cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.6525135
title: Map of Tigray's mineral resources (north Ethiopia) - Canadian and other international mining licences

description: In Tigray, artisanal mining of gold in the low-lying areas with outcropping Precambrian rocks is one of the major off-farm income sources. The 17<sup>th</sup> C. Portuguese traveller Barradas had already mentioned gold production in Tembien. Rural youth seasonally migrate to inhospitable lowlands and gorges such as the largely uninhabited Weri’i River valley, to search for placer gold, washed out from weathered gold-containing quartz veins within the meta-sediments and meta-volcanics. In recent decades, large-scale gold exploration and mining of gold deposits has been carried out in various parts of Tigray by local (such as the Ezana Mining Development P.L.C.) and several foreign exploration companies particularly from Canada. Recently, The Ethiopia Cable exposed links between big Canadian mining interests and a renewed PR campaign (involving Canadian professor and lobbyist Ann Fitz-Gerald) to whitewash the Ethiopian and Eritrean governments. Earlier on, it had already been suggested that one of the reasons for the Canadian government being very late in officially addressing the atrocities in the ongoing Tigray war, might be related to the country’s mining interests in Tigray. Here we contextualise Tigray’s gold and base metal resources, and present a map of active and applied mineral exploration and mining licenses in Tigray. The largest exploration license areas are concessions of Canadian companies, followed by the U.S. and the United Kingdom.
DOI: 10.6084/m9.figshare.21908187
title: Supplementary Material for: Examination on Factors Affecting Symptom Change after Drug Withdrawal in Patients with Mild Erosive Gastroesophageal Reflux Disease Undergoing Symptom-Controlled Maintenance Therapy with Acid-Secretion Inhibition Drugs

description: <b><i>Introduction:</i></b> In patients with gastroesophageal reflux disease (GERD) on maintenance therapy with acid-suppressive drugs, it is not clear what background factors allow patients to discontinue the drugs. The aims of this study were to examine the relationship of the changes in the frequency and severity of gastrointestinal symptoms after discontinuation of acid-secretion inhibitors for erosive GERD (eGERD) with possible patient background factors and to identify factors that influence these changes. <b><i>Methods:</i></b> This is a multicenter, open-label, interventional, exploratory study. eGERD patients with mild mucosal injury whose symptoms were under control and who were on maintenance therapy with acid-suppressive drugs were withdrawn from the drug treatment for 4 weeks. We examined the relationship of patient backgrounds (sex, age, body mass index, alcohol consumption, smoking habits), esophageal hiatal hernia, <i>Helicobacter pylori</i> infection, pepsinogen I and II concentrations and I/II ratios, blood gastrin levels before and after drug discontinuation with total score change in Frequency Scale for the Symptoms of GERD (FSSG). <b><i>Results:</i></b> Of the 92 patients whose symptoms could be assessed before and after drug withdrawal, 66 patients (71.7% of the total) had FSSG &lt;8 and no symptom relapse after the withdrawal. Furthermore, patient background factors that may be related to symptom relapse/non-relapse were examined, but no related factors were detected. The maintenance medications before discontinuation in the above 92 patients were a proton pump inhibitor (PPI) and vonoprazan (VPZ, a potassium ion competitive acid blocker). Since PPI and VPZ were administered to about the same number of patients, though incidentally, we additionally examined the relationship between patient background factors and symptom relapse/non-relapse by treatment group. As a result, no relevant background factors were detected in both groups. Although there were no significant differences between the two groups, the severity and frequency of symptom recurrence in the VPZ group tended to be higher than in the PPI group. <b><i>Conclusions:</i></b> Consideration of background factors is unlikely to be required in the discontinuation of maintenance therapy for eGERD. There was no significant difference in the extent of disease or frequency of recurrence during the discontinuation period, regardless of whether the drug before discontinuation was a PPI or VPZ.
DOI: 10.11583/dtu.23733330
title: Supporting Material for: Life-cycle assessment as a prospection stage for the biochemical methane potential of pretreated lignocellulosic biomass

description: The file is supporting data for the journal article with the title " <b>Life-cycle assessment as a prospection stage for the biochemical methane potential of pretreated lignocellulosic biomass </b>", Ana Rosa Aon Cardoso Fernandes*, Bruno Eduardo Lobo Baêta, Anders Damgaard, Bioresources Technology, DOI: https://doi.org/10.1016/j.biortech.2023.129584It contains:Data underlying LCA model, details of life cycle impact assessment, and additional results. To open the file, use Microsoft Excel.
DOI: 10.17632/82dnstrd93.1
title: Air quality low-cost sensors and monitoring stations NO2 raw dataset in Rouen (France)

description: Data was collected by ATMO Normandie using 9 low-cost electrochemical sensors and 2 monitoring stations (thereafter named QDP and SUD3) located in Rouen, France, close to major roads. At the beginning of the measurements campaign, each sensor is installed co-located with one traffic monitoring station (4 at the SUD3 site and 5 at the QDP one). Most of them were permuted to the other one so as to study the stability of the calibration models when the device is turned off, moved and installed in a different location. The dataset gathers hourly averaged data given by low-cost sensors and monitoring stations between October 20, 2021 to March 25, 2022. It also includes co-variates measured by the sensors: temperature, relative humidity, atmospheric pressure, plus Ox and CO measures. The devices being co-located, the main goal is to calibrate low-cost sensors by means of a model which should provide a NO2 measurement in μg/m3. Then, the model is to be tested against another monitoring station by moving the sensors, so as to study its stability when the environment is modified. In this aim, some sensors were also moved a second time to make new measurements on the site they were calibrated. Moreover, this experiment was undertaken so as to understand how moving or shutting down the devices impacts the efficiency of calibration models. However, two sensors were never moved from their original location, so as to study the existence of a temporal drift. Our full dataset is divided into 9 CSV files (one per sensor) named ‘ASExx.csv’ where ‘xx’ denotes the sensor’s id. (‘xx’ goes from 4 to 13, excluding 9). Each file is organized as follows, having for columns:
- date: the timestamp in UTC, in the format yyyy-mm-dd HH:MM.
- ASE_NO2: the hourly averaged concentration of NO2 measured by the sensor in µV.
- ASE_NO: the hourly averaged concentration of NO in µV.
- ASE_CO: the hourly averaged concentration of CO in µV.
- ASE_Ox: the hourly averaged concentration of Ox in µV.
- ASE_T: the hourly averaged temperature inside the node in °C.
- ASE_HR: the hourly averaged relative humidity inside the node in %.
- ASE_PA: the hourly averaged atmospheric pressure in hPa.
- SUD3_NO2: the hourly averaged concentration of NO2 measured by the reference monitor SUD3 in μg/m3.
- SUD3_NO: the hourly averaged concentration of NO measured by the reference monitor SUD3 in μg/m3.
- QDP_NO: the hourly averaged concentration of NO measured by the reference monitor QDP in μg/m3.
- QDP_NO2: the hourly averaged concentration of NO2 measured by the reference monitor QDP in μg/m3.
- QDP_CO: the hourly averaged concentration of CO measured by the reference monitor QDP in μg/m3.
- location: Either QDP or SUD3, the place where the node was located at the time of the measurements.
Each row of a file represents an observation of the pollutants, averaged over the last hour (excepts for the date and location). Each missing measurements is represented by a ‘NA’ (Not Available).
DOI: 10.18112/openneuro.ds003967.v1.0.0
title: 7TAMIbrain
DOI: 10.18462/iir.thermag.2018.0022
title: Performance measurements on a large-scale magnetocaloric cooling application at room temperature.

description: Cooltech Applications has developed a new range of magnetocaloric cooling applications for industrial chillers. Extensive use of virtual prototyping has led to the definition of the implemented regenerator and to the design of a proof-of-concept machine. To our knowledge, it represents the largest scale magnetocaloric machine ever built by the community. Details on machine features and important improvements are shared. 

In this work the numerical model includes thermodynamic irreversibilities. These reality imperfections have been experimentally quantified and the data have been implemented into the simulation model in order to further increase the accuracy of the explored numerical predictions. Finally a campaign of measurements of performance has been carried out on the built machine by an external certified organism. The experimental test procedure, data processing and analysis of obtained results are described and discussed.
DOI: 10.21227/xwk3-t431
title: OFDM modulation classification dataset

description: This dataset was used for OFDM Signal Real-Time Modulation Recognition Based on Deep Learning and Software-Defined Radio, which provides additional details and description of the dataset. We generate 6 modulated OFDM baseband signals with header modulation and payload modulation as BPSK+BPSK, BPSK+QPSK, BPSK+8PSK, QPSK+BPSK, QPSK+QPSK, QPSK+8PSK, respectively. The SNR range of each signal is from -10 dB to +20 dB at intervals of 2 dB. There are 4096 pieces of data generated for each signal type under a specific SNR and each piece of data has 1024 samples. That is, 6×16×4096 = 393216 pieces in total.
DOI: 10.5281/zenodo.3403594
title: Resolution limit of data-driven coarse-grained models spanning chemical space

description: This repository contains all databases referenced in the supporting information of the paper titled "Resolution limit of data-driven coarse-grained models spanning chemical space" by Kiran H. Kanekal and Tristan Bereau.
DOI: 10.5281/zenodo.3755383
title: Sculpted Speech

description: This dataset contains the stimuli heard by participants in a study of sculpted speech. The zip file contains 240 Spanish sentences from the Sharvard corpus in each of eight conditions that vary in the amount of target speech information they contain. For illustration purposes (for those not wanting to download the entire zip), the dataset also contains as separate wav files for one example sentence in each of the eight conditions. The names for these wav files map to the subdirectories as follows: baseline -&gt; 'mix'<br> speech -&gt; 'mask_speech'<br> mix -&gt; 'mask_mix'<br> fine -&gt; 'fine_mix'<br> envelope -&gt; 'fine_masker'<br> ssn -&gt; 'mask_ssn'<br> music -&gt; 'mask_music'<br> compspeech -&gt; 'mask_babble'<br>
DOI: 10.5281/zenodo.5547578
title: Suplemental data for the article: Influence of envelope fluctuation on the lateralization of interaurally delayed low-frequency stimuli.

description: Original as well as derived data for the paper: Encke, Jörg, and Dietz Mathias (2021)
DOI: 10.5281/zenodo.556515
title: Dataset Accompanying The Article: Analyzing X-Ray Tomographies Of Granular Packings

description: This dataset (and the added analysis software) belong to the article:  <em>Analyzing X-Ray tomographies of granular packings</em> in Review of Scientific Instruments.

The abstract of the article: Starting from three-dimensional volume data of a granular packing, as e.g. obtained by X-ray Computed Tomography, we discuss methods to first detect the individual particles in the sample and then analyze their properties. This analysis includes the pair correlation function, the volume and shape of the Voronoi cells and the number and type of contacts formed between individual particles. We mainly focus on packings of monodisperse spheres, but we will also comment on other monoschematic particles such as ellipsoids and tetrahedra. This paper is accompanied by a package of free software containing all programs (including source code) and an example three-dimensional dataset which allows the reader to reproduce and modify all examples given.
DOI: 10.6084/m9.figshare.20375580
title: AppClassNet - A commercial-grade dataset for application identification research

description: <br> <strong>AppClassNet </strong>is a <strong>commercial-grade dataset</strong> that represent a realistic benchmark for the use-case of traffic classification and management. <br> The AppClassNet dataset is complemented by <strong>companion artifacts </strong>containing baseline code to train and test state of the art baseline models for a quick boostrap. <br> A description of the dataset, the expected performance of the baseline models, the allowed and forbidden usages of the dataset, and more is available in a<strong> companion technical report [1]</strong> <br> <strong>[1] https://dl.acm.org/doi/10.1145/3561954.3561958 </strong> <br>
DOI: 10.11583/dtu.13315289.v1
title: Acoustic frequency responses of an empty cuboid room

description: <b># Room frequency responses from an empty, cuboid room</b><br>Room frequency responses, from a measurement campaign at the Technical University of Denmark, DK-2800 Kgs. Lyngby, DTU building 352, "flanking transmission room" 011 on 29-30th of April 2019. The measurements were conducted by Samuel A. Verburg and Manuel Hahmann. This work is funded by Villum Fonden through Villum Young Investigator grant number 19179 for the project 'Large-scale Acoustic Holography'.<br>This dataset is licensed under CC BY 4.0. Please cite as<br>Hahmann, Manuel; Verburg Riezu, Samuel Arturo (2021): Acoustic frequency responses of an empty cuboid room. Technical University of Denmark. Dataset. https://doi.org/10.11583/DTU.13315289<br>Feel free to get in touch if you have questions or would like to access the data in higher resolution.<br><br><b>## Room</b><br>The responses were recorded in an empty, lightly damped, cuboid laboratory room with dimensions (l_x, l_y, l_z) = (3.31, 4.41, 2.97) m and volume V = 43.35 m^3, a reverberation time of approx.~T_{60} = 2.7 s and a Schröder frequency f_S = 500 Hz. <br><br><b>## Setup </b><br>A UR5 robotic arm (Universal Robots, Odense, Denmark) was used to precisely and automatically position a 1/2 inch free field condenser measurement microphone (Brüel&Kjäer, Nærum, Denmark) at the measurement positions. A BM6 loudspeaker (Dynaudio, Skanderborg, Denmark) placed in a room corner was used to excite the room with 10 s wideband logarithmic sweeps. <br><br><b>## Measurement</b><br>Impulse responses were measured from 20 Hz to 20 kHz with 0.1 Hz resolution. (1 Hz resolution included in the data set) A total of 2023 impulse responses were measured, distributed on seven planar, square apertures of 0.8 x 0.8 m^2 (shown as red squares in the sketch, corresponding to seven robot positions.) Each square domain constitutes a regularly spaced 17 x 17 grid with 50 mm spacing.<br>- robot position 0 at (x,y,z) (1650, 2200, 1585) mm- robot position 1 at (x,y,z) (1250, 3000, 1585) mm- robot position 2 at (x,y,z) (2050, 3000, 1585) mm- robot position 3 at (x,y,z) (1250, 2200, 1585) mm- robot position 4 at (x,y,z) (2050, 2200, 1585) mm- robot position 5 at (x,y,z) (1250, 1400, 1585) mm- robot position 6 at (x,y,z) (2050, 1400, 1585) mm<br><br><b>## Repository content</b><br> - empty_cuboid_room_readme.md : this readme - empty_cuboid_room_sketch.pdf : sketch drawing - empty_cuboid_room_photo.pdf : photograph - empty_cuboid_room_frequency_responses.h5 : Hierarchical Dataset with RIRs - version: timestamp when this package was created - info: this readme string - position_0...6 - frequency : frequency vector in steps of .1 Hz from 0 to 10 kHz (10001) - id : measurement sequence ordering (289) - xyz : measurement position (x,y,z) in mm (289x3) - response : response for each frequency and position (10001x289)<br>![Sketch \label{fig:sketch}](./empty_cuboid_room_sketch.pdf)<br>![Photograph \label{fig:photo}](./empty_cuboid_room_photo.pdf)<br>
DOI: 10.17632/xhb4k6b2cm.1
title: Ultimate shear capacity of GFRP-RC-DBs (FE versus design codes results).

description: Comparison between concrete shear strengths (Vc) obtained using FE analysis and international design codes (ACI-440.1R-15, CAN/CSA S806-12, ISIS Design Manual No. 3, Version 2, JSCE-1997, and BS-8110) formula of concrete deep beams reinforced, only, with longitudinal FRP bars.
DOI: 10.21335/nmdc-980686647
title: Seaglider missions in the Norwegian Sea during the PROVOLO project

description: Data from four PROVOLO Seaglider missions in the Norwegian Sea:
- Mission sg561_LBE1, from 2016-05-04 to 2017-01-13
- Mission sg560_MR1, from 2016-06-09 to 2017-01-13
- Mission sg563_LBE2, from 2017-01-13 to 2017-07-24
- Mission sg562_MR2, from 2017-01-13 to 2017-09-12

The PROVOLO missions cover the Lofoten Basin, with focus on the permanent
Lofoten Basin Eddy (LBE1 and LBE2), and the Mohn Ridge (MR1 and MR2),
with focus on the frontal region between the cold waters in the Greenland Sea
and the warm waters in the Norwegian Sea. 
PROVOLO (Watermass transformation processes and vortex dynamics in the
Lofoten Basin of the Norwegian Sea) is led at the Geophysical Institute,
University of Bergen (PI: Ilker Fer) and is funded by the Research Council
of Norway (project number 250784) for the period 01.01.2016-31.12.2019.
PROVOLO studies the processes and pathways of energy transfer
and mixing in the Lofoten Basin and their role in water mass transformation.

The data set is organized as one file per mission and includes quality-controlled,
1-decibar vertically interpolated profiles of water column temperature and salinity
in the upper 1000 m. Depth-averaged currents are also provided. The summary and 
comments sections of each file have a descripton of the corresponding data set.
DOI: 10.5281/zenodo.3906275
title: Crocodiles use both interaural level differences and interauraltime differences to locate a sound source

description: Dataset used in the study "Crocodiles use both interaural level differences and interaural time differences to locate a sound source". The 111 trajectories used in this study are included in this deposit.
DOI: 10.6084/m9.figshare.13705774
title: Observations of Ion Gyroharmonic Structuring in Second Harmonic Generation Stimulated Electromagnetic Emissions during Ionospheric Heating

description: This data contains .wave files collected during an ionosphere heating experiment conducted at the High Frequency Active Auroral Research Program (HAARP) facility conducted to investigate second harmonic generation in stimulated electromagnetic emissions
DOI: 10.6084/m9.figshare.23047088
title: <em>Haematococcus pluvialis genome annotation and protein sequences.</em>

description: The green microalga<em> Haematococcus pluvialis</em> can synthesize high amounts of astaxanthin, which is a valuable antioxidant that has been utilized in human health, cosmetics, and aquaculture. To illustrate detailed molecular clues to astaxanthin yield, we performed PacBio HIFI along with Hi-C sequencing to construct an improved chromosome-level haplotypic genome assembly with 32 chromosomes and a genome size of 316.0 Mb. Its scaffold N50 (942.6 kb) and contig N50 (304.8 kb) have been upgraded remarkably from our previous genome draft, and a total of 30,575 protein-coding genes were predicted. We also established a high-evidence phylogenetic tree from seven representative algae species, with the main aim to calculate their divergence times and identify expanded/contracted gene families. We also characterized genome-wide localizations on chromosomes of some important genes such as five <em>BKTs </em>(encoding beta-carotene ketolases) that are putatively involved in astaxanthin production. In summary, we reported the first chromosome-scale map of <em>H. pluvialis</em>, which provides a valuable genetic resource for in-depth biomedical investigations on this momentous green alga and commercial astaxanthin bioproduction.
DOI: 10.34740/kaggle/dsv/6252117
title:  OpenAssistant-oasst1-fa
DOI: 10.17632/5rxzdb3y4n.1
title: ASL activates promoter-mutant TERT in GBMs

description: Raw images for WB data.
DOI: 10.5281/zenodo.8199741
title: Exploring SQL Quries: A HackerRank Dataset

description: This dataset was crawled from the HackerRank website and contains data related to SQL programming challenges on the HackerRank platform. Hackerrank supports using different DBMSs ( MySQL, MS SQL Server, and Oracle) to submit queries. The dataset includes information about the challenge problems, and submission statistics, and contains 22 programming problems and millions of submission records. On HackerRank, each problem will provide the table structure to be queried. The tables related to this dataset are the "city" table and the "station" table. Detailed information about these two table structures can be found on the HackerRank website. This dataset can be used to analyze the difficulty and popularity of programming challenges, as well as the characteristics of SQL queries. As the dataset is sourced from the HackerRank website, it can be assumed that the samples are randomly selected from programming enthusiasts around the world, making it representative and reliable.
DOI: 10.5281/zenodo.7876322
title: Exploring SQL Quries: A HackerRank Dataset

description: This dataset was crawled from the HackerRank website and contains data related to SQL programming challenges on the HackerRank platform. Hackerrank supports using different DBMSs ( MySQL, MS SQL Server, and Oracle) to submit queries. The dataset includes information about the challenge problems, and submission statistics, and contains 22 programming problems and millions of submission records. On HackerRank, each problem will provide the table structure to be queried. The tables related to this dataset are the "city" table and the "station" table. Detailed information about these two table structures can be found on the HackerRank website. This dataset can be used to analyze the difficulty and popularity of programming challenges, as well as the characteristics of SQL queries. As the dataset is sourced from the HackerRank website, it can be assumed that the samples are randomly selected from programming enthusiasts around the world, making it representative and reliable.
DOI: 10.21334/npolar.2020.c838ea8c
title: Spatial distribution of a flying seabird (Antarctic petrel) and penguins (Adelie penguin, Emperor penguin) in the Weddell Sea

description: This dataset is a subset of Pehlke et. al. (2019), but reformatted into the open GeoJSON format.
DOI: 10.34740/kaggle/dsv/6252132
title:  OpenAssistant-oasst1-fa
DOI: 10.34740/kaggle/dsv/6252149
title:  OpenAssistant-oasst1-fa
DOI: 10.5281/zenodo.8217013
title: Potential PaCAs distribution data

description: A distribution map of potential PAs and OECMs in China.
DOI: 10.5281/zenodo.8217012
title: Potential PaCAs distribution data

description: A distribution map of potential PAs and OECMs in China.
DOI: 10.34740/kaggle/dsv/6252164
title:  OpenAssistant-oasst1-fa
DOI: 10.34740/kaggle/dsv/6252185
title:  OpenAssistant-oasst1-fa
DOI: 10.34740/kaggle/dsv/6252210
title:  OpenAssistant-oasst1-fa
DOI: 10.34740/kaggle/dsv/6252240
title:  OpenAssistant-oasst1-fa
DOI: 10.48366/r604322
title: Evaluation metrics used during Tabular Data to Knowledge Graph Matching challenges since 2020

description: The following table presents the different evaluation metrics used to evaluate Semantic Table Annotation systems during Tabular Data to Knowledge Graph Matching challenges since 2020 and reported in summary papers.
DOI: 10.34740/kaggle/dsv/6252264
title:  OpenAssistant-oasst1-fa
DOI: 10.34740/kaggle/dsv/6252276
title:  OpenAssistant-oasst1-fa