cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.3514728
title: Interannual iceberg meltwater fluxes over the Southern Ocean

description: <strong>Monthly Iceberg Meltwater Fluxes over the Southern Ocean (1972-2017) :</strong> Here is an update of the iceberg meltwater climatology initially provided by Merino et al (2016). This flux is still derived from NEMO's Lagrangian iceberg module developed by Marsh et al. (2015) and updated by Merino et al. (2016). It is run within a global ORCA025 ocean simulation running from 1958 to 2017, forced by the Drakkar Forcing Set (DFS-5.2; Dussin et al 2016). The 1958-1972 period is used to spin up the model, and the meltwater fluxes are provided over 1972-2017. The iceberg calving fluxes are constant, but their meltwater fluxes varies seasonally and interannually. Ice-shelf meltwater fluxes are reconstructed from glaciological observations (Merino et al. 2018), and here vary linearly from 1990 to 2010 (constant before and after). <strong>Known caveats:</strong> The ocean grid is the old "ORCA025" grid, which does not extend southward of 70°S, i.e. iceberg do not follow the southernmost ice shelf edges (e.g. Ronne ice shelf). <strong>References:</strong> Dussin, Raphael, Bernard Barnier, Laurent Brodeau, and Jean Marc Molines (2016). Drakkar Forcing Set DFS5. Marsh, R., Ivchenko, V. O., Skliris, N., Alderson, S., Bigg, G. R., Madec, G., and others (2015). NEMO-ICB (v1. 0): interactive icebergs in the NEMO ocean model globally configured at eddy-permitting resolution. <em>Geoscientific Model Development</em>, <em>8</em>(5), 1547-1562. Merino, N., Le Sommer, J., Durand, G., Jourdain, N. C., Madec, G., Mathiot, P. and Tournadre, J. (2016). Antarctic icebergs melt over the Southern Ocean: Climatology and impact on sea ice. <em>Ocean Modelling</em>, <em>104</em>, 99-110. Merino, N., Jourdain, N. C., Le Sommer, J., Goosse, H., Mathiot, P. and Durand, G. (2018). Impact of increasing antarctic glacial freshwater release on regional sea-ice cover in the Southern Ocean. <em>Ocean Modelling</em>, <em>121</em>, 76-89.
DOI: 10.5281/zenodo.7247561
title: Data for Survival probabilities of atmospheric particles: comparison based on theory, cluster population simulations, and observations in Beijing

description: Data for<em> Survival probabilities of atmospheric particles: comparison based on theory, cluster population simulations, and observations in Beijing </em>(https://doi.org/10.5194/acp-2022-484) Contact Santeri Tuovinen (santeri.tuovinen@helsinki.fi) for more details.
DOI: 10.6084/m9.figshare.12947522.v1
title: Table S4. Detrital Zircon U-Pb data..xlsx

description: Detrital zircon U-Pb data for the manuscript of <i>Growth of the northeastern Tietan Plateau during the middle-late Miocene:Insight from the provenance analysis in the NE Qaidam Basin.</i>
DOI: 10.6084/m9.figshare.19354475
title: Malaria parasite heme biosynthesis promotes and griseofulvin protects against cerebral malaria in mice.

description: <strong>Main figure and supplementary figure datafiles.</strong>
DOI: 10.1184/r1/19494188
title: Code and data accompanying “A universally applicable method of calculating confidence bands for ice nucleation spectra derived from droplet freezing experiments”

description: Ice nucleation statistics code developed by William D Fahy at Carnegie Mellon University under the supervision of Prof. Ryan Sullivan with input from Prof. Cosma Rohilla Shalizi <br> This code is the archived version of the code and documented in Fahy et al. <br> Within this repository is the code itself, a toy dataset, a description of how to recreate the figures in Fahy et al., and a how-to document on how to use the code and recreate the figures in Fahy et al. <br> There is also an active version of the code at https://github.com/wdfahy/CMU-INstats where updates and bug fixes may be posted. <br> You are welcome to use and distribute this code as you see fit, but it remains the intellectual property of the authors and must be cited appropriately (please cite both the paper and the code). The doi for this code is 10.1184/R1/19494188. An appropriate citation is included at the end. <br> If you are going to make your own changes to the code, (e.g. improvements, bug fixes, etc.), I encourage you to reach out so that we can include a version of your updated code in the active Github repository. <br> Direct any questions about this code to: Ryan Sullivan (rsullivan@cmu.edu), or create an issue in the Github repository of the active version of the code. <br> <br> Fahy, W. D., Shalizi, C. R., and Sullivan, R. C.: Code and data accompanying “A universally applicable method of calculating confidence bands for ice nucleation spectra derived from droplet freezing experiments,” https://doi.org/10.1184/R1/19494188, 2022. <br>
DOI: 10.17632/9vnztvcrcp.3
title: Climate induced change in spatial distribution of bee forage species in Southwest Western Australia

description: Species distribution models (SDM) for thirty key bee forage species targetted by beekeepers in Western Australia were obtained for current and a moderate emission climate scenario using the presence-only Maxent algorithm. Species occurrences are included as a Comma Separated Value (CSV) files with species name, latitude and longitude coordinates. Maxent outputs are formatted as GeoTiff files and included in folders named as respective scenario (i.e. Baseline and Future). Maxent outputs were converted to presence absence grids using maximum training sensitivity plus specificity threshold. Change in geographic distribution distribution between baseline and future was calculated for each bee forage species using QGIS. Species ranges shift maps and tablular data containing names of the study species, sample size, Maxent results (AUC and TSS), magnitude and the direction of species range shift is included as pdf file.
DOI: 10.18112/openneuro.ds003900.v1.1.1
title: TractoInferno
DOI: 10.18157/qogoecdjan19
title: QoG OECD Dataset 2019
DOI: 10.18739/a20k26c44
title: High-resolution hyperspectral images of Council, Alaska 2019

description: Hyperspectral data are gaining popularity in remote sensing and signal processing communities because of the increased spectral information relative to multispectral data. Several airborne and spaceborne hyperspectral datasets are publicly available, facilitating the development of various applications and algorithms. However, hyperspectral data are usually limited by their narrow, highly correlated, and contiguous spectral bands in both processing and analysis. Moreover, the resolution of available hyperspectral datasets is not sufficiently high for the identification of small objects. Nevertheless, with the rapidly advancing technology, hyperspectral imaging systems can now be mounted on small aerial vehicles for detecting small objects at low altitude. To properly handle these high spectral and spatial resolution data, new or redesigned data processing or analysis pipelines must be developed. However, such datasets are currently not publicly available. Therefore, we provide two hyperspectral datasets from GNSS/INS-assisted co-aligned pushbroom hyperspectral scanners on a drone. The hyperspectral datasets consist of raw/post-processed hyperspectral data, raw/post-processed Global Navigation System Satellite/Inertial Measurement Unit (GNSS/IMU) data, and digital surface models, and were radiometrically and geometrically evaluated. These datasets are expected to aid the improvement of UAV-based hyperspectral data processing and analysis algorithms.
DOI: 10.25318/1410030701-eng
title: Employee wages by occupation, annual, inactive

description: Average hourly and weekly wage rate, and median hourly and weekly wage rate by National Occupational Classification (NOC), type of work, sex, and age group, last 5 years.
DOI: 10.5281/zenodo.4796845
title: Library of sea ice floe remote sensing observations in the Beaufort Sea Marginal Ice Zone

description: Files contain a collection of geometrical and kinematic sea ice floe measurements to produce the analysis in the paper "Spinning sea ice floes reveal emerging mesoscale turbulence in the Arctic Ocean". The observations were retrieved from processed MODIS imagery as described in "Ice Floe Tracker: An algorithm to automatically retrieve Lagrangian trajectories via feature matching from moderate-resolution visual imagery".
DOI: 10.5281/zenodo.6797842
title: Raw data for: Sublytic gasdermin-D pores captured in atomistic molecular simulations

description: This archive contains data and code related to "Sublytic gasdermin-D pores captured in atomistic molecular simulations" by Schaefer & Hummer. Included are molecular dynamics parameter files, initial structures after system equilibration, final structures after production, subsampled production trajectories, and python scripts used for analysis. Publication doi: https://doi.org/10.7554/eLife.81432<br> <br> Contact information:<br> Name: Stefan L. Schaefer<br> Institution: Department of Theoretical Biophysics, Max Planck Institute of Biophysics<br> Address: Max-von-Laue-Str. 3, 60438 Frankfurt am Main, Germany<br> Email: stefan.schaefer@biophys.mpg.de
description: This work was supported by the Max Planck Society, the Clusterproject ENABLE funded by the Hessian Ministry for Science and the Arts, and the Collaborative Research Center 1507 funded by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation). We also thank the Max Planck Computing and Data Facility (MPCDF) for computational resources.
DOI: 10.5281/zenodo.837902
title: Data From: The State Of Oa: A Large-Scale Analysis Of The Prevalence And Impact Of Open Access Articles

description: This is the raw data behind the publication: 

<strong>The State of OA: A large-scale analysis of the prevalence and impact of Open Access articles.</strong>

Despite growing interest in Open Access (OA) to scholarly literature, there is an unmet need for large-scale, up-to-date, and reproducible studies assessing the prevalence and characteristics of OA. We address this need using oaDOI, an open online service that determines OA status for 67 million articles. We use three samples, each of 100,000 articles, to investigate OA in three populations: 1) all journal articles assigned a Crossref DOI, 2) recent journal articles indexed in Web of Science, and 3) articles viewed by users of Unpaywall, an open-source browser extension that lets users find OA articles using oaDOI. We estimate that at least 28% of the scholarly literature is OA (19M in total) and that this proportion is growing, driven particularly by growth in Gold and Hybrid. The most recent year analyzed (2015) also has the highest percentage of OA (45%). Because of this growth, and the fact that readers disproportionately access newer articles, we find that Unpaywall users encounter OA quite frequently: 47% of articles they view are OA. Notably, the most common mechanism for OA is not Gold, Green, or Hybrid OA, but rather an under-discussed category we dub Bronze: articles made free-to-read on the publisher website, without an explicit Open license.  We also examine the citation impact of OA articles, corroborating the so-called open-access citation advantage: accounting for age and discipline, OA articles receive 18% more citations than average, an effect driven primarily by Green and Hybrid OA. We encourage further research using the free oaDOI service, as a way to inform OA policy and practice.
DOI: 10.6084/m9.figshare.13352656.v1
title: The Siah Cheshmeh-Khoy-Misho-Tabriz fault (NW Iran) is a cryptic neotethys suture: evidence from detrital zircon geochronology, Hf isotopes, and provenance analysis

description: Provenance analysis including sandstone modal compositions, heavy mineral assemblages, and LA-ICP-MS U-Pb dating with in-situ Hf isotopic compositions of detrital zircons defines two types of Late Cretaceous-Eocene turbiditic sequences separated by the Siah Cheshmeh-Khoy-Misho-Tabriz Fault in the Azerbaijan Province, Northwest Iran: (1) Volcaniclastic turbidites to the southwest and (2) terrigenous turbidites to the northeast. The first appearance of Cr-spinel in Upper Cretaceous sandstones of both sequences indicates the erosion of ophiolites at that time. The southwestern volcaniclastic sandstones contain few Late Triassic and dominantly Late Cretaceous zircon grains whose Hf isotopic compositions suggest a continental magmatic arc provenance. In the northeastern terrigenous sandstones, detrital zircon U-Pb ages cluster in five main age groups from Paleoproterozoic-Neoproterozoic with Hf isotopic compositions typical of continental crust to Late Cretaceous-Palaeocene zircon grains with Hf isotopic compositions similar to those of the southwest turbidites. The provenance characteristics define, along with sedimentary structures, two separate basins, a marginal basin to the northeast, and a deep oceanic basin to the southwest. We conclude that the Siah Cheshmeh-Khoy-Misho-Tabriz Fault overprints a boundary between two lithospheres separated by ophiolite outcrops; therefore, the Siah Cheshmeh-Khoy-Misho-Tabriz Fault is a reworked suture. The Cretaceous arc, witnessed by clastic material, has been largely eroded and/or subducted.
DOI: 10.6084/m9.figshare.14376392.v2
title: Table S2-zircon Hf.xlsx

description: Hf-in-zircon isotopic compositions of the amphibolite and garnet amphibolite blocks in the Wuwamen accretionary complex of the Chinese South Tianshan.
DOI: 10.6084/m9.figshare.21222047
title: Source Data

description: Source Data for Figures in the manuscript entitled “Pathway trajectory analysis with tensor imputation reveals drug-induced single-cell transcriptomic landscape”.
DOI: 10.18112/openneuro.ds001796.v1.4.1
title: Bilingualism and the brain
DOI: 10.26131/irsa12
title: Gaia Source Catalogue DR2

description: The Gaia DR2 Source Catalogue contains positions and brightnesses for 1.693 billion stars, including distances and proper motions for more than 1.3 billion stars. For more details, see the Gaia documentation, particularly the Source Catalogue columns description. This dataset or service is made available by the Infrared Science Archive (IRSA) at IPAC, which is operated by the California Institute of Technology under contract with the National Aeronautics and Space Administration.
DOI: 10.26182/5e3378f0ca2cd
title: Matroids on 9 elements
DOI: 10.3886/e115806v1
title: Data and Code for: How Antitrust Enforcement Can Spur Innovation: Bell Labs and the 1956 Consent Decree

description: This is the data used for our article "How Antitrust Enforcement Can Spur Innovation: Bell Labs and the 1956 Consent Decree".<br><br>Abstract: Is compulsory licensing an effective antitrust remedy to increase innovation? To answer this question, we analyze the 1956 consent decree which settled an antitrust lawsuit against Bell, a vertically integrated monopolist charged with foreclosing the telecommunications equipment market. Bell was forced to license all its existing patents royalty-free, including those not related to telecommunications. We identify the effect of the consent decree on follow-on innovations building on Bell patents by using exactly matched non-Bell patents as control group. We show that the consent decree led to a lasting increase in innovation, but only in markets outside the telecommunications sector.
description: Registered Patents at the USPTO.
DOI: 10.6084/m9.figshare.19216812
title: Linking the Network Centrality Measures Closeness and Degree: Additional Data

description: Data and additional information to support article "Linking the Network Centrality Measures Closeness and Degree" by Tim S Evans and Bingsheng Chen.<br>
DOI: 10.13026/p729-7p53
title: Visceral adipose tissue measurements during pregnancy

description: This database is from a cohort study of pregnant women up to 20 weeks of
pregnancy and followed until delivery. Measurement of maternal visceral
adipose tissue (VAT) was performed during routine obstetric ultrasound. At
this time, the biometric evaluation was also performed, and information
obtained from prenatal care. Gestational outcomes, including gestational
diabetes mellitus (GDM), were obtained through evaluating the patients'
medical records at the hospitals where they took place. The data was collected
as part of a study that sought to evaluate if maternal VAT could predict GDM
at time of delivery. Variables included in this dataset are maternal age,
previous DM, blood pressure (in the same day of VAT measurement), VAT (in the
periumbilical region), gestational age at time of inclusion, number of
pregnancies, level of first fasting glucose, pre-gestational body mass index
(BMI). Also, the pregnancy outcomes: gestational age at birth, type of
delivery (vaginal or caesarean section), child birth weight and the diagnosis
of GDM.
DOI: 10.17632/hpvwt86cn9.1
title: Effects of high intensity intermittent training on lipid profile and blood glucose overweight/obese university students

description: Subjects
Quasi-experimental type study. The population corresponded to 106 students between the ages of 18 and 24 who attended the gym of the María Cano University Foundation, Neiva, during the second period of 2019. The sample was selected in a random probabilistic way using Microsoft Excel and corresponded to 30 students, according to the formula for finite populations. 
Inclusion and exclusion criteria
The students, including were active members at the María Cano gym during 2019, who signed the informed consent and presented a BMI Body Mass Index greater than 25 kg / m2 (overweight). Those students who did not complete all the assessment and training sessions were excluded.
Ethics
The research follows resolution 008430 and the Declaration of Helsinki. Likewise, the ethics committee of the María Cano university foundation a university in Colombia approved the investigation, through the extraordinary session # 02 of 2019.
Initially, each of the research participants was made aware of the purpose, benefits, and risks. In the same way, the participant fills out the informed consent, which was used as support to verify the desire to be part of the research process.
Procedures
The members of the sample were randomly assigned into two groups of 15 students, thus leaving a control group (continuous training): 15 and an experimental group (high-intensity intermittent training: 15. However, only 14 students received all intervention sessions. It is highlighted those various studies take samples of less than 40 people: 35 people14 16 people15, 32 participants16, 24 participants17, 32 participants18 Each student voluntarily signed the informed consent, thus accepting participation in the research. 
Instruments
Lipid profile: to assess this variable, laboratory blood tests were applied to each of the participants before and after the intervention. The exams were carried out between 6 and 7 in the morning, with a previous fast> 12 h. HDL, LDL, Triglycerides, and VLDL values were analyzed.
Glucometry: To measure blood glucose, the Prodigy Auto Code lot # 107120005 brand glucometer with Prestige Suave lancets was used. All participants attended a fast from 8 to 12 hours between 6:30 and 7:30 a.m.
Data analysis
The data were entered into a matrix in Microsoft Excel and then exported to the statistical program (SPSS) version 24 where frequencies of all the variables for each group were generated. The database was stored in Mendeley Data. Likewise, was applied the Shapiro-Wilk test in order to identify whether the variables had a normal distribution. Also, was used the t-test to compare the quantitative parametric variables between the two groups. Finally, the Student's and in the case of comparison of non-parametric variables, the Wilcoxon test was used with a level of statistical significance of p <0.05.
DOI: 10.5281/zenodo.48768
title: Pandda Analysis Of Baz2B Screened Against Zenobia Fragment Library

description: Bromodomain BAZ2B screened against the Zenobia Fragment Library by X-ray Crystallography.
DOI: 10.18462/iif.nitec37.03.2018
title: Advancements in supermarket refrigeration, 37th Informatory Note on refrigeration technologies.
DOI: 10.26188/20365539.v1
title: A new method employing species-specific thresholding identifies acoustically overlapping bats.

description: Acoustic monitoring to collect free-flying acoustic data was conducted at a 137 sites. Within each site, echolocation calls were recorded in zero-crossing analysis format using one Anabat Express acoustic recorder (Titley Scientific, Brisbane, Australia). We performed double blind manual checking on eight randomly selected sites using Anabat Insight v1.9.7 (Titley Scientific, 2019), by visual inspection and measurement of discriminating call characteristics in zero-crossing. Site replication was used to minimize false negatives, each site being surveyed for six consecutive nights. The presence of a bat was defined as a sequence of a minimum of ten recognisable echolocation calls per species. The data set includes the raw data and the manually identified data which was used to apply species- specific thresholding as outlined in the manuscript.
DOI: 10.3886/e111706
title: Replication Data for: Accelerator or Brake? Cash for Clunkers, Household Liquidity and Aggregate Demand

description: This replication package provides code and partial data necessary to replicate the results of this paper.<br><br>Replicating the results of this paper requires confidential non-public use data from the BLS Consumer Expenditure Survey. Due to confidentiality concerns, the Consumer Expenditure Survey public use files do not include the model name of household vehicles, only the make and year. The model name is a private use variable, makemodel , and the only private variable used in the paper. The vehicle model name is used to determine the fuel efficiency of vehicles owned by households in the sample and determine their assignment to treatment or control groups. Because the assignment into treatment and control groups is based on fuel efficiency being slightly above or below a cutoff, the use of this private variable is central to the results of the paper and they cannot be replicated without it.<br><br>To aide in understanding how the code runs and results are generated, we have included code to generate a fake version of this private variable. This will allow the file clunkers_main.do to run the entire analysis and generate results, but these results will not match those of the paper because they use a randomly generated variable to assign households to treatment and control groups. Running the code without the BLS private variable is for expositional use only.
description: Smallest Geographic Unit: state
description: We begin with respondents to the Consumer Expenditure Survey and then limit the primary analysis to households who own a Clunker or Close-to-Clunker vehicle, as described in the Data and Methodology section of the manuscript referenced below.
DOI: 10.3886/e119862v1
title: Data and Code for: Devotion and Development: Religiosity, Education, and Economic Progress in 19th-Century France

description: This paper studies when religion can hamper diffusion of knowledge and economic development, and through which mechanism. I examine Catholicism in France during the Second Industrial Revolution (1870-1914). In this period, technology became skill-intensive, leading to the introduction of technical education in primary schools. I find that more religious locations had lower economic development after 1870. Schooling appears to be the key mechanism: more religious areas saw a slower adoption of the technical curriculum and a push for religious education. In turn, religious education was negatively associated with industrial development 10 to 15 years later, when schoolchildren entered the labor market.