cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.35097/1432
title: LinearShimDB: A subset of the NMR magnet shimming database ShimDB

description: # LinearShimDB: A subset of the NMR magnet shimming database ShimDB LinearShimDB is a subset of the NMR magnet shimming database [ShimDB](https://github.com/mobecks/ShimDB) and contains over 9000 instances. Data is acquired on a Spinsolve 80 Carbon spectrometer (Magritek GmbH, Aachen, Germany, www.magritek.com) using a water solution with CuSO4 (5mmol/L). LinearShimDB is part of "Deep Regression with Ensembles enables Fast, First-Order Shimming in low-field NMR" by M. Becker et al. [1]. The acquisition procedure was as follows. The manufacturer's automated shimming technique, based on the downhill simplex method, was used to obtain a reference spectrum of decent quality. Then, all shim values except the three linear shims X, Y and Z were set to zero. The resulting spectrum and corresponding shim settings were used as the reference values. The database parameters were obtained by relative offsets from the reference shim values in a range R with stepsize s, in a grid-like manner. For each combination, the raw FID, acquisition parameters, and the shim values were stored. | Topic | Parameter | Value | |------------------------|------------------|-----------| | Characteristics | Nr. Spectra | 9261 | | | Shim range R | +/- 10000 | | | Step size s | 1000 | | | Shims | X,Y,Z | | Acquisition parameters | Nucleus | 1H | | | Bandwidth | 20kHz | | | Points | 32768 | | | Dwell time | 50us | | | Repetition time | 2000ms | | | Filter | - | | | Phase correction | phi0 | **We strongly encourage researchers to extend ShimDB with their own subsets to stimulate developments. We offer to include raw data or links to your publications into ShimDB.** ## Files format Each folder in LinearShimDB contains the following files: - data.1d -&gt; the raw FID. - shims.par -&gt; Shim values, where only linear shims are non-zero. - acqu.par -&gt; Acquisition parameters. - proc.par -&gt; Processing parameters. The LinearShimDB root folder also contains the reference starting shims (ReferenceShims.par). ## Data loading We deliver a python script ```utils_IO.py``` alongside [ShimDB](https://github.com/mobecks/ShimDB) to easily load the database into numpy array structure using the [nmrglue packages](https://github.com/jjhelmus/nmrglue)[2]. The following python libraries and packages are required: os, numpy, glob, nmrglue (&gt;= v0.9.dev0) # References [1] M. Becker, M. Jouda, A. Kolchinskaya, J. G. Korvink, Deep regression with ensembles enables fast, first-order shimming in low-field NMR, Journal of Magnetic Resonance 2022, 107151, ISSN 1090-7807, https://doi.org/10.1016/j.jmr.2022.107151 [2] J.J. Helmus, C.P. Jaroniec, Nmrglue: An open source Python package for the analysis of multidimensional NMR data, J. Biomol. NMR 2013, 55, 355-367, http://dx.doi.org/10.1007/s10858-013-9718-x
DOI: 10.35097/1440
title: Low-cost photoreactors for highly photon/energy-efficient solar-driven synthesis: code, simulation data, and experimental data

description: Sonnengestützte Prozesse inspirieren Hoffnungen und Träume von einer nachhaltigen Zukunft auf dem Planeten Erde. Das Design und die Auslegung von Fotoreaktoren für spezifische Reaktionssysteme ist jedoch eine komplexe Aufgabe an der Schnittstelle zwischen Materialwissenschaften und Engineering. Die Zielstellung des Auslegungsprozesses ist es dabei stets einen Fotoreaktor zu entwerfen, der sowohl optimale Betriebsbedingungen als auch eine hohe Strahlungstransporteffizienz sicherstellt. Der Veröffentlichte Datensatz begleitet die Veröffentlichung ‘Low-cost photoreactors for highly photon/energy-efficient solar-driven synthesis’, DOI: XYZ. Die genannte Veröffentlichung führt dabei reflektionsbasierte multipassagen Fotoreaktoren und eine Optimierungsstrategie für solche Fotoreaktoren ein. Das Manuskript unterstreicht die Validität des Konzepts durch die experimentelle Demonstration einer Fotoreduktion von Kaliumeisen(III)oxalat und leitet zuletzt eine Designrichtlinie ab, die die Adaption des Fotoreaktors auf andere Reaktionssysteme erleichtert. Der veröffentlichte Datensatz umfasst die verwendete optische Simulationsumgebung, den Code des Optimierungsalgorithmus, Simulationsergebnisse und experimentelle Ergebnisse, die im referenzierten Manuskript dargestellt werden.
description: Solar-driven processes inspire hopes and dreams of a sustainable future on planet earth. However, the design and optimization of photoreactors for specific reaction systems is a complex task at the interface of material science and engineering. The objective of the design process is, thereby, to derive a photoreactor that provides both optimal operating conditions and a high efficiency of radiation transport. The published data set accompanies the publication ‘Low-cost photoreactors for highly photon/energy-efficient solar-driven synthesis’, DOI: XYZ. The referenced manuscript introduces reflective multi-pass photoreactors, an optimization strategy for such photoreactors, underlines the validity of the chosen approach by the experimental demonstration of a potassium iron(III) oxalate photoreduction, and lastly derives a concise design guideline that supports the adaptation to other reaction systems. The published dataset comprises the optical simulation environment, the optimization algorithm code, the simulation results, and experimental data presented in the manuscript.
description: The two folders comprise data of the photoreactor optimization and analysis reported in the linked article. The folder with the photoreactor optimization data comprises code and simulation results. The folder with the photoreactor analysis comprises simulation results and experimental results in the corresponding subfolders. The code is written in MATLAB. Reading and modifying the code requires a working MATLAB environment. Running the code may further require the MATLAB global optimization toolbox and the MATLAB parallel computing toolbox.
DOI: 10.35097/1744
title: Load Test Data for Authorization Implementations of a Microservice-Based Application

description: The archive contains a Jupyter Notebook file and load test data collected with k6. The collected data is stored in a pickle format in the folder data. To load the data, Python3 as well as Jupyter Notebooks is required.
DOI: 10.35097/1283
title: Lurin Basin, Andean Measurement Campaign and Dataset (LAMA)

description: The Lurin Basin, Andean Measurement Campaign and Dataset (LAMA) was obtained during the years 2017 until 2020. LAMA is part of the BMBF funded interdisciplinary project TRUST ("Trinkwasserversorgung in prosperierenden Wassermangelregionen nachhaltig, gerecht und ökologisch verträglich"). Hydrological data has been collected in the Lurin river basin for a time span over three years in a range of altitudes from 200 m up to 4500 m above mean sea level. LAMA includes high resolution continuous measurements of precipitation (5 min resolution), soil humidity and temperature (10 min), discharge (15min resolution) and climate variables (10 min resolution). Discharge was measured at two piezometric stations, precipitation at five stations, soil humidity at three stations and climate variables at one station. Details regarding measurement equipment and calibration can be found in the readme files of the archives. Acknowledgment: LAMA is published as part of the Trust project, which is funded by the German Federal Ministry of Education and Research (BMBF). We thank Julian Bocanegra, Roberto Vicencio and Lucas Alcamo for their help during the measurement campaign.
description: file "Map.kmz": Google Earth .kmz file with locations of all measurement stations of LAMA. file "stations_meta_data.csv": .csv file with meta data about measurement stations of LAMA. folder "precipitation/": includes sub folder "data" with 5min resolution precipitation data. "README.txt" explains data structure. "Calibration_data.txt" shows calibration data for each station. folder "climate/": "atmos41_cullpe.csv" -&gt; original data retrieved from Meter climate station. folder "soil_humidity/": includes sub folder "data" with 10min resolution soil humidity and temperature data. "README.txt" explains data structure. folder "discharge/": includes sub folder "data" with 15min resolution water level data. includes sub folder "rating_tables" with text files of discrete rating curves, derived from tracer measurements. "README.txt" explains data structure. "WQ_measured_manchay.txt" shows results of all (tracer) discharge measurements at Manchay station "WQ_measured_santarosa.txt" shows results of all (tracer) discharge measurements at SantaRosa station
DOI: 10.35097/1194
title: MIPAS HCN and O$_3$ data used to study the effect of mean averaging kernels

description: This file contains the data used for the paper "The application of mean averaging kernels to mean trace gas distributions" by Thomas von Clarmann and Norbert Glatthor, ACP, 2019.
description: Please read the Readme-file in the tar archive.
DOI: 10.35097/1498
title: MIPAS monthly zonal mean Age of Air data, based on MIPAS SF6 retrievals, processed at KIT-IMK, Karlsruhe

description: Aus den Infrarotspektren der Jahre 2002-2012 des Satelliteninstrumentes MIPAS wurde die räumliche und zeitliche Verteilung von SF6 berechnet. Daraus wurden zonale Monatsmittelwerte des Luftalters (Age of Air) in 30 jeweils 6 Grad umfassenden Breitenbereichen bestimmt. Die Berechnung des Luftalters ist beschrieben in Haenel et al. (2015) [https://doi.org/10.5194/acp-15-13161-2015], die SF6-Daten für den vorliegenden Datensatz (Versionen V5H_SF6_21 und V5R_SF6_224/225) wurden jedoch berechnet mit den neueren Spektroskopiedaten für SF6 und CFC-11 von J.J.Harrison (2018,2020) [https://doi.org/10.5194/amt-11-5827-2018, https://doi.org/10.1016/j.jqsrt.2020.107202].
description: From mid-infrared spectra, measured in 2002-2012 by the satellite-borne instrument MIPAS, the spatial and temporal distribution of SF6 was calculated. This data was converted to zonal monthly means of age of air in 30 latitude bins of 6 degree width each. The calculation of the age of air is described in Haenel et al. (2015) [https://doi.org/10.5194/acp-15-13161-2015], however, the SF6 data used for the current data set (versions V5H_SF6_21 and V5R_SF6_224/225) were calculated with more recent spectroscopic data for SF6 und CFC-11 by J.J.Harrison (2018,2020) [https://doi.org/10.5194/amt-11-5827-2018, https://doi.org/10.1016/j.jqsrt.2020.107202].
description: The data is delivered as one netCDF file. This file contains the zonal monthly mean AoA data, statistical information wrt the averaging process, spatial and temporal coordinates, and some additional information.
DOI: 10.35097/1222
title: Magnetic fatigue : Effect of seismic-related loading on magnetic and structural behavior of magnetite

description: Powders of multidomain magnetite were subjected to fatigue-related cyclic loading at ambient conditions between 30 and 500°C using a dynamical mechanical analysis system. The mechanical losses, tan δ, are sensitive to the loading frequency and correlate with decreasing coherent crystallite size of the magnetite and its lattice distortion. While the selected loading frequencies are similar to those observed during earthquake propagation, the observed signatures of magnetic fatigue are discussed towards understanding the physics of natural and human-induced seismic events.
description: ASCII tables of experimental curves and Figures in PPT Presenations
DOI: 10.35097/1472
title: Methoden, Materialien und Ergebnisse der Entwicklung funktionaler Druckprozesse. Zusätzliche Daten zur Dissertation "Neue Methodik zur Optimierung von Druckverfahren für die Herstellung funktionaler Mikrostrukturen und hybrider elektronischer Schaltungen"

description: Der vorliegende Bericht bezieht sich auf die im Oktober 2019 an der KIT-Fakultät für Maschinenbau des Karlsruher Instituts für Technologie eingereichte und im Dezember 2020 angenommene Dissertationsschrift »Neue Methodik zur Optimierung von Druckverfahren für die Herstellung funktionaler Mikrostrukturen und hybrider elektronischer Schaltungen« von Martin Ungerer. Der Bericht umfasst zusätzliche Daten zur Dissertationsschrift und beinhaltet ergänzende Erläuterungen zu Methoden, Prozessen, Materialien, Systemen und Ergebnissen.
DOI: 10.35097/1240
title: Methodical support for the investigation of system behaviour with analysis techniques - Overcoming the non-transparency in embodiment design

description: Short summary: Heuristics and analysis techniques exist to overcome the non-transparency, but their selection and adaption for particular cases is often difficult and not supported methodically. Classes of errors occurring in system observation are operationalised into requirements for analysis techniques to develop the Selection Matrix. This is evaluated on a wood screw connection as a non-transparent system. In the following, the evaluation of the analysis techniques is explained. The Chapters are sorted by requirements.
DOI: 10.35097/1547
title: Microstructural study of MgB$_{2}$ in the LiBH$_{4}$-MgH$_{2}$ composite by TEM

description: Data_Format - Software Raw - diffrac.eva(Bruker) Gfm - diffrac.eva(Bruker) Xy - Origin dm3/4 - DigitalMicrograph mrc - ImageJ emd - Velox
DOI: 10.35097/1750
title: MobimaSkidRoads Dataset

description: The MobimaSkidroads, consists of 293 images captured while driving on a skid or forest road with an industrial camera mounted on a vehicle. The dataset is completely in 16:9 landscape format and includes mixed and coniferous forests in summer and winter. The dataset includes mask and bounding box annotations for the five object classes: - Stems (0): Trunks and cutted trees with a diameter of approx. ≥10 cm - Trees (1): Trees with a diameter of approx. ≥10 cm - Stumps (2): Tree stumps - Obstacles (3): Non-passable objects not being subject to any of the other groups (e.g. stones, raised hides, way signs) - Persons (4): Complete or partially visible humans
DOI: 10.35097/1749
title: MobimaWoodlands Dataset

description: The MobimaWoodlands dataset consists of two subsets, MobimaWoodlands/Winter and MobimaWoodlands/Summer, with 126 images each. Both subsets are captured manually with handheld cameras. This dataset features typically middle-European mixed forests in summer and in winter. The summer subset is in 16:9 landscape format, while the winter subset is in 4:3 portrait orientation. The dataset includes mask and bounding box annotations for the five object classes: - Stems (0): Trunks and cutted trees with a diameter of approx. ≥10 cm - Trees (1): Trees with a diameter of approx. ≥10 cm - Stumps (2): Tree stumps - Obstacles (3): Non-passable objects not being subject to any of the other groups (e.g. stones, raised hides, way signs) - Persons (4): Complete or partially visible humans
DOI: 10.35097/1260
title: Model data to "The impact of GPS and high-resolution radiosonde nudging on the simulation of heavy precipitation during HyMeX IOP6" by Caldas-Alvarez et al., (2021)

description: The files contain the precipitation, Integrated Water Vapor (IWV) and specific humidity data from the COSMO model for the mentioned publication
DOI: 10.35097/1465
title: Model code to "The influence of lattice misfit on screw and edge dislocation-controlled solid solution strengthening in Mo-Ti alloys"

description: Code for the implementation of solid solution strengthening models in Matlab R2020a Update 4.
DOI: 10.35097/1190
title: Model output to the figures in Caldas-Alvarez and Khodayar (2019)

description: Model output used to produce the graphics of the manuscript Caldas-Alvarez and Khodayar (2019). Observational data are not included as they have been obtained from other institutions. The model output used to produce each graph is labeled "Fig_number_subnumber". The data is readable using MATLAB (files of the format *.mat and *.nc) and any program able to work with NetCDF data (ncview, ncl, cdo, etc.) for the *.nc files. In the nomenclature, there are 4 simulation types (CTRL-7, NDG-7, CTRL-2.8 and NDG-2.8). The numbers account for the horizontal resolution of the model (7 km or 2.8 km). At times these might also be referred to as EU (for the 7 km) and DE (for the 2.8 km). CTRL refers to the reference runs and the runs including the nudging (see Caldas-Alvarez and Khodayar, 2019) are indistinctly referred to as NDG or AS.
DOI: 10.5281/zenodo.10137320
title: Intelligent Energy Systems Ontology: Local flexibility market and power system co-simulation demonstration

description: The Intelligent Energy Systems Ontology (IESO) provides semantic interoperability within a society of multi-agent systems (MAS) developed in the scope of power and energy systems (PES). It leverages the knowledge from existing and publicly available semantic models developed for specific PES subdomains to accomplish a shared vocabulary among the agents of the MAS community, overcoming heterogeneity among the reused ontologies. IESO provides agents with semantic reasoning, constraints validation, and data uniformization. The use of IESO is demonstrated through the simulation of the management of a rural distribution network, considering the validation of the grid’s technical constraints. This dataset publishes files demonstrating: i) a snapshot of the initial semantic knowledge base (KB); ii) queries to the KB to get services inputs; iii) conversions between syntactic and semantic models; 
iv) constraints validations; v) automatic conversion of units of measure.
DOI: 10.5281/zenodo.5526902
title: Intelligent Energy Systems Ontology: Local flexibility market and power system co-simulation demonstration

description: The Intelligent Energy Systems Ontology (IESO) provides semantic interoperability within a society of multi-agent systems (MAS) developed in the scope of power and energy systems (PES). It leverages the knowledge from existing and publicly available semantic models developed for specific PES subdomains to accomplish a shared vocabulary among the agents of the MAS community, overcoming heterogeneity among the reused ontologies. IESO provides agents with semantic reasoning, constraints validation, and data uniformization. The use of IESO is demonstrated through the simulation of the management of a rural distribution network, considering the validation of the grid’s technical constraints. This dataset publishes files demonstrating: i) a snapshot of the initial semantic knowledge base (KB); ii) queries to the KB to get services inputs; iii) conversions between syntactic and semantic models; 
iv) constraints validations; v) automatic conversion of units of measure.
DOI: 10.5281/zenodo.5526903
title: Intelligent Energy Systems Ontology: Local flexibility market and power system co-simulation demonstration

description: The Intelligent Energy Systems Ontology (IESO) provides semantic interoperability within a society of multi-agent systems (MAS) developed in the scope of power and energy systems (PES). It leverages the knowledge from existing and publicly available semantic models developed for specific PES subdomains to accomplish a shared vocabulary among the agents of the MAS community, overcoming heterogeneity among the reused ontologies. IESO provides agents with semantic reasoning, constraints validation, and data uniformization. The use of IESO is demonstrated through the simulation of the management of a rural distribution network, considering the validation of the grid’s technical constraints. This dataset publishes files demonstrating: i) a snapshot of the initial semantic knowledge base (KB); ii) queries to the KB to get services inputs; iii) conversions between syntactic and semantic models; <br> iv) constraints validations; v) automatic conversion of units of measure.
DOI: 10.35097/1492
title: Modeling and Communicating Flexibility in Smart Grids Using Artificial Neural Networks as Surrogate Models - Supplementary Materials

description: This archive provides supplementary materials for the doctoral thesis Modeling and Communicating Flexibility in Smart Grids Using Artificial Neural Networks as Surrogate Models. For an elaborate explanation of the contents please see README.md.
DOI: 10.35097/1120
title: Monthly Mean values of sensible and latent heat fluxes, 2 meter temperature, net longwave and net shortwave radiation and cloud cover, for the period 2001-2010

description: The results are simulated with COSMO_5.0_clm9 coupled to the Land Surface Model VEG3D for the EURO-CORDEX domain. The forcing dataset is ERA-Interim. After extracting the zip-file, the results are stored in two directories. 'hyd_cond_new' contains the results for the new hydraulic conductivity function, 'hyd_cond_old' for the old one.
DOI: 10.35097/1291
title: Nano- and Microstructured Copper/Copper Oxide Composites on Laser-Induced Carbon for Enzyme-Free Glucose Sensors

description: Kostengünstige enzymfreie Glukosesensoren mit teilweiser Flexibilität, die für tragbare Internet-of-Things-Geräte geeignet sind und als personalisierte Point-of-Care-Geräte in Betracht gezogen werden können, wurden durch die galvanische Abscheidung von Kupfer auf lokal karbonisierten flexiblen Meta-Polyaramid-Folien (Nomex) unter Verwendung von Laserstrahlung hergestellt. Freistehende Filme wurden in Stickstoff- und Stickstoff/Luft-Arbeitsumgebungen getempert, was zur Bildung von Cu-Mikrosphäroiden und CuO-Egeln führte, die auf dem Substratfilm verteilt waren. Der Aggregationsmechanismus, die kristallographischen Eigenschaften, die Oberflächenchemie und die elektrochemischen Eigenschaften der Filme wurden mittels Rasterelektronenmikroskopie, Röntgendiffraktometrie, Transmissionselektronenmikroskopie, Röntgenphotoelektronenspektroskopie und zyklischer Voltammetrie untersucht. Cu-Mikrosphäroide und CuO-Igel erreichten Aktivität für den Glukose-Nachweis und zeigten eine Verbesserung der amperometrischen Empfindlichkeit auf 0,25 bzw. 0,32 mA cm-2 mM-1. Der CuO-Igelfilm behielt seine chemische Zusammensetzung nach der amperometrischen Prüfung bei und ermöglichte durch Spülen mehrere Wiederholungen mit reproduzierbaren Ergebnissen. Diese Studie eröffnet die Möglichkeit zur Herstellung langlebiger Verbundstoff-Biosensoren mit maßgeschneiderter Form, die in flexible Träger und mikrofluidische Systeme eingebaut werden können.
description: Low-cost enzyme-free glucose sensors with partial flexibility adaptable for wearable Internet of Things devices that can be envisioned as personalized point-of-care devices were produced by electroplating copper on locally carbonized flexible meta-polyaramid (Nomex) sheets using laser radiation. Freestanding films were annealed in nitrogen and nitrogen/air working environments, leading to the formation of Cu microspheroids and CuO urchins dispersed on the substrate film. The aggregation mechanism, crystallographic properties, surface chemistry, and electrochemical properties of the films were studied using scanning electron microscopy, X-ray diffractometry, transmission electron microscopy, X-ray photoelectron spectroscopy, and cyclic voltammetry. Cu microspheroids and CuO urchins attained activity for glucose detection and showed improvement of amperometric sensitivity to 0.25 and 0.32 mA cm–2 mM–1, respectively. The CuO urchin film retained its chemical composition after amperometric testing, and, by rinsing, allowed multiple repetitions with reproducible results. This study opens the possibility for the fabrication of durable composite biosensors with tailored shape, capable of implementation in flexible carriers, and microfluidic systems.
description: The collected data presented in OriginPro (2021) and structured according to the figures name from the publication. The schemes made with CorelDRAW (v17). The formulas were created with ChemOffice. The images can be handled with standard toolkit.
DOI: 10.35097/1499
title: NMR 1-13C Experiments on hyperpolarized pyruvic acid (TopSpin data)

description: These are raw data of the manuscript titled "A cryogen-free, semi-automated apparatus for bullet-dynamic nuclear polarization with improved resolution", submitted to Magnetic Resonance for peer review.