cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.4106456
title: Global reanalysis of riverine water levels at the river mouth

description: Dataset prepared for manuscript "The effect of surge on riverine flood hazard and impact in deltas globally" (Eilander <em>et al </em>2020) This dataset includes water level data and discharge at 3433 river mouth locations globally, including several components of nearshore still water levels based on a model framework for global compound flood simulations. We usedof runoff from tier 2 of the EartH2Observe (E2O) project (Dutra <em>et al</em> 2017, Schellekens <em>et al</em> 2017) with meteorological forcing from ERA-Interim (Dee <em>et al</em> 2011) and MSWEP v1.2 (Beck <em>et al</em> 2017), surge levels from the Global Tide and Surge Reanalysis (GTSR) based on the GTSM model (Muis <em>et al</em> 2016), and tide levels from the FES2012 model (Carrere <em>et al</em> 2012). These runoff and dynamic sea level (surge and tide) data were used to force the global river routing model CaMa-Flood (Yamazaki <em>et al</em> 2011) to simulate riverine water levels. The accompanying excel file provides an table explaining the data dimensions, variables and metadata.
DOI: 10.5281/zenodo.10217972
title: Supplementary dataset to the publication "Ultraviolet C inactivation of Coxiella burnetii for production of a structurally preserved whole cell vaccine antigen"

description: The dataset supplements the journal article "Ultraviolet C inactivation of Coxiella burnetii for production of a structurally preserved whole cell vaccine antigen" published by Katja Mertens-Scholz, Amira A. Moawad, Elisabeth M. Liebler-Tenorio, Andrea Helming, Jennifer Andrack, Peter Miethe, Heinrich Neubauer, Mathias W. Pletz and Ina-Gabriele Richter in the journal BMC Microbiology (https://doi.org/10.1186/s12866-024-03246-z). The file "NMII 100µW" contains all data regarding inactivation of C. burnetii Nine Mile  phase II with 100µW in a time dependent manner. The file "NMI 100 and 250µW" contains all data regarding inactivation of C. burnetii Nine Mile  phase I with 100µW  and 250µW in a time dependent manner. The file "surviving fraction" contains all data regarding inactivation of C. burnetii Nine Mile phase I and II after UVC treatment. The file "serology" contains all data obtained from ELISA experiments. The file "diameter" contains all data regarding the bacterial diameter after UVC treatment.
DOI: 10.5281/zenodo.10217973
title: Supplementary dataset to the publication "Ultraviolet C inactivation of Coxiella burnetii for production of a structurally preserved whole cell vaccine antigen"

description: The dataset supplements the journal article "Ultraviolet C inactivation of Coxiella burnetii for production of a structurally preserved whole cell vaccine antigen" published by Katja Mertens-Scholz, Amira A. Moawad, Elisabeth M. Liebler-Tenorio, Andrea Helming, Jennifer Andrack, Peter Miethe, Heinrich Neubauer, Mathias W. Pletz and Ina-Gabriele Richter in the journal BMC Microbiology (https://doi.org/10.1186/s12866-024-03246-z). The file "NMII 100µW" contains all data regarding inactivation of C. burnetii Nine Mile  phase II with 100µW in a time dependent manner. The file "NMI 100 and 250µW" contains all data regarding inactivation of C. burnetii Nine Mile  phase I with 100µW  and 250µW in a time dependent manner. The file "surviving fraction" contains all data regarding inactivation of C. burnetii Nine Mile phase I and II after UVC treatment. The file "serology" contains all data obtained from ELISA experiments. The file "diameter" contains all data regarding the bacterial diameter after UVC treatment.
DOI: 10.5281/zenodo.12530246
title: Supplementary dataset to the publication "Ultraviolet C inactivation of Coxiella burnetii for production of a structurally preserved whole cell vaccine antigen"

description: The dataset supplements the journal article "Ultraviolet C inactivation of Coxiella burnetii for production of a structurally preserved whole cell vaccine antigen" published by Katja Mertens-Scholz, Amira A. Moawad, Elisabeth M. Liebler-Tenorio, Andrea Helming, Jennifer Andrack, Peter Miethe, Heinrich Neubauer, Mathias W. Pletz and Ina-Gabriele Richter in the journal BMC Microbiology (https://doi.org/10.1186/s12866-024-03246-z). The file "NMII 100µW" contains all data regarding inactivation of C. burnetii Nine Mile  phase II with 100µW in a time dependent manner. The file "NMI 100 and 250µW" contains all data regarding inactivation of C. burnetii Nine Mile  phase I with 100µW  and 250µW in a time dependent manner. The file "surviving fraction" contains all data regarding inactivation of C. burnetii Nine Mile phase I and II after UVC treatment. The file "serology" contains all data obtained from ELISA experiments. The file "diameter" contains all data regarding the bacterial diameter after UVC treatment.
DOI: 10.5281/zenodo.12542973
title: Supplementary dataset to the publication "Ultraviolet C inactivation of Coxiella burnetii for production of a structurally preserved whole cell vaccine antigen"

description: The dataset supplements the journal article "Ultraviolet C inactivation of Coxiella burnetii for production of a structurally preserved whole cell vaccine antigen" published by Katja Mertens-Scholz, Amira A. Moawad, Elisabeth M. Liebler-Tenorio, Andrea Helming, Jennifer Andrack, Peter Miethe, Heinrich Neubauer, Mathias W. Pletz and Ina-Gabriele Richter in the journal BMC Microbiology (https://doi.org/10.1186/s12866-024-03246-z). The file "NMII 100µW" contains all data regarding inactivation of C. burnetii Nine Mile  phase II with 100µW in a time dependent manner. The file "NMI 100 and 250µW" contains all data regarding inactivation of C. burnetii Nine Mile  phase I with 100µW  and 250µW in a time dependent manner. The file "surviving fraction" contains all data regarding inactivation of C. burnetii Nine Mile phase I and II after UVC treatment. The file "serology" contains all data obtained from ELISA experiments. The file "diameter" contains all data regarding the bacterial diameter after UVC treatment.
DOI: 10.5281/zenodo.4447435
title: Global River Sediments (GloRiSe)

description: This database is a set of 2828 suspended and bed sediment compositional measurements from 1683 locations around the globe. It is named Global River Sediments (<em>GloRiSe</em>) version 1.0, and includes major, minor and trace elements, along with mineralogical and petrographic data, and provides time-series for some sites. Each observation is complemented by metadata describing geographic location, sampling date and time, sample treatment and measurement details, which allows for grouping and selection of observations, as well as for interoperability with external data sources and improves interpretability. Information on references, unit conversion and references make the database comprehensible. Notably, the close to globe-spanning extent of this compilation allows to derive data-driven, spatially resolved global-scale conclusions about the role of rivers and processes related to them within the Earth-system. Practically, this data may be used for e.g. (spatial) statistical modelling and model testing, to complement local or regional datasets, to explore and compare time-series at different locations, to screen potential for field studies, to assess anthropogenic pollution or to characterize the material continuously transported to the global ocean and fresh-water reservoirs.
description: Compilation of published data.
DOI: 10.5281/zenodo.10263
title: Bibliographische Datensätze Zu Artikeln Mit Archäologischem Bezug

description: Dieses Paket enthält bibliographische Daten zu Zeitschriftenartikeln mit archäologischem Hintergrund aus den Jahren 2007 bis 2011 in den Formaten MODS, RDF/XML und im Apache-Solr-Add-Format.<br>
<br>
Die Daten wurden zum Test des im Projekt aufgebauten Systems erzeugt und haben den Stand vom 28.06.2012.<br>
<br>
Die Daten wurden mit den im Projekt ArcheoInf entwickelten Werkzeugen erzeugt. Die Werkzeuge sind auf GitHub unter https://github.com/ArcheoInf/bibdata abgelegt.<br>
<br>
Neben diesen Datensätzen haben die Bibliothken auch die Software ... auf GitHub abgelegt ([ArcheoInf auf GitHub](https://github.com/ArcheoInf/bibdata)). Das letzte (bzw. einzige) Release dieses Softwarearchiv wurde ebenfalls auf Zenodo archiviert.
DOI: 10.5281/zenodo.4718371
title: Smart home data set - temperature, humidity, motion, sound, and smart water meter data

description: Smart home dataset including a file with readings from temperature, humidity, sound, motion and a file with data from a smart water meter from a two floor house where a family of four lives in Cyprus.
DOI: 10.1594/pangaea.943833
title: Boomer (sub-bottom profiler) data of CURRDROW cruise in 2011, Maldivian carbonate platform

description: The shallow-water survey with the dive safari vessel was performed with a boomer-plate AA301 (Applied Acoustic) as acoustic source operated with a power of 300 J/shot, a 24-channel MicroEel analog streamer (Geometrics), and a global positioning system (Hemisphere, Canada). Shot intervals was 1.2 s and the applied recording length 0.2 s TWT. Profiling speed was 3 to 3.5 knots.
DOI: 10.5281/zenodo.804392
title: Representations Of Language In A Model Of Visually Grounded Speech Signal: Data

description: The set of datafiles to reproduce results from:


	Chrupała, G., Gelderloos, L., & Alishahi, A. (2017). Representations of language in a model of visually grounded speech signal. ACL. arXiv preprint: https://arxiv.org/abs/1702.01991
DOI: 10.5281/zenodo.1250569
title: Changes In Gene Expression During Germination Reveal Pea Genotypes With Either 'Quiescence' Or 'Escape' Mechanisms Of Waterlogging Tolerance

description: Waterlogging causes germination failure in pea (<em>Pisum sativum</em> L.). Three genotypes (BM-3, NL-2 and Kaspa) contrasting in ability to germinate in waterlogged soil were exposed to different durations of waterlogging. Whole genome RNAseq was employed to capture differentially expressing genes. The ability to germinate in waterlogged soil was associated with testa colour and testa membrane integrity as confirmed by electrical conductivity measurements. Among the most differentially regulated genes, upregulated gene tyrosine protein kinase responsible for metabolic regulation and downregulated LOX5 involved in fat metabolism indicated energy preservation in tolerant Kaspa, while in the other tolerant NL-2 subtilase family protein and PNC2 involved in protein and fat metabolism respectively showed upregulated expression suggesting energy utilization during waterlogging. By contrast, in sensitive genotype BM-3 high upregulation was recorded for the kunitz-type trypsin/protease inhibitor whose role is blocking the activity of protein metabolism leading to excessive lipid metabolism causing membrane leakage and subsequent seed damage. Pathway analyses based on gene ontologies showed seed storage protein metabolism as upregulated in tolerant genotypes and downregulated in the sensitive genotype. Understanding the tolerance mechanism provides a platform to breed for adaptation to waterlogging stress at germination in pea.
description: This is the KSP dataset. The BM3 dataset can be found at 10.5281/zenodo.1209073. The NLL dataset can be found at 10.5281/zenodo.1252493.
description: {"references": ["Zaman, M. S. U., Malik, A. I., Erskine, W., & Kaur, P. (2018). Changes in gene expression during germination reveal pea genotypes with either 'quiescence' or 'escape' mechanisms of waterlogging tolerance. Plant Cell Environ. doi:10.1111/pce.13338"]}
DOI: 10.5281/zenodo.13148469
title: Binary black-hole simulation SXS:BBH:1821

description: Simulation of a black-hole binary system evolved by the SpEC code.
DOI: 10.5281/zenodo.13148470
title: Binary black-hole simulation SXS:BBH:1821

description: Simulation of a black-hole binary system evolved by the SpEC code.
DOI: 10.5281/zenodo.12873
title: Cyclic test data of five URM walls at half-scale

description: This data presents the results of a test series on five identical unreinforced masonry walls built at half-scale that were constructed using hollow clay brick units and standard cement-based mortar. The test units were subjected to<br>
quasi-static cycles of increasing drift demands and the tests differed with regard to the applied axial load and the moment restraint applied at the top of the walls. The walls were tested up to failure. Throughout the loading the deformations of the walls were recorded using a digital photogrammetric measurement system tracking the movement of 312 points per test unit.
description: When using the data please cite as follows:
Petry, S and Beyer, K; Scaling unreinforced masonry for reduced-scale seismic testing. Bulletin of Earthquake Engineering (2014), 12(6):2557–2581, DOI: 10.1007/s10518-014-9605-1
DOI: 10.5281/zenodo.485151
title: Unsupervised Does Not Mean Uninterpretable: The Case For Word Sense Induction And Disambiguation

description: This dataset contains the models for interpretable Word Sense Disambiguation (WSD) that were employed in Panchenko et al. (2017; the paper can be accessed at https://www.lt.informatik.tu-darmstadt.de/fileadmin/user_upload/Group_LangTech/publications/EACL_Interpretability___FINAL__1_.pdf).

The files were computed on a 2015 dump from the English Wikipedia. Their contents:


	Induced Sense Inventories: <strong>wp_stanford_sense_inventories.tar.gz</strong><br>
	This file contains 3 inventories (coarse, medium fine)
	Language Model (3-gram): <strong>wiki_text.3.arpa.gz</strong><br>
	This file contains all n-grams up to n=3 and can be loaded into an index
	Weighted Dependency Features: <strong>wp_stanford_lemma_LMI_s0.0_w2_f2_wf2_wpfmax1000_wpfmin2_p1000.gz</strong><br>
	This file contains weighted word--context-feature combinations and includes their count and an LMI significance score
	Distributional Thesaurus (DT) of Dependency Features: <strong>wp_stanford_lemma_BIM_LMI_s0.0_w2_f2_wf2_wpfmax1000_wpfmin2_p1000_simsortlimit200_feature expansion.gz</strong><br>
	This file contains a DT of context features. The context feature similarities can be used for context expansion


For further information, consult the paper and the companion page: http://jobimtext.org/wsd/

Panchenko A., Ruppert E., Faralli S., Ponzetto S. P., and Biemann C. (2017): Unsupervised Does Not Mean Uninterpretable: The Case for Word Sense Induction and Disambiguation. In Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics (EACL'2017). Valencia, Spain. Association for Computational Linguistics.
DOI: 10.5281/zenodo.292338
title: Quasi-Periodic Gaussian Process Rotation Period Posterior Samples (With An Uninformative Prior) For 998 Simulated Kepler Light Curves.

description: 997.h5 files containing light curves, hyperparameter priors, period priors and posterior samples for the QP-GP rotation period model in Angus, Morton, Aigrain, Foreman-Mackey & Rajpaul (2017).

997 .png light curve images.

To load the samples in python:

&gt;&gt;&gt; df = pd.read_hdf("1.h5", key="samples")

&gt;&gt;&gt; ln_period_samples = df.ln_period

&gt;&gt;&gt; ln_A_samples = df.ln_A

&gt;&gt;&gt; ln_l_samples = df.ln_l

&gt;&gt;&gt; ln_G_samples = df.ln_G

&gt;&gt;&gt; ln_sigma_samples = df.ln_sigma
DOI: 10.5281/zenodo.573745
title: Full Dataset For Journal: "On The Fluid-Structure Interaction Of Flexible Membrane Wings For Mavs In And Out Of Ground-Effect"

description: 0.) Version: 18.May 2017

1.) The attached data relates to experimental windtunnel measurements on passive membrane wings for MAVs. The data was aquired between 2012-2016 at the University of Southampton, involving Robert Bleischwitz as PhD student, who was supervised by Roeland de Kat and Bharathram Ganapathisubramani.

2.) The attached data is given time-resolved and time-synchronised at 800Hz over a imaging-period of 5000 images, involving load measurements via a 6-axis load-cell ATI Nano17 /25N, deformation measurements via Digitial Image Processing (DIC) and planar flow measurements via two side-by-side cameras. 

3.) More setup and processing details can be found in the paper "On the fluid-structure interaction of flexible membrane wings for MAVs in and out of ground-effect" (2017) by the authors R. Bleischwitz, R. de Kat, B. Ganapathisubramani<br>
Published in the Journal of Fluids and Structures (http://www.sciencedirect.com/science/article/pii/S088997461630370X)

4.) All load/deformation/flow folders contain a README.txt(Use 1st) and Instructions.m (Use 2nd) file, which give further supporting details how to illustrate the data

5.) This specific upload is zipped and contains all necessary files to reconstruct the time-resolved dataset.
description: Abstract to publication: Wind tunnel experiments are conducted at a Reynolds number of Re=56,000, measuring rigid flat-plates and flexible membrane wings from free-flight into ground-effect conditions. Load cell measurements, digital image correlation and particle image velocimetry are applied in high-speed to resolve time-synchronised lift, drag and pitch oscillations simultaneously with membrane and flow dynamics. Proper orthogonal decomposition is applied on flow oscillations to determine their spatiotemporal evolution. Loads, membrane motions and flow dynamics are correlated to each other to investigate their underlying coupling physics. A membrane wing's ability of static cambering and dynamic membrane oscillations are found to be beneficial when the wing is in ground-effect, where the descent in height forces premature leading-edge vortex-shedding and drag increase. The dynamic motions of membrane wings help to exploit vortex-shedding dynamics from the leading-edge that ensures time-averaged reattached flow over the wing upper surface, resulting in further lift enhancement. Membrane wings show lag-free fluid-membrane coupling at peak-lift conditions. In post-stall conditions, the membrane is found to lag the flow dynamics, signalling the end of direct fluid-structure coupling.
DOI: 10.5281/zenodo.4294793
title: Mental health chabots

description: Data
DOI: 10.5281/zenodo.4646704
title: Historical land surface albedo changes in China

description: Land surface albedo is a critical parameter of the Earth’s energy budget, and has been greatly altered by climate change and human activities. The recent changes in land surface albedo can be monitored by satellite observations. However, because land surface albedo before the satellite era cannot be directly acquired by measurements, historical land surface albedo changes must be obtained using reconstructions and model simulations. To improve our understanding of historical land surface albedo changes and their climatic effects, we reconstructed land surface albedo in China from 850 to 2015 using the historical land use harmonization version 2 (LUH2) dataset and albedo look-up maps. The reconstructed dataset of annual-mean land surface albedo in China from 850 to 2015 was stored with the TIFF format. A total number of 1166 TIFF files can be find in the uploaded RAR file.
DOI: 10.5281/zenodo.6955
title: Vaartijdenboek M.S. Cornelis Prins, 1E Helft: Regelgeving.

description: Het vaartijdenboek is bijgehouden tussen 1968 en 1981. Het eerste gedeelte t/m pag. 50 bevat de regelgeving in het Duits, Nederlands en Frans.
Dit deel is nu digitaal beschikbaar voor tekstonderzoek. Het vervolg is het ingevulde vaartijdenregister zelf. Dit zal t.z.t. eveneens digitaal beschikbaar komen. Het archiefstuk is in particulier bezit.
Het archief van het bedrijf bevindt zich bij de archiefdienst van de gemeente Rotterdam
DOI: 10.5281/zenodo.7502367
title: Smartphone addiction among adolescents

description: Dataset
DOI: 10.5281/zenodo.1215650
title: Two Test Collections For The Author Name Disambiguation Problem Based On Dblp

description: This data set contains two test collections for the author name disambiguation problem. Both collections harness the manual correction work which has been invested into the DBLP (https://dblp.org) collection for computer science literature. The collections are published under the Open Data Commons Attribution License (ODC-By) v1.0.

Version 2.0 contains more recent historical data (June 1999 - March 2018) than the previous version (June 1999 - October 2015).
DOI: 10.5281/zenodo.32717
title: Tones Ontology Repository (Corpus)

description: The <em>TONES Ontology Repository</em> was designed to be a central location for ontologies that might be of use to tools developers for testing purposes. It includes various metrics for the contained ontologies, such as DL expressiveness and the number of different axioms. The web service is now deprecated, the corpus is stored here for future reference.
DOI: 10.5281/zenodo.5112122
title: GPRChinaTemp1km: 1 km monthly maximum air temperature for China from January 1951 to December 2020

description: GPRChinaTemp1km is a new high-resolution (1-km) monthly gridded air temperature dataset for China from January 1951 to December 2020. The dataset includes monthly maximum air temperature covering the main land area of China during 1951-2020, which was interpolated by the Gaussian process regression (GPR) method based on the meteorological station data. The monthly gridded temperature dataset was evaluated by the observed values of the meteorological stations from the China Meteorological Data Service Centre. The dataset is in GeoTIFF format in the WGS84 (EPSG:4326) coordinate system. The unit of the data is degree Celsius (°C).
DOI: 10.5281/zenodo.4506295
title: Visualisasi Informasi Kesehatan Mental pada Perusahaan Teknologi di Amerika Serikat

description: Berisi dataset dan daftar kode untuk menghasilkan Visualisasi Informasi Kesehatan Mental pada Perusahaan Teknologi di Amerika Serikat
DOI: 10.5281/zenodo.16747
title: Replication Data For: Continuously Moving Table Mri With Golden Angle Radial Sampling

description: Continuously moving table (CMT) MRI is a high throughput technique that has multiple applications in whole-body imaging. In this work, CMT MRI based on golden angle (GA, 111.246° azimuthal step) radial sampling is developed at 3 Tesla (T), with the goal of increased flexibility in image reconstruction using arbitrary profile groupings.
DOI: 10.5281/zenodo.344935
title: Jingju Phoneme Classification Features for EUSIPCO 2017 paper

description: This dataset contains the pre-computed Mel-bands features from the training part of Rong Gong, Rafael Caro Repetto, & Yile Yang. (2017). Jingju a cappella singing dataset part1 [Data set]. Zenodo. http://doi.org/10.5281/zenodo.344932 This dataset is used for reproducing the singing voice phoneme classification experiment described in the following paper: Timbre Analysis of Music Audio Signals with Convolutional Neural Networks For the usage and code, please refer to https://github.com/ronggong/EUSIPCO2017
DOI: 10.1594/pangaea.883199
title: Sub-bottom profiler transect across the pockmark field.during HEINCKE cruise HE471

description: Sub-bottom profiler transect (Innomar SES-2000 medium onboard R/V Heincke) across the pockmark field. A second reflector below the seafloor has been identified as the upper limit of Pleistocene deposits in combination with core CelticExplorer2011_45VC. No pockmarks are observed in the bathymetry where the thickness of the overlying Holocene deposits exceeds ~1m.
DOI: 10.5281/zenodo.1014161
title: Epigenome Roadmap Test Data

description: H3K27me3. Belongs to Epigenome Roadmap