cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7284/132860
title: Anemometer data collected during research cruise SKQ201818S using a Gill WindObserver 75 instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.25375/uct.7246808
title: Westrand Air Quality Data

description: This dataset contains data for the following locations in the Westrand municipality: Mogale CityRandfontein
DOI: 10.25375/uct.7246808.v1
title: Westrand Air Quality Data

description: This dataset contains data for the following locations in the Westrand municipality: Mogale CityRandfontein
DOI: 10.6084/m9.figshare.7246985.v9
title: pretrained networks for deep learning applications

description: Pretrained networks for a variety of problems.<br>WBIR networks are named wbir* <br>put them all in a folder called "models" then see create_wbir_models.R for how to load them<br>wbir_random_vgg_3d --- 3dvgg initialized with random weights<br>wbir_resnet_vgg_weights --- resnet trained to mimic 2d pseudo vgg activations<br>wbir_vggtrue3d -- 3d egg trained to mimic 2d pseudo vgg activations<br>wbir_brain_age_weights -- weights for brain age<br>wbir_pseudo_vgg_ -- 2d vgg transferred to 3d
DOI: 10.7284/132861
title: Anemometer data collected during research cruise SKQ201818S using a Gill WindObserver 75 instrument system onboard the platform RV Sikuliaq

description: Processed data created by vessel technician during a Field_expedition
DOI: 10.25375/uct.7246784
title: Johannesburg Air Quality Data

description: This dataset contains data from the City of Johannesburg municipality for the following stations: AlexandraBuccleuchDelta ParkDiepslootIvory ParkJabavuNewtownOrange Farm
DOI: 10.7284/132848
title: Flowmeter data collected during research cruise SKQ201818S using a Omega FP-2541 instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.25375/uct.7246742
title: Ekurhuleni Air Quality Data

description: This dataset contains data from the City of Ekurhuleni municipality for the following stations: BedfordviewEtwatwaGermistonLeondaleOlifantsfonteinSpringsThembisaThokozaTsakaneWatville
DOI: 10.25375/uct.7246748
title: Tshwane Air Quality Data

description: This dataset contains data from the City of Tshwane municipality for the following stations: BodibengBooysensEkandustriaMamelodiOlievenhoutboschPretoria WestRosslyn
DOI: 10.25375/uct.7246742.v1
title: Ekurhuleni Air Quality Data

description: This dataset contains data from the City of Ekurhuleni municipality for the following stations: BedfordviewEtwatwaGermistonLeondaleOlifantsfonteinSpringsThembisaThokozaTsakaneWatville
DOI: 10.25375/uct.7246748.v1
title: Tshwane Air Quality Data

description: This dataset contains data from the City of Tshwane municipality for the following stations: BodibengBooysensEkandustriaMamelodiOlievenhoutboschPretoria WestRosslyn
DOI: 10.7284/132849
title: Flowmeter data collected during research cruise SKQ201818S using a Krohne Optiflux 5000 instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.25375/uct.7246730
title: Ethekwini Air Quality Data

description: This dataset contains data from the Ethekwini municipality for the following stations: AlverstoneCato RidgeCity HallEdgewoodFerndaleGangesGrosvenorJacobs Air monitoringNew GermanyNizam SchoolProspectonSettlers SchoolSouthern WorksTongaatWarwick AvenueWentworth
DOI: 10.7284/132850
title: Fluorometer data collected during research cruise SKQ201818S using a Turner Cyclops-7 instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/132851
title: GNSS (Global Navigation Satellite System) data collected during research cruise SKQ201818S using a C&C C-Nav 3050 instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.25375/uct.7246703
title: Richards Bay Air Quality Data

description: This dataset contains data from the Richards Bay Clean Air Association for the following stations in the Richards Bay area: AirportArboretumBaysideBodibengBrackenhamCBDEsikhawiniHabour WestMtunziniRBMScorpioSt Lucia
DOI: 10.25375/uct.7246673
title: Distribution Pre-Electrification Tool

description: Eskom Distribution Pre-Electrification Tool (Distribution PET) is a software application for predicting domestic consumer ADMD (with Herman Beta Parameters), Consumption and the load profile for a group of typically 60 or more consumers.<br> Distribution PET has been derived after extensive research by the authors, using data collected during the course of the NRS Load Research project since 1995.<br> The results of load predictions have been confirmed to follow very closely what was actually measured from groups of consumers in the field.<br> The prediction is “driven” with information about gross household income for the target community. Therefore a diligent assessment of income levels is essential. <strong><br></strong><strong>Boundaries of operation</strong> At this time, the application has the following boundaries:Average household income 100-25 000 (in 2014 Rands)Project time electrified in range1-15 years (inclusive)Geographical boundaries: The tool is only designed to operate inside the boundaries of South Africa. <strong>Period of validity</strong> The current version of the application is designed to auto-update itself whenever there is new data or models available, over the internet. Typically data and profile models are reviewed every 3-4 years. Email the authors if you have any queries.
DOI: 10.25375/uct.7246682
title: Distribution Profile Mixer Tool

description: The Distribution Profile Mixer Tool is a software application for estimating the aggregate hourly load profile for consumers from different domestic consumer classes.<br> This software provides analysis of the impact of summated loads at given consumption levels, and using load models which have been derived from extensive research by the authors, using data collected during the course of the NRS Load Research Project since1995.<br> Typical use cases would be: Total residential load on a feederTotal residential load in an areaWhat-if scenarios for load planning All these use cases assume that the consumers are in the same geographical area and the application does not allow mixture of consumers from different geographical areas.
DOI: 10.7284/132847
title: Gravimeter data collected during research cruise SKQ201818S using a Bell BGM-3 instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.25375/uct.7246673.v1
title: Distribution Pre-Electrification Tool

description: Eskom Distribution Pre-Electrification Tool (Distribution PET) is a software application for predicting domestic consumer ADMD (with Herman Beta Parameters), Consumption and the load profile for a group of typically 60 or more consumers.<br> Distribution PET has been derived after extensive research by the authors, using data collected during the course of the NRS Load Research project since 1995.<br> The results of load predictions have been confirmed to follow very closely what was actually measured from groups of consumers in the field.<br> The prediction is “driven” with information about gross household income for the target community. Therefore a diligent assessment of income levels is essential. <strong><br></strong><strong>Boundaries of operation</strong> At this time, the application has the following boundaries:Average household income 100-25 000 (in 2014 Rands)Project time electrified in range1-15 years (inclusive)Geographical boundaries: The tool is only designed to operate inside the boundaries of South Africa. <strong>Period of validity</strong> The current version of the application is designed to auto-update itself whenever there is new data or models available, over the internet. Typically data and profile models are reviewed every 3-4 years. Email the authors if you have any queries.
DOI: 10.25375/uct.7246682.v1
title: Distribution Profile Mixer Tool

description: The Distribution Profile Mixer Tool is a software application for estimating the aggregate hourly load profile for consumers from different domestic consumer classes.<br> This software provides analysis of the impact of summated loads at given consumption levels, and using load models which have been derived from extensive research by the authors, using data collected during the course of the NRS Load Research Project since1995.<br> Typical use cases would be: Total residential load on a feederTotal residential load in an areaWhat-if scenarios for load planning All these use cases assume that the consumers are in the same geographical area and the application does not allow mixture of consumers from different geographical areas.
DOI: 10.25375/uct.7246667
title: Nuclear Study - Dissemination

description: Stakeholder and conference presentations made on the findings of the study.<br>The study is a technical analysis of the potential risks and uncertainties of South Africa’s proposed commitment to 9.6 GW of nuclear power. The objective of the study is to review this commitment in comparison to a more flexible planning approach that aims to minimise costs. It includes three main tiers of analysis: the first builds two alternative futures, so that we can understand the implications of different investment strategies in uncertain future worlds; the second models the socioeconomic impacts of the commitment to nuclear power versus a flexible planning approach in each of these futures (i.e. committed nuclear versus least-cost investment plans in different futures); the third estimates the risks of an increase in the electricity price to the South African economy and consumers.<br>
DOI: 10.7284/132852
title: Gyrocompass data collected during research cruise SKQ201818S using a Sperry NAVIGAT 2100 instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.25375/uct.7246646
title: SAMSET - Dissemination

description: This dataset contains presentations and exercises delivered as part of SAMSET training programmes, as well as other documents and public resources related to the project and LEAP software.
DOI: 10.25375/uct.7246664
title: Power Sector Energy Supply

description: TCH_PWR is the power sector energy supply data from 2014 version of SATIM (After IRP 2013, UNEP, and REIPPP round 3).<br>
DOI: 10.25375/uct.7246667.v1
title: Nuclear Study - Dissemination

description: Stakeholder and conference presentations made on the findings of the study.<br>The study is a technical analysis of the potential risks and uncertainties of South Africa’s proposed commitment to 9.6 GW of nuclear power. The objective of the study is to review this commitment in comparison to a more flexible planning approach that aims to minimise costs. It includes three main tiers of analysis: the first builds two alternative futures, so that we can understand the implications of different investment strategies in uncertain future worlds; the second models the socioeconomic impacts of the commitment to nuclear power versus a flexible planning approach in each of these futures (i.e. committed nuclear versus least-cost investment plans in different futures); the third estimates the risks of an increase in the electricity price to the South African economy and consumers.<br>
DOI: 10.7284/132853
title: Gyrocompass data collected during research cruise SKQ201818S using a Sperry NAVIGAT 2100 instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.25375/uct.7246646.v1
title: SAMSET - Dissemination

description: This dataset contains presentations and exercises delivered as part of SAMSET training programmes, as well as other documents and public resources related to the project and LEAP software.
DOI: 10.25375/uct.7246664.v1
title: Power Sector Energy Supply

description: TCH_PWR is the power sector energy supply data from 2014 version of SATIM (After IRP 2013, UNEP, and REIPPP round 3).<br>
DOI: 10.25375/uct.7246643
title: SAMSET - Reports

description: Findings and final reports on the SAMSET project.
DOI: 10.25375/uct.7246643.v1
title: SAMSET - Reports

description: Findings and final reports on the SAMSET project.
DOI: 10.6084/m9.figshare.7246628
title: Supplementary Material for: Predictors and Management of Antiplatelet-Related Bleeding Complications for Acute Coronary Syndrome in Chinese Elderly Patients

description: <b><i>Background/Aims:</i></b> Bleeding complications after percutaneous coronary intervention (PCI) are strongly associated with adverse patient outcomes. However, there are no specific guidelines for the predictors and management of antiplatelet-related bleeding complications in Chinese elderly patients with acute coronary syndrome (ACS). <b><i>Methods:</i></b> A retrospective analysis of 237 consecutive patients (aged ≥ 75 years) with ACS who had undergone successful PCI from January 2010 to December 2016 was performed to identify predictors and management of antiplatelet-related bleeding complications. Multivariate logistic regression analysis was conducted to investigate independent predictors of antiplatelet-related bleeding complications. We defined antiplatelet-related bleeding complications as first hospitalization received long-term oral antiplatelet therapy and required hospitalization, including gastrointestinal and intracranial bleedings. <b><i>Results:</i></b> After multivariable adjustment, independent risk predictors of antiplatelet-related bleeding complications included female gender (odds ratio [OR]: 2.96; 95% confidence interval [CI]: 1.98 to 4.15; <i>P</i> = 0.011), body mass index (OR: 1.54; 95% CI: 1.06 to 1.94; <i>P</i> = 0.034), previous history of bleeding (OR: 4.03; 95% CI: 1.84 to 6.12; <i>P</i> = 0.004), fasting blood glucose (OR: 2.79; 95% CI: 1.23 to 4.46; <i>P</i> = 0.025), and chronic total occlusion lesion (OR: 4.69; 95% CI: 2.19 to 7.93; <i>P</i> = 0.007). Of 46 patients with antiplatelet-related bleeding complications, 54.3% were treated short-term dual antiplatelet therapy (DAPT) cessation (0–7 days) and 45.7% underwent long-term DAPT cessation (&gt; 7 days). Among these, 14 patients presented major adverse cardiac and cerebrovascular events (MACCE), whereas no re-bleeding happened over all available follow-up. The incidence of MACCE was not significantly different between the two groups one year after PCI (36.0% for short-term DAPT cessation versus 23.8% for long-term DAPT cessation, <i>P</i> = 0.522). <b><i>Conclusion:</i></b> For elderly patients with ACS, multiple factors were likely to contribute to antiplatelet-related bleeding complications, especially previous history of bleeding and chronic total occlusion lesion. Better individualized, tailored and risk-adjusted antiplatelet therapy after PCI is urgently needed in this high-risk population.
DOI: 10.25375/uct.7246589
title: SAMSET - Model Results

description: This dataset contains extracts of the model results of the study for Polokwane, Ga East and Awuthu Senya East.
DOI: 10.7284/132865
title: INS (Inertial Navigation System) data collected during research cruise SKQ201818S using a Kongsberg Seapath 320+ instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.25375/uct.7246589.v1
title: SAMSET - Model Results

description: This dataset contains extracts of the model results of the study for Polokwane, Ga East and Awuthu Senya East.
DOI: 10.25375/uct.7246556
title: Water Energy Nexus - Dissemination

description: Dissemination material (incl. reports and workshop presentations for WB Energy-Water Nexus project.The interdependency between water and energy is growing in importance as demands for both water and energy increase. Several regions of the world are already experiencing water and energy security challenges, which adversely affect sustainable economic growth. In addition, the world’s population is expected to grow, which will in turn increase demand for water and energy, especially in fast-growing developing countries. <br><br> The project aims to represent the evolving cost of water to the technologies represented in an energy system’s planning model, ERC’s SATIM model, by representing the planned augmentation schemes for key water supply regions to 2050 and their projected costs and capacities. This will thus be a water-smart energy planning model (SATIM-W) which is hoped will give powerful insights into infrastructure decisions when combined with climate scenarios.
DOI: 10.6084/m9.figshare.7246580
title: Supplementary Material for: Long Non-Coding RNA Expression Profiles for the Characterization of Different Bladder Cancer Grade

description: <b><i>Background/Aims:</i></b> Bladder cancer (BC) is one of the most frequent urologic tumors worldwide. However, long non-coding RNA(lncRNA) expression profiles in BC progression remain unclear. This study aimed to explore lncRNA expression profiles in different grades of bladder cancer and normal urothelium tissues. <b><i>Methods:</i></b> We performed high-throughput sequencing in BC tissues of different grade and obtained the expression profiles of its lncRNAs. Then, aberrantly expressed lncRNAs were validated by quantitative reverse transcription polymerase chain reaction (RT-PCR). Gene Ontology (GO) and pathway analyses were used to investigate the potential function of these lncRNAs. Co-expresson network was constructed to explore the relationship between lncRNAs and target mRNAs. <b><i>Results:</i></b> We identified 252 aberrantly expressed lncRNAs in high-grade BC while compared to low-grade BC, and 269 lncRNAs in high-grade BC while compared to normal urothelium. Notably, we found 33 overlapped lncRNAs. Subsequently, 7 lncRNAs were selected from the overlapped part and confirmed by RT-PCR. GO and pathway analyses showed that these dysregulated lncRNAs participated in cell migration, cell adhesion, as well as Ras signaling pathway. Co-expression network and The Cancer Genome Atlas (TCGA) data showed LUCAT1 and CCNB1 had positive relationship in regulating the progress of bladder cancer. <b><i>Conclusion:</i></b> Our findings revealed the significant role of lncRNAs in the development process of bladder cancer.
DOI: 10.7284/132854
title: Meteorological Station data collected during research cruise SKQ201818S using a Vaisala WXT520 instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.25375/uct.7246556.v1
title: Water Energy Nexus - Dissemination

description: Dissemination material (incl. reports and workshop presentations for WB Energy-Water Nexus project.The interdependency between water and energy is growing in importance as demands for both water and energy increase. Several regions of the world are already experiencing water and energy security challenges, which adversely affect sustainable economic growth. In addition, the world’s population is expected to grow, which will in turn increase demand for water and energy, especially in fast-growing developing countries. <br><br> The project aims to represent the evolving cost of water to the technologies represented in an energy system’s planning model, ERC’s SATIM model, by representing the planned augmentation schemes for key water supply regions to 2050 and their projected costs and capacities. This will thus be a water-smart energy planning model (SATIM-W) which is hoped will give powerful insights into infrastructure decisions when combined with climate scenarios.
DOI: 10.25375/uct.7246508
title: Nuclear Study - Model Results

description: The study is a technical analysis of the potential risks and uncertainties of South Africa’s proposed commitment to 9.6 GW of nuclear power. The objective of the study is to review this commitment in comparison to a more flexible planning approach that aims to minimise costs. It includes three main tiers of analysis: the first builds two alternative futures, so that we can understand the implications of different investment strategies in uncertain future worlds; the second models the socioeconomic impacts of the commitment to nuclear power versus a flexible planning approach in each of these futures (i.e. committed nuclear versus least-cost investment plans in different futures); the third estimates the risks of an increase in the electricity price to the South African economy and consumers.
DOI: 10.25375/uct.7246508.v1
title: Nuclear Study - Model Results

description: The study is a technical analysis of the potential risks and uncertainties of South Africa’s proposed commitment to 9.6 GW of nuclear power. The objective of the study is to review this commitment in comparison to a more flexible planning approach that aims to minimise costs. It includes three main tiers of analysis: the first builds two alternative futures, so that we can understand the implications of different investment strategies in uncertain future worlds; the second models the socioeconomic impacts of the commitment to nuclear power versus a flexible planning approach in each of these futures (i.e. committed nuclear versus least-cost investment plans in different futures); the third estimates the risks of an increase in the electricity price to the South African economy and consumers.
DOI: 10.7284/132866
title: Multibeam Echosounder data collected during research cruise SKQ201818S using a Kongsberg EM302 instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/132867
title: Multibeam Echosounder data collected during research cruise SKQ201818S using a Kongsberg EM302 instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.6084/m9.figshare.7246430
title: A new species and molecular phylogeny of Brazilian succulent <i>Euphorbia</i> sect. <i>Brasilienses</i>

description: A new species of <i>Euphorbia</i> sect. <i>Brasilienses</i> V.W. Steinm. & Dorsey is described. <i>Euphorbia tetrangularis</i> Hurbath & Cordeiro is endemic to the Serra de Montevidéu, a part of the Espinhaço Range located in the state of Minas Gerais, Brazil. It differs from other species within the section based on the following characters: 4-ribbed branches, green cyathia, and green cyathial glands with erect appendages. This new species would qualify as critically endangered (CR) according to IUCN criteria. An inferred phylogeny based on a combined dataset of nuclear (ITS1) and plastid regions (<i>psbA-trnH</i>, <i>trnC-ycf6</i>, <i>matK</i>, <i>atpI-atpH</i>, <i>psbJ-petA</i>, <i>trnQ-rps16 × 1</i>) confirms the monophyly of <i>Euphorbia</i> sect. <i>Brasilienses</i> and supports the recognition of <i>E. tetrangularis</i>. The phylogeny also suggests that this group probably underwent a recent radiation.
DOI: 10.7284/132855
title: Radiometer data collected during research cruise SKQ201818S using a RMR Co. PRP instrument system onboard the platform RV Sikuliaq

description: Original (unprocessed) data collected during a Field_expedition