cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.7324909
title: Global map of Local Climate Zones

description: A global 100 m spatial resolution Local Climate Zone (LCZ) map, derived from multiple earth observation datasets and expert LCZ class labels. The LCZ map is based on the LCZ typology (Stewart and Oke, 2012) that distinguish urban surfaces accounting for their typical combination of micro-scale land-covers and associated physical properties. The LCZ scheme is distinguished from other land use / land cover schemes by its focus on urban and rural landscape types, which can be described by any of the 17 classes in the LCZ scheme. Out of the 17 LCZ classes, 10 reflect the 'built' environment, and each LCZ type is associated with generic numerical descriptions of key urban canopy parameters critical to model atmospheric responses to urbanisation. In addition, since LCZs were originally designed as a new framework for urban heat island studies (Stewart and Oke, 2012), they also contain a limited set (7) of 'natural' land-cover classes that can be used as 'control' or 'natural reference' areas. As these seven natural classes in the LCZ scheme can not capture the heterogeneity of the world’s existing natural ecosystems, we advise users - if required - to combine the built LCZ classes with any other land-cover product that provides a wider range of natural land-cover classes. <em>Stewart ID, Oke TR. (2012). Local Climate Zones for Urban Temperature Studies. Bull Am Meteorol Soc. 93(12):1879-1900. doi:10.1175/BAMS-D-11-00019.1</em>
description: See readme.txt for additional information
DOI: 10.6084/m9.figshare.25020404
title: ScaleeffectofCE_data_J.Wang.xlsx

description: Revealing the scale effect of cooling efficiency.
DOI: 10.6084/m9.figshare.25400140.v1
title: Netlogo simulation data

description: Simulation data from netlogo models on vocal stigma.
DOI: 10.6084/m9.figshare.27244824
title: Empirical survey data

description: The vocal stigma questionnaire was developed in consultation with an expert panel, including: (a) a speech-language pathologist with over 10 years of experience working with clinical voice disorders; and (b) three professional vocal performers (one actor, one singer, one actor/singer; each with over 20 years of experience) from the Alliance of Canadian Cinema, Television and Radio Artists (ACTRA) or the National Association of Teachers of Singing (NATS). The questionnaire consisted a total of 64 items to survey individuals’ demographics (6 items), occupation and training (3 items), vocal health history (14 items), IMB profile (30 items, 10 each for information, motivation, and behavioral skills), experiences of vocal stigma (10 items, 5 each for social-stigma and self-stigma) plus a single, open item for feedback.
DOI: 10.18419/darus-1803/10
title: 7-AAm.zip
DOI: 10.18419/darus-1803/11
title: 6-AAm.zip
DOI: 10.18419/darus-1803
title: Computational data and NMR characterization data for "Rotational barriers of carbamate‐protected amine crosslinkers for hydrogels: A combined experimental and computational study"

description: This dataset includes the calculated energy barriers of the C‐N‐C‐O bond rotation in dependency of the angle (Computational Results) as well as the NMR spectra of all investigated compounds (NMR data).
DOI: 10.18419/darus-1803/12
title: Figure_2_energy+barriers+of+the+C-N-C-O+rotation.tab
DOI: 10.18419/darus-2019/1
title: 06_DSC08782.tif
DOI: 10.18419/darus-2019/2
title: 05_DSC08780.tif
DOI: 10.18419/darus-2019/3
title: 02_DSC08774.tif
DOI: 10.18419/darus-2019/4
title: 09_DSC08790.tif
DOI: 10.20350/digitalcsic/15300
title: Full-Field numerical simulations of olivine dynamic recrystallisation during viscoplastic deformation

description: Olivine_code.m script in Matlab (MTEX) read the extract_xy_euler3 files
description: Peridotites, which primarily consist of olivine, are rocks located in the Earth's upper mantle. The mechanical behavior of the upper mantle is heavily influenced by this mineral. When the mantle undergoes flow, olivine experiences viscoplastic deformation, resulting in the development of crystallographic preferred orientations (CPO). Scientists can analyze the observed CPO in olivine-rich rocks to determine the direction of mantle flow. In this study, microdynamic numerical simulations are conducted on aggregates of olivine to investigate the effects of dynamic recrystallization during viscoplastic deformation on the microstructure and CPO. This dataset contains the output files of the simulations PT248, PT263 and PT345, using the viscoplastic fast Fourier transform (VPFFT, Lebensohn and Rollet, 2020) in conjunction with the ELLE modeling platform (Bons et al., 2008). For the visualization of the microstructures the information included in these output files can be launched using the software toolbox MTEX (Bachmann et al., 2011).
description: ELLE_PT248/extract_xy_euler3-1.txt to extract_xy_euler3-100.txt ELLE_PT263/extract_xy_euler3-1.txt to extract_xy_euler3-100.txt ELLE_PT345/extract_xy_euler3-1.txt to extract_xy_euler3-100.txt Olivine_code.m
DOI: 10.6084/m9.figshare.25584597
title: A stealthy neural recorder for the study of behaviour in primates

description: The source data for the paper titled 'A stealthy neural recorder for the study of behaviour in primates' comprises all the data presented in the figures within the paper.
DOI: 10.6084/m9.figshare.27619281
title: Supplementary Material for: Exploring Perceived Gender Disparities in Latin America's Vascular Neurology Workforce: Insights from a Survey-Based Study

description: Introduction: Limited research exists on women's challenges as specialized healthcare professionals in Latin America's stroke field. This survey-based study addresses the potential gender disparities in these professionals' work environments. 

Methods: This exploratory study used an online survey to investigate the work environment of women healthcare professionals in stroke across several Latin American countries. Conducted between September and November 2023, it included demographics, relationship status, reproductive history, and gender roles related to healthcare work and/or academic life. Women responders were invited through professional networks and local stroke care organizations. Descriptive analyses were performed, and sub-group comparisons were made using statistical tests such as Chi-square, FisherExact, or Kruskal-Wallis.

Results: A total of 291 responses were gathered from 16 Latin American countries. The average age was 40.01±9.61 years, 34% reported holding leadership positions, with 49.5% having women as supervisors. Furthermore, 41% were married, and 52.9% reported having children. Among those, 29.2% perceived adverse effects of childcare on their academic trajectories, with 71.43% being unable to participate in academic conferences. Only 16.1% held leadership roles in scientific organizations, although 52% were involved in educational endeavors within university settings.

Conclusions:
Our survey reveals perceived significant hurdles women healthcare professionals encounter in stroke, notably concerning the influence of maternity on job performance and career development. Furthermore, these results highlight inequalities in leadership roles and career pathways. By shedding light on these obstacles, we aim to increase awareness and advocate for implementing fair policies to create a supportive work environment.
DOI: 10.7939/dvn/jrdepl
title: 2018 Census of Canadian Academic Librarians

description: Canadas second census of Canadian academic librarians was conducted by the Canadian Association of Academic Librarians (CAPAL) from June to September, 2018. The goal of the census is to build a comprehensive demographic picture of the profession of academic librarianship by collecting data about librarians working in colleges and university libraries in Canada. It is the intention of CAPAL to share the data for research, policy development, and education purposes.
DOI: 10.1285/i20356609v10i1p135
title: Alternative Forms of Resilience. A typology of approaches for the study of Citizen Collective Responses in Hard Economic Times

description: A variety of theoretical and conceptual perspectives have been applied to studying collective citizen initiatives arising in response to hard economic times, such as solidarity-based exchanges and networks, cooperative structures, barter clubs, credit unions, ethical banks, time banks, alternative social currency, citizens' self-help groups, neighbourhood assemblies and social enterprises. Since the global financial crisis of 2008, scholarly attention on novel, alternative, resilient structures has increased, especially in regions that have been most affected. A comprehensive literature review is therefore needed on these initiatives which usually aim to meet basic needs such as food, shelter, health and education at the community level, or build and envision autonomous communities. This paper has four aims. First, it proposes a new, all-encompassing conceptual framework, alternative forms of resilience, to embrace all issues and groups related to such initiatives, during the new millennium and its economic and political challenges, while taking into account the impact of the 2008 crisis. Secondly, it offers a comprehensive literature review on collective citizen initiatives studied through different theoretical, methodological and conceptual understandings. Thirdly, it provides a new typology of several approaches on novel, collective and solidarity-oriented critical resilience initiatives which take into account political issues, be they policy or social-movement related. Finally, it points to future research areas which would aim to systematically address the political and non-political features of citizen-collective responses.
DOI: 10.1285/i20356609v15i1p290
title: Where is Territorial Peace? Violence, Drug Trafficking and Territory: The Killings of Former Guerrilla Combatants and Social Leaders in Colombia (2016-2021)

description: The aim of this study is to analyse the phenomenon of the killings of former FARC-EP guerrilla fighters and social leaders committed in Colombia between November 2016, when the Peace Agreement was signed, and June 2021. It argues for the need to focus the analysis on nine departments, which account for most of this type of violent homicide. This violence is closely linked to armed groups, both in the form of FARC-EP guerrillas and dissidents, as well as post-paramilitary and other criminal groups that fuel the armed conflict. This forms part of the continuation of the geography of violence that existed before the Peace Agreement, albeit with new armed actors following the demobilisation of the guerrillas. One factor explaining the violence is the drug trafficking industry, which attracts armed groups that compete for the control of resources and find in former FARC-EP combatants and social leaders people opposed to their illicit interests. Using different correlational exercises, we also note the need for future research to shed light on a phenomenon that has so far been little studied, and which highlights the limited capacity for transforming the violence that, for the time being, accompanies the Peace Agreement signed in 2016.
DOI: 10.17632/vnft2c9w7y.1
title: Data of mollusk communities from intermittent rivers in Brazilian semiarid region

description: Studies on reservoirs in the Brazilian semiarid region identify that the most important factors for the community structuring of these animals are the hydroperiod and its related variables (precipitation, depth, and water temperature) (Almeida et al., 2018; Okumura & Rocha, 2020; Silva et al., 2020b). Therefore, these factors, as well as anthropic impacts, should also structure mollusk communities, in intermittent rivers. It is also assumed that seasonality similarly influences the community structure when analyzing intermittent rivers from the same hydrographic basin. In this sense, the objective of this study is to investigate the influence of determining factors for environmental heterogeneity, linked to the irregularity of hydroperiods and the state of conservation of intermittent rivers in the Brazilian semiarid region, on the structure and dynamics of limnic mollusk communities.
When analyzing the data, our results showed that the environmental heterogeneity, characteristic of semiarid regions and that is generated by the irregularity of the hydroperiods, does not contribute to a high species richness and that the communities of limnic mollusks of intermittent rivers in these regions are shaped by the association of environmental heterogeneity with alterations anthropic consequences resulting from the multiple uses of the margin and bed of the rivers. Additionally, the high abundance of M. tuberculata and B. straminea species in the analyzed rivers, influenced by the previously mentioned factors, reinforces attention to problems related to species invasion and the maintenance of the cycle of parasites of medical importance, respectively.
Our results also show that it is necessary to expand ecological studies in the semiarid region, since many aspects of the dynamics of mollusk communities, historically accepted as a standard, are singular in this region due to the dynamism and the extreme changes to which they are subject in short periods of time.
DOI: 10.17882/96728
title: CARING cruise biogeochemical data (nutrients, pH, total alkalinity, pCO2)

description: This dataset contains the CARING cruise qualified measurements of inorganic nutrient, pH, and total alkalinity profile bottle data, and underway pCO2 data. This dataset includes water column and underway biogeochemical data measured across the Gulf Stream and associated mesoscale eddies.
DOI: 10.17909/zfxs-ye40
title: Data from MIRI HUDF + JADES Number Counts (Stone et al. 2024)
DOI: 10.18419/darus-2019/5
title: 11_DSC08794.tif
DOI: 10.18434/m3s095
title: FEASST: Free Energy and Advanced Sampling Simulation Toolkit

description: The Free Energy and Advanced Sampling Simulation Toolkit (FEASST) is a free, open-source, modular program to conduct molecular and particle-based simulations with flat-histogram Monte Carlo and molecular dynamics methods. It is a software written in C++ and python which is made publicly available to aid in reproducibility. It is also provided as a service to the scientific community in which there are few , if any, Monte Carlo programs that support flat histogram methods and advanced sampling algorithms. This software is expected to be updated frequently with new methods.
DOI: 10.5066/p95lvjic
title: Island of Hawaii bird, mosquito, and avian malaria infection data 2001-2004

description: This data publication contains data files collected as part of a field, laboratory, and modeling effort aimed at uncovering ecological drivers of avian malaria transmission and impacts on Hawaiian honeycreepers across an elevational gradient on the eastern flank of Mauna Loa and Kilauea volcanoes on Hawaii Island. From 2001-2004, mosquito and bird data were collected at nine sites ranging 25 to 1,800 m above sea level. This data publication includes site and sampling coordinate data, mosquito capture data, mosquito avian malaria infection data, and point-transect distance sampling data. Site coordinate data consists of GPS spatial location data of sampling points where mosquitoes were captured and birds were surveyed to estimate abundance, comprising 45 points per site at 100 m intervals along five transects spaced 200 m apart. Mosquito capture data consists of counts of mosquitoes captured per trap night during 4-9 trapping nights per site per month over the study period. Mosquito infection data comprises avian malaria diagnostic data for a subset of captured mosquitoes that were dissected and malaria infection determined by microscopic examination of mosquito midguts and salivary glands. Point-transect distance sampling data consists of quarterly bird survey data in which observers recorded the horizontal distance of each sampling point to birds detected by sight and sound during 8-minute counts.
DOI: 10.5281/zenodo.10699270
title: Measurements of atmospheric mercury, trace gases, aerosols, and meteorology at Storm Peak Laboratory, Colorado, in 2021 and 2022

description: A dual channel system that appears to avoid a low bias, with an oxidized mercury detection limit of 6-12 pg m-3, was deployed alongside a permeation tube-based automated calibrator at Storm Peak Laboratory (latitude 106.744, longitude -40.455, 3210 m above sea level) near Steamboat Springs Colorado, USA, from March through September in 2021 and 2022.  Criteria pollutants, aerosols, and meteorological parameters were also measured.
DOI: 10.5281/zenodo.10806478
title: 24-hour HYSPLIT-STILT back-trajectories initialized at Storm Peak Laboratory, Colorado from April 1, 2022 to May 1, 2022

description: This dataset was compiled to accompany the manuscript Lee et al., titled "Elevated Tropospheric Iodine over the Central Continental United States: Is Iodine a Major Oxidant of Atmospheric Mercury?", submitted to AGU Geophysical Research Letters.

24-hour HYSPLIT-STILT back trajectories were initialized at Storm Peak Laboratory, Colorado (40.455 degrees North, 106.744 degrees West) every three hours from April 1, 2022 to May 1, 2022 at initial altitudes of 5, 2000, 4000, 6000, 8000, and 10000 meters above ground level. In the model, Storm Peak Laboratory is 2890 meters above sea level (3209.848 meters above sea level in reality). One thousand back trajectories were initialized at each time-altitude pair, then averaged in three dimensions (latitude, longitude, altitude) to generate a single back trajectory for each time-altitude pair.

Each file is named using the following convention: "STILT_StormPeakLaboratory_yyyymmdd_HHMMutc.txt", where yyyy is the four-digit year, mm is the two-digit month, dd is the two-digit day, HH is the two-digit hour, and MM is the two-digit minute. The date and time in the filename denote the back-trajectory initialization time (UTC).
DOI: 10.5281/zenodo.13122308
title: Data for the publication "Wind farm layout optimization with alignment constraints", submitted to Wind Energy Science, 2024

description: The data in pickle format contains the optimal layouts corresponding to the numerical applications of the paper "Wind farm layout optimization with alignment constraints" submitted in Wind Energy Science, 2024.
DOI: 10.5281/zenodo.13370199
title: Data for "The impact of mass-dependent stochasticity at cosmic dawn"

description: Data for for the mass-dependent stochasticity model described in Gelli, Mason & Hayward 2024, ApJ

The "LF/" folder contains the UV luminosity functions for the mass-dependent UV scatter model for z = 5-20. The two columns are:

- UV magnitude Muv [mag]

- number density log10_phi [/mag/Mpc^3]

 

The "SFRD/" folder contains the redshift evolution of the UV luminosity density (obtained by integrating the UVLF down to Muv=-17) and the star formation rate density (derived using [Madau+99](https://iopscience.iop.org/article/10.1086/306975)). The columns are:

- redshift z

- luminosity density log10_rhoUV [erg/s/Hz/Mpc^3]

- star formation rate density log10_SFRD [Msun/yr/Mpc^3]
DOI: 10.5281/zenodo.4742248
title: Two-story frame with Bouc-Wen hysteretic links as a multi-degree of freedom nonlinear response simulator

description: <strong>Two-story frame with Bouc-Wen hysteretic links as a multi-degree of freedom nonlinear response simulator</strong> Standardized datasets for tasks related to system identification applications, reduced-order or surrogate modelling applications. A multi-degree of freedom nonlinear response simulator benchmark proposed in the <em><strong>5th Edition of the Workshop on Nonlinear System Identification Benchmarks</strong></em> (April 2021, Link). The open-access software implementation of the frame can be found in this <em><strong>Github repository</strong></em>.
description: Motivation A diverse variety of engineering and dynamic systems, ranging from control applications and solid mechanics to biology and economics, feature hysteretic phenomena. This commonly encountered nonlinear behavior can be captured and described via diverse numerical models, with the Bouc-Wen representation comprising a common choice within the nonlinear dynamics and vibration engineering community. In this benchmark, the Bouc-Wen model is employed to characterize the response of the nodal connections of a two-story frame structure. The resulting shear frame with hysteretic links is proposed as a multi-degree of freedom nonlinear response simulator. This case study can be seen as an extension to the single degree of freedom 'Hysteretic Benchmark with a Dynamic Nonlinearity' problem already featured in the nonlinear benchmark website (here). Our simulator employs a similar parameterized representation of the Bouc-Wen model for each nonlinear link and builds upon it to also include strength deterioration and stiffness degradation effects in a structure with increased dimensionality. As a result, the featured parametric shear frame serves as a multi-degree of freedom nonlinear response simulator, able to model a wide range of nonlinear effects through the parametrized Bouc-Wen couplings. The provided simulator can be utilized as a benchmark problem to validate methods and tools in structural health monitoring, model reduction, or identification applications.
description: {"references": ["M. S. J P No \u0308el and K. Tiels, \"Nonlinear benchmarks,\" https://sites.google.com/view/nonlinear-benchmark/", "K. Vlachas, K. Tatsis, K. Agathos, A. Brink, and E. Chatzi, \"A local basis approximation approach for nonlinear parametric model order reduction,\" Journal of Sound and Vibration, vol. 502, p. 116055,2021.", "J. No\u00ebl and M. Schoukens, \"Hysteretic benchmark with a dynamic nonlinearity,\" in Workshop on non-linear system identification benchmarks, 2016, pp. 7\u201314."]}
DOI: 10.5281/zenodo.5422729
title: Maricopa County, AZ interpolated daily precipitation rasters

description: This dataset contains daily layers of precipitation data from weather stations in Maricopa County, Arizona, USA, from October 2012 - September 2017. The layers contain raw measurements as well as spatial interpolation between weather stations done by kriging. Elevation was used as a covariate for the kriging algorithm. The data are presented in a zip file. When unzipped, the data layers will be larger than 9 GB.
description: Associated with a forthcoming publication; this field will be updated once more information is available.
DOI: 10.6084/m9.figshare.24653709.v2
title: Linking symbioses with intrinsic chemical defenses in conifers: fungal-mediated resistance against an invasive pathogen

description: Assessments of blister rust disease symtoms in <i>Pinus monticola</i> seedlings