cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.7142002
title: SNEMI3D: 3D Segmentation of neurites in EM images

description: In this challenge, a full stack of electron microscopy (EM) slices will be used to train <strong>machine-learning algorithms</strong> for the purpose of <strong>automatic</strong> <strong>segmentation of neurites in 3D</strong>. This imaging technique visualizes the resulting volumes in a highly anisotropic way, i.e., the x- and y-directions have a high resolution, whereas the z-direction has a low resolution, primarily dependent on the precision of serial cutting. EM produces the images as a projection of the whole section, so some of the neural membranes that are not orthogonal to a cutting plane can appear very blurred. None of these problems led to major difficulties in the manual labeling of each neurite in the image stack by an expert human neuro-anatomist. In order to gauge the current state-of-the-art in automated neurite segmentation on EM and compare between different methods, we are organizing a 3D Segmentation of neurites in EM images (SNEMI3D) challenge in conjunction with the ISBI 2013 conference. For this purpose, we are making available a large training dataset of mouse cortex in which the neurites have been manually delineated. In addition, we also provide a test dataset where the 3D labels are not available. The aim of the challenge is to compare and rank the different competing methods based on their<strong> object classification accuracy</strong> in three dimensions. The <strong>image data</strong> used in the challenge was produced by Lichtman Lab at Harvard University (Daniel R. Berger, Richard Schalek, Narayanan "Bobby" Kasthuri, Juan-Carlos Tapia, Kenneth Hayworth, Jeff W. Lichtman) and manually annotated by Daniel R. Berger. Their corresponding biological findings were published in Cell (2015).
DOI: 10.13145/bacdive456.20211221.6
title: Marinimicrobium agarilyticum Lim et al. 2006

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive457.20211221.6
title: Marinobacterium stanieri (Baumann et al. 1983) Satomi et al. 2002

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive458.20211221.6
title: Marinobacterium jannaschii (Bowditch et al. 1984) Satomi et al. 2002

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive459.20211221.6
title: Marinobacterium iners (Iizuka and Komagata 1964) Tindall 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive460.20211221.6
title: Marinobacterium halophilum Chang et al. 2007

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive461.20211221.6
title: Marinobacterium litorale Kim et al. 2007

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive462.20211221.6
title: Marinobacterium rhizophilum Kim et al. 2008

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive463.20211221.6
title: Marinobacterium lutimaris Kim et al. 2010

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive464.20211221.6
title: Microbulbifer elongatus (Humm 1946) Yoon et al. 2003

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive465.20211221.6
title: Microbulbifer hydrolyticus González et al. 1997

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive466.20211221.6
title: Microbulbifer thermotolerans Miyazaki et al. 2008

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive467.20211221.6
title: Microbulbifer agarilyticus Miyazaki et al. 2008

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive468.20211221.6
title: Microbulbifer epialgicus Nishijima et al. 2009

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive469.20211221.6
title: Microbulbifer taiwanensis Kämpfer et al. 2012

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive470.20211221.6
title: Saccharophagus degradans Ekborg et al. 2005

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive471.20211221.6
title: Salinimonas chungwhensis Jeon et al. 2005

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive472.20211221.6
title: Bowmanella denitrificans Jean et al. 2006

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive473.20211221.6
title: Marinobacter nauticus (Baumann et al. 1972) Tindall 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive474.20211221.6
title: Marinobacter nauticus (Baumann et al. 1972) Tindall 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive475.20211221.6
title: Marinobacter nauticus (Baumann et al. 1972) Tindall 2020

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive476.20211221.6
title: Marinobacter sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive477.20211221.6
title: Marinobacter sp.

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive478.20211221.6
title: Marinobacter lipolyticus Martín et al. 2003

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive479.20211221.6
title: Marinobacter sediminum Romanenko et al. 2005

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive480.20211221.6
title: Marinobacter bryozoorum Romanenko et al. 2005

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive481.20211221.6
title: Marinobacter flavimaris Yoon et al. 2004

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive482.20211221.6
title: Marinobacter algicola Green et al. 2006

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive483.20211221.6
title: Marinobacter daepoensis Yoon et al. 2004

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive484.20211221.6
title: Marinobacter lutaoensis Shieh et al. 2003

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive485.20211221.6
title: Marinobacter koreensis Kim et al. 2006

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive486.20211221.6
title: Marinobacter maritimus Shivaji et al. 2005

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive487.20211221.6
title: Marinobacter vinifirmus Liebgott et al. 2006

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive488.20211221.6
title: Marinobacter gudaonensis Gu et al. 2007

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive489.20211221.6
title: Marinobacter salsuginis Antunes et al. 2007

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive490.20211221.6
title: Marinobacter goseongensis Roh et al. 2008

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive491.20211221.6
title: Marinobacter santoriniensis Handley et al. 2009

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive492.20211221.6
title: Marinobacter oulmenensis Kharroub et al. 2011

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive493.20211221.6
title: Marinobacter adhaerens Kaeppel et al. 2012

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive494.20211221.6
title: Marinobacter zhanjiangensis Zhuang et al. 2012

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive495.20211221.6
title: Haliea salexigens Urios et al. 2008

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive496.20211221.6
title: Pseudohaliea rubra (Urios et al. 2009) Spring et al. 2013

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive497.20211221.6
title: Parahaliea mediterranea (Lucena et al. 2010) Lin et al. 2015

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.13145/bacdive498.20211221.6
title: Aliagarivorans marinus Jean et al. 2009

description: The range of data encompasses taxonomy, morphology, physiology, sampling and concomitant environmental conditions as well as molecular biology.
DOI: 10.5283/epub.54508
title: Data archive of "Feynman-Vernon influence functional approach to quantum transport in interacting nanojunctions: An analytical hierarchical study" / Luca Magazzù und Milena Grifoni. Phys. Rev. B 105, 125417 (2022)
DOI: 10.18112/openneuro.ds004444.v1.0.1
title: The BMI-HDEEG dataset 1
DOI: 10.18112/openneuro.ds004446.v1.0.1
title: The BMI-HDEEG dataset 2
DOI: 10.18112/openneuro.ds004447.v1.0.1
title: The BMI-HDEEG dataset 3
DOI: 10.18112/openneuro.ds004448.v1.0.1
title: The BMI-HDEEG dataset 4
DOI: 10.5281/zenodo.5627945
title: Data associated with the Turbet et al. 2023 manuscript (GCM simulations of TRAPPIST-1b, c and d)

description: GCM simulations of TRAPPIST-1b, c and d, assuming H2O- and CO2-dominated atmospheres (in netCDF format). The GCM simulations were performed with the Generic PCM, historically known as the LMD Generic GCM. The simulations were used in the Turbet et al. 2023 manuscript.
DOI: 10.5281/zenodo.5627944
title: Data associated with the Turbet et al. 2023 manuscript (GCM simulations of TRAPPIST-1b, c and d)

description: GCM simulations of TRAPPIST-1b, c and d, assuming H2O- and CO2-dominated atmospheres (in netCDF format). The GCM simulations were performed with the Generic PCM, historically known as the LMD Generic GCM. The simulations were used in the Turbet et al. 2023 manuscript.
DOI: 10.5281/zenodo.8163964
title: Reflective Microscopy Dataset on the Formation of Zr-Based Conversion Coating on Al2024

description: The accompanying files contain the raw optical images and initial data processing results, conducted in Python environments, related to the spontaneous formation of a Zirconium-based conversion coating (CC) on an Al2024 alloy. The files designated as 16-47-51.761.zip and similar, contain the raw optical images that chronicle the continuous observation of CC formation over a span of up to 40 minutes. The naming convention of these files is representative of the hours-minutes-seconds.milliseconds timestamp when the data recording began. Image capture commenced at a rate of 5 frames per second (Hz), and subsequent images were acquired at a rate of 1 Hz. This timestamped naming approach also extends to the individual raw images, reflecting the precise time at which each image was taken. Each image measures 2000x2000 pixels, with an individual pixel resolution of 240 nanometers and a pixel depth of 12 bit. The file labeled Image_processing.ipynb is a Jupyter lab notebook containing the image processing routine, implemented in Python 3 programming language. A PDF version of this notebook, for ease of printing and viewing, is available in the file named IMAGE_PROCESSING.pdf. This script has generated a selection of images and videos, which can be found within the Generated_images.zip and Generated_videos.zip folders. The normalized_intensity.png file contains the most pivotal plot, which displays the normalized intensity as a function of time. This graph is designed to reflect the progression of the CC thickness, interpreted through Fresnel equations. The video files provide unedited footage of the first 3 minutes of the Al surface's exposure to the CC solution, along with the normalized data. A side-by-side comparison of raw and normalized data for a 300x300 pixel image cut is also available in these video files.
DOI: 10.5281/zenodo.8163963
title: Reflective Microscopy Dataset on the Formation of Zr-Based Conversion Coating on Al2024

description: The accompanying files contain the raw optical images and initial data processing results, conducted in Python environments, related to the spontaneous formation of a Zirconium-based conversion coating (CC) on an Al2024 alloy. The files designated as 16-47-51.761.zip and similar, contain the raw optical images that chronicle the continuous observation of CC formation over a span of up to 40 minutes. The naming convention of these files is representative of the hours-minutes-seconds.milliseconds timestamp when the data recording began. Image capture commenced at a rate of 5 frames per second (Hz), and subsequent images were acquired at a rate of 1 Hz. This timestamped naming approach also extends to the individual raw images, reflecting the precise time at which each image was taken. Each image measures 2000x2000 pixels, with an individual pixel resolution of 240 nanometers and a pixel depth of 12 bit. The file labeled Image_processing.ipynb is a Jupyter lab notebook containing the image processing routine, implemented in Python 3 programming language. A PDF version of this notebook, for ease of printing and viewing, is available in the file named IMAGE_PROCESSING.pdf. This script has generated a selection of images and videos, which can be found within the Generated_images.zip and Generated_videos.zip folders. The normalized_intensity.png file contains the most pivotal plot, which displays the normalized intensity as a function of time. This graph is designed to reflect the progression of the CC thickness, interpreted through Fresnel equations. The video files provide unedited footage of the first 3 minutes of the Al surface's exposure to the CC solution, along with the normalized data. A side-by-side comparison of raw and normalized data for a 300x300 pixel image cut is also available in these video files.
DOI: 10.6084/m9.figshare.23716611
title: <strong>Δ-Learning applied to coarse-grained homogeneous liquids (Raw Data)</strong>

description: This dataset contains the raw values for the figures in the manuscript "Δ-Learning applied to coarse-grained homogeneous liquids" by Khot and Savoie, published in JPC.
DOI: 10.6084/m9.figshare.21681107
title: Slip rate data compilation and depth conversion data

description: Data supporting article titled A snapshot of the earliest stages of normal fault growth<br> <br>
DOI: 10.6084/m9.figshare.21681107.v4
title: Slip rate data compilation and depth conversion data

description: Data supporting article titled A snapshot of the earliest stages of normal fault growth<br> <br>
DOI: 10.6084/m9.figshare.21681107.v3
title: Slip rate data compilation and depth conversion data

description: Data supporting article titled A snapshot of the earliest stages of normal fault growth<br> <br>
DOI: 10.2908/tin00146
title: Turnover of the non-financial business economy by size class of employment
title: Chiffre d'affaires de l'économie marchande non-financière par classe de taille d'entreprise
title: Umsatz der nicht-finanziellen gewerblichen Wirtschaft nach Beschäftigungs-Größenklassen

description: Umsatz ist die Gesamtsumme (abzüglich der MWSt) aller Verkäufe von Gütern und Dienstleistungen eines Unternehmens eines bestimmten Sektors während der Referenzperiode. Die Daten sind nach Größenklassen der Beschäftigtenzahl strukturiert
description: Turnover is the total of all sales (excluding VAT) of goods and services carried out by the enterprises of a given sector during the reference period. The data is broken down by size classes of persons employed.
description: Le chiffre d'affaires est le total de toutes les ventes (hors TVA) de biens et services effectués par les entreprises d'un secteur donné au cours de la période de référence.Les données sont ventilées par classes de taille des personnes occupées.
DOI: 10.2908/tin00014
title: Credit institutions: balance sheet total
title: Établissements de crédit: total du bilan
title: Kreditinstitute: Bilanzsumme

description: Diese Variable besteht aus der Summe aller Posten auf der Aktivseite oder der Summe aller Posten auf der Passivseite. Der Indikator vermittelt einen Überblick über die wirtschaftliche Bedeutung der Kreditinstitute.
description: This variable consists of the sum of all items of the assets side or the sum of all items of the liabilities side. This indicator gives an idea of the economic importance of credit institutions.
description: Cette variable consiste en la somme de tous les postes à l'actif ou la somme de tous les postes au passif. Cet indicateur donne une idée de l'importance économique des établissements de crédit.
DOI: 10.2908/tin00148
title: Persons employed in the non-financial business economy by size class of employment
title: Nombre de personnes occupées dans l'économie marchande non-financière par classe de taille d'entreprise
title: Zahl der Beschäftigten der nicht-finanziellen gewerblichen Wirtschaft nach Beschäftigungs-Größenklassen

description: Die Anzahl der Beschäftigten ist definiert als die Gesamtzahl der Beschäftigten in den verschiedenen Sektoren: sozialversicherungspflichtig Beschäftigte, nicht-regulär Beschäftigte (z.B. Familienmitglieder, Versandpersonal) unter Ausschluss von Zeitarbeits-BeschäftigtenDie Daten sind nach Größenklassen der Beschäftigtenzahl strukturiert. Länderdaten sind in Einheiten ausgedrückt, europäische Aggregate (EU27 (2007-2013)) in Hunderten.
description: The number of persons employed is defined as the total number of persons working in the various industries: employees, non employees (e.g. family workers, delivery personnel) with the exception of agency workers. The data is broken down by size classes of persons employed. Country data are expressed in units. European aggregates (EU27 (2007-2013)) are expressed in 100.
description: Le nombre de personnes occupées se définit comme le nombre total de personnes travaillant dans les différentes industries: salariés, non salariés (par exemple, les travailleurs familiaux, les livreurs), à l'exception des travailleurs intérimaires. Les données sont ventilées par classes de taille des personnes occupées. Les données par pays sont exprimées en unités, les agrégats européens (UE27 (2007-2013)) sont exprimées en 100.
DOI: 10.2908/tin00017
title: Credit institutions: interest receivable and similar income
title: Établissements de crédit: intérêts à recevoir et revenus similaires
title: Kreditinstitute: Zinserträge und ähnliche Erträge

description: Gesamteinkommen der Kreditinstitute, das sich aus Aktiva wie Forderungen, Schuldtitel öffentlicher Stellen und ähnlichen Wertpapieren zusammensetzt. Dazu zählen auch Gebühren und Provisionen mit Zinscharakter, die nach dem Zeitablauf oder nach der Höhe der Forderung bzw. der Verbindlichkeit berechnet werden.
description: All income received by credit institutions from assets such as loans and advances, treasury bills, fixed income securities. It also includes fees and commissions similar in nature to interest and calculated on a time basis or by reference to the amount of the claim or liability.
description: Tous les revenus reçus par des établissements de crédit et provenant d'actifs comme des prêts et des avances, des bons du Trésor, des valeurs à revenu fixe. Sont inclus également des frais et commissions de nature semblable aux intérêts et calculés sur une base temporelle ou par référence au montant de la créance ou de la dette.
DOI: 10.2908/tin00019
title: Insurance, by type of enterprise
title: Compagnies d'assurances, par type d'entreprise
title: Versicherungsunternehmen, by Typ der Unternehmen

description: Gesamtzahl der Lebensversicherungsunternehmen, die zumindest während eines Teils des Referenzzeitraums tätig waren. Die Sparte Lebensversicherung umfasst die nicht fondsgebundene Lebensversicherung, die fondsgebundene Lebensversicherung, die Tontinenversicherung, die Kapitalisierungsversicherung und die sonstige Lebensversicherung.
description: A count of the number of all life insurance enterprises active during at least a part of the reference period. Life insurance comprises non-linked life insurance, linked life insurance, tontine insurance, capital redemption insurance and other life insurance.
description: Dénombrement de toutes les entreprises d'assurances vie en activité pendant au moins une partie de la période de référence. L'assurance vie comprend les assurances vie à capital variable et fixe, les assurances de tontine, les assurances de remboursement de capital et les autres assurances vie.