cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/2xh658swv4.2
title: Data for: Data envelopment analysis and multifactor asset pricing models

description: The data series sample cover 2,101 European equity funds, with monthly data for the period January 2001 to October 2016, as provided by Morningstar. We use all funds sorted as Euro/Eurozone equity funds in Morningstar, traded in euros. Specifically, we include the following categories: Europe ex-UK Large-Cap Equity; Europe Equity-Currency Hedged; Europe ex-UK Small/Mid-Cap Equity; Europe Flex-Cap Equity; Europe Large-Cap Blend Equity; Europe Large-Cap Growth Equity; Europe Large-Cap Value Equity; Europe Mid-Cap Equity; Europe Small-Cap Equity; Eurozone Flex-Cap Equity; Eurozone Large-Cap Equity; Eurozone Mid-Cap Equity and Eurozone Small-Cap Equity. We omit those funds that hold exclusively domestic stocks, in order to avoid distorting our results on grounds of risk exposures that involve specific areas. The dataset comprises the following series: 1. Summary statistics for 2,101 Euro/Eurozone equity funds. 2. Summary statistics for 20 size portfolios, formed by 2,101 Euro/Eurozone equity funds. 3. DEA estimates for 20 size portfolios, formed by 2,101 Euro/Eurozone equity funds. 4. Monthly returns for the three classic factors of Fama and French and for the DEA factor. 5. Monthly returns for 20 size portfolios, formed by 2,101 Euro/Eurozone equity funds.
DOI: 10.17632/3zy2f7zfy8.4
title: Data for: WHEN BASIC SUPPLIES ARE MISSING, WHAT TO DO? SPECIFIC DEMANDS OF THE LOCAL STREET POPULATION IN TIMES OF CORONAVIRUS – A CONCERN OF SOCIAL PSYCHIATRY

description: Homeless experts and some federal housing officials are sounding the alarm that the patchwork of government efforts to address the coronavirus outbreak risks leaving out one group of acutely vulnerable people: the homeless. In terms of isolation, it is too unclear what that looks like if you normally sleep on the streets. In this tough moment, when people should be turned away, not only it feels inhumane, but it is also a big public health risk, because where are they going to go? With more cities suspecting community transmission of the novel coronavirus, people who sleep in shelters or hunker down outside already have a lower life expectancy and often have underlying health conditions that put them at greater risk if they develop COVID-19. A large population of homeless people experience their pain and psychological distress intermittently. For low-income patients, the various borderline situations related to health/illness involve growing expectations regarding the basic needs. This is a serious concern when linked to the pandemic
DOI: 10.17632/tdb98cr3yz.1
title: Data regarding: Melatonin impairs T cell priming, migration and reactivation in the CNS, and induces neuroprotection in experimental autoimmune encephalomyelitis

description: Experimental autoimmune encephalomyelitis (EAE), the pre-clinical animal model of human multiple sclerosis, is triggered by myelin-specific T effector cells that are primed in peripheral lymph nodes and migrate to the central nervous system (CNS) where they are reactivated and induce demyelination. While melatonin ameliorates EAE disease symptoms, modulates encephalitogenic and suppressive responses, and reduces demyelination, its mechanism of action is not clear. Our objective was to study the effects of melatonin on key processes in EAE: the peripheral priming of T cells, their migration to the CNS and their reactivation therein. In this way, the actions of melatonin on co-stimulatory/co-inhibitory and adhesion molecules, on chemokine ligands/receptors expressed by different immune and CNS cell populations, on the blood-brain barrier (BBB) and on brain-derived neurotrophic factor (BDNF) levels in the CNS were studied in EAE. EAE induction protocol and EAE score assessment, and protocols for isolating draining lymph node (dLN) and CNS mononuclear cells and assessing immune subsets cells can be found in Álvarez-Sánchez et al. Brain, Behavior, and Immunity. 2015. Briefly, EAE was induced by s.c. administration of 100 μg of MOG35-55 emulsified in CFA containing 50 μg of heat-killed Mycobacterium tuberculosis (H37Ra), followed by two i.p. doses of 400 ng of pertussis toxin on days 0 and 2. Melatonin (80 mg/kg in ethanol/saline 8%) or vehicle was administered i.p. daily from day 0 onwards. Clinical signs of EAE were assessed as follows: 0: no clinical signs; 1: limp tail; 2: impaired righting reflex; 3: partial hind limb paralysis; 4: complete hind limb paralysis; 5: complete hind limb paralysis + frontal limb paralysis; 6: dead or moribund. Mononuclear cells or RNA were isolated from dLNs and CNS at days 5, 10 and 15 post-induction (p.i.) and analyzed by flow cytometry (co-stimulatory/co-inhibitory molecules, adhesion molecules and chemokyne receptors on APCs and T cells) or real-time quantitative PCR (expression of chemokyne ligands and receptors, adhesion molecules, BDNF). The integrity of the BBB was assessed in spinal cords by the immunohistochemical detection of albumin in the capillaries and by Evans Blue extravasation. Melatonin regulated many of the key pathological steps in EAE by regulating the immune synapse as well as chemoattractant and adhesion molecules and suppressive andneuroprotective responses, both in the periphery and in the CNS.
DOI: 10.5281/zenodo.3755913
title: Replication code and data for: "Machine Learning Predicts Large Scale Declines in Native Plant Phylogenetic Diversity."

description: Replication code and data for the paper: "Machine Learning Predicts Large Scale Declines in Native Plant Phylogenetic Diversity." The following files are included in this repository: 1) R scripts (numbered 0 through 9) include replication code for data analysis 2) Datasets (6 zip folders) contain the data analyzed in the R scripts
DOI: 10.17632/6w2b4m9y6b.1
title: Ninja Owl- Owl and Gerbil Behavior

description: Behavior of bar owls, one black one white, flying in a vivarium and the response of Egyptian gerbils to those owls and variation in moonlight. Owl behavior measured in numbers of attacks and attack duration. Gerbil behavior was measured in GUDs.
DOI: 10.17632/cbpf92vr5j.2
title: Black Tea Fermentation Images Dataset

description: This dataset contains 6000 black tea fermentation images captured in a tea factory in Kenya. The databases should be used only for comparing algorithms, which can be considered as 'fair use' of the images and our metadata. You should not redistribute the images. You should reference the contributors whenever you use this dataset
DOI: 10.17632/h5zpdkw49m.1
title: Faith based CUs religion

description: Cross sectional information about the religion of faith-based credit unions. Credit Union information was initially obtained from the call reports available at the National Credit Unions Administration. Then a subsample of the data that correspond to associational faith-based credit unions was selected, from that subsample the religious affiliation of the credit unions was manually collected and obtained via web searching. Credit unions are identified with their join and credit union number. The variable rel is a character that identify if the religion affiliation is: C (Catholic), H (Hinduism), I (Islam), J (Judaism), N(Not known?), O (Orthodox), P (Protestant). The variable Cath is a dummy that takes values of 1 for Catholic, 0 for Protestants and empty otherwise. The variable Prot is a dummy that takes values of 1 for Protestants, 0 for Catholics and empty otherwise.
DOI: 10.17632/vs8m5xvbm9.1
title: Visual Privacy Management: Design and applications of a privacy-enabling platform - Evaluation Results

description: This dataset is used for the empirical evaluation Chapter of the Book "Visual Privacy Management: Design and applications of a privacy-enabling platform". The dataset is divided in three folders each of them is extensively described by a chapter in the book. The content of the dataset is partially in Italian but can be easily translated in English.
DOI: 10.17632/447sm2rwrk.1
title: Entanglement and count data for Steller sea lions and California sea lions in northwest Washington

description: Steller and California sea lions in northwest Washington were counted and monitored for entanglements from 2010 through 2018 to determine population trends and temporal and spatial patterns of entanglement rates for the two species. The collection of count data and the majority of monitoring of entanglements occurred at four major sea lion haulout complexes: Tatoosh Island, Bodelteh Islands, Carroll Island, and Sea Lion Rock. We conducted counts with the aid of 8x40 and 7x50 binoculars. We photographed each sea lion with evidence of entanglement using a digital SLR camera with powerful zoom lens of either 70-300 mm or 100-400 mm. Some entanglements were observed and recorded at minor haulouts outside of the four complexes and were recorded for purposes of characterizing the temporal patterns of what type of debris causes entanglements. After surveys, we processed photographs to determine characteristics of each entanglement event. Our first step was to evaluate if our photographs were of sufficient quality for subsequent analyses. If the photos were not, we often relied on field notes to record details on the entanglement. For each suitable photograph of an entanglement, we recorded the species of sea lion entangled and whether the entanglement was active or was a scar from a previous entanglement. For active entanglements, we recorded what type of debris caused the entanglement into twelve categories: fishing lure, flasher, gillnet, longline, monofilament, net, packing band, rope, rubber band, scar, trawl net, unknown. Last, we determined the sex and age of each entangled individual to allow analyses to determine if there were patterns in the type of marine debris that affected sea lions of different age, sex, and species.
DOI: 10.17632/8vgg2kvb9f.1
title: Multi-objective evolutionary optimization for thermal and daylight performance using a parametric modeling tool: A Study Applied to Social Housing in Brasília, Brazil

description: This dataset contains a workflow developped in Grasshopper, a parametric modelling tool, to perform a multi-objective evolutionary optimization for thermal and daylight performance of a typical dwelling in Brazil
DOI: 10.17632/93yjbybdk9.1
title: Differential expression and structural polymorphism in rubber tree genes related to South American leaf blight resistance

description: Supplementary material to the research paper "Differential expression and structural polymorphism in rubber tree genes related to South American leaf blight resistance" published in Physiological and Molecular Plant Pathology. https://doi.org/10.1016/j.pmpp.2020.101477
DOI: 10.17632/jcmp773h3t.1
title: Attitude towards psychiatry among final year medical students in Sri Lanka

description: Stigma towards psychiatry, a debilitating phenomenon worldwide, is likely to have engendered the longstanding lack of recruitment into psychiatry in Sri Lanka. However, recent expansion of the undergraduate training in psychiatry in Sri Lanka may have instigated favorable changes in students’ attitudes. We assessed the attitudes of final-year medical students in nine medical schools in Sri Lanka regarding psychiatry by administering the Attitude towards psychiatry-30 (ATP-30) scale. This 30-item questionnaire covers eight domains of psychiatry and is rated on a Likert scale, producing a total score out of 150. Each item on the ATP-30 is rated on a 5-point Likert scale ranging from “Strongly agree” to “Strongly disagree”. Fifteen of the 30 items are reverse coded. Background information about the participant including the name of the medical school, and information related to potential correlates identified in literature including gender, presence of a close person with mental illness and the total duration of exposure to clerkships in psychiatry are included. A multiple linear regression was performed to investigate associated factors. A total of 743 final-year students participated. Of them, 54 % were male. The mean attitude score was 107.7 (SD=12.3) and 92.2% showed an overall “positive” attitude. 22.2% of students considered psychiatry as a potential future career. Students with more than one month of clinical exposure to psychiatry showed a better attitude compared to those with shorter exposure. Female gender and the presence of a close person with mental illness were also associated with better attitudes and career interest.
DOI: 10.17632/rhzwbt73s2.1
title: Distribution of primary knowledge generating cities in the regions of Russia

description: Geoeconomic studies on knowledge and innovation are generally held at the regional level. Data on regions is used for creating policy instruments supporting knowledge-based economies. However, our data suggest that major cities stand behind the aggregate regional profiles. This fact raises a question on data limitations for poly-centric regional innovation systems.
DOI: 10.17632/rkcw52fxdc.1
title: Data for: Phylogenomic analyses reveal a Paleozoic radiation and support a freshwater origin for clitellate annelids

description: This archive includes data matrices, tree files, bioinformatics pipeline scripts and files used for ancestral habitat reconstructions
DOI: 10.17632/yfp368tf32.1
title: Data on combustion chamber measurements of a diesel engine fuelled with biodiesel of Jatropha curcas and Fatty Acid Distillates

description: Data in this dataset covers in-cylinder pressure and volume, crank angle degrees as time magnitude, first derivate of in-cylinder pressure, admission pressure and injection pressure in a diesel engine fuelled with biodiesel. This data brings additional information such as ignition delay and rate of heat released. As condensed information, some graphs were obtained and are into the database such as in-cylinder vs. CAD, first derivate of in-cylinder pressure vs. CAD and ROHR vs. CAD. The data shows the measurements of the cylinder pressure behavior of biodiesel from two different sources, which are both of interest of bioenergy industry at local scenarios (Jatropha curcas anda Fatty Acid Distillates). Through this data, a more accurate approach to engines performance and combustion can be reach, enhancing combustion efficiency and understanding of differences with standard diesel fuel.
DOI: 10.17632/38npddpnts.1
title: Carbon and nitrogen concentrations and isotopes for the vegetation types in Brazil

description: A total of 6480 tree leaf samples were collected from 57 sites of the major Brazilian biomes encompassing the following main vegetation types according to IBGE (2012) classification. All samples included in this paper were analyzed at the Laboratory of Isotope Ecology of the Center for Nuclear Energy in Agriculture (CENA), University of São Paulo (USP).
DOI: 10.17632/jjmg95zkyx.1
title: A meiosis-specific factor C19orf57/4930432K21Rik/BRME1 modulates localization of RAD51 and DMC1 recombinases to DSBs in mouse meiotic recombination Takemoto et al

description: Original data A meiosis-specific factor C19orf57/4930432K21Rik/BRME1 modulates localization of RAD51 and DMC1 recombinases to DSBs in mouse meiotic recombination Kazumasa Takemoto1 2, Naoki Tani3, Yuki Takada-Horisawa1, Sayoko Fujimura3, Nobuhiro Tanno1, Mariko Yamane5, Kaho Okamura1, Michihiko Sugimoto 2, Kimi Araki2 4 and Kei-ichiro Ishiguro1 6* 1 Department of Chromosome Biology, Institute of Molecular Embryology and Genetics (IMEG), Kumamoto University, Kumamoto, 860-0811 Japan 2 Institute of Resource Development and Analysis, Kumamoto University 3 Liaison Laboratory Research Promotion Center, IMEG, Kumamoto University 4 Center for Metabolic Regulation of Healthy Aging, Kumamoto University, Kumamoto, 860-0811 Japan 5 RIKEN, Center for Biosystems Dynamics Research 6 Lead contact * correspondence : ishiguro@kumamoto-u.ac.jp
DOI: 10.17632/jtk95t7zm9.1
title: ReproZip Examples

description: A set of examples to show the packing and unpacking capabilities of the open source tool, ReproZip.
DOI: 10.17632/p858yck56r.1
title: Data for: Barely visible impact damage detection and location on aerospace-grade composite materials with in-flight compatible fibre Bragg grating sensors

description: This dataset contains the spectral data acquired before and after every BVID application and the summarized processed data from which the graphs and tables in the article were generated.
DOI: 10.17632/r24rdxt73j.2
title: Remotely sensed ensemble of the water cycle

description: We present a new REmotely Sensed ENsemble of the water cycle (REESEN). The REESEN approach generates a large number of realizations of the remotely sensed water budget and enforces closure for each realization. The REESEN approach is applied to 24 large river basins from Oct. 2002- Dec. 2014. Three water balance closure algorithms are evaluated, ranging from simple redistribution of residuals to more complex Kalman-filtering and multiple-collocation approaches, to understand the impact of algorithm choice on the resulting water budget partitioning. Therefore, three REESEN ensembles are generated at each basin, one for each closure technique. Compared with a published climate data record, the ensemble shows strong agreement for precipitation, evapotranspiration and changes in storage (R2: 0.91-0.95), with less agreement for streamflow (R2: 0.42-0.47), which may be indicative of LSM biases in the climate data record. Water balance residual errors resulting from combinations of raw products vary significantly (p&lt;0.001) with latitude, with a tendency for positive biases for low- and mid-latitude basins, and negative biases elsewhere. Overall, residual errors are equivalent to 15% of total precipitation when averaged across all data products and basins. Enforcing water balance closure reduces uncertainty relative to raw retrievals for 88%-100% of all timesteps. This observation-based dataset is distinct from modeled estimates and therefore has the potential to preserve important information of anthropogenic effects on the water balance. For example, the ensemble shows higher evapotranspiration and greater storage depletion than the model-based climate data record during months of heavy irrigation over the Sacramento-San Joaquin basin system. MATLAB files were created for REESEN ensembles used in Abolafia-Rosenzweig et al. (2020). There is one file for each basin system and each closure algorithm: proportional redistribution (PR), multiple collocation (MCL), constrained Kalman filter (CKF). The file descriptions are described in the README. Shapefiles used in the study (Fig. 1 of Abolafia-Rosenzweig et al., 2020) are in corresponding folders to each basin.
DOI: 10.17632/rkx9p7d3mc.4
title: Understandability of Global Post-hoc Explanations of Black-box Models: Dataset and Analysis

description: The dataset contains the data collected in a user study carried out to evaluate the impact of using domain knowledge, ontologies, in the creation of global post-hoc explanations of black-box models. The research hypothesis was that the use of ontologies could enhance the understandability of explanations by humans. To validate this research hypothesis we ran a user study where participants were asked to carry out several tasks. In each task, the answers, time of response, and user understandability and confidence were collected and measured. The data analysis revealed that the use of ontologies do enhance the understandability of explanations of black-box models by human users, in particular, in the form of decision trees explaining artificial neural networks.
DOI: 10.25346/s6/wfc3kg/d5dtln
title: gapminder_wide.tab

description: gapminder data for workshops
DOI: 10.15139/s3/rvvdy8
title: 2018 survey data regarding libraries preservation of scores with spiral and comb bindings

description: Raw survey data collected between April 2 and April 25, 2018, used as the basis for an article describing why and how music libraries preserve scores with spiral and comb bindings.
DOI: 10.17632/4kczwc59v4.1
title: The Perceived Risk of Freshwater Oil Pipelines and Spills in Icy Conditions

description: Using the psychometric paradigm of risk in conjunction with surveys of the Michigan public (n = 569) and a regional planning organization (n = 65), we examine the perceived risk associated with underwater oil pipelines, the Enbridge Line 5 pipeline in particular, and oil spills under ice. The fate of Line 5 is heavily debated in Michigan, specifically the portion that traverses the Straits of Mackinac, which can be ice-covered for months. Scant literature examines either our capabilities for detecting and remediating oil spills in ice-covered conditions or how individuals perceive the risk associated with Line 5 or its alternatives. Here we identify considerable concern regarding both the pipeline and the potential for spills under ice on behalf of the public, and increased concern about spills under ice on behalf of the planning organization. Organization members' concerns are significantly predicted by beliefs about the difficulty in remediating spills, however not by beliefs about spills' likelihood, detection, noticeability, or consequences. Our results identify the need to better understand the fate of oil captured under ice, develop practical guidelines for remediating such spills, and use decision-making processes that explicitly analyze the social, economic and environmental tradeoffs of underwater pipelines.
DOI: 10.17632/b8fdbykmbx.1
title: Tectonic evolution of the Eastern Moroccan Meseta: from Late Devonian fore-arc sedimentation to Early Carboniferous collision of an Avalonian promontory

description: Text S1 - Analytical methods: LA-ICPMS analyses Text S2 - Analytical methods: Hf analyses Figures S1 to S5 - Cathodoluminescence images of representative zircon grains Table S1: U-Pb data Table S2: Hf data
DOI: 10.17632/b8fdbykmbx.2
title: Tectonic evolution of the Eastern Moroccan Meseta: from Late Devonian fore-arc sedimentation to Early Carboniferous collision of an Avalonian promontory

description: Text S1 - Analytical methods: LA-ICPMS analyses Text S2 - Analytical methods: Hf analyses Figures S1 to S5 - Cathodoluminescence images of representative zircon grains Table S1: U-Pb data Table S2: Hf data
DOI: 10.17632/b8fdbykmbx.3
title: Tectonic evolution of the Eastern Moroccan Meseta: from Late Devonian fore-arc sedimentation to Early Carboniferous collision of an Avalonian promontory

description: Text S1 - Analytical methods: LA-ICPMS analyses Text S2 - Analytical methods: Hf analyses Figures S1 to S5 - Cathodoluminescence images of representative zircon grains Table S1: U-Pb data Table S2: Hf data