cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21227/khew-q514
title: Environment Recognition Dataset

description: This is the data for paper "Environmental Context Prediction for Lower Limb Prostheses with Uncertainty Quantification" published on IEEE Transactions on Automation Science and Engineering, 2020. DOI: 10.1109/TASE.2020.2993399. For more details, please refer to https://research.ece.ncsu.edu/aros/paper-tase2020-lowerlimb.
DOI: 10.21227/r5wb-5178
title: Environment Recognition Dataset

description: This is the data for paper "Environmental Context Prediction for Lower Limb Prostheses with Uncertainty Quantification" published on IEEE Transactions on Automation Science and Engineering, 2020. DOI: 10.1109/TASE.2020.2993399. For more details, please refer to https://research.ece.ncsu.edu/aros/paper-tase2020-lowerlimb.
DOI: 10.21227/4j37-jp39
title: Environment Recognition Dataset

description: This is the data for paper "Environmental Context Prediction for Lower Limb Prostheses with Uncertainty Quantification" published on IEEE Transactions on Automation Science and Engineering, 2020. DOI: 10.1109/TASE.2020.2993399. For more details, please refer to https://research.ece.ncsu.edu/aros/paper-tase2020-lowerlimb.
DOI: 10.21227/e5xn-qx35
title: Environment Recognition Dataset

description: This is the data for paper "Environmental Context Prediction for Lower Limb Prostheses with Uncertainty Quantification" published on IEEE Transactions on Automation Science and Engineering, 2020. DOI: 10.1109/TASE.2020.2993399. For more details, please refer to https://research.ece.ncsu.edu/aros/paper-tase2020-lowerlimb.
DOI: 10.25405/data.ncl.12320864.v1
title: Temperature profile of the infrared PCR thermocycling system presented in "Fabrication routes via projection stereolithography for 3D-printing of microfluidic geometries for nucleic acid amplification"

description: Temperature profile for a glass coated 3D printed chip
DOI: 10.25912/5ec5e38d230e9
title: Multi Ion Equilibria Work Up Template
DOI: 10.5281/zenodo.3835877
title: GAW URLs and time stamps 2018-06

description: The dataset comprises the URLs and corresponding time stamps of the GAW snapshot harvested in 2018-06. The compressed directory <em>2018-06.zip</em> contains 100 files. Each file contains two columns delimited by a tab. The time stamps are given in the format of the java equivalent yyyyMMddHHmmss and are parsed as: <pre>DateTime.parse(timeStamp, DateTimeFormat.forPattern("yyyyMMddHHmmss")).getMillis</pre>
DOI: 10.5519/qd.t8y0lyft
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (607 records)
DOI: 10.25405/data.ncl.12320849.v1
title: Contact angle values for functionalized and non-functionalized printed disk specimens presented in "Fabrication routes via projection stereolithography for 3D-printing of microfluidic geometries for nucleic acid amplification"

description: Contact angle values for functionalized and non-functionalized printed disk specimens presented in section 3.3 of "Fabrication routes via projection stereolithography for 3D-printing of microfluidic geometries for nucleic acid amplification"
DOI: 10.25405/data.ncl.12320861.v1
title: Elemental analysis of the surface of printed and functionalized disk specimens presented in "Fabrication routes via projection stereolithography for 3D-printing of microfluidic geometries for nucleic acid amplification"

description: Elemental analysis of the surface of printed and functionalized disk specimens presented in section 3.3 of "Fabrication routes via projection stereolithography for 3D-printing of microfluidic geometries for nucleic acid amplification"
DOI: 10.5281/zenodo.3835876
title: GAW URLs and time stamps 2018-06

description: The dataset comprises the URLs and corresponding time stamps of the GAW snapshot harvested in 2018-06. The compressed directory <em>2018-06.zip</em> contains 100 files. Each file contains two columns delimited by a tab. The time stamps are given in the format of the java equivalent yyyyMMddHHmmss and are parsed as: <pre>DateTime.parse(timeStamp, DateTimeFormat.forPattern("yyyyMMddHHmmss")).getMillis</pre>
DOI: 10.5281/zenodo.3836815
title: The Locus Algorithm Local Catalogue

description: This is the Local Catalogue generated as an intermediate step in the use of the Locus Algorithm to produce catalogues of optimized pointings for differential photometry of various classes of object. This catalogue mirrors the format of the SDSS Object catalogue but contains significantly reduced data to reduce the I/O demands on the system.
description: {"references": ["Schneider, Donald P., et al. \"The sloan digital sky survey quasar catalog. V. Seventh data release.\" The Astronomical Journal 139.6 (2010): 2360."]}
DOI: 10.5281/zenodo.3836816
title: The Locus Algorithm Local Catalogue

description: This is the Local Catalogue generated as an intermediate step in the use of the Locus Algorithm to produce catalogues of optimized pointings for differential photometry of various classes of object. This catalogue mirrors the format of the SDSS Object catalogue but contains significantly reduced data to reduce the I/O demands on the system.
description: {"references": ["Schneider, Donald P., et al. \"The sloan digital sky survey quasar catalog. V. Seventh data release.\" The Astronomical Journal 139.6 (2010): 2360."]}
DOI: 10.21227/e02v-y602
title: Energy

description: This data is related to the paper: "Energy hardware and workload aware job scheduling towards interconnected HPC environments". In includes two energy models for Intel Gold and Platinum CPUs, and eight application's data, to be used to estimate runtime, energy, and power at different frequencies. For detailed information on the energy model and how to use it, please read the paper.
DOI: 10.21227/rhc1-8236
title: Energy

description: This data is related to the paper: "Energy hardware and workload aware job scheduling towards interconnected HPC environments". In includes two energy models for Intel Gold and Platinum CPUs, and eight application's data, to be used to estimate runtime, energy, and power at different frequencies. For detailed information on the energy model and how to use it, please read the paper.
DOI: 10.7910/dvn/m0nrln/rxqvfd
title: Farag_2020_Tunisia_Arab Barometer III 2013.tab

description: :unav
DOI: 10.18112/openneuro.ds002821.v1.0.0
title: Prospection
DOI: 10.7910/dvn/m0nrln/6q5pf2
title: Farag_2020_Tunisia_Arab Barometer IV 2016.tab

description: :unav
DOI: 10.7910/dvn/m0nrln/z9okzx
title: Farag_2020_Tunisia_Arab Barometer II 2011.tab

description: :unav
DOI: 10.5281/zenodo.3832954
title: Taranaki Basin Curated Well Logs

description: Machine learning (ML) models are being widely used in the geosciences for various tasks involving well log data, including prediction of missing well log curves, picking of stratigraphic surfaces, facies classification, and segmentation of different rock types. Even though various ML applications have been proposed in the literature, it is difficult to reproduce and advance the prior art without having access to the data and preprocessing steps used. In fact, there is an increasing need for benchmark cases to assess past and future solutions. The present dataset integrates well log data curated from the 2016 New Zealand Petroleum Exploration Public Data Pack.
DOI: 10.5281/zenodo.3832955
title: Taranaki Basin Curated Well Logs

description: Machine learning (ML) models are being widely used in the geosciences for various tasks involving well log data, including prediction of missing well log curves, picking of stratigraphic surfaces, facies classification, and segmentation of different rock types. Even though various ML applications have been proposed in the literature, it is difficult to reproduce and advance the prior art without having access to the data and preprocessing steps used. In fact, there is an increasing need for benchmark cases to assess past and future solutions. The present dataset integrates well log data curated from the 2016 New Zealand Petroleum Exploration Public Data Pack.
DOI: 10.5281/zenodo.3835890
title: Dataset related to the article "An Ablation Index Operator-Independent Approach to Improve Efficacy in Atrial Fibrillation Ablation at 24-month Follow-Up: A Single Center Experience"

description: This record contains raw data related to the article "An Ablation Index Operator-Independent Approach to Improve Efficacy in Atrial Fibrillation Ablation at 24-month Follow-Up: A Single Center Experience" ABSTRACT <strong>Purpose: </strong>Since the introduction of catheter ablation as a mainstream treatment for atrial fibrillation (AF), several technical improvements have been put forward. In this contest, Ablation Index (AI) is an accurate ablation quality marker by incorporating power, delivery time, contact force (CF), and catheter stability in a weighted formula. The aim of our study is to evaluate the efficacy of AI-guided AF ablation over 24 month follow-up. <strong>Methods: </strong>We evaluated 72 consecutive patients with drug-refractory paroxysmal (66.7%) and early-persistent AF (33.3%) undergoing AI-guided ablation, compared to 72 propensity-matched control patients who underwent CF-guided procedure. All procedures were performed by three skilled operators. Data concerning procedural characteristics and long-term freedom from AF recurrence were analyzed. <strong>Results: </strong>At 24-month follow-up, Kaplan-Meier curves of AF recurrence were significantly lower in AI group than in CF group (15.5% vs. 30.6%; p 0.042). These findings were confirmed in a sub analysis regardless of the continued use of antiarrhythmic drugs in the follow-up (42.2% in AI-guided group and 66.7% in CF-guided group, p 0.004). At 24-month follow-up, a positive trend in the decrease of arrhythmia recurrences was observed in AI-guided ablation for all operators. <strong>Conclusions: </strong>AI-guided ablation results more effective than CF-guided ablation as demonstrated by a lower incidence of AF recurrences regardless of the use of antiarrhythmic drugs in the follow-up. Each operator seems to improve the long-term success using an AI-guided ablation, thus showing both the efficacy and the reproducibility of this approach.
DOI: 10.5281/zenodo.3835891
title: Dataset related to the article "An Ablation Index Operator-Independent Approach to Improve Efficacy in Atrial Fibrillation Ablation at 24-month Follow-Up: A Single Center Experience"

description: This record contains raw data related to the article "An Ablation Index Operator-Independent Approach to Improve Efficacy in Atrial Fibrillation Ablation at 24-month Follow-Up: A Single Center Experience" ABSTRACT <strong>Purpose: </strong>Since the introduction of catheter ablation as a mainstream treatment for atrial fibrillation (AF), several technical improvements have been put forward. In this contest, Ablation Index (AI) is an accurate ablation quality marker by incorporating power, delivery time, contact force (CF), and catheter stability in a weighted formula. The aim of our study is to evaluate the efficacy of AI-guided AF ablation over 24 month follow-up. <strong>Methods: </strong>We evaluated 72 consecutive patients with drug-refractory paroxysmal (66.7%) and early-persistent AF (33.3%) undergoing AI-guided ablation, compared to 72 propensity-matched control patients who underwent CF-guided procedure. All procedures were performed by three skilled operators. Data concerning procedural characteristics and long-term freedom from AF recurrence were analyzed. <strong>Results: </strong>At 24-month follow-up, Kaplan-Meier curves of AF recurrence were significantly lower in AI group than in CF group (15.5% vs. 30.6%; p 0.042). These findings were confirmed in a sub analysis regardless of the continued use of antiarrhythmic drugs in the follow-up (42.2% in AI-guided group and 66.7% in CF-guided group, p 0.004). At 24-month follow-up, a positive trend in the decrease of arrhythmia recurrences was observed in AI-guided ablation for all operators. <strong>Conclusions: </strong>AI-guided ablation results more effective than CF-guided ablation as demonstrated by a lower incidence of AF recurrences regardless of the use of antiarrhythmic drugs in the follow-up. Each operator seems to improve the long-term success using an AI-guided ablation, thus showing both the efficacy and the reproducibility of this approach.
DOI: 10.21227/8prm-5e97
title: Energy models and application data for two Intel CPUs

description: This data is related to the paper: "Energy hardware and workload aware job scheduling towards interconnected HPC environments". In includes two energy models for nodes equipped with Intel Gold and Platinum CPUs, and eight application's data, to be used to estimate runtime, energy, and power at different frequencies. For detailed information on the energy model and how to use it, please read the paper.First model: 2x Platinum 8168 CPU [2.70GHz-1.20GHz]24C, TDP 205W, 12 x 16GB DDR4 SDRAMSecond model: 2x Gold 6254 CPU [3.10GHz-1.20GHz] 18C,TDP 200W, 12 x 32GB DDR4 SDRAMApplications data: lu.C, ep.D, bt-mz.C, sp-mz.C, lu-mz.C, ua.C, DGEMM, STREAM
DOI: 10.17632/648cgcw5y6.2
title: Pleurotus sajor-caju proteome during PCBs degradation

description: This is the proteome of Pleurotus sajor-caju LBM 105 obtained for the mycellium of the fungus harvested from a nitrogen lacking liquid medium in presence and ausence of PCBs. The data was obtained via nanoHPCL MS/MS and by using the proteome discover software. This dataset contains the accesion number of every protein identified as well as any relevant information corresponding to it. The information of the unique peptides of each proteins is showed as well.
DOI: 10.17632/vyxsjn5s2g.1
title: Lead apron integrity
DOI: 10.5281/zenodo.3836651
title: Linked COVID-19 Data: Robert Koch-Institut (RKI)

description: Linked COVID-19 Data derived from <strong>Robert Koch Institute</strong> using the COVID-19 Ontology 10.5281/zenodo.3757828 developed for the Linked COVID-19 Data Dashboard: http://covid19data.link This files include data for covid19_rki*.ttl - single COVID-19 cases per day, collected by the RKI https://www.arcgis.com/home/item.html?id=dd4580c810204019a7b8eb3e0b329dd6 "confirmed" is calcaulated by the column "Refdatum" covid19_rki_ger.ttl - COVID-19 cases per day for Germany, collected by the RKI covid19_rki_ger_cum.ttl - COVID-19 cases accumulated per day for Germany, collected by the RKI covid19_rki_fs.ttl - COVID-19 cases per day for the federal states in Germany, collected by the RKI covid19_rki_fs_cum.ttl - COVID-19 cases accumulated per day for the federal states in Germany, collected by the RKI This RDF files are based on the NPGEO Corona Hub 2020 https://opendata.arcgis.com/datasets/dd4580c810204019a7b8eb3e0b329dd6_0.geojson https://npgeo-corona-npgeo-de.hub.arcgis.com/datasets/dd4580c810204019a7b8eb3e0b329dd6_0/data
DOI: 10.5281/zenodo.3836652
title: Linked COVID-19 Data: Johns Hopkins University (JHU) and European Centre for Disease Prevention and Control (ECDC)

description: Linked COVID-19 Data derived from <strong>Johns Hopkins University</strong> and <strong>European Centre for Disease Prevention and Control</strong> using the COVID-19 Ontology 10.5281/zenodo.3757828 developed for the Linked COVID-19 Data Dashboard: http://covid19data.link This files include data for covid19_jhu.ttl - COVID-19 data collected by the JHU covid19_ecdc.ttl - COVID-19 data collected by the ECDC This RDF files are based on https://pomber.github.io/covid19/timeseries.json https://opendata.ecdc.europa.eu/covid19/casedistribution/json/
DOI: 10.5281/zenodo.3836628
title: Togo Cropland Map and Labeled Dataset

description: This dataset provides a 10 m resolution map of cropland in Togo (togo_cropland_2019.zip). Each pixel represents a posterior probability (ranging 0 to 1) that the pixel contains crops, predicted using an LSTM classifier and multi-spectral time series of Sentinel-2 satellite observations. For more details on the method, please see Kerner and Tseng, et al. (full reference below). This dataset also provides the hand-labeled polygons used for training (crop_merged_v2.zi, noncrop_merged_v2.zip) and testing (togo_test_majority.zip) the model, which were created by experts based on photointerpretation of high-resolution imagery (primarily SkySat and PlanetScope) in QGIS and Google Earth Pro. If you use any part of this dataset, please cite the following paper: Hannah Kerner, Gabriel Tseng, Inbal Becker-Reshef, Catherine Nakalembe, Brian Barker, Blake Munshell, Madhava Paliyam, and Mehdi Hosseini. 2020. Rapid Response Crop Maps in Data Sparse Regions. In review for <em>KDD ’20: ACMSIGKDD Conference on Knowledge Discovery and Data Mining Workshops</em>, August 22–27, 2020, San Diego, CA.
DOI: 10.5281/zenodo.3836629
title: Togo Cropland Map and Labeled Dataset

description: This dataset provides a 10 m resolution map of cropland in Togo (togo_cropland_2019.zip). Each pixel represents a posterior probability (ranging 0 to 1) that the pixel contains crops, predicted using an LSTM classifier and multi-spectral time series of Sentinel-2 satellite observations. For more details on the method, please see Kerner and Tseng, et al. (full reference below). This dataset also provides the hand-labeled polygons used for training (crop_merged_v2.zi, noncrop_merged_v2.zip) and testing (togo_test_majority.zip) the model, which were created by experts based on photointerpretation of high-resolution imagery (primarily SkySat and PlanetScope) in QGIS and Google Earth Pro. If you use any part of this dataset, please cite the following paper: Hannah Kerner, Gabriel Tseng, Inbal Becker-Reshef, Catherine Nakalembe, Brian Barker, Blake Munshell, Madhava Paliyam, and Mehdi Hosseini. 2020. Rapid Response Crop Maps in Data Sparse Regions. In review for <em>KDD ’20: ACMSIGKDD Conference on Knowledge Discovery and Data Mining Workshops</em>, August 22–27, 2020, San Diego, CA.
DOI: 10.15468/vu83vf
title: Flagellia, a new subgenus of Haliclona (Porifera, Haplosclerida)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Van Soest, Rob W. M. (2017): Flagellia, a new subgenus of Haliclona (Porifera, Haplosclerida). European Journal of Taxonomy 351: 1-48, DOI: https://doi.org/10.5852/ejt.2017.351
DOI: 10.3886/e116464v1-24521
title: Replication data for: Simplified Distributional National Accounts

description: This paper develops a simplified methodology to distribute total national income across income groups that reproduces closely the sophisticated methodology of Piketty, Saez, and Zucman (2018). It starts from top income share series based on fiscal income of Piketty and Saez (2003) and makes two basic assumptions on how national income components not included in fiscal income are distributed: (1) nontaxable labor income and capital income from pension funds are distributed like taxable labor income; (2) other nontaxable capital income is distributed like taxable capital income. This methodology could be applied to countries with less data.
DOI: 10.17037/data.00001762
title: The feasibility of a group intervention for children with congenital zika syndrome – qualitative dataset

description: Qualitative data set produced as part of a study which aimed to explore the acceptability, demand, implementation, practicality and adaption of a group programme among caregivers of children with congenital zika syndrome in Brazil. The data set consists of anonymised transcripts of interviews with nine caregivers and four group facilitators.
description: The nine caregivers were purposively selected from participants of the feasibility study. Three participants per group were selected after the completion of the ten intervention sessions. Participants were selected at the discretion of the researchers to reflect a broad range of perspectives (eg caregivers of children with different severities of disabilities, different caregivers that included mothers, fathers and grandmothers.) Interviews took place in a private room and they were audio recorded.
DOI: 10.5281/zenodo.3831124
title: BIDS-formatted example mouse brain data for SAMRI

description: BIDS-formatted Magnetic Resonance Imaging mouse brain data example used in the SAMRI test suite.
DOI: 10.15468/5xnnkv
title: Nine new species and new records of euryglossiform Scrapter Lepeletier & Serville (Hymenoptera: Colletidae) from South Africa

description: This dataset contains the digitized treatments in Plazi based on the original journal article Kuhlmann, Michael, Friehs, Thyra (2020): Nine new species and new records of euryglossiform Scrapter Lepeletier & Serville (Hymenoptera: Colletidae) from South Africa. European Journal of Taxonomy 647: 1-33, DOI: https://doi.org/10.5852/ejt.2020.647
DOI: 10.21227/9wdm-qq71
title: Environment Recognition Dataset

description: This is the data for paper "Environmental Context Prediction for Lower Limb Prostheses with Uncertainty Quantification" published on IEEE Transactions on Automation Science and Engineering, 2020. DOI: 10.1109/TASE.2020.2993399. For more details, please refer to https://research.ece.ncsu.edu/aros/paper-tase2020-lowerlimb.
DOI: 10.3886/e100426v4
title: Indiana University Sexual Diversity Study

description: In 2015, we conducted a cross-sectional, Internet-based U.S. nationally representative probability survey of 2,021 adults (975 men, 1,046 women) focused on a broad range of sexual behaviors. Participants reported on demographic items, lifetime and recent sexual behaviors, and the appeal of 50+ sexual behaviors. Most (&gt;80%) reported lifetime masturbation, vaginal sex, and oral sex. Lifetime anal sex was reported by 43% of men (insertive) and 37% of women (receptive). Common lifetime sexual behaviors included wearing sexy lingerie/underwear (75% women, 26% men), sending/receiving digital nude/semi-nude photos (54% women, 65% men), reading erotic stories (57% of participants), public sex (≥43%), role-playing (≥22%), tying/being tied up (≥20%), spanking (≥30%), and watching sexually explicit videos/DVDs (60% women, 82% men). Threesomes (10% women, 18% men) and playful whipping (≥13%) were less common. Lifetime group sex, sex parties, taking a sexuality class/workshop, and going to BDSM parties were uncommon (&lt;8%). More Americans identified behaviors as “appealing” than had engaged in them. Romantic/affectionate behaviors were among those most commonly identified as appealing for both men and women. With the exception of anal sex, the appeal of particular behaviors was associated with greater odds that the individual had ever engaged in the behavior.
DOI: 10.15468/mke4aq
title: Description of three new species of Caledomina (Insecta, Trichoptera, Ecnomidae) from New Caledonia

description: This dataset contains the digitized treatments in Plazi based on the original journal article Johanson, Kjell Arne (2017): Description of three new species of Caledomina (Insecta, Trichoptera, Ecnomidae) from New Caledonia. European Journal of Taxonomy 352: 1-12, DOI: https://doi.org/10.5852/ejt.2017.352