cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.1421217
title: Data Used In Paper: The Circulation Response To Resolved Versus Parametrized Orographic Drag Over Complex Mountain Terrains

description: The data deposited here is a condensed set of the data used to generate the figures in the paper 'The circulation response to resolved versus parametrized orographic drag over complex mountain terrains', by Annelize van Niekerk, Irina Sandu and Simon Vosper.

The data was generated using the Met Office Unified Model and the European Centre for Medium Range Weather Forecasts Integrated Forecasting System.

Please contact Annelize.vanNiekerk@MetOffice.gov.uk for information on the data.
DOI: 10.5281/zenodo.1421218
title: Data Used In Paper: The Circulation Response To Resolved Versus Parametrized Orographic Drag Over Complex Mountain Terrains

description: The data deposited here is a condensed set of the data used to generate the figures in the paper 'The circulation response to resolved versus parametrized orographic drag over complex mountain terrains', by Annelize van Niekerk, Irina Sandu and Simon Vosper.

The data was generated using the Met Office Unified Model and the European Centre for Medium Range Weather Forecasts Integrated Forecasting System.

Please contact Annelize.vanNiekerk@MetOffice.gov.uk for information on the data.
DOI: 10.5281/zenodo.1452350
title: Dataset On An Evaluation Of Mcqs From Moocs For Common Item Writing Flaws

description: This dataset is comprised of data collected from questions in 18 MOOCs in the areas of medical health education, life sciences and computer science. 204 questions were evaluated by two evaluators using an evaluation protocol from the literature. Over 50% of the MCQs (112) were found to have one or more item writing flaw; 57 of the MCQs contained two or more flaws. A considerable proportion of the MCQs were found to violate item-writing guidelines, which confirms findings of previous research in this area that examined rates of flaws in MCQs in traditional formal educational contexts. The issue of flawed MCQs can be addressed by training faculty in how to conduct quality checks before before and after their deployment. The data consists of an Excel file with several workbooks
DOI: 10.5281/zenodo.1452351
title: Dataset On An Evaluation Of Mcqs From Moocs For Common Item Writing Flaws

description: This dataset is comprised of data collected from questions in 18 MOOCs in the areas of medical health education, life sciences and computer science. 204 questions were evaluated by two evaluators using an evaluation protocol from the literature. Over 50% of the MCQs (112) were found to have one or more item writing flaw; 57 of the MCQs contained two or more flaws. A considerable proportion of the MCQs were found to violate item-writing guidelines, which confirms findings of previous research in this area that examined rates of flaws in MCQs in traditional formal educational contexts. The issue of flawed MCQs can be addressed by training faculty in how to conduct quality checks before before and after their deployment. The data consists of an Excel file with several workbooks
DOI: 10.17632/ttkryvwwrp.1
title: Data for: Dual-tasking during mental imagery of negative memories or during visual perception of images: Effects on future recall

description: Data for: Dual-tasking during mental imagery of negative memories or during visual perception of images: Effects on future recall
DOI: 10.3886/e106740v1
title: Diasporas, Diversity, and Economic Activity: Evidence from 18th-century Berlin

description: Diversity may either increase economic activity by utilizing complementarities in production or lead to costly conflict over resources. Using city-district panel data from 18th-century Berlin, a major center of refuge for persecuted minorities in early modern Europe, we analyze the relationship between changes in diversity and economic activity. Prussian rulers specifically invited groups of skilled immigrants, such as Jews, Huguenots, and Bohemians, to settle in Berlin's newly-developed city quarters. We find that the resulting ethnic diversity fosters textile production in a much broader range of products than individual ethnicities, arguably reflecting complementarities between groups.<br><br>
description: Annual data, 18 police districts of Berlin<br>Smallest Geographic Unit: Berlins police districts
DOI: 10.17632/jt4sm496sv.1
title: Data for: Electrophysiologic Recovery of the Abductor Pollicis Brevis After Contralateral C7 Nerve Transfer in 95 Patients with Global Brachial Plexus Avulsion

description: information of patients' age,height,MUP recovery time,etc.
DOI: 10.17632/wcn5mvvrb5.1
title: Data for: Rotational Spectra and Nuclear Quadrupole Coupling Constants of 4- and 2-Iodoimidazole

description: "2-iodoimidazole.txt" : Line list for 2-iodoimidazole, provided as the output of Kisiel's PIFORM program. "4-iodoimidazole.txt" : Line list for 4-iodoimidazole, provided as the output of Kisiel's PIFORM program. "4-iodoimidazolend.txt" : Line list for N-deuterated isotopologue of 4-iodoimidazole, provided as the output of Kisiel's PIFORM program.
DOI: 10.5281/zenodo.1455774
title: Supporting Data for Modelling a Tracer Experiment in a Discrete Fracture at Smithville, Ontario

description: This is the data for the figures within "Non-uniqueness in the Analysis of a Large-scale Solute Transport Experiment Conducted in a Discrete Rock Fracture".
DOI: 10.5281/zenodo.1455775
title: Supporting Data for Modelling a Tracer Experiment in a Discrete Fracture at Smithville, Ontario

description: This is the data for the figures within "Non-uniqueness in the Analysis of a Large-scale Solute Transport Experiment Conducted in a Discrete Rock Fracture".
DOI: 10.5281/zenodo.1452382
title: Estimation Of Average Diffuse Aquifer Recharge Using Time Series Modeling Of Groundwater Heads

description: This map contains the data used in the study 'Estimation of average diffuse aquifer recharge using time series modeling of groundwater heads'. In this study a new method is presented to estimate average diffuse aquifer recharge of water table aquifers in temperate climates using time series analysis of water table level fluctuations. Recharge is estimated from time series models fitted to observed heads under the additional constraint that the seasonal harmonic of the observed head is reproduced as the sum of the transformed seasonal harmonics present in precipitation, evaporation, and pumping. The method is applied to measured heads obtained from piezometers situated on and around the ice-pushed sand ridge of Salland in the Netherlands. Results are compared with recharge estimates based on the saturated zone chloride mass balance.

The data are ascii text files saved in the following compressed maps:<br>
- Groundwater_chloride_concentration.zip<br>
- Groundwater_head_time_series.zip<br>
- Makkink_reference_evaporation_time_series.zip<br>
- Measured_precipitation_time_series.zip<br>
- Precipitation_chloride_concentrations.zip<br>
- Pumping_time_series.zip

For further details, please refer to the readme files contained in each submap.
DOI: 10.5281/zenodo.1452383
title: Estimation Of Average Diffuse Aquifer Recharge Using Time Series Modeling Of Groundwater Heads

description: This map contains the data used in the study 'Estimation of average diffuse aquifer recharge using time series modeling of groundwater heads'. In this study a new method is presented to estimate average diffuse aquifer recharge of water table aquifers in temperate climates using time series analysis of water table level fluctuations. Recharge is estimated from time series models fitted to observed heads under the additional constraint that the seasonal harmonic of the observed head is reproduced as the sum of the transformed seasonal harmonics present in precipitation, evaporation, and pumping. The method is applied to measured heads obtained from piezometers situated on and around the ice-pushed sand ridge of Salland in the Netherlands. Results are compared with recharge estimates based on the saturated zone chloride mass balance.

The data are ascii text files saved in the following compressed maps:<br>
- Groundwater_chloride_concentration.zip<br>
- Groundwater_head_time_series.zip<br>
- Makkink_reference_evaporation_time_series.zip<br>
- Measured_precipitation_time_series.zip<br>
- Precipitation_chloride_concentrations.zip<br>
- Pumping_time_series.zip

For further details, please refer to the readme files contained in each submap.
DOI: 10.21421/d2/6cpvmb
title: Data on direct and indirect plant growth-promoting abilities of Bacillus species on Chickpea, isolated from compost and rhizosphere soils
DOI: 10.7910/dvn/k1malw/pkpwdy
title: UPCMP_HH_EW_SHG.tab
DOI: 10.7910/dvn/k1malw/vzldhb
title: readme_template_UPCMP_R2_SHGonly.txt
DOI: 10.17638/datacat.liverpool.ac.uk/556
title: Research Data Supporting Dong Xiao et al. "Fast Detection and Structural Identification of Carbocations on Zeolites by Dynamic Nuclear Polarization Enhanced Solid-State NMR", Chemical Science, 2018
DOI: 10.5281/zenodo.1452398
title: Divergent421 Model Files

description: Model files for large-scale multi-task convolutional model for predicting chromatin accessility model. Model was trained genome-wide accessibility measures across 421 cell types. The model can be used with https://kipoi.org/models/Divergent421/
description: This dataset is used in the Kipoi model zoo for the Divergent421 model.
DOI: 10.17632/rjyrgzrfxj.1
title: Assessment of range and quality of neck movement using a smartphone-based application

description: This study had the objective of measuring the validity of using a smartphone-based application to measure range of motion (ROM) and smoothness (Jerkiness) of neck motion by comparing it with 3D-motion capture analysis. Design: A cross sectional study Methods: Thirty healthy volunteers participated in this study. A helmet fitted with markers for motion capture analysis and a smartphone were fastened to the head of the participants. The smartphone recorded data using a beta version of Balancy (MEDEI, Denmark). Assessments of full active movement in transverse and sagittal planes were performed. Recordings were made simultaneously with the camera system and the smartphone. ROM and jerkiness were compared with a repeated measures ANOVA and a Pearson product moment was calculated to compare the outcomes from the different applications. Bland-Altman plots were generated to determine the levels of agreement. Results: No difference was found between modalities when comparing measurements of jerkiness or ROM. An excellent Pearson product moment was found for the outcomes of the two modalities for ROM (Pearson’s r: 0.83 - 0.96) and jerkiness (Pearson’s r: 0.86 – 0.95). The Bland-Altman plot revealed a systemic offset where the phone consistently measured higher values for ROM and lower values for jerkiness. Conclusions: This study demonstrated that a smartphone-based application can be used to accurately measure ROM and jerkiness during neck movements. These results indicate the utility of using a smartphone-based application to assess neck movement in humans. The findings have implications for assessment of neck movement in research and clinical practice.
DOI: 10.5281/zenodo.1452399
title: Divergent421 Model Files

description: Model files for large-scale multi-task convolutional model for predicting chromatin accessility model. Model was trained genome-wide accessibility measures across 421 cell types. The model can be used with https://kipoi.org/models/Divergent421/
description: This dataset is used in the Kipoi model zoo for the Divergent421 model.
DOI: 10.6078/m7p26w60
title: The Čḯxʷicən Chronology and Depositional History Project
DOI: 10.25919/5bbd9b170a64b
title: Parkes observations for project P892 semester 2018APRS_BPSR_59

description: SUPERBx looks at the highest Galactic latitudes in a search for pulsars and fast radio bursts (FRBs). We use optimised GPU codes and supercomputing to search for these, making discoveries in real time. Handling our data as it comes in is essential for the SKA Phase I era so this work applies directly to the high-data rates of next generation telescopes. Our pulsar discoveries are typically nearby scintillating sources, intermittent sources and those in interesting binary systems. Our FRB discoveries have discovery lags of ~1 second, rather than months/years and these feed rapid alerts to the world-wide follow-up community via a dedicated VOEvent format an Astronomer's Telegrams. The goal of this is to allow localisation of the discovered FRBs. This is key for identifying FRB host galaxies, so as to solve the mystery of their progenitors and to exploit their many uses as tools for precision cosmology measurements.
DOI: 10.25919/5bbee08a41392
title: Parkes observations for project P892 semester 2018APRS_BPSR_60

description: SUPERBx looks at the highest Galactic latitudes in a search for pulsars and fast radio bursts (FRBs). We use optimised GPU codes and supercomputing to search for these, making discoveries in real time. Handling our data as it comes in is essential for the SKA Phase I era so this work applies directly to the high-data rates of next generation telescopes. Our pulsar discoveries are typically nearby scintillating sources, intermittent sources and those in interesting binary systems. Our FRB discoveries have discovery lags of ~1 second, rather than months/years and these feed rapid alerts to the world-wide follow-up community via a dedicated VOEvent format an Astronomer's Telegrams. The goal of this is to allow localisation of the discovered FRBs. This is key for identifying FRB host galaxies, so as to solve the mystery of their progenitors and to exploit their many uses as tools for precision cosmology measurements.
DOI: 10.5281/zenodo.1454490
title: Geometric Focusing Of Supercurrent In Hourglass-Shaped Ballistic Josephson Junctions

description: Dataset and code for publication "Geometric focusing of supercurrent in hourglass-shaped ballistic Josephson junctions"
DOI: 10.5281/zenodo.1454491
title: Geometric Focusing Of Supercurrent In Hourglass-Shaped Ballistic Josephson Junctions

description: Dataset and code for publication "Geometric focusing of supercurrent in hourglass-shaped ballistic Josephson junctions"
DOI: 10.5281/zenodo.1457216
title: Data and code for "Multimode microwave circuit optomechanics as a platform to study coupled quantum harmonic oscillators"

description: Components design files, code used to produce figures and measurement scripts for the results in "Multimode microwave circuit optomechanics as a platform to study coupled quantum harmonic oscillators".
DOI: 10.5281/zenodo.1457217
title: Data And Code For "Multimode Microwave Circuit Optomechanics As A Platform To Study Coupled Quantum Harmonic Oscillators"

description: Components design files, code used to produce figures and measurement scripts for the results in "Multimode microwave circuit optomechanics as a platform to study coupled quantum harmonic oscillators".
DOI: 10.21961/mdm:31972
title: Chronische Urtikaria
Anamnese

description: Chronic Urticaria Registry
Charité - Universitätsmedizin Berlin
Charitéplatz 1, D-10117 Berlin
http://www.urticaria-registry.com/
DOI: 10.5287/bodleian:zbrnm2pa9
title: Data for paper 'Hydrodynamic clustering of human sperm in viscoelastic fluids'
DOI: 10.17632/4xmypsnfwr.1
title: Data for: Effects of subcritical and supercritical CO2 sorption on deformation and failure of high-rank coals

description: Excel spreadsheets show the stress-strain results of the uniaxial compressive tests performed on 20 coal specimens. Two high rank coals from different depths and locations of the South Wales Coalfield were considered. 12 coal specimens were saturated with CO2 for 2 weeks at different pressures (both subcritical and supercritical CO2) prior to uniaxial compression, while 8 samples were tested in natural (non-saturated) state. The results of the granulometric sieve analysis of post-failure samples are also given.
DOI: 10.17632/69xspjkknr.1
title: Data for: Design, synthesis and biological evaluation of novel N2-(2-alkyoxy-6-aliphatic aminopyridin-3-yl)-2,4-diaminepyrimidine derivatives as potential ALK inhibitors

description: Spectra data for all the target compounds.
DOI: 10.5281/zenodo.1453815
title: Gfgfgfgfgfgfgfgf

description: dfggfgfgf
DOI: 10.5281/zenodo.1453322
title: Semfi - Finnish Semantic Database With Syntactic Relations

description: SemFi is a semantic database for Finnish in which the words are linked to each other by the syntactic relations and their frequency in a big corpus.

SemFi is based on the syntactic bigrams of The Finnish Internet Parsebank provided by Turku University.

The semfi.db file is an SQLite database and it is the one that should be used. The results_json.zip is mainly intended for those who are interested in working with SemUr which is a translated version of SemFi.

The previous version of this dataset has successfully been used in the hard AI task of creating Finnish poetry automatically. That data still powers the computationally creative system, Poem Machine.

More information and an online UI to browse the data is available on https://mikakalevi.com/semfi/.
DOI: 10.5281/zenodo.1453826
title: Gfgfgfgfgfgfgfgf

description: dfggfgfgf
DOI: 10.17632/5dgbzj4kgz.1
title: Data for: Nest refuse of Atta opaciceps (Hymenoptera: Formicidae) increases plant biomass and diversity during the regrowth of herbaceous species

description: Script in R.data file containing data and data analysis
DOI: 10.25832/renewable_power_plants/2018-03-08
title: Renewable power plants

description: List of renewable energy power stations. This Data Package contains a list of renewable energy power plants in lists of  renewable energy-based power plants of Germany, Denmark, France and Poland.  Germany: More than 1.7 million renewable power plant entries, eligible under the  renewable support scheme (EEG).  Denmark: Wind and phovoltaic power plants with a high level of detail.  France: Aggregated capacity and number of installations per energy source per  municipality (Commune).  Poland: Summed capacity and number of installations per energy source  per municipality (Powiat). Switzerland: Renewable power plants eligible under the Swiss feed in tariff KEV  (Kostendeckende Einspeisevergütung) Due to different data availability, the power plant lists are of different  accurancy and partly provide different power plant parameter. Due to that, the  lists are provided as seperate csv-files per country and as separate sheets in the excel file. Suspect data or entries with high probability of duplication are marked in the column 'comment'. Theses validation markers are explained in the file validation_marker.csv. Filtering all entries with comments out results in the recommended data set. Additionally, the Data Package includes a daily time series of cumulated installed capacity per energy source type for Germany. All data processing is  conducted in Python and pandas and has been documented in the Jupyter Notebooks  linked below.
DOI: 10.25832/weather_data/2018-09-04
title: Weather Data

description: Hourly geographically aggregated weather data for Europe. This data package contains weather data relevant for power system modeling, at hourly resolution, for Europe, aggregated by Renewables.ninja from the NASA MERRA-2 reanalysis. It covers the European countries using a population-weighted mean across all MERRA-2 grid cells within the given country. It also covers Germany's NUTS-2 zones.
DOI: 10.17036/researchdata.aston.ac.uk.00000384
title: Data underpinning article "Enhanced Nonlinearity Compensation Efficiency of Optical Phase Conjugation System"
DOI: 10.25832/conventional_power_plants/2018-02-27
title: Conventional power plants

description: List of conventional power plants in Germany and European countries. This datapackage contains data on conventional power plants for Germany as well as other selected European countries. The data includes individual power plants with their technical characteristics. These include installed capacity, main energy source, type of technology, CHP capability, and geographical information. The geographical scope is primarily on Germany and its neighboring countries. The datapackage currently covers Germany, Austria, Belgium, Switzerland, Czech Republic, Denmark, Spain, Finland, France, Italy, the Netherlands, Norway, Poland, Sweden, Slovakia, Slovenia, and United Kingdom. Due to varying data quality of publicly available data, not all information can be provided for each country. Sources for European countries comprise detailed power plants lists from national institutions, ministries, or market participants as well as manually compiled lists of power plants for countries without a system-wide power plant list. All data processing is conducted in Python and pandas, and has been documented in the Jupyter Notebooks linked below.
DOI: 10.17632/n9n7v7rfhk.1
title: Data for: New discoveries of the Huangniliang Site and cultural diversity in North China during the early MIS 3

description: The characteristics and typology of the lithic artefacts collected from the Huangniliang site are included in the data table.
DOI: 10.5281/zenodo.1434091
title: Database Of Movement Behavior And Eeg In Virtual Audiovisual Everyday-Life Environments For Hearing Aid Research

description: This database contains movement behavior (head, eye, torso) and EEG signals of 21 young normal-hearing (11 male, 11 female, mean age 25 +/- 3.6 years) and 19 elderly normal-hearing subjects (9 male, 12 female, mean age 69 +/- 5.4 years) measured in virtual audiovisual environments in the laboratory. The virtual audiovisual environments that were used are: a living room, a lecture hall, a cafeteria, a street and a train station. The video and audio material for the environments is also available (see Related identifiers). The methods and an analysis of the movement behavior are described in Hendrikse et al. (n.d.).
description: Funding: DFG SFB 1330 project B1 and EU's H2020 research and innovation programme under the MSCA GA 675324.
description: {"references": ["Hendrikse et al. (n.d.). \"Movement and gaze behavior in virtual audiovisual everyday-life listening environments\" submitted to Trends in Hearing."]}
DOI: 10.5281/zenodo.1453835
title: Data For The Evaluation Of The Maia Method For Image Annotation

description: This dataset contains all annotations and annotation candidates that were used for the evaluation of the MAIA method for image annotation. Each row in the CSVs represents one annotation candidate or final annotation. Annotation candidates have the label "OOI candidate" (label_id 9974). All other entries represent final reviewed annotations. Each CSV contains the information for one of the three image datasets that were used in the evaluation.

Visual exploration of the data is possible in the BIIGLE 2.0 image annotation system at https://biigle.de/projects/139 using the login <code>maia@example.com</code> and the password <code>MAIApaper</code>.
DOI: 10.5281/zenodo.1453836
title: Data For The Evaluation Of The Maia Method For Image Annotation

description: This dataset contains all annotations and annotation candidates that were used for the evaluation of the MAIA method for image annotation. Each row in the CSVs represents one annotation candidate or final annotation. Annotation candidates have the label "OOI candidate" (label_id 9974). All other entries represent final reviewed annotations. Each CSV contains the information for one of the three image datasets that were used in the evaluation.

Visual exploration of the data is possible in the BIIGLE 2.0 image annotation system at https://biigle.de/projects/139 using the login <code>maia@example.com</code> and the password <code>MAIApaper</code>.