cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.3236594
title: Amateur Vocal Percussion Dataset

description: Dataset of vocal imitations of percussion sounds. It includes a total of 9780 utterances in 280 audio files recorded by 28 participants with little or no experience in beatboxing. Onsets and labels for kick drum, snare drum, closed hi-hat, and opened hi-hat are annotated in separate .csv files. All audio files were recorded with a MacBook Pro's built-in mic in an indoor environment and they are distributed into two modalities: personal imitations and fixed imitations. For each modality and participant, four files contain repetitions of utterances of the same class and one file corresponds to a rhythmic improvisation with these. <strong>Update from V3</strong>:<em> Onset and coda phoneme labels added, sample noise audio file added.</em>
DOI: 10.5281/zenodo.5036554
title: Data obtained in 10 leagues of Gades Siege with 2 cohorts of students

description: Data obtained in 10 leagues (different random seeds) of Gades Siege with 2 cohorts of students It suppors the results reported in the paper "Assessment in Software Development for Competitive Environments: an AI strategy development case study"
description: Source code is available here: http://drpantera.github.io/gsiege
DOI: 10.5281/zenodo.5036553
title: Data obtained in 10 leagues of Gades Siege with 2 cohorts of students

description: Data obtained in 10 leagues (different random seeds) of Gades Siege with 2 cohorts of students It suppors the results reported in the paper "Assessment in Software Development for Competitive Environments: an AI strategy development case study"
description: Source code is available here: http://drpantera.github.io/gsiege
DOI: 10.5281/zenodo.5036547
title: Likert-Skala for User friendly interaction in intelligent digital assistance systems.

description: A dataset for a usability study.
DOI: 10.5281/zenodo.5036546
title: Likert-Skala for User friendly interaction in intelligent digital assistance systems.

description: A dataset for a usability study.
DOI: 10.5281/zenodo.5036560
title: Usibility Test for User friendly interaction in intelligent digital assistance systems.

description: Te Interview for usability test.
DOI: 10.5281/zenodo.5031947
title: Thalamic input to motor cortex facilitates goal-directed action initiation

description: Prompt execution of planned motor action is essential for survival. The interactions between frontal cortical circuits and the basal ganglia are central to goal-oriented action selection and initiation<sup>1-4</sup>. In rodents, the ventromedial thalamic nucleus (VM) is one of the critical nodes that convey the output of the basal ganglia to the frontal cortical areas including the anterior lateral motor cortex (ALM)<sup>5-9</sup>. Recent studies showed the critical role of ALM and its interplay with the motor thalamus in preparing sensory-cued rewarded movements, specifically licking<sup>10-12</sup>. Work in primates suggests that the basal ganglia output to the motor thalamus transmits an urgency or vigor signal<sup>13-15</sup>, which leads to shortened reaction times and faster movement initiation. As yet, little is known about what signals are transmitted from the motor thalamus to the cortex during cued movements and how these signals contribute to movement initiation. In the present study, we employed a tactile-cued licking task in mice while monitoring reaction times of the initial lick. We found that inactivation of ALM delayed the initiation of cued licking. Two-photon Ca<sup>2+</sup> imaging of VM axons revealed that the majority of the axon terminals in ALM were transiently active during licking. Their activity was predictive of the time of the first lick. Chemogenetic and optogenetic manipulation of VM axons in ALM indicated that VM inputs facilitate the initiation of cue-triggered and impulsive licking in trained mice. Our results suggest that VM thalamocortical inputs increase the probability and vigor of initiating planned motor responses.
DOI: 10.25646/8732
title: Tagesdaten-CSV aus dem DIVI-Intensivregister

description: Die Tagesdaten-CSV entspricht einem Auszug der Daten des DIVI-Intensivregisters. Die Datei enthält eine Aggregation der aktuellsten Meldungen pro Landkreis. Es werden die aktuell gemeldeten Anzahlen der COVID-19 Intensivfälle sowie die gemeldeten intensivmedizinischen Behandlungskapazitäten angezeigt. Die Tagesdaten-CSV liefert dabei ausschließlich einen Blick auf die Daten gemäß dem Stand des betrachteten Tages. Die Daten sind im situationsbedingten Kontext aufbereitet, damit sind verschiedene Tagesdaten-CSVs u.U. nicht direkt miteinander vergleichbar. Die aktuellsten Meldungen werden im gewählten Betrachtungszeitfenster über alle Meldebereiche und Standorte aufsummiert. Weitere Informationen sind zu finden unter https://www.intensivregister.de/#/faq
DOI: 10.6084/m9.figshare.14806449
title: Genomic relationships-based genetic parameters and prospects of genomic selection for growth and wood quality traits in Eucalyptus benthamii - SNPdata

description: <b>Genotype data for: Paludeto et al. 2021.</b> Genomic relationships-based genetic parameters and prospects of genomic selection for growth and wood quality traits in Eucalyptus benthamii <br><b>Paludeto_et_al_2021_SNPdata.txt</b>Raw genotype data for 60,728 single nucleotide polymorphisms (SNPs) for 671 sampled trees. Genotypes are identified as AA (homozygoys for the major frequency allele), CC and GG (homozygous for the minor frequency allele), AC and AG (heterozygous). SNP marker identification contains chromosome number and bp position (ex: EuBR10s3879028A4B1C1D40E1, SNP on chromosome 10 at position 3,879,028 bp).<br>Remember to apply quality control before analysis.<br>
DOI: 10.6084/m9.figshare.14807916
title: Genomic relationships-based genetic parameters and prospects of genomic selection for growth and wood quality traits in Eucalyptus benthamii - PhenoData

description: <b>Phenotypic data for: Paludeto et al. 2021.</b> Genomic relationships-based genetic parameters and prospects of genomic selection for growth and wood quality traits in Eucalyptus benthamii. TGG (accepted) <br><b>Paludeto_et_al_2021_PhenoData.txt</b>Phenotype data from the 671 genotyped plus the 663 non genotyped trees.From left to right columns are: Geno_ID: individual ID; Block: Block repetition; Grandmother:mother of the maternal parent; Family: maternal parent; Density in Kg.m<sup>-3</sup>, Extractives %, Lignin % and Carbohydrates % (wood chemical and quality traits measured at four years of age); Volume6 in m<sup>3 </sup>(measured at six years); GenCHIP: boolean indicating if the individual was genotyped or not.<br>Missing values were coded as NA.<br>The column GenCHIP can be used to separate genotyped from non-genotyped individuals. In Paludeto et al. (2021), genotyped individuals were used on additive (GA or GBLUP) and additive-dominant model (GAD or GBLUP-D). Non-genotyped individuals were used on H model (Single-step GBLUP).
DOI: 10.5281/zenodo.5036526
title: Locality-sensitive hashing enables signal classification in high-throughput mass spectrometry raw data at scale

description: Raw data of nanoLC-IMS-MS/MS (DDA-PASEF) from HeLa whole proteome digest. HeLa cells were lysed in a urea-based lysis buffer (7 M urea, 2 M thiourea, 5 mM dithiothreitol (DTT), 2% (w/v) CHAPS) assisted by sonication for 15 min at 4°C in high potency using a Bioruptor instrument (Diagenode). Proteins were digested with Trypsin using a filter-aided sample preparation (FASP) [Wisniewski <em>et al</em>., 2009] as previously detailed [Distler <em>et al</em>., 2016]. 200 ng of peptide digest were analyzed using a nanoElute UPLC coupled to a TimsTOF PRO MS (Bruker). Peptides injected directly in an Aurora 25 cm x 75 µm ID, 1.6 µm C18 column (Ionopticks) and separated using a 120 min. gradient method at 400 nL/min. Phase A consisted on water with 0.1% formic acid and phase B on acetonitrile with 0.1% formic acid. Sample was injected at 2% B, lineally increasing to 20% B at 90 min., 35% B at 105 min., 95% at 115 min. and hold at 95% until 120 min. before re-equilibrating the column at 2%B. The MS was operated in DDA-PASEF mode [Meier <em>et al</em>., 2018], scanning from 100 to 1700 m/z at the MS dimension and 0.60 to 1.60 1/k0 at the IMS dimension with a 100 ms TIMS ramp. Each 1.17 sec MS cycle comprised one MS1 and 10 MS2 PASEF ramps (frames). The source was operated at 1600 V, with dry gas at 3 L/min and 200°C, without nanoBooster gas. The instrument was operated using Compass Hystar version 5.1 and timsControl version 1.1.15 (Bruker).
DOI: 10.5281/zenodo.5036525
title: Locality-sensitive hashing enables signal classification in high-throughput mass spectrometry raw data at scale

description: Raw data of nanoLC-IMS-MS/MS (DDA-PASEF) from HeLa whole proteome digest. HeLa cells were lysed in a urea-based lysis buffer (7 M urea, 2 M thiourea, 5 mM dithiothreitol (DTT), 2% (w/v) CHAPS) assisted by sonication for 15 min at 4°C in high potency using a Bioruptor instrument (Diagenode). Proteins were digested with Trypsin using a filter-aided sample preparation (FASP) [Wisniewski <em>et al</em>., 2009] as previously detailed [Distler <em>et al</em>., 2016]. 200 ng of peptide digest were analyzed using a nanoElute UPLC coupled to a TimsTOF PRO MS (Bruker). Peptides injected directly in an Aurora 25 cm x 75 µm ID, 1.6 µm C18 column (Ionopticks) and separated using a 120 min. gradient method at 400 nL/min. Phase A consisted on water with 0.1% formic acid and phase B on acetonitrile with 0.1% formic acid. Sample was injected at 2% B, lineally increasing to 20% B at 90 min., 35% B at 105 min., 95% at 115 min. and hold at 95% until 120 min. before re-equilibrating the column at 2%B. The MS was operated in DDA-PASEF mode [Meier <em>et al</em>., 2018], scanning from 100 to 1700 m/z at the MS dimension and 0.60 to 1.60 1/k0 at the IMS dimension with a 100 ms TIMS ramp. Each 1.17 sec MS cycle comprised one MS1 and 10 MS2 PASEF ramps (frames). The source was operated at 1600 V, with dry gas at 3 L/min and 200°C, without nanoBooster gas. The instrument was operated using Compass Hystar version 5.1 and timsControl version 1.1.15 (Bruker).
DOI: 10.6084/m9.figshare.14852217
title: Figure 7 - A549 (53BP1+PCNA) - Control Cells - Raw LIF

description: A549 Lung Adenocarcinoma cells were engineered to co-express a PCNA chromobody tagged with mNeonGreen (green) and a truncated version of 53BP1 tagged with mApple (red). Cells were synchronised with 1mM thymidine and pulsed with 5µg/ml cisplatin for 2 hr prior to release to enrich cells in early S phase. Cells were then imaged using a Leica SP8 confocal microscopy, using HyD detectors a WLL and 63X 1.4 NA objective. A 10-µm-thick z-stack (1 µm slice, 1AU) was taken every 30 min for 72 hr, with the maximum projection raw LIF and compressed MP4 files included here.<br>This data relates to Figure 7 of the published article:Rajal AG, Marzec KA, McCloy RA, Nobis M, Chin V, Hastings JF, Lai K, Kennerson M, Hughes WE, Vaghjiani V, Timpson P, Cain JE, Watkins DN, Croucher DR, Burgess A (2021) A non-genetic, cell cycle dependent mechanism of platinum resistance in lung adenocarcinoma. Elife 10:e65234. https://doi.org/10.7554/elife.65234
DOI: 10.6084/m9.figshare.14852217.v1
title: Figure 7 - A549 (53BP1+PCNA) - Control Cells - Raw LIF

description: A549 Lung Adenocarcinoma cells were engineered to co-express a PCNA chromobody tagged with mNeonGreen (green) and a truncated version of 53BP1 tagged with mApple (red). Cells were synchronised with 1mM thymidine and pulsed with 5µg/ml cisplatin for 2 hr prior to release to enrich cells in early S phase. Cells were then imaged using a Leica SP8 confocal microscopy, using HyD detectors a WLL and 63X 1.4 NA objective. A 10-µm-thick z-stack (1 µm slice, 1AU) was taken every 30 min for 72 hr, with the maximum projection raw LIF and compressed MP4 files included here.<br>This data relates to Figure 7 of the published article:Rajal AG, Marzec KA, McCloy RA, Nobis M, Chin V, Hastings JF, Lai K, Kennerson M, Hughes WE, Vaghjiani V, Timpson P, Cain JE, Watkins DN, Croucher DR, Burgess A (2021) A non-genetic, cell cycle dependent mechanism of platinum resistance in lung adenocarcinoma. Elife 10:e65234. https://doi.org/10.7554/elife.65234
DOI: 10.17632/v3hkvfh3gp.2
title: Dataset: Changing levels of disgust through imagery rescripting and cognitive reappraisal in contamination-based obsessive-compulsive disorder: an experimental study

description: VP = participant number (1:60) Clinic = 1: OCD Patient, 2: Healthy control PI_Wash = Score of Padua Inventory, washing BDI = Beck Depresson Inventory SUIS17 = Spontaeous Use of Imagery Scale reap_sum = Reappraisal Score, Emotion Regulation Questionnaire sup_sum = Suppression Score, Emotion Regulation Questionnaire Differenz.Tage = Difference between sessions in days Y.BOCS.ges = YBOCS score day = 1: day 1, 2: day 2 block = 1: block 1, 2: block 2, 3: block 3 ERCond = "Con": Control Condition, "ImR": Imagery Rescripting, "Rea" = "Reappraisal" PicNum = picture number t1 = disgust experience at t1 t2 = disgust experience at t2 diff = t2 - t1 Rater 1 = Rated category of rater 1 Rater 2 = Rated category of rater 2
DOI: 10.17632/22ghp5bz26.2
title: Dataset on Antimalaria Drug-drug Interactions in mice

description: This data was obtained from the study aimed at determining changes in parasitaemia and selected liver and kidney function parameters in NK 65 Plasmodium berghei passaged mice treated with oral coadministration of artemether lumefantrine with rifampicin, ciprofloxacin, erythromycin, caffeinated paracetamol, tea extract grapefruit juice and beer. The data comprises of percentage parasitaemia on days 3, 6 and 9 determined by microscopy using thin blood smears taken from the tail of the mice on day 3 before treatment commenced and on days 6 and 9. It also contains the alanine amino transferase (ALT) aspartate amino transferase (AST) activities, serum total and direct bilirubin, Urea and creatinine concentrations collected on day 9 and determined from optical density values.
DOI: 10.17632/22ghp5bz26.3
title: Dataset on Antimalaria Drug-drug Interactions in mice

description: This data was obtained from the study aimed at determining changes in parasitaemia and selected liver and kidney function parameters in NK 65 Plasmodium berghei passaged mice treated with oral coadministration of artemether lumefantrine with rifampicin, ciprofloxacin, erythromycin, caffeinated paracetamol, tea extract grapefruit juice and beer. The data comprises of percentage parasitaemia on days 3, 6 and 9 determined by microscopy using thin blood smears taken from the tail of the mice on day 3 before treatment commenced and on days 6 and 9. It also contains the alanine amino transferase (ALT) aspartate amino transferase (AST) activities, serum total and direct bilirubin, Urea and creatinine concentrations collected on day 9 and determined from optical density values.
DOI: 10.17632/d98v5fkjhs.1
title: Air Quality Index - Tehran

description: Air quality index (AQI) and PM2.5,PM10, and other air pollutions in Tehran, Iran.
DOI: 10.17632/hhpnttctth.1
title: Data: Induced plasticity alters responses to conspecific interactions in seedlings of a perennial grass

description: Data from a two-part greenhouse study in Glencoe, IL, USA the first of which had 3 interaction treatments (control group, intraspecific interactions with 3 Pascopyrum smithii conspecific plants, and interspecific interactions with 2 Bromus tectorum as heterospecific neighbors in each pot). Data in experiment one are collected on the focal P. smithii plant for root mass, shoot mass, root mass fraction (RMF), plant height, and number of leaves. This experiment showed that interactions between P. smithii and conspecifics resulted in largely canalized traits and size similar to the control group, whereas, and P. smithii with the invasive grass Bromus tectorum resulted in plastic responses for root mass (p = 0.02), shoot mass (p &lt; 0.0001), root mass fraction (p = 0.003) and plant height (p &lt; 0.0001). For experiment two, a subset of individuals transplanted from these two interaction treatments with new, same aged conspecific P. smithii showed that interspecific-induced P. smithii produced more leaves than the intraspecific-induced focal plant (p &lt;0.0001) and that the previous interactions led to differing relationships in which increases in the number of leaves for the interspecific-induced plant was related to increases in non-focal leaf production, whereas increases in the number of leaves for the intraspecific-induced plant was related to decreases in the non-focal plant (R2 = 0.52, p = 0.006). Intraspecific-induced focal plants imposed greater competition on new neighbors than invasive-interspecific interactions. Publication in (Foxx 2021; Induced plasticity alters responses to conspecific interactions in seedlings of a perennial grass. Scientific Reports)
DOI: 10.17632/thy35b5nsy.1
title: Surface water data of salinity, temperature, oxygen, dissolved inorganic and organic carbon, total alkalinity and radium isotopes in the Amazon groundwater-mangrove-estuary-shelf continuum

description: Surface (2-5m depth) water data of of salinity, temperature, dissolved oxygen, dissolved organic carbon, total alkalinity, dissolved organic carbon and radium isotopes (224Ra and 223Ra).
DOI: 10.17632/tstn4krkt8.2
title: Data for: Kinking facilitates grain nucleation and modifies crystallographic preferred orientations during high-stress ice deformation

description: The raw cryo-EBSD data collected from the polished surface of coarse-grained ice samples (~1300 micron initial grain size). A Zeiss Sigma VP FEG-SEM combined with an Oxford Instruments’ Symmetry EBSD camera was used for the data collection.
DOI: 10.17632/skxgmkc64k.2
title: Measured weather and power dataset for management of an island and grid-connected microgrid

description: This dataset presents the weather and power data files from renewable sources used to solve the economic dispatch problem of a microgrid that operates in the isolated and grid-connected modes. Methodology is used in the research article “Management of an island and grid-connected microgrid using hybrid economic model predictive control with weather data”. Automatic stations located in the Brazil's south and northeast furnished the weather data (irradiance, temperature, and wind speed). A script generates files containing weather forecasts from one-day ahead using the geographical coordinates of the weather stations. A microgrid management algorithm uses these forecasts to solve the optimal economic dispatch problem. There are five data files for each weather station: i) Weather database downloaded from the website of the National Meteorological Institute, ii) Weather research and forecasting (WRF) database derived from the raw data generated by the weather research and forecasting model, iii) Weather database that joins the forecasted data with the measured data in a single file, iv) Files containing only the temperature, irradiance, and wind speed data, v) Files containing the measured and forecasted wind and solar power.
DOI: 10.6084/m9.figshare.14865609
title: DATA_repository

description: This data repository contains:- The raw and edited data from the predation experiments conducted in Buurserzand and Westerpark- Description and logs made during the predation experiment- The R scripts used to analyze the data
DOI: 10.6084/m9.figshare.14865609.v1
title: DATA_repository

description: This data repository contains:- The raw and edited data from the predation experiments conducted in Buurserzand and Westerpark- Description and logs made during the predation experiment- The R scripts used to analyze the data
DOI: 10.17632/rxscccvmz9.1
title: Review list of experiments on wastewater remediation using the Hydroponic Vetiver System (HVS)

description: The author employed the exploratory type research technique through the Grounded Literature Review Method (Dunne, 2011) to list 32 experiments conducted worldwide on wastewater remediation of different water quality parameters (WQP) using the Hydroponic Vetiver System (HVS). The comprehensive list of 32 experiments is summarized in Table 1 below.
DOI: 10.21942/uva.14564502.v1
title: Aggregated city-level database - DUIA

description: DUIA includes data on the socio-economic development and amenities of 86 cities from a total of 32 countries. DUIA is based on freely and easily available data sources and built on integration protocols and codes in R scripts, making both the construction of the database as a whole and specific statistical analyses fully transparent and replicable. DUIA is constructed in three steps. First, we draw upon remote sensing derived data from the Atlas of Urban Expansion to define city boundaries as accurately and consistently as possible across the different countries. Second, we draw upon survey data stored in IPUMS (Integrated Public Use Microdata Series) to include extensive, harmonized, and disaggregated data. Third, as we especially seek to contribute to comparative research outside the West, we developed tailor-made solutions to include Indian and Chinese cities for which data were not available in IPUMS.
DOI: 10.3886/e143821
title: POLREP_SUST

description: Dataset PolRep_Sustainability
DOI: 10.3886/e143821v1
title: POLREP_SUST

description: Dataset PolRep_Sustainability
DOI: 10.17632/zgkxb5tvpg.1
title: Pooled Dataset on Entrepreneurial Characteristics of Undergraduates in Selected Nigerian Universities

description: This pooled dataset presents data collected through four (4) independent cross-sectional surveys of undergraduates in six (6) selected Nigerian universities. The data were collected from a total of 12,615 undergraduates studying courses in social sciences, sciences and engineering disciplines. The surveys assessed entrepreneurship interest, background and experience of the respondents. Coming from surveys collected at intervals of between four and five years, the usefulness of the dataset is many folds. The dataset allows for an assessment of the impacts of the compulsory entrepreneurship training that was introduced in the Nigerian university system at about the time of the first survey. It can also be used to quantify the potential pool of future entrepreneurs among the highly educated Nigerian youth. The dataset presents a full entrepreneurship profile of a sample of educated young people in the largest and most populous nation in sub-Saharan Africa, which is useful for researchers, policymakers, donors and other development practitioners seeking to characterize and design appropriate interventions for youths in the developing world.
DOI: 10.17632/zgkxb5tvpg.2
title: Pooled Dataset on Entrepreneurial Characteristics of Undergraduates in Selected Nigerian Universities

description: This pooled dataset presents data collected through four (4) independent cross-sectional surveys of undergraduates in six (6) selected Nigerian universities. The data were collected from a total of 12,615 undergraduates studying courses in social sciences, sciences and engineering disciplines. The surveys assessed entrepreneurship interest, background and experience of the respondents. Coming from surveys collected at intervals of between four and five years, the usefulness of the dataset is many folds. The dataset allows for an assessment of the impacts of the compulsory entrepreneurship training that was introduced in the Nigerian university system at about the time of the first survey. It can also be used to quantify the potential pool of future entrepreneurs among the highly educated Nigerian youth. The dataset presents a full entrepreneurship profile of a sample of educated young people in the largest and most populous nation in sub-Saharan Africa, which is useful for researchers, policymakers, donors and other development practitioners seeking to characterize and design appropriate interventions for youths in the developing world.