cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.14790681
title: Supplementary Material for: Mortality in Patients with Brainstem Cavernous Malformations

description: <b><i>Objective:</i></b> Brainstem cavernous malformations (BSCM)-associated mortality has been reported up to 20% in patients managed conservatively, whereas postoperative mortality rates range from 0 to 1.9%. Our aim was to analyze the actual risk and causes of BSCM-associated mortality in patients managed conservatively and surgically based on our own patient cohort and a systematic literature review. <b><i>Methods:</i></b> Observational, retrospective single-center study encompassing all patients with BSCM that presented to our institution between 2006 and 2018. In addition, a systematic review was performed on all studies encompassing patients with BSCM managed conservatively and surgically. <b><i>Results:</i></b> Of 118 patients, 54 were treated conservatively (961.0 person years follow-up in total). No BSCM-associated mortality was observed in our conservatively as well as surgically managed patient cohort. Our systematic literature review and analysis revealed an overall BSCM-associated mortality rate of 2.3% (95% CI: 1.6–3.3) in 22 studies comprising 1,251 patients managed conservatively and of 1.3% (95% CI: 0.9–1.7) in 99 studies comprising 3,275 patients with BSCM treated surgically. <b><i>Conclusion:</i></b> The BSCM-associated mortality rate in patients managed conservatively is almost as low as in patients treated surgically and much lower than in frequently cited reports, most probably due to the good selection nowadays in regard to surgery.
DOI: 10.18452/22951
title: R package description data from CRAN up until 2020

description: R (Ihaka & Gentleman (1996)) ist eine wissenschaftliche Programmiersprache, deren Quelltexte in Pakete zusammen gefasst werden kann um von anderen weiter genutzt zu werden. Das Comprehensive R Archive Network (CRAN, URL: https://cran.r-project.org/) ist ein kontrolliertes Repositorium für R-Pakete und besteht seit 1997. Die Software auf CRAN ist Open-Source-lizensiert. Der hier zur Verfügung gestellte Datensatz besteht aus am 1. Januar 2021 verfügbaren "description"-Daten für R-Pakete auf CRAN.
description: R (Ihaka & Gentleman (1996)) is a scientific software programming language, whose software source code can be packaged to be reused by others. The Comprehensive R Archive Network (CRAN, URL: https://cran.r-project.org/) is a controlled repository for R packages, active since 1997. All software provided on CRAN is licensed as open source. The hereby provided dataset consists of all available description data for R packages on CRAN on January 1, 2021.
DOI: 10.24341/tethys.46
title: Geodaten - Blatt 101 Eisenerz (1:50.000)
title: Geodata - sheet 101 Eisenerz (1:50.000)

description: Die Geodaten wurden aus dem Kartenwerk GK50 „Geologische Karte der Republik Österreich 1:50.000“ abgeleitet. Die Datengrundlage basiert auf einer umfassenden Datenerhebung im Rahmen der gesetzlich verankerten geologischen Landesaufnahme von Österreich, welche eine umfangreiche Literaturrecherche, die Geländekartierung, sowie die Probenahme mit wissenschaftlichen Analysen und Messungen beinhaltet. Die im BMN-Blattschnitt veröffentlichten Geodaten entsprechen dem aktuellen Wissensstand zum Zeitpunkt des Kartendruckes und können geringfügig von den Originalen abweichen.
description: This data publication is part of the map series "Geological Map of the Republic of Austria 1:50.000" (GK50), published between 1977 and 2017 consisting of 89 spatial data sets. A detailed data description is provided with the map data and can be downloaded together with the data publication.
description: Die vorliegende Datenpublikation ist ein Bestandteil der Kartenserie „Geologische Karte der Republik Österreich 1:50.000“ (GK50), die im Zeitraum zwischen 1977 und 2017 veröffentlicht wurden und aus insgesamt 89 Geodatensätzen besteht. Eine ausführliche Datenbeschreibung wird mit den Kartendaten bereitgestellt und kann direkt zu jeder Publikation heruntergeladen werden.
DOI: 10.3886/e117202
title: Data and Code for: "Capital Markets in China and Britain, 1770 - 1860: Evidence from Grain Prices"

description: Based on the most comprehensive grain prices available, we employ a storage model to estimate consistent interest rates and compare capital market development in Britain and China. Interest rates for Britain were lower than China’s on average by about three percentage points from 1770 to 1860. Regional capital market integration in the Yangzi Delta comes close to the British average at distances below 200 kilometers, but at larger distances interest rate correlations in Britain are twice those of the Delta, and three or more times as high as elsewhere in China. Overall, our results suggest capital market divergence at an early date.
description: capital market integration in China and Britain in 1770-1860.
DOI: 10.3886/e117202v1
title: Data and Code for: "Capital Markets in China and Britain, 1770 - 1860: Evidence from Grain Prices"

description: Based on the most comprehensive grain prices available, we employ a storage model to estimate consistent interest rates and compare capital market development in Britain and China. Interest rates for Britain were lower than China’s on average by about three percentage points from 1770 to 1860. Regional capital market integration in the Yangzi Delta comes close to the British average at distances below 200 kilometers, but at larger distances interest rate correlations in Britain are twice those of the Delta, and three or more times as high as elsewhere in China. Overall, our results suggest capital market divergence at an early date.
description: capital market integration in China and Britain in 1770-1860.
DOI: 10.24341/tethys.47
title: Geodaten - Blatt 105 Neunkirchen (1:50.000)
title: Geodata - sheet 105 Neunkirchen (1:50.000)

description: Die Geodaten wurden aus dem Kartenwerk GK50 „Geologische Karte der Republik Österreich 1:50.000“ abgeleitet. Die Datengrundlage basiert auf einer umfassenden Datenerhebung im Rahmen der gesetzlich verankerten geologischen Landesaufnahme von Österreich, welche eine umfangreiche Literaturrecherche, die Geländekartierung, sowie die Probenahme mit wissenschaftlichen Analysen und Messungen beinhaltet. Die im BMN-Blattschnitt veröffentlichten Geodaten entsprechen dem aktuellen Wissensstand zum Zeitpunkt des Kartendruckes und können geringfügig von den Originalen abweichen.
description: Die vorliegende Datenpublikation ist ein Bestandteil der Kartenserie „Geologische Karte der Republik Österreich 1:50.000“ (GK50), die im Zeitraum zwischen 1977 und 2017 veröffentlicht wurden und aus insgesamt 89 Geodatensätzen besteht. Eine ausführliche Datenbeschreibung wird mit den Kartendaten bereitgestellt und kann direkt zu jeder Publikation heruntergeladen werden.
description: This data publication is part of the map series "Geological Map of the Republic of Austria 1:50.000" (GK50), published between 1977 and 2017 consisting of 89 spatial data sets. A detailed data description is provided with the map data and can be downloaded together with the data publication.
DOI: 10.5255/ukda-sn-854913
title: Global Adoption of Basel Standards, 2004-2015

description: This dataset contains time-series data on the extent of countries' adoption of the Basel banking standards, disaggregated by individual components that make up the standards. The majority of the data has been coded from the Financial Stability Institute's surveys of adoption of Basel standards in countries outside of the Basel Committee on Banking Standards.1 The surveys were conducted annually 2012–2015, with responding countries indicating the year they initially introduced individual rules as part of the Basel banking standards. This allows us to backdate the date a rule was initially adopted, creating a time-series of adoption from 2004 to 2015.
DOI: 10.24341/tethys.48
title: Geodaten - Blatt 94 Hallein (1:50.000)
title: Geodata - sheet 94 Hallein (1:50.000)

description: Die Geodaten wurden aus dem Kartenwerk GK50 „Geologische Karte der Republik Österreich 1:50.000“ abgeleitet. Die Datengrundlage basiert auf einer umfassenden Datenerhebung im Rahmen der gesetzlich verankerten geologischen Landesaufnahme von Österreich, welche eine umfangreiche Literaturrecherche, die Geländekartierung, sowie die Probenahme mit wissenschaftlichen Analysen und Messungen beinhaltet. Die im BMN-Blattschnitt veröffentlichten Geodaten entsprechen dem aktuellen Wissensstand zum Zeitpunkt des Kartendruckes und können geringfügig von den Originalen abweichen.
description: This data publication is part of the map series "Geological Map of the Republic of Austria 1:50.000" (GK50), published between 1977 and 2017 consisting of 89 spatial data sets. A detailed data description is provided with the map data and can be downloaded together with the data publication.
description: Die vorliegende Datenpublikation ist ein Bestandteil der Kartenserie „Geologische Karte der Republik Österreich 1:50.000“ (GK50), die im Zeitraum zwischen 1977 und 2017 veröffentlicht wurden und aus insgesamt 89 Geodatensätzen besteht. Eine ausführliche Datenbeschreibung wird mit den Kartendaten bereitgestellt und kann direkt zu jeder Publikation heruntergeladen werden.
DOI: 10.5281/zenodo.4964303
title: Subjective human thresholds over computer generated images

description: Realistic image computation mimics the natural process of acquiring pictures by simulating the physical interactions of light between all the objects, lights and cameras lying within a modelled 3D scene. This process is known as global illumination and was formalised by Kajiya with the following rendering Equation:<br> \(\begin{equation} \label{eq:rendering_equation} L_o(x, \omega_o) = {L_e(x, \omega_o)} + \int_{\Omega}^{} {L_i(x, \omega_i)} \cdot f_r(x, \omega_i \rightarrow \omega_o) \cdot \cos \theta_i d\omega_i \end{equation}\) where: \(L_o(x, \omega_o)\) is the luminance traveling from point \(x\) in direction \(\omega_o\); \(L_e(x, \omega_o)\) is point \(x\) emitted luminance (it is null if point x does not lie on a ligth source surface); the integral represents the set of luminances \(L_i\)incident in \(x \) from the hemisphere of the directions \(\Omega\) and reflected in the direction \(\omega_o\). The reflected luminances are weighted by the materials reflecting properties (bidirectionnal reflectance function \(f_r(x, \omega_i \rightarrow \omega_o)\)) and the cosinus of the incident angle. This equation cannot be analytically solved and Monte Carlo approaches are generally used to estimate the value of the pixels of the final image. This proposed dataset is composed of 80 points of view of photo realistics images with different level of samples (following the Monte Carlo approach) for each. Each image is 800 x 800 pixels in size. The most noisy image is of 20 samples and the reference one (the most converged image obtained) is of 10000 samples. The pbrt rendering engine (version 3) was used to generate these images. By exploiting these levels of samples obtained and therefore of noise perceptible in the images, average subjective human thresholds were collected. For this purpose, the images were divided into 16 areas of 200 x 200 pixels in size for each point of view. The proposed image database is composed of the following files: <strong>human-thresholds.csv</strong> : the set of human subjective thresholds obtained on 40 points of view. A line is composed of the name of the point of view followed by all the thresholds obtained for each of the 16 zones; <strong>SIN3D_dataset.tar.gz</strong> : is an archive containing all the images from 20 to 10000 samples in steps of 20 samples for each point of view (i.e. 500 images per point of view). Each folder in the archive corresponds to a point of view. <em>This image database has been exploited in order to propose an objective model for noise detection in photo-realistic computer-generated images (article referenced to this image database).</em> <strong>Note:</strong> Some of the proposed scenes come from: https://pbrt.org/scenes-v3 https://benedikt-bitterli.me/resources/ <strong>Funding:</strong> This research was funded by ANR support: project ANR-17-CE38-0009.
description: {"references": ["Buisine, J\u00e9r\u00f4me, et al. \"Stopping Criterion during Rendering of Computer-Generated Images Based on SVD-Entropy.\" Entropy 23.1 (2021): 75."]}
DOI: 10.34740/kaggle/dsv/2339344
title: 2021 World Population (updated daily)
DOI: 10.6084/m9.figshare.14785053
title: Metadata for "Widely different correlation patterns between pairs of adjacent thalamic neurons in vivo"

description: Metadata describing neurons used in the publication "Widely different correlation patterns between pairs of adjacent thalamic neurons in vivo ".Data includes average firing frequency, response latency, recording location, firing behaviour metrics, decoding performance and paired correlation parameters.
DOI: 10.6084/m9.figshare.14784978.v1
title: Spiketimes for "Widely different correlation patterns between pairs of adjacent thalamic neurons in vivo"

description: Recorded spiketimes and stimulation times for neurons included in "Widely different correlation patterns between pairs of adjacent thalamic neurons in vivo"
DOI: 10.6084/m9.figshare.14784978
title: Spiketimes for "Widely different correlation patterns between pairs of adjacent thalamic neurons in vivo"

description: Recorded spiketimes and stimulation times for neurons included in "Widely different correlation patterns between pairs of adjacent thalamic neurons in vivo"
DOI: 10.6084/m9.figshare.14785053.v1
title: Metadata for "Widely different correlation patterns between pairs of adjacent thalamic neurons in vivo"

description: Metadata describing neurons used in the publication "Widely different correlation patterns between pairs of adjacent thalamic neurons in vivo ".Data includes average firing frequency, response latency, recording location, firing behaviour metrics, decoding performance and paired correlation parameters.
DOI: 10.34740/kaggle/dsv/2339367
title: YouTube Trending Video Dataset (updated daily)
DOI: 10.6073/pasta/41f9377d977981a2ffdbd8fcefbd91ab
title: Massachusetts Timber Harvesting Study 1984-2003

description: Sustainability of the forest at a regional scale in landscapes dominated by non-industrial private forest (NIPF) ownership depends on the often-independent actions and behaviors of thousands of private families and individuals. These NIPF lands comprise the dominant forest ownership in many parts of the United States, and represent an important part of the greater forest landscape matrix even in parts of the region where industrial and/or public lands dominate. In northeastern states, NIPF lands can represent 75% or more of total forest area. While forest landowner attitudinal survey work in the past several decades has explored reasons for ownership, motivations, and perspectives on traditional management (e.g., do you intend to harvest in the next 10 years?), little if any study has focused on attitudes and, importantly, documented behaviors related to sustainability on their lands. Some landowner attitudes pertaining to the notion of sustainability can be inferred from earlier work (e.g., documented interest in wildlife habitat and nature, aesthetics, and privacy), but these do not directly link to sustainability or timber productivity on their own lands. As the urban-rural interface expands from metropolitan centers, though this wooded landscape may appear to be forested from the air, it no longer sustains a number of benefits upon which society has grown to depend. In particular, timber harvesting declines as a viable and sustainable land use activity. We seek to: 1. Study the decision-making process, priorities, and behaviors of different types of NIPF owners, in terms of sustainable harvesting, and sale/ development; 2. Use landscape-scale spatial data and associated demographic data to assess the extent to which such landscapes can remain sustainable producers of wood products in the face of expanding urban/ suburban influence; and 3. study sites that have sustained harvests and document the successional trajectory, in an effort to estimate the future composition of the forest landscape based on this form of human-induced disturbance. In so doing, we will identify characteristics of a NIPF landscape in which harvesting or the production of timber is no longer sustainable. Sustainable timber production from local forested landscapes plays a role in global environmental quality. In the Illusion of Preservation, Berlik et al argue for decreases in wood consumption, coupled with increases in local wood production, to avoid "exporting" the need to harvest wood from countries that have a negligible environmental safety net. The result of this is that forest that does not sustainably produce wood "at home" in effect shifts the demand to other places, thereby making local preservation an illusion.
DOI: 10.6084/m9.figshare.14790915
title: Candidate sexual orientation and marital status: Survey experiment data and scripts

description: Replication data (SAV) and scripts (R) supporting our publications and working papers.<br>[1] Everitt J and Horvath L (2021) Public Attitudes and Private Prejudices: Assessing Voters’ Willingness to Votefor Out Lesbian and Gay Candidates. Front. Polit. Sci. 3:662095. doi: 10.3389/fpos.2021.662095<br>[2] Everitt J and Horvath L (2021) Sexual Orientation and Stereotyping: Cues about lesbian and gay politicians. Working paper, to be presented at 2021 APSA Annual Meeting, Division 47 Sexuality & Politics
DOI: 10.6084/m9.figshare.14790915.v1
title: Candidate sexual orientation and marital status: Survey experiment data and scripts

description: Replication data (SAV) and scripts (R) supporting our publications and working papers.<br>[1] Everitt J and Horvath L (2021) Public Attitudes and Private Prejudices: Assessing Voters’ Willingness to Votefor Out Lesbian and Gay Candidates. Front. Polit. Sci. 3:662095. doi: 10.3389/fpos.2021.662095<br>[2] Everitt J and Horvath L (2021) Sexual Orientation and Stereotyping: Cues about lesbian and gay politicians. Working paper, to be presented at 2021 APSA Annual Meeting, Division 47 Sexuality & Politics
DOI: 10.5281/zenodo.4341443
title: Health profile of elderly users of a town public program of physical activity: a cross-sectional study

description: This repository contains the full database generated in the study entitled "Health profile of elderly users of public physical activity programs in the city of Porto Alegre" (Hospital de Clínicas de Porto Alegre). This project was approved by the Institutional Review Board (IRB) in 2018 and carried out between 2018-2020.
description: The database is mostly in Portuguese.
DOI: 10.5281/zenodo.4341442
title: Health profile of elderly users of a town public program of physical activity: a cross-sectional study

description: This repository contains the full database generated in the study entitled "Health profile of elderly users of public physical activity programs in the city of Porto Alegre" (Hospital de Clínicas de Porto Alegre). This project was approved by the Institutional Review Board (IRB) in 2018 and carried out between 2018-2020.
description: The database is mostly in Portuguese.
DOI: 10.20385/2567-2347/2017.1/1
title: Marktdaten

description: Die in der Schriftenreihe Trading verwendeten Forschungsdaten beinhalten historische Kurs-daten, geliefert von Lenz+Partner AG (Deutschland), für eine Auswahl an Aktien. Die Datei „Marktdaten“ zeigt diese Auswahl in Form der deutschen Wertpapierkennnummer (Spalte „Titel“), des Handelszeitraums (Spalten „Beginn“ und „Ende“) und des Aktiennamens. Kurs-daten sind in dieser Datei nicht enthalten, sondern liegen in einer umfangreichen Datenbank vor.

Die Marktdaten umfassen 867 Aktien und sind das Ergebnis eines (in der Vergangenheit durchgeführten) Auswahlprozesses mit dem Ziel, Datenqualität und Handelbarkeit der Aktien zu verbessern. Es wurden folgende Bedingungen gefordert:

- Die Aktien werden an der Frankfurter Börse gehandelt. 

- Sie sind in einem der deutschen Aktienindizes DAX, MDAX, TECDAX, SDAX, HDAX, CDAX, Technology All Share, Prime All Share und GEX oder in den amerikanischen Aktienindizes S&P 500 oder Nasdaq 100 gelistet.

- Die Kursdaten der in Frankfurt gehandelten Aktien enden nicht vor 2014.

- Der (unbereinigte) Eröffnungskurs am 30. Dezember 2013 beträgt mindestens 1 EUR. Diese Bedingung soll dazu beitragen, das Handeln von „penny stocks“ zu verhindern.

Die vorliegende Marktdefinition resultierte in 867 Aktien, die frühestens am 11. Dezember 2014 enden, sodass eine problemlose Auswertung der Marktdaten bis zu diesem Zeitpunkt möglich ist. Der Markt ist groß genug, um interessante Kaufbedingungen mit einer aus-reichend großen Anzahl an Kaufkandidaten zu untersuchen.
DOI: 10.5281/zenodo.4965746
title: Lung Cancer multiplex (5-markers) tissue image data

description: Lung cancer tissue image data utilized for the validation of a fully unsupervised method described in Unsupervised Learning of Contextual Information in Multiplex Immunofluorescence Tissue Cytometry It consists of 16 tissue core adenocarcinomas stained by DAPI counterstain, QKI, BRCA, LUT, CK. For more information please refer to https://ieeexplore.ieee.org/document/9098352 The code implementation is available at https://github.com/djimenezsanchez/Contextual_cell_embeddings
DOI: 10.5281/zenodo.4965745
title: Lung Cancer multiplex (5-markers) tissue image data

description: Lung cancer tissue image data utilized for the validation of a fully unsupervised method described in Unsupervised Learning of Contextual Information in Multiplex Immunofluorescence Tissue Cytometry It consists of 16 tissue core adenocarcinomas stained by DAPI counterstain, QKI, BRCA, LUT, CK. For more information please refer to https://ieeexplore.ieee.org/document/9098352 The code implementation is available at https://github.com/djimenezsanchez/Contextual_cell_embeddings
DOI: 10.6084/m9.figshare.14679501.v4
title: Community-based Action Research for Reduction of Leprosy Stigma(CARRELS): A Brief Overview

description: layman summary:<br>It is we known social stigma has been the major contributor to leprosy disease burden. Based on our earlier research which revealed knowledge is not adequate to change the peoples' attitudes and the available literature argues that no program can succeed unless community owns the responsibility, we hypothesised that assigning the responsibility of stigma reduction to community is ultimate stretegy. Inorder to test this hypothesis a action research was tken up with specific objectives to facilitte community towards formulating a plan of action which can be implemented by them and will be effective to solve the leprosy stigma problem in their specific village. TLM Research and Ethics Committee provided ethical clearance for the study.After rapport establishment with village leaders and other influential persons common village meetings were organized, explained of the purpose of the research and taken their consent. After formal FGDs and informal discussions among themselves they all came to a concussion that formation of a village committee named as 'Stigma Reduction Organizing Committee(SROC)' specifically for stigma reduction. SROC is responsible for design and implement community action essentially to take up the things forward by the community under the facilitation of the research project. Executive summary of the l project along with highlights of the activities designed and implemented by SROC in brief and the conclusions are resented thin this document