cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17192/fdr/98
title: Wolgadeutsche Mundarten: Metadaten

description: Der Datensatz umfasst 5 Dateien: Je eine Tabelle mit Metadaten zu den Akten 45-48: 1. Dateiname Archiv Engels, 2. Dateiname Projekt, 3. Fondsnummer, 4. Format, 5. InformantIn, 6. ErheberIn, 7. weitere Inhalte, 8. Anmerkungen, 9. Ort. Die Daten zu 1-5 sind vollständig. Alle Einträge entsprechen dem Stand vom Juni 2022. Dazu ein Abkürzungsverzeichnis.
DOI: 10.17192/fdr/166.2
title: Sentinel-2 data for Bale Mountains, Arusha and Kilimanjaro National Park

description: Our data provides a readme file and multiple .tar files of Sentinel-2 analysis-ready satellite data divided by each of the three East African national parks namely: Bale Mountains National Park (BMNP) in Ethiopia, Arusha National Park (ANP) and Kilimanjaro National Park (KNP) in Tanzania. In the .tar files are the GeoTiffs structured into monthly and annual products including ten spectral images (red, green, blue, broad near-infrared, near-infrared, red edge 1-3, and shortwave-infrared 1-2) as well as 22 calculated spectral indices. For the full list of indices please refer to the readme file. Additionally, the workflow and parameters files are attached, that were used to generate the analysis-ready data. The data can be unzipped and each GeoTiff can be read in an Geographic Information System (GIS) software or using programming languages like R or python.
DOI: 10.17192/fdr/200.2
title: Processing unexpected social feedback in depression

description: The data sets "study_data.csv" and "interrater_reliability.csv" are part of a clinical psychology study that investigates differences in the processing of social feedback in a heterogeneous online sample (N = 155) with varying degrees of depression. The study was registered at [Aspredicted.org](http://aspredicted.org/) (https://aspredicted.org/tj6tb.pdf) and published as a preprint at Psyarxiv (https://psyarxiv.com/tvebd/; doi: 10.31234/osf.io/tvebd).
DOI: 10.17192/fdr/45
title: Monthly air temperature and humidity of the southern slopes of Kilimanjaro, Tanzania from 2011/01 to 2014/04

description: Interpolated monthly air temperature and humidity of the southern slopes of Mt. Kilimanjaro based on ~52 climate station records. The 5 minute station records have been aggregated to monthly mean values and interpolated in space using universal kriging with elevation, aspect, slope, sky‐view factor and mean monthly normalized difference vegetation index (NDVI) as external drift variables.
DOI: 10.17192/fdr/155.2
title: Data for How the Internet of Things is reshaping Teamwork: An Experimental Study
DOI: 10.17192/fdr/75
title: Nested cross-validation analyses

description: Supplementary data and trained models for the nested cross-validation analysis of the paper "Machine Learning Classification of Trajectories from Molecular Dynamics Simulations of Chromosome Segregation"
DOI: 10.17192/fdr/235
title: NS-Raubgut-Projekt UB Marburg
title: Displaced Books

description: Alle als „NS-Raubgut“ in Frage kommenden Zugänge aus den Jahren 1933 bis 1950 in der Universitätsbibliothek wurden untersucht: antiquarische Käufe, Abgaben der Reichstauschstelle, Zugänge aus der Preußischen Staatsbibliothek, der Notgemeinschaft, Polizeibehörden, Bücher aus Spendenaktionen für Truppenbüchereien, zum Teil auch Geschenke von Privatpersonen: alles, was aus zweiter Hand kam. Die Titel der Bücher und die darin aufgefundenen Besitzvermerke wurden erfasst. In mehreren Fällen konnten die rechtmäßigen Besitzer von beschlagnahmten oder enteigneten Büchern ermittelt werden. Dies war bei etwa 110 Bände der Fall. Bei rund 100 weiteren Bänden handelt es sich mit großer Wahrscheinlichkeit ebenfalls um NS-Raubgut, die Suche nach den Vorbesitzern führte aber bislang zu keinem Ergebnis. Knapp 6.985 Titel mit entsprechenden Besitzvermerken oder andere Spuren der Herkunft sind in der Datenbank erfasst.
DOI: 10.17192/fdr/21
title: Das PDA-Print-Modell der UB/LMB Kassel: Mehrwert für Nutzer und Mitarbeiter

description: description: Forschungsdaten zur Masterarbeit im Rahmen des Weiterbildenden Masterstudiengangs Bibliotheks- und Informationswissenschaft im Fernstudium mit dem Titel "Das PDA-Print-Modell der UB/LMB Kassel: Mehrwert für Nutzer und Mitarbeiter" von Birte Cordes. Es handelt sich um Rohdaten aus der Datenbank des PDA-Print-Projekts der UB/LMB Kassel aus dem Zeitraum 05.01.2015 bis 31.12.2017 und Auswertungen auf Grundlage dieser Rohdaten. Erläuterungen des Inhalts der einzelnen Dateien finden sich in der zugehörigen Masterarbeit.
DOI: 10.17192/fdr/145
title: Use of BlueCheck on smooth surfaces in-vitro

description: The data present the findings of an in-vitro study which aimed to evaluate the ability of the BlueCheck (BC) liquid to detect artificial demineralization in human enamel. BC was applied on smooth surfaces of extracted permanent human teeth before and after artificial demineralisation and the surfaces were checked for presence of blue areas visually by different exmaminers. Fluorescence behavior (ΔF and ΔFmax) of the demineralized areas was determined using QLF (Quantitative light-induced fluorescence). Histological sections were prepared from representative samples and lesion depth was measured (micron).
DOI: 10.17192/fdr/101
title: Technology and Nature - mDGBL Evaluation Study SENSO-Trail

description: This data set (SENSO-Trail_Eval2021.csv) was created by an evaluation study for the SENSO-Trail concept, which is part of the LOEWE project Natur4.0 - Sensing Biodiversity. Six school classes (German Gymnasium) from Hesse participated 2021 in the study in pre-post-folow-up design. In a cleaned dataset, a total of 94 subjects could be analyzed by their provided data; 43 females and 50 males with an average age of 15.62 years (Min. = 14; max. = 18; SD = 0.86). A test group n = 66 (M = 15.85; SD = 0.83) and a control group n = 28 (M = 15.07; SD = 0.66) were created through a randomized assignment. In this context, it must be noted that in the follow-up examination with n = 50, a slightly lower response was achieved than was the case with the first two enquiries, which were conducted on the date of the actual intervention, directly before (pre, n = 66) and after (post, n = 66). The data was exclusively retrieved via anonymized paper- and pencil-style questionnaires at all three times of enquiry. The data set contains coded information about the participants biographic, affective and cognitive attributes.
DOI: 10.17192/fdr/2
title: PoS-tagged Middle Welsh texts from Oxford, Jesus College MS. 119

description: Middle Welsh PoS-tagged texts from Oxford, Jesus College MS. 119, as transcribed in Luft, Diana; Thomas, Peter Wynn; Smith, D. Mark (2013): Rhyddiaith Gymraeg 1300-1425. Cardiff University. Available online at http://www.rhyddiaithganoloesol.caerdydd.ac.uk. PoS-tagging by Marieke Meelen, preprocessing and manual correction by Elena Parina and Raphael Sackmann. These data are part of the project ‚Übersetzungen als Sprachkontaktphänomene - Untersuchungen zu lexikalischen, grammatischen und syntaktischen Interferenzen in mittelkymrischen religiösen Texten’ funded by Fritz Thyssen Foundation, P.I. Prof. Dr. Erich Poppe, 1-10.2015-30.09.2018 For the tags see Meelen, Marieke (2016): Why Jesus and Job spoke bad Welsh. The origin and distribution of V2 orders in Middle Welsh. Utrecht: LOT. Available online at http://www.lotpublications.nl/why-jesus-and-job-spoke-bad-welsh. pp. 328-330.
DOI: 10.17192/fdr/188
title: ElasticHash: Semantic Image Similarity Search in Elasticsearch

description: Models and datasets for publication: Korfhage, N., Mühling, M., Freisleben, B. (2021). ElasticHash: Semantic Image Similarity Search by Deep Hashing with Elasticsearch. In: Tsapatsoulis, N., Panayides, A., Theocharides, T., Lanitis, A., Pattichis, C., Vento, M. (eds) Computer Analysis of Images and Patterns. CAIP 2021. Lecture Notes in Computer Science(), vol 13053. Springer, Cham. https://doi.org/10.1007/978-3-030-89131-2_2 ElasticHash uses Elasticsearch for high-quality, efficient, and large-scale semantic image similarity search. It is based on a deep hashing model to learn hash codes for fine-grained image similarity search in natural images and a two-stage method for efficiently searching binary hash codes using Elasticsearch (ES). In the first stage, a coarse search based on short hash codes is performed using multi-index hashing and ES terms lookup of neighboring hash codes. In the second stage, the list of results is re-ranked by computing the Hamming distance on long hash codes. The files published here are needed to set up the system for large-scale image similarity search and to reproduce the experiments. More details can be found in the Git-Repository: https://github.com/umr-ds/ElasticHash
DOI: 10.17192/fdr/144
title: Testdatensatz Regenprognose 6a
DOI: 10.17192/fdr/204
title: Recognizing European mammals and birds in camera trap images using convolutional neural networks

description: This dataset contains the trained models and the test data set presented in the paper "Recognizing European mammals and birds in camera trap images using convolutional neural networks". In this paper, we present convolutional neural network models based on the EfficientNetV2 and ConvNext architectures to recognize both mammals and bird species in camera trap images. In the archive files "model_ConvNextBase.tar" and "model_EfficientNetV2.tar", we provide downloads for our best trained models in the Tensorflow2 SavedModel format (https://www.tensorflow.org/guide/saved_model). A script to load and run the models can be found in our Git-Repository: https://github.com/umr-ds/Marburg-Camera-Traps. We also provide a download for the Marburg Open Forest (MOF) data set consisting of a collection of over 2000 images showing 18 animal species in the archive file "data_MOF.tar". This file contains two folders named "img" and "md", respectively. The "img" folder contains the images grouped in subfolders by recording date and camera trap id. The "md" folder contains the metadata which constists of the bounding box detections for each image. The metadata is grouped into yaml-files for each species.
DOI: 10.17192/fdr/16
title: Humans trust central vision more than peripheral vision even in the dark

description: description: Dataset relative to the following publication: Gloriani, A. H., & Schütz, A. C. (2019). Humans trust central vision more than peripheral vision even in the dark. Current Biology, 29, 1206–1210.
DOI: 10.17192/fdr/80.2
title: Scripts and data for the training of ML-models to classify activity based on VHF-signal-pattern

description: This archive contains all data and scripts to reproduce the model training procedure described in: An open-source method for classification of activity states in small vertebrates using automatic VHF-telemetry
DOI: 10.17192/fdr/142
title: Testdatensatz Regenprognose 3
DOI: 10.17192/fdr/48
title: Purchasing under threat: Changes in purchasing patterns during the COVID-19 pandemic

description: Data from an online questionnaire on changes in purchasing behavior under the COVID-19 pandemic. For further details see the readme.txt.
DOI: 10.17192/fdr/21.2
title: Das PDA-Print-Modell der UB/LMB Kassel: Mehrwert für Nutzer und Mitarbeiter

description: description: Forschungsdaten zur Masterarbeit im Rahmen des Weiterbildenden Masterstudiengangs Bibliotheks- und Informationswissenschaft im Fernstudium mit dem Titel "Das PDA-Print-Modell der UB/LMB Kassel: Mehrwert für Nutzer und Mitarbeiter" von Birte Cordes. Es handelt sich um Rohdaten aus der Datenbank des PDA-Print-Projekts der UB/LMB Kassel aus dem Zeitraum 05.01.2015 bis 31.12.2017 und Auswertungen auf Grundlage dieser Rohdaten. Erläuterungen des Inhalts der einzelnen Dateien finden sich in der zugehörigen Masterarbeit.
DOI: 10.17192/fdr/109
title: Ergebnisse_einzelnes

description: Daten zugehörig zur Dissertation Stephan Ringshandl. Für erweiterte Informationen sei auf die in dieser Sammlung hinterlegte README Datei verwiesen. Nummern am Anfang jeder Datei bezeichnen das Kapitel der Dissertation in der diese Daten erstellt und beschrieben wurden.
DOI: 10.17192/fdr/185
title: Feature Pyramid Fusion for Detection and Segmentation of Morphologically Complex Eukaryotic Cells

description: Models and Datasets for the following publication: Detection and segmentation of morphologically complex eukaryotic cells in fluorescence microscopy images via feature pyramid fusion Korfhage N, Mühling M, Ringshandl S, Becker A, Schmeck B, et al. (2020) Detection and segmentation of morphologically complex eukaryotic cells in fluorescence microscopy images via feature pyramid fusion. PLOS Computational Biology 16(9): e1008179. https://doi.org/10.1371/journal.pcbi.1008179
description: Detection and segmentation of macrophage cells in fluorescence microscopy images is a challenging problem, mainly due to crowded cells, variation in shapes, and morphological complexity. We present a new deep learning approach for cell detection and segmentation that incorporates previously learned nucleus features. A novel fusion of feature pyramids for nucleus detection and segmentation with feature pyramids for cell detection and segmentation is used to improve performance on a microscopic image dataset created by us and provided for public use, containing both nucleus and cell signals.
DOI: 10.17192/fdr/103
title: miRNA_Teilscreening

description: miRNA Screening Mikroskopie Daten zugehörig zur Dissertation Stephan Ringshandl. Für erweiterte Informationen sei auf die in dieser Sammlung hinterlegte README Datei verwiesen. Jede Datei enthält Daten einer halben Mikrotiterplatte. Der 6-stellige Code im Titel bezeichnet die Mikrotiterplatte, wobei die Systematik in der in dieser Sammlung ebenfalls enthaltenen README Datei zu finden ist. nd2 Dateien enthalten die oben beschriebenen Kanäle und in seltenen Fällen auch eine Aufnahme im DIC (Differentialinterferenzkontrast) Kanal. Signalfarben entsprechen folgenden Objekten: rot wurde über CellMask Red gefärbt = differenzierte THP1 Zellen, blau würde über Höchst 33342 gefärbt = DNA (Zellkern der THP1 Zellen), grün ist durch Legionellen exprimiertes GFP = Legionella pneumophila Corby. Mikroskopie über Nikon Eclipse Ti2 Mikroskop mit folgenden Einstellungen. Jeweils Kanalfarbe/Anregungsfilter/Dichroitischer Spiegel/Emissionsfilter: blau/381,5 nm - 392,5 nm/409 nm/417 nm – 477 nm, grün/457 nm – 487nm/495 nm/502,5 nm - 537,5 nm, rot/542 nm – 582 nm/593 nm/604 nm - 644 nm.
DOI: 10.17192/fdr/82.2
title: Validation of the performance of the random forest model for activity classification

description: We applied the trained random forest models to the 50% data withheld for testing to evaluate its performance in classifying bat activity. Similarly, we applied random forest models to the bird and human activity dataset after calculating the same predictor variables as for the bats. We first calculated the true positive rate (TPR) as the ratio of correctly identified incidents by comparing the observed data with the activity class attributed by the trained random forest models for all dataset types (i.e., human activity dataset, woodpecker, and bat video sequences). Next, we calculated the models’ F-score (F1) using the Caret package (Kuhn, 2008). Data and code are stored here.
DOI: 10.17192/fdr/17
title: Competition between salience and informational value for saccade adaptation

description: Dataset from the following publication: Wolf, C., Wagner, I., & Schütz, A.C. (accepted, to appear). Competition between salience and informational value for saccade adaptation. Journal of Vision. For every experiment, there is a zip folder with the underlying data. Column descriptions can be found in pdf files. More informations can be found in the README.txt files in every folder. For further questions, please contact: chr.wolf[at]wwu.de or a.schuetz[at]uni.marburg.de.
DOI: 10.17192/fdr/66
title: Implausible Priors in Bayesian Models of Body Ownership

description: This code reimplements the Bayesian Causal Inference model of body ownership as described by Samad et al., 2015 (s. references). It also varies the hyperprior parameter and implements a truncated version of the model, developed by us.
DOI: 10.17192/fdr/143
title: Testdatensatz Regenprognose 5
DOI: 10.17192/fdr/47
title: Replication files for "Publishing, signaling, social capital, and gender: Determinants of becoming a tenured professor in German political science" (PLOS ONE)

description: We apply event history analysis to analyze career and publication data of virtually all political scientists in German university departments, showing that each published refereed journal article increases a political scientist’s chance for tenure by 9 percent, while other publications affect the odds for tenure only marginally and in some cases even negatively. Each received award and third party funding increases the odds for tenure by respectively 41 and 26 percent, while international experience, social capital and children hardly have a strong influence. Surprisingly, having degrees from a German university of excellence strongly decreases the odds for tenure. Women with similar credentials have at least 20 percent higher odds to get tenure than men. Our data therefore suggests that the lower factual hiring rates of women are better explained by a leaky pipeline, e.g. women leaving academia, rather than because women are not hired even when they are as productive as men. The article contributes to a better understanding of the role of meritocratic and non-meritocratic factors in achieving highly competitive job positions.
DOI: 10.17192/fdr/74
title: Survey Data for MTAI validation

description: Data was collected from german university students in Marburg via online survey in order to a) validate a new instrument to analyze attitudes towards modern technology and to b) identify possible factors (age, gender, interest, subject, ...) influencing them.
DOI: 10.17192/fdr/147.3
title: Reconciliation in Colombia – A Q-methodological Study

description: This is the data from a q-methodological research project on reconciliation in Colombia, which was conducted from May 2021 until August 2022 and funded by the Deutsche Stiftung Friedensforschung (DSF). Data was collected from October until mid-December 2021 online via Q Method Software (https://qmethodsoftware.com) and analyzed with Ken-Q Analysis (https://shawnbanasick.github.io/ken-q-analysis/). Research participants were asked to share their perspectives on reconciliation in Colombia by ranking images on a distribution scale from -4 (least representative images for reconciliation) to +4 (most representative images for reconciliation). The resulting distributions of images are referred to as Q sorts and factor analysis is used to find groups of similar Q sorts, i.e. perspectives on reconciliation. Since the scope of publications is always limited, we seek to provide a higher level of transparency to our research providing our research data in this repository.
DOI: 10.17192/fdr/141
title: Testdatensatz Regenprognose 2
DOI: 10.17192/fdr/77
title: Expression of Estrogen Receptor Alpha and Evaluation of Histological Degeneration Scores in Fibroblasts of Hypertrophied Ligamentum Flavum: A Qualitative Study

description: This repository contains the dataset for the paper "Expression of Estrogen Receptor Alpha and Evaluation of Histological Degeneration Scores in Fibroblasts of Hypertrophied Ligamentum Flavum: A Qualitative Study", accepted by Biomolecules November 19th 2021. The results listed in the paper can be reproduced with the data stored here.
DOI: 10.17192/fdr/19
title: Radiotracking campaign 2019 - raw data

description: description: In 2019, 15 automatic radio positioning stations were installed in the Marburg Open Forest, the open research and teaching forest in the university forest of the Philipps-University Marburg. With the help of these stations, bats and songbirds are to be tracked over every breeding season until 2022. This dataset contains the raw data of the Radiotracking campaign 2019 within the LOEWE focus Nature 4.0 - Sensing Biodiversity, funded by the Hessian Ministry of Science and Art.
DOI: 10.17192/fdr/76.12
title: Integration of optic flow into the sky compass network in the brain of the desert locust

description: This repository accompanies the 2023 Frontiers manuscript 'Integration of optic flow into the sky compass network in the brain of the desert locust'. It contains physiological and meta data, code for their analysis, and code underlying the computational model and simulation.
DOI: 10.57755/g0wd-w889
title: Miejscowa i ogólnoustrojowa odpowiedź immunologiczna na wybrane, rekombinowane antygeny bakteryjne (rHsp60 i rOMP40 Histophilus somni) u cieląt ras mlecznych
title: Local and systemic humoral immune responses to selected recombinant bacterial antigens (Histophilus somni rHsp60 and rOMP40) administered intranasally and subcutaneously to dairy calves

description: <p>In this study, we investigated early immunizations against selected conserved bacterial antigens. Calves were vaccinated twice intranasally and then subcutaneously with Histophilus somni recombinant proteins (rOMP40, rHsp60) mixed with one of two adjuvants: CpG ODN2007 or MPLA. The control group (Con) was injected with PBS. There were 11 calves in each group (experimental group I- CpG; experimental group II- MPLA; and control-Con). The first immunization was done between 24-48 hours of life and then twice in two weeks intervals.  During experiment blood samples, nasal secretions and saliva were taken five times: S1- Immediately before the first intranasal immunization (24-48 hours of life). S2- Two weeks after the first immunization (14-16 days of age) and immediately before the second intranasal immunization.  S3- Two weeks after the second immunization (28-30 days of age), immediately before the third subcutaneous immunization.  S4- Two weeks after the third immunization (42-44 days of age). S5- two weeks after S4 (59-61 days of age).  Before each sampling, clinical examination of the calves was performed (rectal temperature oC nasal discharge, cough, hearth, and breathing rates).  In serum samples it was determined:  the reactivity of anti-rHsp60 and anti-rOMP40 antibodies in IgG1, IgG2, IgM and IgA classes   immunoglobulins (IgG1, IgG2, IgM and IgA classes) concentrations  acute phase proteins (haptoglobin, SAA, fibrinogen) concentrations  In nasal secretions it was determined:   the reactivity of anti-rHsp60 and anti-rOMP40 antibodies in IgG1 and IgA classes   immunoglobulins (IgG1 and IgA classes) concentrations In whey colostrum it was determined:  the reactivity of anti-rHsp60 and anti-rOMP40 antibodies in IgG1, IgG2, IgM and IgA classes   immunoglobulins (IgG1, IgG2, IgM and IgA classes) concentrations In  calf serum from S1, S3 and S5, the antibody against  Bovine Herpesvirus-1 (BHV-1 ), Bovine Viral Diarrhea Virus (BVDV ), Bovine Respiratory Syncytial Virus (BRSV ), Bovine Parainfluenza-3 virus (PI-3V ), and Mycoplasma bovis were evaluated.</p>