cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.18419/darus-735/2
title: Conserved_amino_acids_in_N-terminal_domain.tab

description: Conserved positions in the N-terminal expansin domain with standard numbering according to PDB entry 4FER (Bacillus subtilis EXLX1, first column). The amino acids and their occurrence in % are given for different groups of sequences: (Bacteria (column 2), Fungi (column 3), EXPA (Expansin A, column 4), EXPB (Expansin B, column 5), EXLA (Expansin-like A, column 6), EXLB (Expansin-like B, column 7). The last column indicates the assumed biochemical function of the respective amino acids or a known sequence motif.
DOI: 10.15468/dl.gvq3aq
title: Occurrence Download

description: A dataset containing 66 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Bassaricyon alleni Thomas, 1880",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 66 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003344-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18419/darus-741/1
title: code.tar.gz
DOI: 10.18419/darus-741
title: Code and data of Bayesian inversion of hierarchical geostatistical models using a parallel-tempering sequential Gibbs MCMC

description: This dataset contains the code and all relevant data and of the paper "Bayesian inversion of hierarchical geostatistical models using a parallel-tempering sequential Gibbs MCMC" by Sebastian Reuschen, Teng Xu and Wolfgang Nowak. Always cite the paper together with this dataset because this dataset is not self-explanatory.

The code.tar.gz file contains an implementation of the parallel-tempering sequential Gibbs MCMC and performs Bayesian inversion of hierarchical geostatistical models. The data.tar.gz file contains samples from the posterior distribution of a Bayesian inversion of two (highly informative and weakly informative) test cases, which are presented in the related publication.

To access the data, download the data.tar.gz file and unzip it.
To access the MATLAB implementation of the MCMC code, (which produced the data) download the code.tar.gz file and unzip it.
description: The README.txt file in the code folder explains how to set up the MATLAB implementation.
DOI: 10.18419/darus-741/2
title: data.tar.gz
DOI: 10.15468/dl.7sve8k
title: Occurrence Download

description: A dataset containing 52616 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is one of (Switzerland, Italy)",
 "OccurrenceStatus is Present",
 "TaxonKey is Gymnadenia conopsea (L.) R.Br.",
 "Year 1000-2024"
 ]
}

 The dataset includes 52616 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003338-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18419/darus-754
title: micro-XRCT data set of Carrara marble with artificially created crack network: slow cooling down from 600°C

description: micro-XRCT data set (projections and reconstructed images) of a Carrara marble core with a diameter of 5 mm. The sample was extracted with a water-cooled diamond drill from a bigger sample with a diameter of 30 mm and a length of 80 mm which was before subjected to following thermal treatment to initiate cracks: &lt;br&gt;
Starting at room temperature (20°C), the sample was heated up with a rate of 3 K/min to 600°C. After a holding time of 2 hours at 600°C, the sample was subsequently slowly cooled down in the closed oven back to room temperature (20°C).
DOI: 10.18419/darus-754/1
title: projections.rar

description: Projection images (360 deg, angle increment 0.2 deg), dark image (di) and open beam image (ob) in 16 bit *.tif file format.
DOI: 10.18419/darus-754/2
title: reconstructed.rar

description: Reconstructed micro-XRCT data set in 16 bit *.tif file format. 2940x2940x2139 voxels with the uniform voxel size of 1.9983 µm.
DOI: 10.15468/dl.a2k4es
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Haematopus ostralegus Linnaeus, 1758",
 "Year is 19",
 "Country is Netherlands"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003345-241107131044228/datasets/export for details.
DOI: 10.18419/darus-782
title: High-resolution 3D Stokes reference solution for a free-flow channel over a structured porous domain

description: 3D numerical reference for the setup described in &lt;a href="https://doi.org/10.1063/1.5092169"&gt;https://doi.org/10.1063/1.5092169&lt;/a&gt;.
DOI: 10.18419/darus-782/1
title: micromodel_openfoam_reference_3d.vtu
DOI: 10.18419/darus-782/2
title: micromodel_openfoam_reference_3d_centerplane.vtp
DOI: 10.15468/dl.kkm5wk
title: Occurrence Download

description: A dataset containing 3316 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-93.91513 8.87455,-71.38497 7.68269,-56.53324 7.1471,-63.35781 36.16745,-83.90268 35.05916,-93.82924 24.29561,-93.91513 8.87455))",
 "OccurrenceStatus is Present",
 "TaxonKey is Aliger gigas (Linnaeus, 1758)"
 ]
}

 The dataset includes 3316 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003346-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18419/darus-829/1
title: DataVerse_InterZell 2020-04-24 110741.jpg

description: Structure of data in SPP2170
DOI: 10.15468/dl.sdjned
title: Occurrence Download

description: A dataset containing 171764 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pygoscelis papua (J.R.Forster, 1781), Usnea Dill. ex Adans., 1763, Pygoscelis adeliae (Hombron & Jacquinot, 1841), Belgica antarctica Jacobs, 1900, Parochlus steinenii (Gercke, 1889), Deschampsia antarctica É.Desv., Didymodon gelidus Cardot, Halozetes belgicae (Michael, 1903), Palmaria decipiens (Reinsch) R.W.Ricker, Philodina gregaria Murray, 1910, Schistidium antarctici (Cardot) L.I.Savicz & Smirnova, Umbilicaria antarctica Frey & I.M.Lamb, Alaskozetes antarcticus (Michael, 1903))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Human Observation)"
 ]
 }
 }
 ]
}

 The dataset includes 171764 records from 419 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003291-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18419/darus-829
title: Data Management of a Biotechnology Network as a Contribution to FAIR Data Mangement
title: Research Data Management Plan DFG SPP2170 V1

description: The Research Data Management Plan (RDMP) of the priority program SPP 2170 is the formal document that should help to mangage the handling of data. Since enormous amounts of research data (Big Data) will be generated, the exchange and access to the data should be ensured. Every experiment in the laboratory, or every simulation generates huge amounts of unstructured data. To make these findable, accessible, interoperable, and reusable (FAIR), discipline-specific criteria must be defined in addition to the hardware and software that form the general platform. Therefore the RDMP of the DFG-funded priority program SPP2170 describes how this information could be processed in the future.
DOI: 10.18419/darus-829/2
title: SPP2170_InterZell_DMPV1_1.pdf

description: Research Data Management Plan SPP 2170
DOI: 10.18419/darus-978/1
title: WZ12-10.pdf
DOI: 10.18419/darus-978/2
title: WZ12-10.pdf
DOI: 10.18419/darus-1128/1
title: vinci_2020_haegele.mp4
DOI: 10.15468/dl.u9maqu
title: Occurrence Download

description: A dataset containing 171764 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pygoscelis papua (J.R.Forster, 1781), Usnea Dill. ex Adans., 1763, Pygoscelis adeliae (Hombron & Jacquinot, 1841), Belgica antarctica Jacobs, 1900, Parochlus steinenii (Gercke, 1889), Deschampsia antarctica É.Desv., Didymodon gelidus Cardot, Halozetes belgicae (Michael, 1903), Palmaria decipiens (Reinsch) R.W.Ricker, Philodina gregaria Murray, 1910, Schistidium antarctici (Cardot) L.I.Savicz & Smirnova, Umbilicaria antarctica Frey & I.M.Lamb, Alaskozetes antarcticus (Michael, 1903))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Human Observation)"
 ]
 }
 }
 ]
}

 The dataset includes 171764 records from 419 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003274-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18419/darus-1128
title: Supplemental Material for Visualization of Nonlinear Programming for Robot Motion Planning

description: Supplemental material for the paper "Visualization of Nonlinear Programming for Robot Motion Planning". It comprises a video and source code of a visual analytics system for analyzing constrained optimization runs.
The video showcases the interactive features of the system by demonstrating two analysis scenarios.
The source code includes the robot motion planning framework together with some exemplary planning problems (written in C++), and the visual analytics system that interoperates with the motion planner (written in Java). The visual analytics system provides a graphical user interface for analyzing constraint optimization runs of robot motion planning problems, which facilitates trouble shooting and fosters deeper understanding of solver behavior and respective nonlinear programs.
DOI: 10.18419/darus-1128/2
title: 2020-VINCI-VisNLP-main.tar.gz
DOI: 10.15468/dl.bqcyps
title: Occurrence Download

description: A dataset containing 42 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "License is one of (CC-BY 4.0, CC-BY-NC 4.0)",
 "OccurrenceStatus is Present",
 "TaxonKey is Cytisus ×praecox Bean"
 ]
}

 The dataset includes 42 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003347-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18419/darus-2121/1
title: 02_IMG_0625.tif
DOI: 10.18419/darus-2121
title: 2D pictures of DM_LN3_A200

description: &lt;p&gt;Dataset contains all pictures (.tif) 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; 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: aircraft technology
DOI: 10.18419/darus-2121/2
title: 01_IMG_0624.tif
DOI: 10.5281/zenodo.14056633
title: THE ROLE OF MEDIA AND FILMS IN LEARNING ENGLISH AS A FOREIGN LANGUAGE
DOI: 10.5281/zenodo.14056634
title: THE ROLE OF MEDIA AND FILMS IN LEARNING ENGLISH AS A FOREIGN LANGUAGE
DOI: 10.5284/1124268
title: Data from an Archaeological Evaluation at Bierton, Land to North of Cane End Lane, Buckinghamshire, November 2017

description: This digital archive comprises images, vector, report and spreadsheet data from an archaeological evaluation undertaken by John Moore Heritage Services in November 2017, at land north of Cane End Road, Bierton, Buckinghamshire (NGR SP 8410 1686). The eight trenches were mostly devoid of any archaeological features and various furrows on an east-west alignment were present within some of the trenches. Three modern features were identified in Trenches 2 and 8 and one Post-medieval linear ditch was excavated in Trench 5.
DOI: 10.18419/darus-2466/1
title: PropioinSynthesis_Spoering.omex
DOI: 10.18419/darus-2466
title: Propioin Synthesis using Benzoin Aldolase

description: Investigated was the ligation of two molecules propanal in organic conditions, catalysed by the benzoin aldolase, which was added in the form of lyophillised whole cells. The reaction was performed in triplicate, with 200 mM as the starting concentration of the propanal in all cases. Triethanolamine was chosen as buffer, together with Cyclopentyl methyl ether as the organic solvent, the experiment was performed at 30°C and at a pH of 9. The concentration of propioin was followed over the course of 2 hours.
description: PyEnzyme, 1.1.0
description: BioCatHub, 1.0.0
description: The OMEX EnzymeML archive was created using the web-based electronic lab notebook BioCatHub (https://biocathub.net) and its EnzymeML export implementation. In addition, the appended notebook was used to model the data by utilizing the Python library <b>lmfit</b> in conjunction with <b>PyEnzyme</b>. For an inspection of the data it is advised to use the PyEnzyme library.
DOI: 10.18419/darus-2466/2
title: CollectingDataByBioCatHubAndVisualisation.ipynb

description: Jupyter Notebook that was used to model the given OMEX EnzymeML archive
DOI: 10.18419/darus-2467/1
title: ABTS_Measurement.omex
DOI: 10.18419/darus-2467
title: Oxidation of ABTS by Trametes versicolor laccase

description: Investigated was the oxidation of ABTS and syringaldazine by Trametes versicolor laccase. For this, the concentration of the substrate over time was measured, for different initial concentrations. All measurements were repeated for three replicates.
description: PyEnzyme, 1.1.0
description: The dataset consists of the OMEX EnzymeML archive that was created using a spreadsheet as well as a complementing Jupyter Notebook to model the data using the Python package <b>lmfit</b> and <b>PyEnzyme</b>. In order to investigate the dataset, it is advised to use the PyEnzyme library.
DOI: 10.18419/darus-2467/2
title: InsightIntoMechanismByModelling.ipynb

description: Jupyter Notebook used to model the data given in the OMEX EnzymeML archive
DOI: 10.18419/darus-2469/1
title: DeactivationOfGlucoseOxidase_Host.omex
DOI: 10.18419/darus-2469
title: Deactivation of Glucose Oxidase

description: The data is unpublished and contains absorption data over time, together with the calculated initial rates. Reaction conditions and the experimental setup are described in the additional Method section. Measured was the deactivation of Glucose Oxidase over time. The enzyme activity is tested in a colorimetric assay, measuring the change of absorbance by the change in the pink product. Absorbance values are measured at 515 m for 59 second, starting at different times after the start of the experiment (2 h, 4 h, 20 h …). In all cases, three replicates are available.
description: An EnzymeML document was created for the absorption data. The two assay reactions were combined for one total reaction. Additionally, a pH value of 7 was inserted to allow the conversion, this is the pH for the assay but not necessarily for the deactivation of the enzyme. An enzyme sequence for the Glucose Oxidase could not be specified as it is not determined at the moment. As the absorption measurements were conducted after different times, the starting time was specified in the replicate name (f.e. repl_22h_1 for the first replicate, measured after 22 hours). The initial rates for the different measurements can not be described in the EnzymeML format at the moment. In order to investigate the dataset, it is advised to use the PyEnzyme library.
description: PyEnzyme, 1.1.0
DOI: 10.18419/darus-2469/2
title: MeasuringTheStabilityOfEnzymes.ipynb

description: Jupyter Notebook used to model the given OMEX EnzymeML archive
DOI: 10.18419/darus-2489/1
title: Sim_Separation.tar.gz

description: Separation of fully wetting immiscible liquids SOM5 and G50
DOI: 10.15468/dl.5b6waa
title: Occurrence Download

description: A dataset containing 171764 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Pygoscelis papua (J.R.Forster, 1781), Usnea Dill. ex Adans., 1763, Pygoscelis adeliae (Hombron & Jacquinot, 1841), Belgica antarctica Jacobs, 1900, Parochlus steinenii (Gercke, 1889), Deschampsia antarctica É.Desv., Didymodon gelidus Cardot, Halozetes belgicae (Michael, 1903), Palmaria decipiens (Reinsch) R.W.Ricker, Philodina gregaria Murray, 1910, Schistidium antarctici (Cardot) L.I.Savicz & Smirnova, Umbilicaria antarctica Frey & I.M.Lamb, Alaskozetes antarcticus (Michael, 1903))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen, Human Observation)"
 ]
 }
 }
 ]
}

 The dataset includes 171764 records from 419 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003282-241107131044228/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2bs2rk
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Insecta)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((90 -22.5,97.5 -22.5,97.5 -15,90 -15,90 -22.5))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041133-251009101135966/datasets/export for details.
DOI: 10.5281/zenodo.17384648
title: Automated Mapping of Ginseng Cultivation Areas Utilizing a Novel Spectral Index Model and Google Earth Engine without Labels

description: This dataset provides the spatial distribution of ginseng cultivation areas in Northeast China from 2019 to 2024. The mapping was conducted based on Sentinel-2 imagery using the BGSI and YGSI spectral indices within a novel spectral index model implemented on the Google Earth Engine platform. The dataset represents ginseng greenhouse mapping results stored in ESRI Shapefile format (10 m spatial resolution). Each shapefile corresponds to one year of mapping results. The data can be used for vegetation mapping, agricultural monitoring, and land-use analysis.
DOI: 10.5281/zenodo.17384649
title: Automated Mapping of Ginseng Cultivation Areas Utilizing a Novel Spectral Index Model and Google Earth Engine without Labels

description: This dataset provides the spatial distribution of ginseng cultivation areas in Northeast China from 2019 to 2024. The mapping was conducted based on Sentinel-2 imagery using the BGSI and YGSI spectral indices within a novel spectral index model implemented on the Google Earth Engine platform. The dataset represents ginseng greenhouse mapping results stored in ESRI Shapefile format (10 m spatial resolution). Each shapefile corresponds to one year of mapping results. The data can be used for vegetation mapping, agricultural monitoring, and land-use analysis.
DOI: 10.15468/dl.kwabrq
title: Occurrence Download

description: A dataset containing 773 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Northia seychellana Hook.f."
 ]
}

 The dataset includes 773 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0413959-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9ps7kd
title: Occurrence Download

description: A dataset containing 10876 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cassytha filiformis L."
 ]
}

 The dataset includes 10876 records from 278 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0027447-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h977vh
title: Occurrence Download

description: A dataset containing 51 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Haplomacrourus nudirostris Trunov, 1980",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 51 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078417-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.i3y7tr
title: Occurrence Download

description: A dataset containing 644 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Bruguiera exaristata Ding Hou",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 644 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004110-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e5j4mj
title: Occurrence Download

description: A dataset containing 8688 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cannabis sativa L.",
 "HasCoordinate is TRUE"
 ]
}

 The dataset includes 8688 records from 280 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0036070-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dnpvvh
title: Occurrence Download

description: A dataset containing 3511 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Crocodylus acutus (Cuvier, 1807)"
 ]
}

 The dataset includes 3511 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062488-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.m46rf7
title: Occurrence Download

description: A dataset containing 347 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Eugenia pseudopsidium Jacq."
 ]
}

 The dataset includes 347 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0077178-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.