cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.18419/darus-3301
title: Simulation Data from Motorcycle Sensors in Operational and Crash Scenarios

description: This dataset provides time-dependent simulation results from high-fidelity motorcycle body crash scenarios. 
The set contains the angular as well as linear positions, velocities, and accelerations of different parts of the motorcycle. In addition, force and contact sensor signals are also part of the dataset. 
The driving scenarios include critical, i.e., crash scenarios, as well as non-critical ones. They simulations result from a parametrized scenario description and from scenarios which follow ISO 13232.
&lt;br&gt;
&lt;b&gt;Content&lt;/b&gt;
&lt;ol&gt;
&lt;li&gt; Time trajectories of sensor signals for operational and crash scenarios (*.csv files): time-dependent sensor measurements resulting from a variety of simulated scenarios &lt;/li&gt;
&lt;ul&gt;
 &lt;li&gt;&lt;code&gt;TrainingData.csv&lt;/code&gt; (~40.000 Samples): Scenarios used for training&lt;/li&gt;
 &lt;li&gt;&lt;code&gt;TestData.csv&lt;/code&gt; (~9000 Samples): Scenarios used for testing&lt;/li&gt;
 &lt;li&gt;ControlScenarios (including 39 &lt;code&gt;.csv&lt;/code&gt; files): Scenarios used for validation (including ISO 13232 scenarios)&lt;/li&gt;
&lt;/ul&gt;
&lt;li&gt; Script to load the data with data description (&lt;code&gt;LoadData.py&lt;/code&gt;)&lt;/li&gt;
&lt;/ol&gt;
description: Abstract: Globally, motorcycles attract vast and varied users. However, since the rate of severe injury and fatality in motorcycle accidents far exceeds passenger car accidents, efforts have been directed toward increasing passive safety systems. Impact simulations show that the risk of severe injury or death in the event of a motorcycle-to-car impact can be greatly reduced if the motorcycle is equipped with passive safety measures such as airbags and seat belts. For the passive safety systems to be activated, a collision must be detected within milliseconds for a wide variety of impact configurations, but under no circumstances may it be falsely triggered. For the challenge of reliable detection, this paper presents an investigation into the applicability of machine learning algorithms. First, a series of simulations of accidents and driving operations are introduced to collect data to train machine learning classification models. Their performance is henceforth assessed and compared via multiple representative and application-oriented criteria.
DOI: 10.18419/darus-3301/44
title: Iso_243_Out.tab
DOI: 10.18419/darus-1426/1
title: 4a@30_in_dioxane.zip
DOI: 10.18419/darus-1426/10
title: 4a@25_in_dioxane.zip
DOI: 10.18419/darus-1426/2
title: 4a@60_in_toluene.zip
DOI: 10.18419/darus-1426/3
title: 4a@40_in_dioxane.zip
DOI: 10.18419/darus-1426/8
title: 4a@60_in_ME.zip
DOI: 10.18419/darus-1426/11
title: Compound_4c.zip
DOI: 10.18419/darus-1426/12
title: Compound_3_racemic.zip
DOI: 10.18419/darus-1426/13
title: Compound_3_chiral.zip
DOI: 10.18419/darus-1426/4
title: Compound_3.zip
DOI: 10.18419/darus-1426/5
title: Compound_4d.zip
DOI: 10.18419/darus-1426/6
title: Compound_2.zip
DOI: 10.18419/darus-1426/14
title: Compound_1.zip
DOI: 10.18419/darus-1426/7
title: Compound_7.zip
DOI: 10.18419/darus-1426/9
title: Compound_4e.zip
DOI: 10.18419/darus-1426/15
title: Compound_4b.zip
DOI: 10.18419/darus-1426/16
title: Compound_4a.zip
DOI: 10.18419/darus-1426/17
title: 4a@30_in_ME.zip
DOI: 10.18419/darus-1426/18
title: Compound_13_racemic.zip
DOI: 10.18419/darus-1426/19
title: 4a@60_in_dioxane.zip
DOI: 10.18419/darus-1426/20
title: Compound_S6.zip
DOI: 10.18419/darus-1426/21
title: S4.zip
DOI: 10.18419/darus-1426/22
title: S2.zip
DOI: 10.18419/darus-1426/23
title: 6c and 6c'.zip
DOI: 10.18419/darus-1426/24
title: 9c.zip
DOI: 10.18419/darus-1426/25
title: 9d.zip
DOI: 10.18419/darus-1426/26
title: 12c.zip
DOI: 10.18419/darus-1426/27
title: 5d'.zip
DOI: 10.18419/darus-1426/28
title: S5.zip
DOI: 10.18419/darus-1426/29
title: (Z)-S3.zip
DOI: 10.18419/darus-1426/30
title: 9b.zip
DOI: 10.18419/darus-1426/31
title: S1d.zip
DOI: 10.18419/darus-1426/32
title: 11b.zip
DOI: 10.18419/darus-1426/33
title: S1b.zip
DOI: 10.18419/darus-1426/34
title: 5b.zip
DOI: 10.18419/darus-1426/35
title: 6b.zip
DOI: 10.18419/darus-1426/36
title: 11a.zip
DOI: 10.18419/darus-1426/37
title: 5a and 5a'.zip
DOI: 10.18419/darus-1426/38
title: 12b.zip
DOI: 10.18419/darus-1426/39
title: 12a.zip
DOI: 10.18419/darus-1426/40
title: 13.zip
DOI: 10.18419/darus-1426/41
title: 11d.zip
DOI: 10.18419/darus-1426/42
title: 5d.zip
DOI: 10.18419/darus-1426/43
title: 6a and 6a'.zip
DOI: 10.18419/darus-1426/44
title: S1c.zip
DOI: 10.18419/darus-1426
title: Catalysis Data and NMR Characterization of all Compounds for "Asymmetric Catalysis in Liquid Confinement: Probing the Performance of Novel Chiral Rhodium-Diene Complexes in Microemulsions and Conventional Solvents"

description: In this dataset HPLC (high performance liquid chromatography) chromatograms of the products of the rhodium-catalyzed 1,2-addition and NMR spectra of all prepared ligands, catalysts and catalysis products (NMR) are included. Furthermore, the NMR data of temperature dependent kinetics in dioxane and in the microemulsion (Kinetiken) are listed.
DOI: 10.18419/darus-1426/45
title: Compound_13_chiral.zip
DOI: 10.18419/darus-1752/6
title: benzene.gro

description: Cartesian coordinates of a single benzene molecule in .gro format.
DOI: 10.18419/darus-1752/1
title: min.mdp

description: Simulation parameter file of the energy-minimization step in .mdp format.
DOI: 10.18419/darus-1752/2
title: nvt.mdp

description: Simulation parameter file of the equilibration step in .mdp format.
DOI: 10.18419/darus-1752/4
title: mo3_anion.gro

description: Cartesian coordinates of a molybdenum catalyst anion molecule in .gro format. In the manuscript, this structure is referred to as Mo1.
DOI: 10.18419/darus-1752/5
title: mo3_kation.gro

description: Cartesian coordinates of a molybdenum catalyst cation surface molecule in .gro format. In the manuscript, this structure is referred to as Mo1.
DOI: 10.18419/darus-1752/9
title: mo3_anion.itp

description: Topology file of the molybdenum catalyst anion molecule in .itp format. In the manuscript, this structure is referred to as Mo1.
DOI: 10.18419/darus-1752/10
title: product5.itp

description: Topology file of a product molecule in .itp format. In the manuscript, this structure is referred to as product 8.
DOI: 10.18419/darus-1752/11
title: tmsg.itp

description: Topology file of a geminal TMS surface molecule in .itp format.
DOI: 10.18419/darus-1752/12
title: tms.itp

description: Topology file of a TMS surface molecule in .itp format.
DOI: 10.18419/darus-1752/13
title: substrate5.itp

description: Topology file of a substrate molecule in .itp format. In the manuscript, this structure is referred to as substrate 4.
DOI: 10.18419/darus-1752/14
title: benzene.itp

description: Topology file of a benzene molecule in .itp format.
DOI: 10.18419/darus-1752/3
title: run.mdp

description: Simulation parameter file of the production step in .mdp format.
DOI: 10.18419/darus-1752/7
title: substrate5.gro

description: Cartesian coordinates of a single substrate molecule in .gro format. In the manuscript, this structure is referred to as substrate 4.
DOI: 10.18419/darus-1752/8
title: product5.gro

description: Cartesian coordinates of a single product molecule in .gro format. In the manuscript, this structure is referred to as product 8.
DOI: 10.18419/darus-1752/15
title: slo.itp

description: Topology file of a deactivated silanol surface molecule (single and geminal) in .itp format.
DOI: 10.18419/darus-1752/16
title: grid.itp

description: Topology file of all used grid-molecules in .itp format.
DOI: 10.18419/darus-1752/17
title: mo3_kation.itp

description: Topology file of the molybdenum catalyst cation surface molecule in .itp format. In the manuscript, this structure is referred to as Mo1.
DOI: 10.18419/darus-1752/18
title: video_5nm.mp4

description: Visualization 5nm pore of a 1mus long simulation - 1s in the video corresponds to 12 ns simulation time.
DOI: 10.18419/darus-1752/19
title: video_6nm.mp4

description: Visualization 6nm pore of a 1mus long simulation - 1s in the video corresponds to 12 ns simulation time.
DOI: 10.18419/darus-1752/20
title: box_5nm.gro

description: Cartesian coordinates of the simulation box of the 5nm pore in .gro format.
DOI: 10.18419/darus-1752/21
title: box_2.5nm_1cat.gro

description: Cartesian coordinates of the simulation box of the 2.5nm pore with 1 catalyst molecule in .gro format.
DOI: 10.18419/darus-1752/22
title: box_2.5nm_2cat.gro

description: Cartesian coordinates of the simulation box of the 2.5nm pore with 2 catalyst molecules in .gro format.
DOI: 10.18419/darus-1752/23
title: box_6nm.gro

description: Cartesian coordinates of the simulation box of the 6nm pore in .gro format.
DOI: 10.18419/darus-1752/24
title: ethene.gro

description: Cartesian coordinates of a single ethene molecule in .gro format.
DOI: 10.18419/darus-1752/25
title: ethene.itp

description: Topology file of an ethene molecule in .itp format.
DOI: 10.18419/darus-1752/26
title: index_5nm.ndx

description: Index file of the simulation box of the 5nm pore in .ndx format.
DOI: 10.18419/darus-1752/27
title: index_2.5nm_1cat.ndx

description: Index file of the simulation box of the 2.5nm pore with 1 catalyst molecule in .ndx format.
DOI: 10.18419/darus-1752/28
title: index_6nm.ndx

description: Index file of the simulation box of the 6nm pore in .ndx format.
DOI: 10.18419/darus-1752/29
title: index_2.5nm_2cat.ndx

description: Index file of the simulation box of the 2.5nm pore with 2 catalyst molecules in .ndx format.
DOI: 10.18419/darus-1752/30
title: pore_system_6nm.pms

description: PoreMS object file of the 6nm pore containing all pore system properties in pickle format protocol version 3.
DOI: 10.18419/darus-1752/31
title: pore_system_2.5nm_1cat.pms

description: PoreMS object file of the 2.5nm pore with 1 catalyst molecule containing all pore system properties in pickle format protocol version 3.
DOI: 10.18419/darus-1752/32
title: pore_6nm.pms

description: PoreMS object file of the 6nm pore containing all pore properties in pickle format protocol version 3.
DOI: 10.18419/darus-1752/33
title: pore_system_2.5nm_2cat.pms

description: PoreMS object file of the 2.5nm pore with 2 catalyst molecules containing all pore system properties in pickle format protocol version 3.
DOI: 10.18419/darus-1752/34
title: pore_2.5nm_2cat.pms

description: PoreMS object file of the 2.5nm pore with 2 catalyst molecules containing all pore properties in pickle format protocol version 3.
DOI: 10.18419/darus-1752/35
title: pore_system_5nm.pms

description: PoreMS object file of the 5nm pore containing all pore system properties in pickle format protocol version 3.
DOI: 10.18419/darus-1752/36
title: pore_2.5nm_1cat.pms

description: PoreMS object file of the 2.5nm pore with 1 catalyst molecule containing all pore properties in pickle format protocol version 3.
DOI: 10.18419/darus-1752/37
title: pore_5nm.pms

description: PoreMS object file of the 5nm pore containing all pore properties in pickle format protocol version 3.
DOI: 10.18419/darus-1752/38
title: topol_6nm.top

description: Main topology file of the simulation box of the 6nm pore in .top format.
DOI: 10.18419/darus-1752/39
title: topol_2.5nm_2cat.top

description: Main topology file of the simulation box of the 2.5nm pore with 2 catalyst molecules in .top format.
DOI: 10.18419/darus-1752/40
title: topol_2.5nm_1cat.top

description: Main topology file of the simulation box of the 2.5nm pore with 1 catalyst molecule in .top format.
DOI: 10.18419/darus-1752/41
title: topol_5nm.top

description: Main topology file of the simulation box of the 5nm pore in .top format.
DOI: 10.18419/darus-1752/42
title: video_2.5nm_1cat.mp4

description: Visualization 2.5nm pore with 1 catalyst molecule of an 850ns long simulation - 1s in the video corresponds to 12 ns simulation time.
DOI: 10.18419/darus-1752/43
title: video_2.5nm_2cat.mp4

description: Visualization 2.5nm pore with 2 catalyst molecules of an 850ns long simulation - 1s in the video corresponds to 12 ns simulation time.
DOI: 10.18419/darus-1752/44
title: diffusion.pdf

description: Radial dependence of the axial self-diffusion coefficient of substrate (red)
and product molecules (green) in the 5 nm pore (solid lines) and the 6 nm pore (dashed
lines). The radial distance r from the pore center (where r = 0) is normalized by the
effective pore radius, representing the region accessible to the substrate and product
molecules. The mean diffusion coefficients are 0.134 / 0.123 and 0.106 / 0.123*10-9
m²/s for the substrate / product molecules in the 5 nm and 6 nm pore, respectively.
DOI: 10.18419/darus-1752/45
title: density_2.5.pdf

description: Radial number density profiles of the carbonyl oxygen (red) and vinylic
carbon (blue) in the substrate (solid lines) and product (dashed lines) as well as of
ethene (yellow) in the 2.5 nm pores obtained from a 0.85 μs simulation in a model pore
containing one catalyst in the center (a) or two catalysts close to the pore mouth (b). The
shaded areas indicate the configurational space accessible by the boron atom (purple)
of the anion, the molybdenum atom (blue) of the cation and the silanol oxygen (yellow).
DOI: 10.18419/darus-1244/2
title: DSC05785.JPG
DOI: 10.18419/darus-1244/3
title: DSC05786.JPG
DOI: 10.18419/darus-1244/4
title: DSC05795.ARW
DOI: 10.18419/darus-1244/1
title: DSC05800.ARW
DOI: 10.18419/darus-1244/5
title: DSC05784.JPG
DOI: 10.18419/darus-1244/6
title: DSC05807.JPG
DOI: 10.18419/darus-1244/7
title: DSC05793.JPG
DOI: 10.18419/darus-1244/8
title: DSC05790.JPG
DOI: 10.18419/darus-1244/9
title: DSC05792.ARW
DOI: 10.18419/darus-1244/10
title: DSC05798.JPG
DOI: 10.18419/darus-1244/11
title: DSC05805.JPG
DOI: 10.18419/darus-1244/12
title: DSC05786.ARW
DOI: 10.18419/darus-1244/13
title: DSC05791.ARW
DOI: 10.18419/darus-1244/14
title: DSC05796.JPG
DOI: 10.18419/darus-1244/15
title: DSC05799.JPG
DOI: 10.18419/darus-1244/16
title: DSC05801.JPG
DOI: 10.18419/darus-1244/17
title: DSC05788.ARW
DOI: 10.18419/darus-1244/18
title: DSC05794.JPG
DOI: 10.18419/darus-1244/19
title: DSC05798.ARW
DOI: 10.18419/darus-1244/20
title: DSC05789.JPG
DOI: 10.18419/darus-1244/21
title: DSC05791.JPG
DOI: 10.18419/darus-1244/22
title: DSC05794.ARW
DOI: 10.18419/darus-1244/23
title: DSC05800.JPG
DOI: 10.18419/darus-1244/24
title: DSC05799.ARW
DOI: 10.18419/darus-1244/25
title: DSC05796.ARW
DOI: 10.18419/darus-1244/26
title: DSC05792.JPG
DOI: 10.18419/darus-1244/27
title: DSC05801.ARW
DOI: 10.18419/darus-1244/28
title: DSC05807.ARW
DOI: 10.18419/darus-1244/29
title: DSC05787.JPG
DOI: 10.18419/darus-1244/30
title: DSC05797.JPG
DOI: 10.18419/darus-1244/31
title: DSC05805.ARW
DOI: 10.18419/darus-1244/32
title: DSC05808.JPG
DOI: 10.18419/darus-1244/33
title: DSC05802.ARW
DOI: 10.18419/darus-1244/34
title: DSC05787.ARW
DOI: 10.18419/darus-1244/35
title: DSC05806.JPG
DOI: 10.18419/darus-1244/36
title: DSC05795.JPG
DOI: 10.18419/darus-1244/37
title: DSC05806.ARW
DOI: 10.18419/darus-1244/38
title: DSC05788.JPG
DOI: 10.18419/darus-1244/39
title: DSC05797.ARW
DOI: 10.18419/darus-1244/40
title: DSC05790.ARW
DOI: 10.18419/darus-1244/41
title: DSC05808.ARW
DOI: 10.18419/darus-1244/42
title: DSC05804.JPG
DOI: 10.18419/darus-1244/43
title: DSC05802.JPG
DOI: 10.18419/darus-1244/44
title: DSC05793.ARW
DOI: 10.18419/darus-1244/45
title: DSC05789.ARW
DOI: 10.18419/darus-1244/46
title: DSC05804.ARW
DOI: 10.18419/darus-1244/47
title: DSC05784.ARW
DOI: 10.18419/darus-1244
title: 2D pictures of MFK07-17

description: &lt;p&gt;Dataset contains all pictures (.jpg; .arw) that were taken during the &lt;a href="https://darus.uni-stuttgart.de/file.xhtml?fileId=49056&version=DRAFT"&gt;2D digitisation strategy&lt;/a&gt; for this object.&lt;/p&gt; &lt;p&gt;Order of data: object was digitised according to a digitisation schema visible within the Dataset&lt;/p&gt;&lt;ul&gt;&lt;li&gt;characteristic view,&lt;/li&gt; &lt;li&gt;front view,&lt;/li&gt; &lt;li&gt;left view,&lt;/li&gt; &lt;li&gt;back view,&lt;/li&gt; &lt;li&gt;right view,&lt;/li&gt;&lt;li&gt;bottom view,&lt;/li&gt; &lt;li&gt;upward view, &lt;/li&gt;&lt;li&gt;details (details 1, details 2, ..., details n)&lt;/li&gt;&lt;/ul&gt;&lt;p&gt; This schema is indicated within the pictures by inventory label and then labels according to view.&lt;/p&gt;&lt;p&gt; Further information one can find in the document: Setting and workflow for basic development of 2D.&lt;/p&gt;&lt;p&gt;This dataset is part of the digital gyroscope collection. For more information about 
the collection and its creation, please see the documentation dataset:
&lt;i&gt;Niklaus, Maria, 2021, "Information about the Gyrolog data repository", 
&lt;a href="https://doi.org/10.18419/darus-821"&gt;doi: 10.18419/darus-821&lt;/a&gt;, DaRUS.&lt;/i&gt;&lt;/p&gt;&lt;p&gt;&lt;b&gt;To refer to the whole collection: Wagner, Jörg F.; Ceranski, Beate; Fritsch, Dieter; Mammadov, Gasim; Niklaus, Maria; Schweizer, Timo; Simon, Sven; Zhan, Kun, 2021, "Digital Gyroscope Collection Created by the Project 'Gyrolog'", &lt;a href="https://doi.org/10.18419/darus-gyrolog"&gt;doi: 10.18419/darus-gyrolog&lt;/a&gt;, DaRUS.&lt;/b&gt;&lt;/p&gt;
description: magnetic compass, remote compass
DOI: 10.18419/darus-1244/48
title: DSC05785.ARW
DOI: 10.18419/darus-1272/1
title: DSC07599.JPG
DOI: 10.18419/darus-1272/3
title: DSC07617.ARW
DOI: 10.18419/darus-1272/4
title: DSC07606.ARW
DOI: 10.18419/darus-1272/2
title: DSC07618.JPG
DOI: 10.18419/darus-1272/5
title: DSC07596.ARW
DOI: 10.18419/darus-1272/6
title: DSC07598.ARW
DOI: 10.18419/darus-1272/7
title: DSC07613.JPG
DOI: 10.18419/darus-1272/8
title: DSC07619.ARW
DOI: 10.18419/darus-1272/9
title: DSC07606.JPG
DOI: 10.18419/darus-1272/10
title: DSC07615.ARW
DOI: 10.18419/darus-1272/11
title: DSC07596.JPG
DOI: 10.18419/darus-1272/12
title: DSC07604.JPG
DOI: 10.18419/darus-1272/13
title: DSC07619.JPG
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title: DSC07608.JPG
DOI: 10.18419/darus-1272/15
title: DSC07604.ARW
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title: DSC07610.ARW
DOI: 10.18419/darus-1272/17
title: DSC07607.JPG
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title: DSC07603.JPG
DOI: 10.18419/darus-1272/19
title: DSC07610.JPG
DOI: 10.18419/darus-1272/20
title: DSC07613.ARW
DOI: 10.18419/darus-1272/21
title: DSC07607.ARW
DOI: 10.18419/darus-1272/22
title: DSC07605.ARW
DOI: 10.18419/darus-1272/23
title: DSC07597.JPG
DOI: 10.18419/darus-1272/24
title: DSC07609.ARW
DOI: 10.18419/darus-1272/25
title: DSC07602.JPG
DOI: 10.18419/darus-1272/26
title: DSC07614.ARW
DOI: 10.18419/darus-1272/27
title: DSC07601.ARW
DOI: 10.18419/darus-1272/28
title: DSC07601.JPG
DOI: 10.18419/darus-1272/29
title: DSC07616.JPG
DOI: 10.18419/darus-1272/30
title: DSC07614.JPG
DOI: 10.18419/darus-1272/31
title: DSC07602.ARW
DOI: 10.18419/darus-1272/32
title: DSC07600.ARW
DOI: 10.18419/darus-1272/33
title: DSC07616.ARW
DOI: 10.18419/darus-1272/34
title: DSC07611.ARW
DOI: 10.18419/darus-1272/35
title: DSC07598.JPG
DOI: 10.18419/darus-1272/36
title: DSC07609.JPG
DOI: 10.18419/darus-1272/37
title: DSC07612.ARW
DOI: 10.18419/darus-1272/38
title: DSC07608.ARW
DOI: 10.18419/darus-1272/39
title: DSC07617.JPG
DOI: 10.18419/darus-1272/40
title: DSC07599.ARW
DOI: 10.18419/darus-1272/41
title: DSC07615.JPG
DOI: 10.18419/darus-1272/42
title: DSC07600.JPG
DOI: 10.18419/darus-1272/43
title: DSC07603.ARW
DOI: 10.18419/darus-1272/44
title: DSC07605.JPG
DOI: 10.18419/darus-1272/45
title: DSC07611.JPG
DOI: 10.18419/darus-1272/46
title: DSC07618.ARW
DOI: 10.18419/darus-1272/47
title: DSC07597.ARW
DOI: 10.18419/darus-1272
title: 2D pictures of FM13-17

description: &lt;p&gt;Dataset contains all pictures (.jpg; .arw) that were taken during the &lt;a href="https://darus.uni-stuttgart.de/file.xhtml?fileId=49056&version=DRAFT"&gt;2D digitisation strategy&lt;/a&gt; for this object.&lt;/p&gt; &lt;p&gt;Order of data: object was digitised according to a digitisation schema visible within the Dataset&lt;/p&gt;&lt;ul&gt;&lt;li&gt;characteristic view,&lt;/li&gt; &lt;li&gt;front view,&lt;/li&gt; &lt;li&gt;left view,&lt;/li&gt; &lt;li&gt;back view,&lt;/li&gt; &lt;li&gt;right view,&lt;/li&gt;&lt;li&gt;bottom view,&lt;/li&gt; &lt;li&gt;upward view, &lt;/li&gt;&lt;li&gt;details (details 1, details 2, ..., details n)&lt;/li&gt;&lt;/ul&gt;&lt;p&gt; This schema is indicated within the pictures by inventory label and then labels according to view.&lt;/p&gt;&lt;p&gt; Further information one can find in the document: Setting and workflow for basic development of 2D.&lt;/p&gt;&lt;p&gt;This dataset is part of the digital gyroscope collection. For more information about 
the collection and its creation, please see the documentation dataset:
&lt;i&gt;Niklaus, Maria, 2021, "Information about the Gyrolog data repository", 
&lt;a href="https://doi.org/10.18419/darus-821"&gt;doi: 10.18419/darus-821&lt;/a&gt;, DaRUS.&lt;/i&gt;&lt;/p&gt;&lt;p&gt;&lt;b&gt;To refer to the whole collection: Wagner, Jörg F.; Ceranski, Beate; Fritsch, Dieter; Mammadov, Gasim; Niklaus, Maria; Schweizer, Timo; Simon, Sven; Zhan, Kun, 2021, "Digital Gyroscope Collection Created by the Project 'Gyrolog'", &lt;a href="https://doi.org/10.18419/darus-gyrolog"&gt;doi: 10.18419/darus-gyrolog&lt;/a&gt;, DaRUS.&lt;/b&gt;&lt;/p&gt;
description: indicators
DOI: 10.18419/darus-1272/48
title: DSC07612.JPG
DOI: 10.18419/darus-2075/7
title: 001_LBS2.png

description: Top surface of weld seam etched with Barker's method and viewed under polarized light.
DOI: 10.18419/darus-2075/8
title: 002_LBS2.png

description: Top surface of weld seam etched with Barker's method and viewed under polarized light.
DOI: 10.18419/darus-2075/1
title: 013_LBS2.png

description: Top surface of weld seam etched with Barker's method and viewed under polarized light.
DOI: 10.18419/darus-2075/10
title: 029_LBS1.png

description: Top surface of weld seam etched with Barker's method and viewed under polarized light.
DOI: 10.18419/darus-2075/12
title: 135_LBS2.png

description: Top surface of weld seam etched with Barker's method and viewed under polarized light.
DOI: 10.18419/darus-2075/4
title: 137_LBS2.png

description: Top surface of weld seam etched with Barker's method and viewed under polarized light.
DOI: 10.18419/darus-2075/6
title: 034_LBS1.png

description: Top surface of weld seam etched with Barker's method and viewed under polarized light.
DOI: 10.18419/darus-2075/11
title: 269_LBS2.png

description: Top surface of weld seam etched with Barker's method and viewed under polarized light.
DOI: 10.18419/darus-2075/13
title: 254_LBS2.png

description: Top surface of weld seam etched with Barker's method and viewed under polarized light.
DOI: 10.18419/darus-2075/2
title: 257_LBS2.png

description: Top surface of weld seam etched with Barker's method and viewed under polarized light.
DOI: 10.18419/darus-2075/3
title: 256_LBS2.png

description: Top surface of weld seam etched with Barker's method and viewed under polarized light.
DOI: 10.18419/darus-2075/5
title: 255_LBS2.png

description: Top surface of weld seam etched with Barker's method and viewed under polarized light.
DOI: 10.18419/darus-2075/9
title: 262_LBS2.png

description: Top surface of weld seam etched with Barker's method and viewed under polarized light.
DOI: 10.18419/darus-2075/14
title: 274_LBS2.png

description: Top surface of weld seam etched with Barker's method and viewed under polarized light.
DOI: 10.18419/darus-2075/15
title: 011_LBS2.png

description: Top surface of weld seam etched with Barker's method and viewed under polarized light.
DOI: 10.6084/m9.figshare.27649131
title: Banco de dados Survey

description: Banco de dados da pesquisa na APS de Natal/RN com médico e enfermeiros sobre as tecnologias da informação e comunicação na saúde.
DOI: 10.18419/darus-2075/16
title: 026_LBS1.png

description: Top surface of weld seam etched with Barker's method and viewed under polarized light.
DOI: 10.18419/darus-2075/17
title: 253_LBS2.png

description: Top surface of weld seam etched with Barker's method and viewed under polarized light.
DOI: 10.18419/darus-2075/18
title: 261_LBS2.png

description: Top surface of weld seam etched with Barker's method and viewed under polarized light.