the harsh measurement environment of a wharf, the continuous monitoring of gravity has been implemented for about three days, and the measurement sensitivity of our atomic gravimeter is estimated to be 0.76 mGal/√Hz for an interrogation time of 110 ms. Moreover, the gravity changes of approximately 170 μGal have been observed with the variation of regional seawater mass, which agree well with the calculated results based on the new modified model of OTL. The results of this paper may be helpful for the high-precision calibration of marine gravimeters