cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.21800850
title: DOM-Microbe interactions

description: This dataset is used to investigate how molecular weight was associated with multifaced DOM ecology in two typical agricultural soils with different fertility.
DOI: 10.34740/kaggle/dsv/4792203
title: AutoXGB
DOI: 10.34740/kaggle/dsv/4792211
title: LUFlow Network Intrusion Detection Data Set
DOI: 10.25318/3710002701-eng
title: Expenditures of universities and degree-granting colleges

description: Financial information of universities and degree-granting colleges, type of expenditures by geography, type of university or college and type of fund and function.
DOI: 10.25318/3710007601-eng
title: Number of full-time teaching staff at Canadian universities, by rank, sex

description: Number of full-time academic teaching staff by professorial rank (total ranks, full, associate, assistant, rank/level below assistant and other (not elsewhere classified)) and sex by province.
DOI: 10.5281/zenodo.3590127
title: InMAP Source-Receptor Matrix (ISRM) dataset

description: The InMAP Source-Receptor Matrix (ISRM) estimates the air quality impacts of emissions released from any source location in the contiguous United States to any receptor location. Specifically, the values in the ISRM dataset are the change in PM<sub>2.5</sub> concentration (µg m<sup>-3</sup>) in any receptor grid cell per unit of emissions (µg sec<sup>-1</sup>) in any source grid cell. ISRM was created from repeated runs of the Intervention Model for Air Pollution (InMAP), isolating the impact of emissions from every grid cell in InMAP and from three emission heights representing ground-level, low-stack, and high-stack emissions. A file of the marginal impacts of emissions from each source location is also included ("marginal_values.csv"), which summarizes the estimates in ISRM by each source grid cell in terms of monetary damages ($ tonne<sup>-1</sup>), increased mortality (deaths tonne<sup>-1</sup>), and population exposure (population*µg m<sup>-3</sup> tonne<sup>-1</sup>).
DOI: 10.5281/zenodo.8544
title: Distribution Of Peer-Reviewed And Non-Peer-Reviewed Journals By Their Status As Open Access / Closed Access Journals And Discipline

description: 1) Shares of peer reviewed and non peer reviewed open access journals and closed access journals by discipline (using ulrichs periodicals subject categories)<br>
2) Shares of journals (social sciences, medicine) in german language that are peer reviewed/ non peer reviewed and that are available open access/ closed access (using ulrichs periodicals subject categories)
DOI: 10.7924/r44t6rh4m
title: Data from: The role of weapon-involved violence, physical violence, and sexual violence in suicide risk behaviors among adolescents

description: This study utilized data from 2019 Youth Risk Behavior Survey with a nationally representative sample of high school students (N=13, 677). Association and interconnection between suicide risk behaviors and violence experiences were examined using logistic regression models (dummy variable approach) and SEM model (latent factor approach).
DOI: 10.15482/usda.adc/1527856
title: Data from: UAS imagery protocols to map vegetation are transferable between dryland sites across an elevational gradient

description: This dataset consists of point intercept data, sampled with a point frame, from three 1 ha sites along an elevation and precipitation gradient within Reynolds Creek Experimental Watershed collected between late May and mid July, 2019. The lowest elevation site ('wbs1', 1,425 m) was vegetated by shrub steppe dominated Wyoming big sage (Artemisia tridentata ssp. wyomingensis). Vegetation at the middle elevation site ('los1', 1,680 m) was shrub steppe dominated by low sage (Artemisia arbuscula). Shrub steppe at the highest elevation site ('mbs1', 2,110 m) was dominated by mountain big sage (Artemisia tridentata ssp. vaseyana) and Utah snowberry (Symphoricarpos oreophilus utahensis). At each site 30 randomly located square 1 m^2 plots were sampled. The plots were oriented with one axis randomly chosen from 45, 90, 135, 180, 225, 270, 315 and 360 degrees north azimuth. A point frame of 20 pins was orientated perpendicular to the azimuth and each pin was lowered through the canopy and each contact was recorded to species or other plant material category. Whether the contacted material was photosynthetic (coded as a '+') or non-photosynthetic (coded as '-') was also recorded. Last seasons senesced plant material that is alive but not photosynthetic is coded as '.'. There may be 0, 1, 2 or more canopy hits for each pin (numbered 1 through n with 1 being the top-most canopy hit). A final basal hit is recorded for each pin and coded as hit 0. The point frame was moved so that a total of 5 rows were recorded for a total of 100 pins for each plot. The plant species codes used follow the USDA Plants Database.
DOI: 10.25318/3710002601-eng
title: Revenues of universities and degree-granting colleges

description: Financial information of universities and degree-granting colleges, revenues by geography, type of university or college and type of funds.
DOI: 10.25828/12sy-yj26
title: Community Survey 2016
DOI: 10.5066/p9d1k0lx
title: Hierarchically nested and biologically relevant range-wide monitoring frameworks for greater sage-grouse, western United States

description: We produced 13 hierarchically nested cluster levels that reflect the results from developing a hierarchical monitoring framework for greater sage-grouse across the western United States. Polygons (clusters) within each cluster level group a population of sage-grouse leks (sage-grouse breeding grounds) and each level increasingly groups lek clusters from previous levels. We developed the hierarchical clustering approach by identifying biologically relevant population units aimed to use a statistical and repeatable approach and include biologically relevant landscape and habitat characteristics. We desired a framework that was spatially hierarchical, discretized the landscape while capturing connectivity (habitat and movements), and supported management questions at different spatial scales. The spatial variability in the amount and quality of habitat resources can affect local population success and result in different population growth rates among smaller clusters. Equally so, the spatial structure and ecological organization driving scale-dependent systems in a fragmented landscape affects dispersal behavior, suggesting inclusion in population monitoring frameworks. Studies that compare conditions among spatially explicit hierarchical clusters may elucidate the cause of differing growth rates at local scales affected by changes in habitat quality compared to larger scaled processes affecting growth rates, such as regional climate/vegetation communities. Therefore, the use of multiple scales (hierarchical cluster levels) that group demographic data can provide information driving population changes at different spatial scales, thereby providing a tool for population monitoring and adaptive management.
DOI: 10.6084/m9.figshare.21498588.v2
title: Continuous Water Quality data from Kansas River

description: 15-minute water quality and quantity measurements, including chl-a, nitrate (SUNA), turbidity, temperature and discharge, at 4 sites down the mainstem of the Kansas River (gage ID's: "06887500",06888990, "06892350", "06892518"). File is an R "list" object, where each element is a wide table per site. For each site, columns are parameters, and rows are 15 minute time intervals (i.e., wide format.) Data used in Ecosphere MS: "Simple metric for predicting the timing of river phytoplankton blooms".
DOI: 10.17189/1519444
title: MSL MARS CHEMISTRY & MINERALOGY X-RAY INSTRUMENT 2 EDR V1.0
DOI: 10.3886/e145861v1
title: Data and Code for: Firm Entry and Exit and Aggregate Growth

description: Data and programs required for replicating analysis, tables, and figures in “Firm Entry and Exit and Aggregate Growth” by Jose Asturias, Sewon Hur, Timothy J. Kehoe, and Kim J. Ruhl.
description: all manufacturing plants in Korea with at least 10 workers (1992–2014)<br>all manufacturing plants in Chile with more than 10 employees (1995–2006)<br>.
DOI: 10.3886/e174541
title: Data and Code for "Did U.S. Politicians Expect the China Shock?""

description: <pre><pre>Information sets, expectations, and preferences of politicians are fundamental, but unobserved determinants of their policy choices. Employing repeated votes in the U.S. House of Representatives on China's Normal Trade Relations status during the two decades straddling China's WTO accession, we apply a moment inequality approach designed to deliver consistent estimates under weak informational assumptions on the information sets of members of Congress. This methodology offers a robust way to test hypotheses about what information politicians have at the time of their decision and to estimate the weight that constituents, ideology, and other factors have in policy making and voting.</pre></pre>
DOI: 10.3886/e179821v1
title: Code for: Signaling and Discrimination in Collaborative Projects

description: Abstract: We study collaborative work in pairs when potential collaborators are motivated by the reputational implications of (joint or solo) projects. In equilibrium, individual collaboration strategies both influence and are influenced by the public assignment of credit for joint work across the two partners. We investigate the fragility of collaboration to small biases in the public's credit assignment. When collaborators are symmetric, symmetric equilibria are often fragile, and in non-fragile equilibria individuals receive asymmetric collaborative credit based on payoff-irrelevant ``identities.'' We study payoff distributions across identities within asymmetric equilibria, and compare aggregate welfare across symmetric and asymmetric equilibria.
DOI: 10.5281/zenodo.7305241
title: Synchrotron bulk photoemission data from Au(111) and DFT calculations

description: Extreme UV photoemission band mapping of Au(111) surface and bulk. Measurements were conducted at the SGM-3 beamline of the 3rd-generation ASTRID2 synchrotron radiation source in Aarhus, Denmark with a photon energy of 80 eV. The gold sample was purchased from MaTecK GmbH with a (111) surface. The sample temperature was maintained at 100 K during measurements.<br> <br> Experimental data are provided in ibw format (Igor Pro), HDF5, and TIFF format along with calibrated energy. Density functional theory calculations were carried out using GPAW 1.31 code using GLLBSC pseudopotentials. The valence electrons were described with plane-wave basis sets with a kinetic energy threshold of 600 eV and reciprocal space was sampled with a (12x12x1) mesh of k-points.
DOI: 10.5281/zenodo.7314278
title: Dataset of photoemission valence-band mapping and band reconstruction of 2H-WSe2

description: Photoemission band mapping, band structure calculation, and reconstructed band dispersion of layered semiconductor 2<em>H</em>-WSe<sub>2</sub>, a type of 2D transition metal dichalcogenide. <strong>Provenance</strong>: The experimental data were measured using the SPECS METIS 1000 3D detector with extreme UV pulses centered at 21.7 eV as the photoemission light source. The samples were commercially purchased and directly used in the experiment. The calculated data were converted and preprocessed from an existing record (http://dx.doi.org/10.17172/NOMAD/2020.03.28-1), which contains the band structure of 2<em>H</em>-WSe<sub>2</sub> calculated using density functional theory (DFT) at the level of LDA, PBE, PBEsol, and HSE06 exchange-correlation functionals using FHI-aims (version 171221_1). <strong>Content</strong>: The data contain binned and preprocessed photoemission data; Preprocessed DFT calculations used for initializing the band reconstruction; Postprocessed band reconstruction data (including 14 identifiable valence bands). <strong>Usage</strong>: The dataset may be used for reproducing the results in (https://arxiv.org/abs/2005.10210), computational benchmarks or separately for other materials science applications. For reconstruction, see the source code and examples on GitHub (https://github.com/mpes-kit/fuller).
DOI: 10.5281/zenodo.7317667
title: Excited-state photoemission band mapping data of the topological insulator Bi2Te2Se

description: The dataset contains excited-state photoemission band mapping data of the topological insulator Bi2Te2Se. <strong>Provenance</strong>; The measurements were carried out at the Fritz Haber Insititute of the Max Planck Society, Germany. The Bi2Te2Se sample was grown at Aarhus University, Denmark. The photoelectrons were detected using SPECS METIS 1000 3D detector with extreme UV pulses centered at 21.7 eV as probe and a pump light pulses centered at 800 nm, which populates part of the excited electronic states (i.e. first conduction band). <strong>Content</strong>: The dataset comes from (1) binning of the single-electron event data and (2) preprocessing through symmetrization and MCLAHE algorithm (https://ieeexplore.ieee.org/document/8895993) for contrast adjustment <strong>Usage</strong>: The dataset is the prerequisite for band structure reconstruction, which may be used for reproducing the results in (https://arxiv.org/abs/2005.10210). For reconstruction, see the source code and examples on GitHub (https://github.com/mpes-kit/fuller).
DOI: 10.5281/zenodo.7359204
title: AnkitBarik/convection_onset_radratio: convection_onset_data_v1.0.1

description: Added requirements.txt and binder launch link for ipynb
DOI: 10.17632/fyt8783th6.1
title: Alpheids from the early Miocene (Aquitanian) Khari Nadi Formation, Kutch Basin, western India: associated chemical [EDS (Multispot and Mapping) and XRF] data 

description: Herein, we provide the Energy Dispersive Spectroscopy - EDS (multispot and mapping) data pertaining to the alpheid shrimp (family Alpheidae) remains (fingertips) recovered from the early Miocene (Aquitanian) Khari Nadi Formation (Kutch Basin, western India).  In addition, data on chemical concentration (based on X-Ray Fluorescence - XRF analyses) of host (alpheid-yielding) and associated lithologies has been provided. Further, a table summarizes the global distribution (during the Paleogene-Neogene interval) of fossil alpheid claw fingertips records.
DOI: 10.3886/e144941v1
title: Data and Code for: Every Day Is Earth Day: Evidence on the Long-Term Impact of Environmental Activism

description: We explore the importance of activism in the context of Earth Day. We use variation in weather to study the long-term effects of the original Earth Day on attitudes, environmental outcomes, and children's health. Unusually bad weather in a community on April 22, 1970, is associated 10 to 20 years later with weaker support for the environment, particularly among those who were school-aged in 1970. Bad weather on Earth Day is also associated with higher levels of carbon monoxide in the air and greater risk of congenital abnormalities in infants born in the following decades. These results indicate a long-lasting and localized effect of Earth Day, and show that there can be benefits to voluntary activity that would be impossible to identify until years after the volunteering occurs.<br>
DOI: 10.3886/e155862v1
title: Data and Code for "The Employee Costs of Corporate Debarment in Public Procurement"

description: This paper studies an increasingly popular anti-corruption policy --- corporate debarment or blacklisting --- to understand how both disclosing illicit corporate practices and the sanctions for these practices affect firm and worker outcomes. I exploit a unique policy change in Brazil that imposed stricter penalties for corrupt firms. I combine the universe of firms that were publicly debarred and excluded from public procurement with detailed matched employer-employee administrative data. Using a matched difference-in-differences approach, I find that debarment is associated with a sizable decline in employment and an increase in the probability of exiting the formal sector. I also document that workers' annual earnings fall by about 22 percent after debarment. The impacts are driven by lost revenues from government contracts. Workers who have previously worked in debarred firms also experience earnings losses. The results shed light on the costs to workers when their employers are debarred in weighing the consequences of corruption crackdown.
description: Firms and workers in the formal sector between 2002 and 2018.
DOI: 10.5066/p9soirj7
title: Measurements of Discharge in Small, Low-Flowing Streams Using Multiple Techniques

description: The accompanying datasets include all field measurements collected as part of a study to evaluate multiple streamflow measurement techniques in small streams throughout the United States. Each individual dataset is paired with a metadata record describing the contents and purpose of that dataset.
DOI: 10.5281/zenodo.3939066
title: Datasets and electronic graphs for Technologies of the Novel

description: This contains CSV datasets used for composing the graphs in Nicholas Paige, <em>Technologies of the Novel: Quantitative Data and the Evolution of Literary Systems</em> (Cambridge UP, 2020). Each dataset is accompanied by a document explaining the tags used. An Electronic Graph Annex contains figures that <em>Technologies of the Novel</em> references but that were not included in the published version.
DOI: 10.5281/zenodo.4574851
title: Calibration solutions, light curve and dedispersion data for Murchison Widefield Array rapid-response observations of the short GRB 180805A

description: This repository includes the final datasets derived from Murchison Widefield Array (MWA) rapid-response observations of gamma-ray burst (GRB) 180805A used for analysis in the paper "Murchison Widefield Array rapid-response observations of the short GRB 1808085A". All raw MWA data for this observation can be obtained from the Murchison Widefield Array All-sky Virtual Observatory (https://asvo.mwatelescope.org/), and include observation identification (ObsID) numbers 1217495184, 1217495304, 1217495424, 1217495544, 1217495664, 1217495784, 1217495904, 1217496024, 1217496144, 1217496264, 1217496384, 1217496504, 1217496624, 1217496744, 1217496864 under project code D0009. These 15 observations are referred to as snapshots in the following. The files attached files to this repository are described below. Calibration solutions (1217495544_infield_solutions.bin): The calibration solutions applied to all ObsIDs, which were derived from an infield calibration of ObsID 1217495544 using the GLEAM model (Hurley-Walker et al. 2017). Light curves (GRB180805A_2m_lc.csv, GRB180805A_30s_lc.csv, GRB180805A_5s_lc.csv, GRB180805A_05s_lc.csv): All observations were imaged on 2 minutes, 30 seconds, 5 seconds, and 0.5 seconds timescales. Priorized fitting was performed at the position of the GRB to obtain monitoring light curves. These csv files list the resulting flux density as a function of time for these four different timescales. Dynamic spectrum: This is the dynamic spectrum created at the pixel position of GRB 180805A by splitting the full 30-minute MWA integration (15 snapshot observations) into the 0.5-second coarse channel (1.28 MHz frequency resolution) images. The first 4s and last 5.5s of each individual snapshot observation are flagged due to instrumental reasons. The axes are Frequency (MHz) vs Time post-GRB (seconds) with the greyscale showing Jy/beam. This dynamic spectrum was used to create a dedispersed time series, for which we search from prompt, dispersed signals. Dedispersed time series: The mean flux density (Jy/beam) for the path swept across the dynamic spectrum (see above) for every dispersion measure (DM) trial ranging from 100-3000 pc cm<sup>-3 </sup>at 1.0 pc cm<sup>-3 </sup>intervals for all time steps at a resolution of 0.1s following the GRB detection. This dedispersed time series was searched for evidence of prompt signals but there were no significant signals (above signal-to-noise ratio of 6) for DM &gt; 200 pc cm<sup>-3</sup>, which is the lowest DM that we expect short GRBs to be detected (corresponding to a minimum redshift of z~0.1).
description: {"references": ["Hurley-Walker, N., et al., 2017, MNRAS, 464, 1146"]}
DOI: 10.5517/cc1387h3
title: CCDC 1020814: Experimental Crystal Structure Determination

description: Related Article: Frank R. Fronczek|2014|CSD Communication|||
DOI: 10.5517/ccdc.csd.cc13pxsh
title: CCDC 1033967: Experimental Crystal Structure Determination

description: Related Article: B. N. Sivasankar, C. Sonia|2015|World Journal of Pharmaceutical Research|5|796|
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.cc2428wd
title: CCDC 1968403: Experimental Crystal Structure Determination

description: Related Article: Roland Meier, Werner Massa|2019|CSD Communication|||
DOI: 10.3886/e156181v1
title: Data and Code for: A Risky Venture: Income Dynamics Among Pass-Through Business Owners

description: We employ a large panel of US income tax returns for the period 1987- 2018 to extensively characterize and quantify business income risk. Our findings show business income to be much riskier than labor income. Business income is less persistent and is characterized by higher tail risk. Furthermore, when compared to labor income, heterogeneity across households is less important in explaining the cross-sectional variation in business income and within household income variation is more important. Our results underscore the income risks business owners face and provide stylized facts and parameter estimates useful for quantitative macroeconomic models and policy analysis.
description: United States taxpayers (unit of analysis is the taxpaying unit) with primary filers aged 30 to 60 (although some robustness analysis includes alternative samples).
DOI: 10.3886/e156282v1
title: Data and Codes for: Childcare Subsidies and Child Skill Accumulation in One- and Two-Parent Families

description: These files replicate the results from "Childcare Subsidies and Child Skill Accumulation in One- and Two-Parent Families". Abstract: I examine the role of family structure and childcare subsidies in child skill accumulation. I establish empirically that skill accumulation is more responsive to childcare price for one-parent families than for two-parent families. I analyze the effects of childcare subsidies in a model featuring endogenous family formation, parental altruism, and a baseline subsidy resembling that of the United States. I find that eliminating this subsidy generates welfare losses of 1.63 percent of lifetime consumption, that equilibrium adjustments act to mitigate these losses, and that increasing uptake among one-parent families yields the highest welfare gains per additional recipient.
description: Smallest Geographic Unit: State and national