cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.13026/8vsr-1f85
title: MIT Critical Datathon 2023: a MIMIC-IV Derived Dataset for Pulse Oximetry Correction Models

description: Pulse oximeters are medical devices used to assess peripheral arterial oxygen
saturation ( S p O 2 SpO_2 ) noninvasively. In contrast, the "gold standard"
requires arterial blood to be drawn to measure the arterial oxygen saturation
( S a O 2 SaO_2 ). Pulse oximeters currently on the market measure  S p O 2
SpO_2  in populations with darker skin tones with lower accuracy. Pulse
oximetry inaccuracies can fail to detect episodes of hidden hypoxemia, i.e.,
low  S a O 2 SaO_{2}  with high S p O 2 SpO_2 . Hidden hypoxemias can result
in less treatment and increased mortality. Yet flawed, pulse oximeters remain
ubiquitously used because of their ease of use; debiasing the underlying
algorithms could alleviate the downstream repercussions of hidden hypoxemia.
The dataset supports the building of pulse oximetry correction models. Derived
from MIMIC-IV v2.2, it includes 81,797 Intensive Care Unit (ICU)  S a O 2 − S
p O 2 SaO_2 - SpO_2  pairs.
DOI: 10.13026/jfpc-pz79
title: MIT Critical Datathon 2023: a MIMIC-IV Derived Dataset for Pulse Oximetry Correction Models

description: Pulse oximeters are medical devices used to assess peripheral arterial oxygen
saturation ( S p O 2 SpO_2 ) noninvasively. In contrast, the "gold standard"
requires arterial blood to be drawn to measure the arterial oxygen saturation
( S a O 2 SaO_2 ). Pulse oximeters currently on the market measure  S p O 2
SpO_2  in populations with darker skin tones with lower accuracy. Pulse
oximetry inaccuracies can fail to detect episodes of hidden hypoxemia, i.e.,
low  S a O 2 SaO_{2}  with high S p O 2 SpO_2 . Hidden hypoxemias can result
in less treatment and increased mortality. Yet flawed, pulse oximeters remain
ubiquitously used because of their ease of use; debiasing the underlying
algorithms could alleviate the downstream repercussions of hidden hypoxemia.
The dataset supports the building of pulse oximetry correction models. Derived
from MIMIC-IV v2.2, it includes 81,797 Intensive Care Unit (ICU)  S a O 2 − S
p O 2 SaO_2 - SpO_2  pairs.
DOI: 10.25921/jvb3-d035
title: EM2040 Water Column Sonar Data Collected During H13623
DOI: 10.6084/m9.figshare.22662526.v1
title: Innovating to solve a novel puzzle: Wild Asian elephants vary in their ability to problem solve

description: Raw data and R markdown files from a study on wild Asian elephant innovating to solve a novel puzzle box in Thailand.
DOI: 10.5281/zenodo.7909114
title: TOPr artifact

description: TOPr artifact
DOI: 10.5281/zenodo.7909113
title: TOPr artifact

description: TOPr artifact
DOI: 10.5281/zenodo.7909119
title: Positioning GNSS data of "Optimizing simultaneous water level and wave measurements from multi-GNSS interferometric reflectometry over one year at an exposed coastal site"

description: These files show the position of the GNSS antenna used in the experiment. Files are obtained for DOY 53 and 242 in 2020.
DOI: 10.5281/zenodo.7903368
title: Dataset for "Collective Excitation of Spatio-Spectrally Distinct Quantum Dots Enabled by Chirped Pulses"

description: <strong>Dataset for "Collective Excitation of Spatio-Spectrally Distinct Quantum Dots Enabled by Chirped Pulses"</strong> This dataset contains data for https://arxiv.org/abs/2209.08972v1 The data is in either .txt or .csv format. The zip file includes the following folders and data: <strong>Folder 2DMap-QD1-0Chirp</strong> This folder contains 800 spectra as .txt files, and 1 folder includes power values. Please integrate (sum up) the data around the emission lines of interest (X and XX) and reshape the data into a 16x50 matrix to plot the 2DMap. <strong>Folder 2DMap-QD1-maxChirp</strong> This folder contains 3200 spectra as .txt files, and 1 folder includes power values. Please integrate (sum up) the data around the emission lines of interest (X and XX) and reshape the data into a 64x50 matrix to plot the 2DMap. <strong>Folder 2DMap-QD2-0Chirp</strong> This folder contains 800 spectra as .txt files, and 1 folder includes power values. Please integrate (sum up) the data around the emission lines of interest (X and XX) and reshape the data into a 16x50 matrix to plot the 2DMap. <strong>Folder 2DMap-QD2-maxChirp</strong> This folder contains 1600 spectra as .txt files, and 1 folder includes power values. Please integrate (sum up) the data around the emission lines of interest (X and XX) and reshape the data into a 32x50 matrix to plot the 2DMap. <strong>Folder G2-QD2-0Chirp</strong> This folder contains a single CSV file named "BFC-g2-150ps_09-08-17" with two columns: "Time" and "Counts". <strong>Folder G2-QD2-MaxChirp</strong> This folder contains a single CSV file named "g2-250-ps_2022-07-14_08-10-17" with two columns: "Time" and "Counts".
DOI: 10.5281/zenodo.7903367
title: Dataset for "Collective Excitation of Spatio-Spectrally Distinct Quantum Dots Enabled by Chirped Pulses"

description: <strong>Dataset for "Collective Excitation of Spatio-Spectrally Distinct Quantum Dots Enabled by Chirped Pulses"</strong> This dataset contains data for https://arxiv.org/abs/2209.08972v1 The data is in either .txt or .csv format. The zip file includes the following folders and data: <strong>Folder 2DMap-QD1-0Chirp</strong> This folder contains 800 spectra as .txt files, and 1 folder includes power values. Please integrate (sum up) the data around the emission lines of interest (X and XX) and reshape the data into a 16x50 matrix to plot the 2DMap. <strong>Folder 2DMap-QD1-maxChirp</strong> This folder contains 3200 spectra as .txt files, and 1 folder includes power values. Please integrate (sum up) the data around the emission lines of interest (X and XX) and reshape the data into a 64x50 matrix to plot the 2DMap. <strong>Folder 2DMap-QD2-0Chirp</strong> This folder contains 800 spectra as .txt files, and 1 folder includes power values. Please integrate (sum up) the data around the emission lines of interest (X and XX) and reshape the data into a 16x50 matrix to plot the 2DMap. <strong>Folder 2DMap-QD2-maxChirp</strong> This folder contains 1600 spectra as .txt files, and 1 folder includes power values. Please integrate (sum up) the data around the emission lines of interest (X and XX) and reshape the data into a 32x50 matrix to plot the 2DMap. <strong>Folder G2-QD2-0Chirp</strong> This folder contains a single CSV file named "BFC-g2-150ps_09-08-17" with two columns: "Time" and "Counts". <strong>Folder G2-QD2-MaxChirp</strong> This folder contains a single CSV file named "g2-250-ps_2022-07-14_08-10-17" with two columns: "Time" and "Counts".
DOI: 10.34740/kaggle/dsv/5636397
title: Online Advertising Effectiveness Study A/B Testing
DOI: 10.5066/p9n61wj7
title: Geospatial datasets for watershed delineation used in the update of Hawai?i StreamStats, 2022

description: The U.S. Geological Survey (USGS), in cooperation with the State of Hawaii Department of Transportation, has compiled and processed a series of geospatial datasets for Hawaii to be implemented into the USGS StreamStats application (https://streamstats.usgs.gov/ss/). These geospatial datasets, along with basin characteristic datasets published as a separate USGS data release (https://doi.org/10.5066/P9TOQANM), are used to delineate watersheds and determine basin characteristics in StreamStats.
DOI: 10.5066/p9toqanm
title: Basin characteristic rasters used in the update of Hawai?i StreamStats, 2022

description: In cooperation with the State of Hawaii Department of Transportation, the U.S. Geological Survey (USGS) has computed a series of basin characteristic rasters for Hawaii to be implemented into the USGS StreamStats application (https://streamstats.usgs.gov/ss/). The basin characteristics, along with geospatial datasets for watershed delineation published as a separate USGS data release (https://doi.org/10.5066/P9N61WJ7), were used to delineate watersheds and determine basin characteristics in StreamStats for Hawaii.
DOI: 10.5066/p9ggppv5
title: Data in support of flood-frequency report--Magnitude and Frequency of Floods on Kaua'i, O?ahu, Moloka'i, Maui, and Hawai'i, State of Hawai'i, Based on Data through Water Year 2020

description: The U.S. Geological Survey (USGS), in cooperation with the State of Hawai?i Department of Transportation, estimated flood magnitudes for the 50-, 20-, 10-, 4-, 2-, 1-, 0.5-, and 0.2-percent annual exceedance probabilities (AEP) for unregulated streamgages in Kaua'i, O?ahu, Moloka'i, Maui, and Hawai?i, State of Hawai?i, using data through water year 2020. Regression equations which can be used to estimate flood magnitude and associated frequency at ungaged streams were developed. The methods and results of the study are published in a separate report (https://doi.org/10.3133/sir20235014). This data release contains data supporting the larger work: (1) PeakFQ inputs and selected outputs for 238 selected streamgages in Hawai?i; (2) inputs and outputs for the USGS weighted-multiple-linear regression (WREG) program used to develop the regional regression equations; (3) geospatial data supporting the report, including basin delineations, basin characteristics, and regional regression boundaries; and (4) selected appendices from the larger work. These data can be used to reproduce the results in the larger work: Magnitude and Frequency of Floods on Kaua?i, O'ahu, Moloka'i, Maui, and Hawai'i, State of Hawai'i, Based on Data through Water Year 2020.
DOI: 10.6084/m9.figshare.21864948
title: circRNA_pipeline_paper.RData

description: Data used to generate the results and supplementary figures displayed in: circRNA-sponging: a pipeline for extensive analysis of circRNAs and their miRNA sponging effects
DOI: 10.6084/m9.figshare.21864948.v2
title: circRNA_pipeline_paper.RData

description: Data used to generate the results and supplementary figures displayed in: circRNA-sponging: a pipeline for extensive analysis of circRNAs and their miRNA sponging effects
DOI: 10.6084/m9.figshare.21864948.v1
title: circRNA_pipeline_paper.RData

description: Supplementary data used to generate the results displayed in: circRNA-sponging: a pipeline for extensive analysis of circRNAs and their miRNA sponging effects
DOI: 10.6073/pasta/b4e5f8be5742f44101ba0c2b03aaf7e7
title: SBC LTER: Reef: Long-term experiment: biomass of kelp forest species, ongoing since 2008

description: These data represent values of biomass density for more than 200 species of macroalgae, invertebrates and fish measured in fixed plots at five reefs as part of a long-term experiment designed to evaluate the effects of disturbance to giant kelp on the structure and productivity of the benthic community. Taxon-specific relationships between size and mass were applied to field measurements of species abundance to estimate biomass density of each species. The five reefs (Arroyo Quemado 34°28.048’N, 120°07.031’W; Carpinteria 34°23.474’N, 119°32.510’W; Isla Vista 34°23.275’N, 119°32.792’W; Mohawk 34°23.649’N, 119°43.762’W; and Naples 34° 25.342’N, 119° 57.102’W) ranged in depth from 5.8 m to 8.9 m (MLLW) and were chosen to represent a range of physical and biological characteristics known to influence subtidal macroalgal assemblages in the region. A common (but not always persistent) feature on these reefs was the presence of the giant kelp, which forms a dense canopy at the sea surface that suppresses recruitment and growth of understory algae below it. See Methods for more information.
DOI: 10.5281/zenodo.7551845
title: Multivariate adaptive shrinkage improves cross-population transcriptome prediction for transcriptome-wide association studies in underrepresented populations

description: This Zenodo file collection contains transcriptome prediction models built for PrediXcan, as well as concatenated raw results from SPrediXcan. Files belong to the scientific research paper: "Multivariate adaptive shrinkage improves cross-population transcriptome prediction for transcriptome-wide association studies in underrepresented populations". Please refer to the README file for a more detailed description.
DOI: 10.22003/xfel.eu-data-005196-00
title: Pump-probe TR-SFX with in-nozzle excitation
DOI: 10.6084/m9.figshare.6004673
title: Finnish Crop Wild Relative priority list

description: Authors: Heli Fitzgerald, and Elina Kiviharju<br><br>Aim: to provide national crop wild relative (CWR) priority list for conservation planning and action. The Finnish CWR priority list was based on the Nordic CWR checklist (available at: https://doi.org/10.15468/itkype). <br><br>Method: Food and forage wild relative were prioritized according to their socioeconomic value and utilization potential. <br><br>Results: The dataset provides following information for each taxon: scientific name and author, Finnish name, nativity status and the name of the crop the wild taxon is related to. The dataset also includes information on the crop genepool or taxongroup the wild taxon belongs to and notes whether the taxon is a food or forage wild relative. <br><br>The Finnish crop wild relative priority list was created as a part of crop wild relative conservation project funded by the Finnish Ministry of Agriculture and Forestry. <br>
DOI: 10.6073/pasta/f7bfb7226b093c817dc391c34a88b514
title: CSM08 Small mammal host-parasite sampling data for 16 linear trapping transects located in 8 LTER burn treatment watersheds at Konza Prairie

description: Data set contains summaries (summer) of the number of individuals of each species of small mammal captured (relative abundance) on each transect. Each record contains date, treatment, transect, trap station, species, specimen number, recapture status, specimen disposition, external body measurements (where applicable), reproductive information, and miscellaneous associated comments. These sampling records are based on nightly captures during one 4-night trapping period in summer (June through August) for each of 16 permanent transects established on eight fire treatments (two transects per treatment). These treatments include two seasonal burn watersheds (SpB, SuB), two reversal burn watersheds (R1A, R20A), one annual burn watershed (1D), two 4-year burn watersheds (4B, 4F, and one 20-year burn watershed (20B). None of these treatments implement bison grazing.
DOI: 10.5281/zenodo.7909192
title: Dataset_Cognitive impairment and depressive symptoms

description: This is the dataset used to analyse data.
DOI: 10.5281/zenodo.7909191
title: Dataset_Cognitive impairment and depressive symptoms

description: This is the dataset used to analyse data.
DOI: 10.5066/p95vwuf9
title: Locations of Change in Aquatic Vegetation Cover along the Illinois Waterway from 2019 - 2021

description: Over the summer of 2020, the Illinois Waterway (IWW) was closed to complete maintenance on lock chambers along the Illinois River. This closure restricted vessel traffic along the river and potentially changed habitat characteristics for aquatic vegetation establishment and growth. To assess if patterns of vegetation establishment and growth changed during the closure, peak biomass imagery from 2019 (pre closure) and 2021 (post closure) were compared for a vegetation response. This assessment found locations where aquatic vegetation increased and locations where aquatic vegetation decreased.
DOI: 10.5517/ccdc.csd.cc27m0b7
title: CCDC 2073848: Experimental Crystal Structure Determination

description: Related Article: Dong-Fei Lu, Yu-Peng Han, Yayong Sun, Fei Wang, Jian Zhang|2023|Cryst.Growth Des.|23|3778|doi:10.1021/acs.cgd.3c00151
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc27m0hd
title: CCDC 2073853: Experimental Crystal Structure Determination

description: Related Article: Dong-Fei Lu, Yu-Peng Han, Yayong Sun, Fei Wang, Jian Zhang|2023|Cryst.Growth Des.|23|3778|doi:10.1021/acs.cgd.3c00151
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc27m0kg
title: CCDC 2073855: Experimental Crystal Structure Determination

description: Related Article: Dong-Fei Lu, Yu-Peng Han, Yayong Sun, Fei Wang, Jian Zhang|2023|Cryst.Growth Des.|23|3778|doi:10.1021/acs.cgd.3c00151
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc28cnz9
title: CCDC 2096591: Experimental Crystal Structure Determination

description: Related Article: Dong-Fei Lu, Yu-Peng Han, Yayong Sun, Fei Wang, Jian Zhang|2023|Cryst.Growth Des.|23|3778|doi:10.1021/acs.cgd.3c00151
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.34740/kaggle/dsv/5636630
title: Online Advertising Effectiveness Study A/B Testing
DOI: 10.6084/m9.figshare.3761562.v2580
title: Online Labour Index: Measuring the Online Gig Economy for Policy and Research

description: Data repository for the data underlying the Online Labour Index. See http://ilabour.oii.ox.ac.uk online-labour-index/ for details.
DOI: 10.25573/data.22782806
title: <strong>DIVERSIDAD MORFOLÓGICA Y GENÉTICA DE HONGOS ENDÓFITOS DE DOS ESPECIES ENDÉMICAS DE ZAMIA (ZAMIACEAE, CYCADOPHYTA)</strong> <strong>DE PANAMÁ</strong>

description: En este estudio, nos enfocamos en dos cicadófitas endémicas de Panamá, <em>Zamia nana</em> y <em>Z. pseudoparasitica</em>. Esta última es la única gimnosperma epífita en el mundo. Usando una combinación de cultivos y secuenciado Sanger reportamos una gran cantidad de hongos endófitos. En <em>Z. pseudoparasitica,</em> se encontraron 272 hongos endófitos en la población del Copé (50 morfotipos), 58 morfotipos en Santa Fe y 22 morfotipos en Cerro Marta. Por su parte, de la población silvestre de <em>Z. nana</em> (El Valle de Antón) se identificaron 74 morfotipos. De los 69 cultivos secuenciados para el marcador ITS (cebadores ITS4 y ITS5) se recuperaron los siguientes géneros ascomicetos: <em>Colletotrichum</em>, <em>Xylaria</em>, <em>Hypoxylon</em>, <em>Cercophora</em> y un basidiomicete: <em>Tritirachium.</em> Nuestro estudio es el primero que documenta la diversidad de hongos endófitos foliares en gimnospermas endémicas Neotropicales
DOI: 10.25573/data.22782806.v1
title: <strong>DIVERSIDAD MORFOLÓGICA Y GENÉTICA DE HONGOS ENDÓFITOS DE DOS ESPECIES ENDÉMICAS DE ZAMIA (ZAMIACEAE, CYCADOPHYTA)</strong> <strong>DE PANAMÁ</strong>

description: En este estudio, nos enfocamos en dos cicadófitas endémicas de Panamá, <em>Zamia nana</em> y <em>Z. pseudoparasitica</em>. Esta última es la única gimnosperma epífita en el mundo. Usando una combinación de cultivos y secuenciado Sanger reportamos una gran cantidad de hongos endófitos. En <em>Z. pseudoparasitica,</em> se encontraron 272 hongos endófitos en la población del Copé (50 morfotipos), 58 morfotipos en Santa Fe y 22 morfotipos en Cerro Marta. Por su parte, de la población silvestre de <em>Z. nana</em> (El Valle de Antón) se identificaron 74 morfotipos. De los 69 cultivos secuenciados para el marcador ITS (cebadores ITS4 y ITS5) se recuperaron los siguientes géneros ascomicetos: <em>Colletotrichum</em>, <em>Xylaria</em>, <em>Hypoxylon</em>, <em>Cercophora</em> y un basidiomicete: <em>Tritirachium.</em> Nuestro estudio es el primero que documenta la diversidad de hongos endófitos foliares en gimnospermas endémicas Neotropicales
DOI: 10.25919/t879-rr49
title: Parkes observations for project P595 semester 2023APRS_01

description: We propose to continue the PULSE@Parkes project in which high school students from Australia and around the World use the Parkes radio telescope in a remote observing model to observe and analyse pulsar data. The data from some PULSE@Parkes observations are used to support the space missions, other observations supplement the P456 Pulsar Timing Array project and the remainder were chosen in order to make a detailed analysis of pulsar timing irregularities and intermittency.
DOI: 10.34740/kaggle/dsv/5636701
title: #ChatGPT 1000 Daily 🐦 Tweets
DOI: 10.34740/kaggle/dsv/5636646
title: Find Gamma particles in Magic Telescope
DOI: 10.34740/kaggle/ds/3240585
title: Online Advertising Effectiveness Study A/B Testing
DOI: 10.25921/h7vy-9658
title: EM2040 Water Column Sonar Data Collected During H13621
DOI: 10.6084/m9.figshare.22781483
title: BT12_RESTinter_30.hic

description: BT12 REST HiC
DOI: 10.6084/m9.figshare.22781483.v1
title: BT12_RESTinter_30.hic

description: BT12 REST HiC
DOI: 10.17909/ehh3-dm67
title: Data from Discovery of a Surprising Flux Event in White Dwarf HZ 4

description: HZ 4 is a DA3.4C White Dwarf (WD) and a commonly-used photometric standard star. While analyzing its suitability as a calibrator, data from TESS revealed an increase in flux by 43.2%, seen only on Sector 43 observed in September and October of 2021. The event duration is 28.8 hours, and the light curve shape is approximately symmetric and consists of a flux increase preceded and followed by a flux decrease of 11.4%. If periodic, the period would be >77 days. No other objects are observed in the DSS, GALEX, or WISE images within the TESS pixel in which HZ 4 resides. The event resembles the flux increases of long-lived white dwarf pulsators, although HZ4 is not in the instability strip. There is no evidence of a binary companion, which suggests HZ4 is not a dwarf nova, nor photometric evidence of any circumstellar material.
DOI: 10.6073/pasta/93cb9ffe9a5c1256b5f930b32a33a81e
title: CBS04 Sweep sample data: prey estimates for Grasshopper Sparrows on Konza Prairie

description: This data set includes data on the contents of sweep samples. We collected sweeps in select years during May, June, and/or July in 3 locations on each of the focal watersheds. Sweeps were 80m long and centered at veg points. Data consist of information about the sampling events, and sample wet mass, edible mass (combined mass of selected orders listed below). Additionally, the dataset includes the number of individuals in each of a series of size categories, total N, and mass (in grams) of the following groups: Tettigoniidae, Acrididae, other Orthoptera, Gryllidae, Odonata, Ephemeroptera, Coleoptera, Hymenoptera, Lepidoptera, Arachnida, Hemiptera, Neuroptera, Diptera, Phasmatidae, Mantidae, and “other”.
DOI: 10.6084/m9.figshare.22782836
title: Iraq_Metastatic Breast cancer.xlsx

description: Our data at the University of Baghdad College of Pharmacy, Iraq. Project title <em><strong>Adherence, quality of life and adverse drug events among Iraqi women with metastatic breast cancer taking Palbociclib/anastrozole combination or anastrozole monotherapy: A comparative observational study</strong></em>
DOI: 10.5281/zenodo.7909237
title: Data for "A benchmark of computational pipelines for single-cell histone modification data"

description: The `time_features.txt` and `time_correct.txt` files contain the runtimes for the various embedding methods. The .csv files contain the computed scores (both supervised and unsupervised) for all the methods.
description: This data is also mirrored in the github repository (https://github.com/vallotlab/benchmark_scepigenomics) in the `data` and `log` folders