cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.7326417
title: Towards true volumetric refractive index investigation in tomographic phase microscopy at cellular level - dataset

description: This dataset contains 6 files with reconstrucions of 3 different types of cells (SH-SY5Y neuroblastoma cells, A549 adenocarcinoma lung cells and HL-60 white blood cells), retrieved from optical diffraction tomography system measurements carried out at Warsaw University of Technology. The measurements were reconstructued with 2 different algorithms: direct inversion algorithm (DI) and Gerchberg-Papoulis algorithm with finite object support regularization (GPSC) [1]. All files are *.mat files. In the files there are 5 variables: REC - reconstruction matrix with information about 3D refractive index values in the cells<br> dx - sample size <br> RI2D - values of mean refractive index calculated from 2D lateral cross-sections<br> RI3D - volumetric mean refractive index<br> mask - binary mask of the cell <br> [1] W. Krauze, “Optical diffraction tomography with finite object support for the minimization of missing cone artifacts,”277<br> Biomed. optics express 11, 1919–1926 (2020)<br>
DOI: 10.5281/zenodo.7554795
title: Constraining Bedrock Groundwater Residence Times in a Mountain System with Environmental Tracer Observations and Bayesian Uncertainty Quantification: Modeling and Data Package

description: Here we present field observations of dissolved noble gases (He, Ne, Ar, Kr, and Xe), Chloroflourcarbons (CFCs), Sulfurhexaflouride (SF6), and tritium (3H) sampled from the PLM1, PLM6, and PLM7 wells in the East River Colorado (USA) sampled in May, 2021. This observation dataset, along with the presented python modeling scripts to interpret the data, can aide in quantifying groundwater residence times and recharge conditions. The README files describes the directories and scripts.
DOI: 10.17188/1201766
title: Materials Data on Al(HO)3 by Materials Project

description: Al(OH)3 crystallizes in the monoclinic P2_1/c space group. The structure is two-dimensional and consists of two Al(OH)3 sheets oriented in the (0, 0, 1) direction. there are two inequivalent Al3+ sites. In the first Al3+ site, Al3+ is bonded to six O2- atoms to form edge-sharing AlO6 octahedra. There are a spread of Al–O bond distances ranging from 1.88–1.98 Å. In the second Al3+ site, Al3+ is bonded to six O2- atoms to form edge-sharing AlO6 octahedra. There are a spread of Al–O bond distances ranging from 1.84–1.95 Å. There are six inequivalent H1+ sites. In the first H1+ site, H1+ is bonded in a single-bond geometry to one O2- atom. The H–O bond length is 0.99 Å. In the second H1+ site, H1+ is bonded in a single-bond geometry to one O2- atom. The H–O bond length is 0.99 Å. In the third H1+ site, H1+ is bonded in a single-bond geometry to one O2- atom. The H–O bond length is 0.98 Å. In the fourth H1+ site, H1+ is bonded in a single-bond geometry to one O2- atom. The H–O bond length is 0.99 Å. In the fifth H1+ site, H1+ is bonded in a single-bond geometry to one O2- atom. The H–O bond length is 0.98 Å. In the sixth H1+ site, H1+ is bonded in a single-bond geometry to one O2- atom. The H–O bond length is 0.98 Å. There are six inequivalent O2- sites. In the first O2- site, O2- is bonded in a distorted trigonal planar geometry to two Al3+ and one H1+ atom. In the second O2- site, O2- is bonded in a distorted single-bond geometry to two Al3+ and one H1+ atom. In the third O2- site, O2- is bonded in a distorted single-bond geometry to two equivalent Al3+ and one H1+ atom. In the fourth O2- site, O2- is bonded in a 1-coordinate geometry to two equivalent Al3+ and one H1+ atom. In the fifth O2- site, O2- is bonded in a distorted single-bond geometry to two Al3+ and one H1+ atom. In the sixth O2- site, O2- is bonded in a distorted single-bond geometry to two Al3+ and one H1+ atom.
DOI: 10.18462/iir.gl.2018.1276
title: CO2 + propane mixture as working fluid for refrigeration in hot climates. Experimental results of energy efficiency tests.

description: Adding another compound to CO2 results in an increase of the critical temperature. Hence, it is possible to operate subcritical cycles at higher external temperatures. This has been recently experimented for heat pumps (Bouteiller 2017, Bouteiller et al. 2016) and has shown increased performance in certain conditions as well as lower working pressures. The present study investigates CO2 mixtures for refrigeration or air conditioning applications in hot climates. As an example of such applications, we examine here 4 different liquid cooling scenarios: A brine is cooled from 12 to 5 °C in order to test an air conditioning situation. In the 3 other scenarios, temperatures of the brine are fixed respectively at: 5 / 0°C, 0 / -5°C and -5°C / -10°C. A simple stage pure CO2 cycle is used as reference, with fixed external conditions. Heat sink temperatures are set at 35 °C and 40 °C to account for hot external conditions. The optimal efficiency and optimal high pressure for pure CO2 were first measured in those conditions and taken as reference. Then, performances obtained with 3 different mixture compositions (5%, 10% and 15% molar fraction of propane) in the same conditions are compared to this reference. Improvements in optimal performances and high pressure level as well as the occurrence of condensation is discussed. The results show that the operating pressure is always lowered and that in some conditions, the COP can be increased by 20%
DOI: 10.18462/iir.icr.2019.1231
title: Energy improvements in a stand-alone transcritical refrigeration system using a low-GWP mixture of CO2/R1270.
DOI: 10.25828/w490-a496
title: Quality of Life Survey IV 2015-2016
DOI: 10.5281/zenodo.27483
title: Immune Repertoire Profiling Reveals That Clonally Expanded B And T Cells Infiltrating Diseased Human Kidneys Can Also Be Tracked In The Blood

description: Recent advances in high-throughput sequencing allow for the competitive analysis of the human B and T cell immune repertoire. In this study we compared Immunoglobulin and T cell receptor repertoires of lymphocytes found in kidney and blood samples of 10 patients with various renal diseases based on next-generation sequencing data.
DOI: 10.5281/zenodo.7453056
title: Digital rock dataset for use in machine learning research of permeability prediction

description: Datasets and codes for the paper "Hierarchical homogenization with deep-learning-based surrogate model for rapid estimation of effective permeability from digital rocks"
DOI: 10.5285/4f377defc2454db9b2a6d032abfd0cbd
title: ESA Fire Climate Change Initiative (Fire_cci): AVHRR-LTDR Burned Area Grid product, version 1.0

description: The ESA Fire Disturbance Climate Change Initiative (CCI) project has produced maps of global burned area derived from satellite observations. The AVHRR - LTDR  Grid v1.0 product described here contains gridded data of global burned area derived from spectral information from the AVHRR (Advanced Very High Resolution Radiometer) Land Long Term Data Record (LTDR) v5 dataset produced by NASA.

The dataset provides monthly information on global burned area on a  0.25 x 0.25 degree resolution grid from 1982 to 2017.   The year 1994 is omitted as there was not enough input data for this year.   For further information on the product and its format see the product user guide.

This v1.0 product is released as a beta version; only the gridded version of the data is available.
DOI: 10.6084/m9.figshare.21688343
title: Dataset of Ageing across the great divide: tissue transformation, organismal growth, and temperature shape telomere dynamics through the metamorphic transition

description: Dataset of the study Ageing across the great divide: tissue transformation, organismal growth, and temperature shape telomere dynamics through the metamorphic transition. It contains three Excel sheets: Telomere_dataset, Survival_dataset, Read_me, the latter explaining the information contained in the other two.
DOI: 10.6084/m9.figshare.21937988
title: Data File 2.xlsx

description: Spatial distribution of peak intensities in 3-dimensions with various temperatures and Two-dimensional profiles of peak intensities.
DOI: 10.17632/3gyxtcbnj7.1
title: Probabilistic Model for Quantitative Risk Assessment of COVID-19 : the case of a patchy environment with potential for migration between continents

description: RAMAS data
DOI: 10.5281/zenodo.4072461
title: Summer Lake Pliocene Tephra Dataset

description: This dataset describes a fault-uplifted sequence of 11 tephra layers preserved in ~3 Ma, fossiliferous lacustrine sediments and 3 tephra in adjacent late Pleistocene lacustrine sediments and Holocene dune sand at Summer Lake, Oregon, USA. It includes tephra and host sediment stratigraphy, sample information, tephra layer thicknesses, tephra grain size data, volcanic glass geochemistry, SEM imagery, method information, and suggested tephra correlations. Most of this information is contained in a series of spreadsheets that follow tephra community recommended best practices. The listed files below follow the naming convention and format of Abbott et al. (2020) version 2.0, and they serve as worked examples of that format. See DOI: 10.5281/zenodo.3866266 for more information. Summer Lake Collection3b.xlsx (location information, sample information, stratigraphy) Summer Lake Sample_Processing2.xlsx (sample preparation) Summer Lake Physical_analysis2.xlsx (maximum grain size data, pumice class density) Summer Lake Physical_Microanalysis3.xlsx (polarizing microscope images, SEM-EDS images, sample mount images) Summer Lake Geochemical_Analysis 3.xlsx (EPMA method details) Glass geochemistry by EPMA may be found in the following file: Summer Lake Glass DATA.xlsx SEM and other images may be found in the following file: Summer Lake EPMA Images.zip Additional geological field data and field photographs may be found in the StraboSpot repository.
DOI: 10.5281/zenodo.6337557
title: Data for a CML blackout gap detection example

description: <em>blackout_example_cmls.nc</em> consists of three years of data from two commercial microwave links. It includes transmitted and recieved signal levels with a temporal resolution of one minute. <em>blackout_example_radar_reference.nc</em> consists of three years of rainfall data from RADKLIM-YW, a radar product from the German Weather Service, path-averaged along the two example CMLs.
DOI: 10.3886/e165042v1
title: Data and Code for: The Human Side of Structural Transformation

description: We document that nearly half of the global decline in agricultural employment was driven by new cohorts entering the labor market. A new dataset of policy reforms supports an interpretation of these cohort effects as human capital. Using a model of frictional labor reallocation, we conclude that human capital growth led to a sharp decline in the agricultural labor supply, accounting, at fixed prices, for 40% of the decrease in agricultural employment. This aggregate effect is halved in general equilibrium and it reflects the role of human capital as both a mediating factor and an independent driver of labor reallocation.
DOI: 10.5281/zenodo.6765842
title: China Soil NOx Emission Inventory

description: A high-resolution emission inventory of soil NO<sub>x</sub> from agricultural areas in China.
DOI: 10.17037/data.00000734
title: Clinical code list - Pulmonary Embolism

description: Read and ICD-10 codes for diagnosis of pulmonary embolism, a blockage in the artery to the lungs.
DOI: 10.18462/iir.nh3-co2.2019.0043
title: Analysis of Propane + CO2 mixture as a working fluid in a vapor compression refrigeration system.

description: This paper explores feasibility of C3H8+CO2 mixtures for refrigeration applications. CO2 in the mixture suppresses flammability, while the presence of propane helps in reducing the critical pressure of CO2 to facilitate operation in subcritical regime. Performance of C3H8+CO2 mixture is analyzed for various molar compositions of C3H8 permissible within the flammability suppression envelope to arrive at an optimum molar fraction of propane in the mixture. Analysis is performed using a MATLAB based program coupled with REFPROP database for obtaining the thermodynamic mixture properties at various state points. Simulations are performed for various system configurations viable for cooling applications with evaporating temperatures ranging between -7°C to 12°C. The analysis shows that 15% CO2 in the mixture yields the performance equivalent to pure CO2 with a 70% reduction in optimum discharge pressure. For the operating range considered, the current mixture composition offers the flexibility to operate entirely in the subcritical regime.
DOI: 10.17632/f8ksz2nhd2.1
title: Systematically attenuating DNA targeting enables CRISPR-driven editing in bacteria

description: All gel descriptions can be found in the PDF file "Description of raw gel images - Attenuated guides story".
DOI: 10.18462/iir.rankine.2020.1162
title: Investigation on the performance characteristics of a novel heat pump directly driven by wind turbine.
DOI: 10.5281/zenodo.5091850
title: Decomposing Monolithic Processes using the mCRL2 toolset

description: A set of experiments consisting of mCRL2 specifications that can be decomposed into two monolithic processes using the lpscleave tool of the mCRL2 toolset. The resulting monolithic processes can be subsequently composed to obtain the state space of the original specification more efficiently than by exploring the original specification itself. The technique is described in detail in the "Decomposing Monolithic Processes in a Process Algebra with Multi-actions" paper.
DOI: 10.5281/zenodo.7025637
title: The hydro-mechanical properties of fracture intersections: pressure dependant permeability and effective stress law

description: The present repository includes the raw permeability data presented in the manuscript submitted for publication in Journal of Geophysical Research: Solid Earth entitled <em>The hydro-mechanical properties of fracture intersections: pressure-dependant permeability and effective stress law.</em> The repository is presented as compressed folders named after the Figures of the manuscript where the data is presented.
DOI: 10.5281/zenodo.7067158
title: The data of precipitation, stream discharge, groundwater level, and DOC and DIC concentrations and DOM optical indices of water in the Hulugou catchemnt, upper reaches of Heihe River

description: Here we provide the original data of the precipitation, stream discharge, air temperature, dissolved organic carbon concentrations and dissolved inorganic carbon concentrations and DOM optical indices of water at different locations in the Hulugou catchment, upper reaches of Heihe River, Northeastern Tibet Plateau, China.
DOI: 10.5281/zenodo.7131163
title: Data for "Three-Dimensional Broadband Interferometric Mapping and Polarization (BIMAP-3D) Observations of Lightning Discharge Processes" by Shao et al.

description: Data set for manuscript of “Three-Dimensional Broadband Interferometric Mapping and Polarization (BIMAP-3D) Observations of Lightning Discharge Processes” by Shao et al. submitted to Journal of Geophysical Research-atmosphere
DOI: 10.5441/002/edbt.2015.15
title: A Selectivity based approach to Continuous Pattern Detection in Streaming Graphs
DOI: 10.6073/pasta/4c30523bae14c4340e4d9c90e72f90c4
title: LTER Meteorological Stations at the Kellogg Biological Station, Hickory Corners, MI (1988 to 2020)

description: Dataset Abstract Meteorological data have been collected on the LTER main site since 1988. Originally, wind direction and speed, total solar radiation, net solar radiation, rainfall, air temperature, and relative humidity were recorded hourly in connection with measurements of evapotranspiration and deep percolation from a 6 m2 in-ground weighing lysimeter. The lysimeter and fetch area were planted to continuous alfalfa. Although the lysimeter is no longer in operation, weather data collection continues. Precipitation was measured with a tipping bucket rain gauge until fall of 1997, when it was replaced with a weighing bucket rain gauge. In 2007 the belford rain gauge was replaced by a NOAH IV weighing bucket gage. All other sensors are electronic, connected to a data logger that is polled remotely. Instruments to measure wind speed and direction are mounted on a tower at 10 m. Light sensors (net solar radiation and photosynthetically active radiation) a thermometer, and an RH probe (with a built-in thermometer) are mounted at about 3 m. Soil moisture and temperature are monitored near the base of the tower. original data source http://lter.kbs.msu.edu/datasets/5
DOI: 10.6073/pasta/f0776c1574808b08c484c1f7645a7357
title: Insect Population Dynamics on the Main Cropping System Experiment at the Kellogg Biological Station, Hickory Corners, MI (1989 to 2019)

description: Dataset Abstract Plant dwelling insect occurrence in the LTER main site (all treatments) of the KBS-LTER has been recorded since 1989 and in the successional and forest sites since 1993. The effort has focused on characterizing the temporal and spatial abundance and diversity of a set of insects representative of a higher order insect trophic level, the herbivore predators. The insect database contains more than 400,000 records and consists of counts of adult insects of fourteen species of Coccinellidae, one species of Chrysopidae, and one species of Lampyridae from 30 sample sites in each of the seven treatments in the LTER Main Site. The standard method used to measure these organisms is a yellow sticky trap. Sampling is conducted weekly during the growing season as described in the sampling protocol. original data source http://lter.kbs.msu.edu/datasets/26
DOI: 10.6073/pasta/8026c74d03e29a7fb16f0f191007e267
title: Chlorophyll determined by extraction of samples taken approximately weekly from seawater intake starting at Palmer Station by station personnel including during winter-over period, 1991 – May 2021.

description: Chlorophyll a (Chl a) is the principal photosynthetic pigment of phytoplankton, and is used as a proxy measurement for estimating phytoplankton biomass in water samples. Chl a concentrations reflect the distribution of active phytoplankton spatially and with depth in the water column and their changes over time. Chlorophyll a is determined weekly year-round at the laboratory seawater intake (SWI), from a depth of 6 meters. Concentrations are typically very low (&lt; 1 µg Chl a per liter) in winter (April-October), and higher (1-30 µg/L) following the initiation of the annual spring-summer phytoplankton bloom in November - January.
DOI: 10.7303/syn18824884
title: Surgical Workflow and Skill Analysis Challenge (HeiChole Benchmark)
DOI: 10.5281/zenodo.7317631
title: A Prospective Study on the Transmission dynamics of Corona virus disease (2019) (COVID-19) among Household contacts in Delhi, India. (SARS CoV-2 HT Study)

description: This is raw data set for the research on transmission dynamics of COVID-19 among households in Delhi, India.
DOI: 10.15787/vtt1/rixjco
title: Naturalistic Driving Study Data for Machine Learning Model Training

description: Project Description This collection contains driving scenarios of interest to machine learning developers compiled from the The Second Strategic Highway Research Program (SHRP 2) Naturalistic Driving Study (NDS). The emphasis of this task was to provide data in a format that can reduce pre-processed requirements. The SHRP 2 machine learning training data consists of valid and invalid cases for eight trigger thresholds: Longitudinal deceleration: Longitudinal deceleration ≤ −0.65 g Longitudinal acceleration: Longitudinal acceleration ≥ 0.50 g Lateral acceleration: Lateral acceleration with |absolute value| ≥ 0.75 g ABS: Flag presence Lateral jerk: Lateral jerk with |absolute value| ≥ 1.0 g/s within any 0.8-s window Freeway deceleration: Decelerations on freeways (as determined by map functional class) ≥ 0.3 g, no minimum speed Yaw rate: Yaw rate oscillations larger than ±8 degrees/s and occurring within 0.75 s Swerve: Swerve maneuvers larger than 15 degrees/s^2 occurring within 2 s In each instance of a driving maneuver exceeding a threshold, video-based analysis was used to determine if the maneuver was associated with a safety-relevant event (e.g., crash or near-crash). Maneuvers associated with a safety-relevant event were deemed as valid, while those not associated with safety-relevant events were classified as invalid. Both valid and invalid cases should be included in training and evaluation data sets in order to develop robust methods to detect safety-relevant events. Data Request Scope This data collection includes: 1) Forward video and time series data for invalid triggers. 2) Forward video and time series data for crashes and near-crashes identified by valid triggers. 3) Binary and descriptive data tables of quality assessment performed for each time series data variable on a trip basis. Data Specification See attached data dictionaries for specifics. The data collection elements are as follows: Time Series Data Invalid Triggers Forward Video Invalid Triggers Event Details Invalid Triggers Quality Assessment Binary Output Invalid Trigger Trips Binary indicator of pass (1) or fail (0) for each assessment. Quality Assessment Descriptive Output Invalid Trigger Trips Time Series Data Valid Events Forward Video Valid Events Event Details Valid Events Event Details Valid Triggers Quality Assessment Binary Output Valid Event Trips Binary indicator of pass (1) or fail (0) for each assessment. Quality Assessment Descriptive Output Valid Event Trips Quality Assessment Map Spreadsheet describing all of the quality assessments completed for each time series variable.
DOI: 10.5281/zenodo.7519157
title: Preparedness for Contingencies: A Systematic Review of the Factors that Influence the Crisis Resilience of Project Managers

description: The goal of this review paper is to investigate factors that contribute to project managers' crisis resilience through a systematic review of the literature and bibliometric analysis using VOXviewer. Existing research on project management and resilience focuses on urban resilience, community resilience, organisational resilience, team resilience, individual resilience, resilience of critical infrastructure, and flood resilience. In the context of project managers, however, the factors that influence crisis resilience and preparedness remain unclear. Using the PRISMA framework for systematic literature, 55 peer-reviewed articles published between 1993 and 2022 that met our criteria were identified through a structured keyword search in the Scopus and WoS databases. The systematic review and bibliometric analysis reveal eight (8) clusters, which we further categorise into four determinants. This is the most important finding of this review. In the context of the roles of project managers, the results of a comparative analysis reveal four prominent factors for enhancing crisis resilience: 1. leadership (individual resilience, influence, team trust, emotional intelligence); 2. interpersonal skill (conflict management, persistence, crisis preparedness); 3. agility (proactiveness, coping capacity, and adaptive capacity); 4. risk management and vulnerability (perception, awareness) . These factors are essential for developing project managers who are less susceptible to future crises and disasters. This study has exhaustively characterised the possibilities and capacities of crisis resilience in terms of competency, integration, collaboration, and novelty; however, the search was restricted to a small number of databases and a short period of time, which could be explored in future research. According to the findings, most previous research on crisis resilience focused on emergency preparedness and was primarily conducted in Western and American studies. There is a lack of a holistic perspective on crisis resilience, which will be developed. We believe that international collaboration efforts to establish a platform for the exchange of knowledge between Western and American nations and ASEAN members are necessary