cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.7514357
title: TROVA outputs for the extratropical transition of tropical cyclones in the North Atlantic basin

description: Output data from the TRansport Of water Vapor (TROVA) tool for the research paper "Evaluating changes in the moisture sources for tropical cyclones precipitation in the North Atlantic that underwent extratropical transition".
DOI: 10.6073/pasta/c95871d88a12075010ca9068a49571dc
title: Jellyfish, plankton and POM SI and FA composition data, Quadra Island BC, 2019

description: We measured stable isotope (SI) and fatty acid (FA) profiles of particulate organic matter (POM), plankton size classes, and gelatinous zooplankton collected from Quadra Island, a coastal site in British Columbia, Canada, in July and September 2019. Gelatinous zooplankton comprised 152 Aurelia labiata collected across both months (bell diameters = 19 - 225 mm), and 2 Aequorea victoria and approximately 30 Pleurobrachia bachei collected in July for comparison.
DOI: 10.7795/720.20230119
title: Calibration of a ANSTO 200 L detector using Rn-222 emanation sources

description: Data measured with an ANSTO 200 L and AlphaGUARD for the determination of the Rn-222 activity concentration response of the detectors from Ra-226 emanating Rn-222 in the climate chamber at PTB.
description: This project 19ENV01 traceRadon has received funding from the EMPIR programme co-financed by the Participating States and from the European Union's Horizon 2020 research and innovation programme. 19ENV01 traceRadon denotes the EMPIR project reference.
DOI: 10.15787/vtt1/ic4kcq
title: Exploring Human-Vehicle Communication to Balance Transportation Safety and Efficiency: A Naturalistic Field Study of Pedestrian-Vehicle Interactions (02-014)

description: Project Description: Level five automated vehicles are quickly moving to the forefront of the automotive industry. They are poised to make unparalleled advances in safety and efficiency. Current level five automated vehicles can be programmed to stop for moving objects. However, they are not programmed to understand or react to human behavior in roadway crossing scenarios. To maximize the efficiency of the transportation system, it is critical for level five automated vehicles to be able to interact appropriately with pedestrians who intend to cross the roadway. Although driving behavior is generally governed by the nature and the driving objectives of the driver, there are many situations (typically in crowded traffic conditions) where tacit communication between vehicle drivers and pedestrians govern driving behavior, significantly influencing transportation safety. The study aimed to formalize the tacit communication between vehicle drivers and pedestrians, in order to inform an investigation on effective communication mechanisms between autonomous vehicle and humans. Current autonomous vehicles engage in decision making primarily controlled by on-board or external sensory information, and do not explicitly consider communication with pedestrians. The study was a within subject 2x2x2 factorial experimental design. The three independent variables were driving context (normal driving vs. autonomous vehicle placard), driving route (1 vs. 2), and narration (yes vs. no). The primary outcome variable was driver-yield behavior. Each of the ten drivers completed the factorial design, requiring eight total drives. Data were collected using a data acquisition system (DAS) designed and installed on the experimental vehicle by the Virginia Tech Transportation Institute. The DAS collected video, audio, and kinematic data. Videos were coded using a proprietary software program, Hawkeye, based on an a prior data directory. Data Scope: A total of 1,808 pedestrian interactions are included in the dataset. This dataset includes the annotations across 97 different variables. Data analysts’ annotations of the video epochs are included in the CommAutoExport dataset. Data Specification: The CommAutoExport dataset contains the data analysts’ annotations for the 1,808 pedestrian interactions. Detailed description of each variable in data set, including data type, range of values, coding for categorical variables, identifiers used to denote missing values or errant data. The Tacit Communication Video Reduction Directory includes the values for the annotations in the CommAutoExport dataset. The CommAuto Driver Dataset includes information on the driving context, driving route, narration, and participant demographics.
DOI: 10.17632/kpwzs2p4w9.1
title: Health stations in Finland in 2016–2018

description: This dataset includes all health stations in Finland in 2016–2018. Health stations are the main providers of public primary care in Finland. The data were collected from archived websites of Finnish municipalities using Internet Archive's Wayback Machine.

There are 4 worksheets:
1) "Readme" describes the dataset.
2) "2016" lists health stations and information on their addresses, days of operation, and outsourcing in 2016.
3) "2017" lists health stations and information on their addresses, days of operation, and outsourcing in 2017.
4) "2018" lists health stations and information on their addresses, days of operation, and outsourcing in 2018.
DOI: 10.5281/zenodo.7047232
title: Supplementary data to "Variability of Antenna Signals from Dust Impacts"

description: Supplementary data to "Variability of Antenna Signals from Dust Impacts"
DOI: 10.5281/zenodo.7591524
title: Processed Data MOST

description: Processed eddy-covariance data used to reproduce the figures of the paper "Relaxed eddy accumulation outperforms Monin-Obukhov flux models under non-ideal conditions"
DOI: 10.5281/zenodo.7687120
title: Processed CMIP6 data for "The climate response to the Mt Pinatubo eruption does not constrain climate sensitivity"

description: Processed CMIP6 output for Pauling et al. "The climate response to the Mt Pinatubo eruption does not constrain climate sensitivity" submitted to Geophysical Research Letters in 2023. Download this code repository: https://doi.org/10.5281/zenodo.7553024 and follow the instructions in the README to download data and reproduce the results of the paper.
DOI: 10.5281/zenodo.7766370
title: Dataset : Global mangrove root production and its controls

description: This Dataset include root production reported in individual mangrove root production studies published until the 23 March 2022. Alongside of this data, it reports associated environmental data and metadata. For full methodology report to the methodology section of the article: "Global mangrove root production, its controls and roles in the blue carbon budget of mangroves" by Arnaud et al. 2023 (Global Change Biology).
DOI: 10.5441/002/edbt.2014.31
title: Model Selection for Semi-Supervised Clustering
DOI: 10.6084/m9.figshare.17121632
title: Interoception_Tics_Repository

description: Interoception and Premonitory Urges in Children and Adolescents with Tic Disorders
DOI: 10.6084/m9.figshare.21981425
title: Supplementary Material for: Clinical outcome and treatment sequences of patients with advanced pancreatic cancer treated with contemporary chemotherapy protocols

description: Introduction Systemic therapy is firmly established in patients with advanced or metastatic pancreatic ductal adenocarcinoma (PDAC). Clinical efficacy is still modest and options are limited. Combination therapy protocols such as FOLFIRINOX and gemcitabine/nab-paclitaxel (Gem/NP) define standard-of-care. Patients may receive a sequence of both regimens as first- and second-line palliative treatment. However, there is no guidance regarding a preferred order. Methods Retrospective analysis of clinical characteristics, treatment trajectories and outcomes of patients with advanced PDAC treated at the West German Cancer Center Essen from 2014 to 2020 to inform treatment decisions with respect to predictive factors, impact of chemotherapy regimen sequence and maintenance treatment. Results We identified 170 patients with available follow-up. Of those, 160 (94.1%) pts received palliative CTX for primary metastatic, locally advanced or recurrent PDAC. Median PFS upon first palliative chemotherapy was 4.1 (3.1 – 5.9) months. First-line FOLFIRINOX associated with superior PFS (median 6.3 months) and OS (9.7 months, HR 0.7, p=0.03) as compared to gemcitabine/nab-paclitaxel or other regimens (PFS 3.0, OS 6.9 months). However, OS benefit of first-line FOLFIRINOX was lost in patients who received at least two treatment lines (median OS 12.1 vs. 13.1 months, p=0.43). A landmark analysis of patients with clinical benefit (defined at CR/PR/SD for at least 20 weeks) upon first-line therapy revealed improved OS (HR 0.53, p=0.02) for patients receiving continued deescalated maintenance therapy. Second-line regimens resulted in similar PFS (overall log-rank p=0.92, median PFS2 2.3 (1.8-2.9), per-regimen median between 1.8 and 3.9 months). A previously established systemic inflammation score proved to be strongly prognostic and allowed identification of a patient subgroup with dismal prognosis (OS 2.9 vs. 11.4 months, HR 5.23, p&lt;0.001), independent of other prognostic factors and with no relevant interaction with the choice of first-line regimen. Conclusion In this real world population of PDAC patients treated with contemporary combination chemotherapies, a positive impact of first line FOLFIRINOX was only observed when no second or further line treatment was administered. Intensity-reduced maintenance therapy may lead to superior survival.
DOI: 10.17188/1193023
title: Materials Data on La2Cu(SeO3)4 by Materials Project

description: La2Cu(SeO3)4 crystallizes in the monoclinic P2_1/c space group. The structure is three-dimensional. La3+ is bonded in a 10-coordinate geometry to ten O2- atoms. There are a spread of La–O bond distances ranging from 2.51–2.96 Å. Cu2+ is bonded in a square co-planar geometry to four O2- atoms. There is two shorter (1.94 Å) and two longer (1.97 Å) Cu–O bond length. There are two inequivalent Se4+ sites. In the first Se4+ site, Se4+ is bonded in a trigonal non-coplanar geometry to three O2- atoms. There are a spread of Se–O bond distances ranging from 1.71–1.76 Å. In the second Se4+ site, Se4+ is bonded in a trigonal non-coplanar geometry to three O2- atoms. There is two shorter (1.73 Å) and one longer (1.76 Å) Se–O bond length. There are six inequivalent O2- sites. In the first O2- site, O2- is bonded in a distorted bent 120 degrees geometry to one La3+, one Cu2+, and one Se4+ atom. In the second O2- site, O2- is bonded in a 1-coordinate geometry to three equivalent La3+ and one Se4+ atom. In the third O2- site, O2- is bonded in a 2-coordinate geometry to two equivalent La3+ and one Se4+ atom. In the fourth O2- site, O2- is bonded in a 3-coordinate geometry to two equivalent La3+ and one Se4+ atom. In the fifth O2- site, O2- is bonded in a distorted trigonal planar geometry to two equivalent La3+ and one Se4+ atom. In the sixth O2- site, O2- is bonded in a bent 120 degrees geometry to one Cu2+ and one Se4+ atom.
DOI: 10.5281/zenodo.6206215
title: Oil Prices - Support File for Data Manipulation Starter Data Kits

description: This file can be used to manipulate the oil process data for the Starter Data Kits.
DOI: 10.5281/zenodo.7145616
title: The observational stationary dataset and the Python scripts for the non-stationary data concocting.

description: dataset and script
DOI: 10.5281/zenodo.7682979
title: TTV Constraints on Additional Planets in the WD 1856+534 system - Files

description: Fit files of each of the parameter slices
DOI: 10.5281/zenodo.4277624
title: Dataset for the paper "Typology of partitives", Linguistics

description: This is the raw dataset for the paper "Typology of partitives", accepted for publication in Linguistics
DOI: 10.5281/zenodo.7643954
title: Effect of Hydrophobicity of Fluorescent Carbon Nanoparticles on Transport in Porous Media: Column Experiment Data and Modeling

description: The data contained here are derived from sand column experiments and modeling which investigate the effects of hydrophobicity on the transport of fluorescent carbon nanoparticles (FCN) in porous media. The data consist of outlet concentrations (relative to the inlet concentrations) of FCN for a suite of experiments testing the recovery of FCN synthesized using four different pyrolysis temperatures(190C, 210C, 230C, and 250C), as well as the recovery of FCN when passed through three different sand types (Fine, Medium, and Coarse). Column experiments were tested under both saturated and unsaturated conditions to investigate the role of pore water content on FCN retention. Finally, results from tests using an inert bromide tracer are also included (File: May_et_al_Column_Experiment_Outlet_Concentrations.xlsx). Additionally, the results from modeling the observed breakthrough curves of FCN are included for three different transport models, as well as modelling results for an inert bromide tracer (File: May_et_al_Breakthrough_Curve_Modeling.xlsx). The raw output files for the two-kinetic sites model that was determined to best reproduce the observed breakthrough curves are also provided (File: May_et_al_Two_Kinetic_Sites_Model_Raw_Output.zip) Finally, the results of sand surface characterization for three sands using a scanning electron microscope are included (File: May_et_al_Sand_Surface_Characterization_SEM-DATA.zip). Please see the following paper for more details: May, D.F., B. Hassanpour, L. Sinclair, T.S. Steenhuis, and L.M. Cathles, (2023, pending), Effect of Hydrophobicity of Fluorescent Carbon Nanoparticles on Transport in Porous Media: Column Experiments and Modeling, Water Resources Research, Manuscript Submitted for Review.
DOI: 10.15784/601422
title: NBP1704 CTD sensor data

description: Ocean profile data from a SeaBird SBE 911plus CTD package deployed on the NBP1704 PIPERS cruise in the Ross Sea \(Apr 11 to Jun 10, 2017\)\\.
DOI: 10.17632/grmzmpvt4c.2
title: Data of EMG-Based Attentional Focus Experiments

description: This file includes experimental data which were measured from 22 male and 13 female healthy volunteer university students (age = 22 ± 3 years, height = 172 ± 8 cm, mass = 69 ± 12 kg). Their EMG signals under various attentional focus conditions were recorded. They were naive to the tasks and none of them were aware of specific purpose of the study. Informed consent was obtained before participation, in compliance with the university’s Institutional Review Board. For the experiments, the subjects were asked to perform weight lifting (2 kg dumbbell) with their dominant hands. The experimental procedure was simply based on up-hold-down exercises (5 s. for each position) repeated 3 times under control, external and internal focus of attention conditions. Each of every measurement took 65 s. in total.
DOI: 10.5281/zenodo.7788678
title: Empty micelle - 60 SDS - Na neutralized - CHARMM36m - 293K - OPC water model - replica 1

description: Empty micelle simulation to investigate the effect of water model and peptide on SRD.
DOI: 10.5281/zenodo.7788679
title: Empty micelle - 60 SDS - Na neutralized - CHARMM36m - 293K - OPC water model - replica 1

description: Empty micelle simulation to investigate the effect of water model and peptide on SRD.
DOI: 10.3886/icpsr01269
title: Stock Market Returns, Volatility, and Future Output
title: Archival Version

description: In this article, the author shows that, if stock volatility follows an AR(1) process, stock market returns relate positively to past volatility but relate negatively to contemporaneous volatility in Merton's (1973) Intertemporal Capital Asset Pricing Model. The model helps explain the recent finding that stock market volatility drives out returns in forecasting real gross domestic product growth because the predictive power of returns is hampered by their positive correlation with past volatility. If the positive relation between returns and past volatility is controlled for, however, the author finds that volatility provides no additional information beyond returns in forecasting output in the post-World War II sample.
description: Datasets: 
 
 DS1: Dataset
description: (1) The files submitted are the program file, 0209hgp.txt, and the data file, 0209hgd.txt. (2) These data are part of ICPSR's Publication-Related Archive and are distributed exactly as they arrived from the data depositor. ICPSR has not checked or processed this material. Users should consult the investigator(s) if further information is desired.
DOI: 10.5066/p9qa5q25
title: LCMAP CONUS Intensification Reference Data Product 1984–2019 land cover, land use and change process attributes

description: The LCMAP Intensification Reference Data Product was utilized for evaluation and validation of the Land Change Monitoring, Assessment, and Projection (LCMAP) land cover and land cover change products. The LCMAP Intensification Reference Data Product includes the collection of an independent dataset of 2,000 30-meter by 30-meter plots selected via stratified random sampling across the conterminous United States (CONUS). This dataset was collected via manual image interpretation to aid in validation of the land cover and land cover change products as well as area estimates. The LCMAP Intensification Reference Data Product collected variables related to primary and secondary land use, primary and secondary land cover(s), change processes, and other ancillary variables annually across CONUS from 1984-2019.
DOI: 10.5281/zenodo.5658387
title: CH4 and H3P retrieval results

description: Results of the retrieval of methane and H<sub>3</sub><sup>+</sup> from JIRAM limb spectra
DOI: 10.5281/zenodo.6469782
title: Experimental investigations on the effects of vegetation on alternate bars

description: Digital Elevation Models and data from flume experiments. See Readme file for details
DOI: 10.5281/zenodo.7540173
title: Fast Modelling of Vegetated Flow and Sediment Transport over Mobile Beds Using Shallow Water Equations with Anisotropic Porosity

description: The data are the numerical solutions and errors in different cases by the present model.
DOI: 10.6084/m9.figshare.22107971
title: DATASET_Yu-RongLiu_20230216

description: The dataset is associated with Yu-Rong Liu et al., containing all the oringinal data showed in the figures of the main text and supporting matrials.
DOI: 10.18462/iir.icr.2015.0822
title: Global trends for CO2 heat pumps - A study of market, technology and policy drivers in Japan, China, North America and Europe.

description: An increasing number of suppliers offer natural refrigerant-based heat pump technologies suitable for a variety of residential, commercial and industrial applications. This paper zooms in on heat pump technology that deploys CO2 as a refrigerant and explores the market trends, technology developments and policy drivers in four regions – Japan, China, North America and Europe. While the market for CO2-based heat pumps has been mostly concentrated in Japan, with around 4.7 million units sold to date, other regions are at early stages of commercialization, with more dynamic developments expected in the next few years, as more products become available and regulatory support becomes stronger. The paper integrates data from five studies conducted from 2013-2015 by shecco among Japanese, Chinese, North American and European HVAC&R industry experts as well as information collected at international conferences and from external sources to demonstrate market trends in different regions with a comparative analysis.
DOI: 10.25835/0081614
title: Reference Vibration Measurement of Mensa Bridge Hannover

description: The Mensa bridge in Hannover, Germany is a footbridge crossing the street Schneiderberg and connects the universites' canteen and the park. The dataset contains measurments of the vertical and the horizontal accererations of the bridge deck under ambient excitation (e.g. wind and pedestrians) and impuls excitation. The impuls excitations have been realized using a modal hammer. The impuls has been applied at six diffent positions, three times in vertical direction (DSV) and three times in horizontal direction (DSH) near the sensor that is indicated in the filename.
DOI: 10.5066/p9n4q9hg
title: Phytoplankton data for samples collected at eleven large river sites throughout the United States, June through October 2018

description: This U.S. Geological Survey (USGS) Data Release provides phytoplankton data for samples collected from eleven large river sites throughout the United States, from June through October 2018. All data are reported as raw calculated values and are not rounded to USGS significant figures. The dataset includes all routine and quality assurance/quality control samples collected as part of a National Water Quality Assessment Project pilot study to describe cyanobacteria and cyanotoxin occurrence in the Nation's large rivers. Phytoplankton were identified to the lowest possible taxonomic level and abundance (reported as both natural units and cells) is reported.
DOI: 10.5258/soton/wp00200
title: Nigeria 1km Poverty

description: DATASET: Alpha version 2010-11 estimates of proportion of people per grid square living in poverty, as defined by $1.25 a day and $2 a day thresholds, and associated uncertainty metrics. 
REGION: Africa 
SPATIAL RESOLUTION: 0.00833333 decimal degrees (approx 1km at the equator) 
PROJECTION: Geographic, WGS84 
UNITS: Proportion of residents living on $1.25 and $2 a day (poverty dataset); 95% credible interval (uncertainty dataset) 
MAPPING APPROACH: Bayesian model-based geostatistics in combination with high resolution gridded spatial covariates applied to GPS-located household survey data on poverty from the LSMS program. 
FORMAT: Geotiff (zipped using 7-zip (open access tool): www.7-zip.org) 
FILENAMES: Examples - nga10povcons125.tif = Nigeria (nga) consumption-based poverty map for 2010 showing proportion of residents living on less than $1.25 a day. nga10povcons125-uncert.tif = uncertainty dataset showing 95% credible intervals. 
DATE OF PRODUCTION: Nov 2013 
CITATION: Tatem AJ, Gething PW, Bhatt S, Weiss D and Pezzulo C (2013) Pilot high resolution poverty maps, University of Southampton/Oxford
DOI: 10.5281/zenodo.6206365
title: Storage Technologies Costs - Support File for Data Manipulation Starter Data Kits

description: This file can be used to manipulate the storage technologies cost data for the Starter Data Kits.
DOI: 10.5281/zenodo.7068336
title: DA_2DCHROM - Sample dataset

description: Supplementary materials for appliacation of DA_2DCHROM - data alignment <pre>https://doi.org/10.5281/zenodo.7040975</pre> Content: data – folder for raw data full_dataset_alignment – 100 graphical comparisons of randomly picked pairs from full dataset graph_results – graphical representation of obtained results metadata – results of midsteps in data alignment process data folder: Subfolder Sample_dataset contains 20 sample chromatograms, each processed for S/N 100, 300 and 500 level full_dataset_alignment: 100 graphical comparisons of randomly picked pairs from full dataset. The pairs are same for both algorithms. graph_results folder: To reduce the total size of Supplementary materials, only results for S/N level 500 are exported. Each subfolder (names of folder correspond with the names of algorithms used through the study) contains numerical (K-S test) and graphical representation of the alignment. In case of failed alignment (not enough anchor points in case of BiPACE2D for example), the graphs are left blank. metadata folder: merged_peaks folder Folder containing formated data with merged peaks (results of preprocessing part of data_alignment_chromatography_v1.4 script) ref_data folder Lists of manually exported referential peaks for each chromatogram. Input data for RI algorhitm. time_correction folder Each algorithm subfolder contains the result of data alignment itself. For each aligned chromatogram, there are 3 files – aligned chromatogram itself (.txt file with the most bytes), lists of detected anchor peaks (.txt with _anchors extension), and simple graphical check of alignment itself (.png)
description: Funding - https://starfos.tacr.cz/en/project/VJ01010123