cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.3884606
title: Biogeochemical data - 2017 Winter Cruise Atlantic-Indian Southern Ocean

description: Nutrient data from underway (surface, ~7 m) and CTD (surface only, ~10 m) samples. Nutrients include ammonium, nitrate, nitrite, urea, phosphate, and silicate concentrations. Particulate organic nitrogen and carbon concentrations, chlorophyll-a concentrations, inorganic carbon uptake rates, and nitrogen (nitrate, ammonium, urea) uptake rates are included - all for two size classes: &gt;0.3 microns and &gt;2.7 microns. Ammonium oxidation rates are also provided. Plankton abundances are provided for various groups (microplankton enumerated with microscopy and nano- and picoplankton enumerated using flow cytometry). Cruise: 28 June - 13 July 2017; R/V <em>SA Agulhas II </em>(VOY025); Cape Town to the Marginal Ice Zone; WOCE IO6 line.
description: We acknowledge Captain Knowledge Bengu and the crew of the R/V SA Agulhas II, and Chief Scientists Hermann Luyt, Marcello Vichi, and Thomas Ryan-Keogh. We thank Tahlia Henry for CTD operations and CTD and SDS data processing. We are grateful to the students from the Cape Peninsula University of Technology for help with sample collection and analysis of chl-a samples. We thank Sedick Gallie for his assistance with sampling and for conducting the microscope counts, and Raquel Flynn, Mishka Rawatlal, and Raymond Roman for assistance with nutrient analyses. We acknowledge the Flow Cytometry Core Facility at the University of Cape Town (UCT) and the efforts of Ian Newton at the Stable Light Isotope Laboratory (UCT). This work was supported by the South African Departments of Forestry, Fisheries, and Environment (formerly Environmental Affairs) and Science and Innovation (DSI), and the National Research Foundation (NRF) through the South African National Antarctic Program (SANAP; 110732 to K.E.A and 105539, 110735, and 129232 to S.E.F.), Equipment-related Travel and Training Grant (118615 to K.E.A.), Competitive Support for Rated Researchers Grant (111716 to K.E.A.), and Incentive Fund (115335 to S.E.F.). S.S., M.M., K.A.M.S., and J.M.B. acknowledge funding from the NRF through postgraduate scholarships (120105, 112380, 113193, and 108757, respectively). S.S. was partially supported by a UCT Vice-Chancellor Research Scholarship and M.M. by the UCT Harry Crossley Foundation Research Fellowship. S.E.F. and K.E.A. acknowledge the support of the UCT Vice-Chancellor Future Leaders 2030 programme. S.E.F. acknowledges an African Academy of Sciences/Royal Society FLAIR fellowship and K.E.A. acknowledges support from UCT through a University Research Council Launching Grant and a University Equipment Committee Grant. We further acknowledge the support of the DSI Biogeochemistry Research Infrastructure Platform (BIOGRIP).
DOI: 10.5281/zenodo.3884605
title: Biogeochemical data - 2017 Winter Cruise Atlantic-Indian Southern Ocean

description: Nutrient data from underway (surface, ~7 m) and CTD (surface only, ~10 m) samples. Nutrients include ammonium, nitrate, nitrite, urea, phosphate, and silicate concentrations. Particulate organic nitrogen and carbon concentrations, chlorophyll-a concentrations, inorganic carbon uptake rates, and nitrogen (nitrate, ammonium, urea) uptake rates are included - all for two size classes: &gt;0.3 microns and &gt;2.7 microns. Ammonium oxidation rates are also provided. Plankton abundances are provided for various groups (microplankton enumerated with microscopy and nano- and picoplankton enumerated using flow cytometry). Cruise: 28 June - 13 July 2017; R/V <em>SA Agulhas II </em>(VOY025); Cape Town to the Marginal Ice Zone; WOCE IO6 line.
description: We acknowledge Captain Knowledge Bengu and the crew of the R/V SA Agulhas II, and Chief Scientists Hermann Luyt, Marcello Vichi, and Thomas Ryan-Keogh. We thank Tahlia Henry for CTD operations and CTD and SDS data processing. We are grateful to the students from the Cape Peninsula University of Technology for help with sample collection and analysis of chl-a samples. We thank Sedick Gallie for his assistance with sampling and for conducting the microscope counts, and Raquel Flynn, Mishka Rawatlal, and Raymond Roman for assistance with nutrient analyses. We acknowledge the Flow Cytometry Core Facility at the University of Cape Town (UCT) and the efforts of Ian Newton at the Stable Light Isotope Laboratory (UCT). This work was supported by the South African Departments of Forestry, Fisheries, and Environment (formerly Environmental Affairs) and Science and Innovation (DSI), and the National Research Foundation (NRF) through the South African National Antarctic Program (SANAP; 110732 to K.E.A and 105539, 110735, and 129232 to S.E.F.), Equipment-related Travel and Training Grant (118615 to K.E.A.), Competitive Support for Rated Researchers Grant (111716 to K.E.A.), and Incentive Fund (115335 to S.E.F.). S.S., M.M., K.A.M.S., and J.M.B. acknowledge funding from the NRF through postgraduate scholarships (120105, 112380, 113193, and 108757, respectively). S.S. was partially supported by a UCT Vice-Chancellor Research Scholarship and M.M. by the UCT Harry Crossley Foundation Research Fellowship. S.E.F. and K.E.A. acknowledge the support of the UCT Vice-Chancellor Future Leaders 2030 programme. S.E.F. acknowledges an African Academy of Sciences/Royal Society FLAIR fellowship and K.E.A. acknowledges support from UCT through a University Research Council Launching Grant and a University Equipment Committee Grant. We further acknowledge the support of the DSI Biogeochemistry Research Infrastructure Platform (BIOGRIP).
DOI: 10.5281/zenodo.4916442
title: Advanced personalised, multi-scale computer models preventing osteoarthritis

description: This repository contains the clinical data collected specifically for the OACTIVE project. More information can be found on OACTIVE's site: www.oactive.eu
DOI: 10.5281/zenodo.4916397
title: Advanced personalised, multi-scale computer models preventing osteoarthritis

description: This repository contains the clinical data collected specifically for the OACTIVE project. More information can be found on OACTIVE's site: www.oactive.eu
DOI: 10.5281/zenodo.3924237
title: Dataset for a systematic technology review of Function-as-a-Service platforms

description: Description This dataset comprises the results of analysis of 3 commercial and 7 open source FaaS platforms. The included Excel sheet lists the results grouped into multiple classification categories and dimensions. The data for each platform reside in a separate tab, and for every collected fact there is a corresponding link to the documentation or software repository.
DOI: 10.5281/zenodo.3924236
title: Dataset for a systematic technology review of Function-as-a-Service platforms

description: Description This dataset comprises the results of analysis of 3 commercial and 7 open source FaaS platforms. The included Excel sheet lists the results grouped into multiple classification categories and dimensions. The data for each platform reside in a separate tab, and for every collected fact there is a corresponding link to the documentation or software repository.
DOI: 10.5281/zenodo.4916477
title: SciExpeM - 10.5281/zenodo.4916477

description: Chai, Y., & Pfefferle, L. D. (1998). An experimental study of benzene oxidation at fuel-lean and stoichiometric equivalence ratio conditions. Fuel, 77(4), 313-320.
DOI: 10.5281/zenodo.4916476
title: SciExpeM - 10.5281/zenodo.4916477

description: Chai, Y., & Pfefferle, L. D. (1998). An experimental study of benzene oxidation at fuel-lean and stoichiometric equivalence ratio conditions. Fuel, 77(4), 313-320.
DOI: 10.34740/kaggle/dsv/2317341
title: 2021 World Population (updated daily)
DOI: 10.17632/h96wg5h3x7.1
title: Social media related transit reviews

description: With the rapid development of web, 2.0, social media has gained tremendous improvement in user-generated content all over the world. Transportation organization raises the economic growth on influencing the well-being of users using social media as a platform, who shares their opinions; access the employment, services, and social connections. Transportation stakeholders not only forecast the ups and downs occurring in the transportation domain but also understand the customer's expectations and needs in terms of quality of services on exploring the reasons for facing dissatisfaction. Transportation-related data in social media has gained significant importance in transportation research.Tweets are accumulated using the Twitter Streaming API from @RailMinIndia. Around 11000 tweets were extracted from the transportation dataset of Twitter through streaming Twitter API @RailMinIndia during 2017 over a period of 30 day’s time frame.
DOI: 10.17632/b825fzbkm6.1
title: Q College

description: Q College will continue to develop innovative and flexible educational approaches to serve the needs of our students. Q College encourages and supports creativity and innovation in the development of initiatives that address opportunities for constructive change with Campus in Victoria and Vancouver,British Columbia.
DOI: 10.17632/g5p898vyrt.1
title: Godfrey makandwa

description: my article
DOI: 10.17632/rzszr9fpt4.1
title: Custom code related to the article entitled "North Atlantic cyclones starve seabirds"

description: This file contains R code related to the article entitled "North Atlantic cyclones starve seabird". The methods implemented are developed in the corresponding STAR METHOD. The source of the data used is detailed in the KEY RESSOURCE TABLE.
DOI: 10.17632/9bjp9gsjpr.1
title: Duarte-Gan et al., 2021

description: This is the data set analyzed in Experiment "Visual Processing of human and dog faces in children with Autism Spectrum Disorder: An eye tracker study". The data shows the number of saccades (dwells) in the area of the eyes for individual pictures of dogs or humans, and saccades in the area of the face to the left or right in paired pictures. Anonymized information of participants (Contr for control and Exp for experimental) shows age, verbal level, non-verbal level, the severity of symptoms, intervention, specific theory of mind intervention, and interaction with animals.
DOI: 10.17632/hbmc8yhf7y.1
title: Molecular characterization of animal glues for restoration purposes
DOI: 10.17632/zdh2phb3b4.3
title: Structural Bias in Optimisation Algorithms: Extended Results

description: This repository contains extended results for the publications: - Can Single Solution Methods Be Structurally Biased? (DOI 10.1109/CEC48606.2020.9185494) - Infeasibility and Structural Bias in Differential Evolution (DOI: 10.1016/j.ins.2019.05.019); - Structural Bias in Differential Evolution: a Preliminary Study (DOI: 10.1063/1.5089972) - Structural Bias in Population-based Algorithms (DOI: doi.org/10.1016/j.ins.2014.11.035)
DOI: 10.17632/bkk6wzcbm8.1
title: Urban Morphology Ontology (UMO)

description: UMO implements four reference classes that map the hierarchical main morphological levels of objects: Root class: Geometrical families. This class tries to divide the urban space elements starting from their intrinsic dimensional nature: lines (i.e. elements with a standard cross section, developed along a path, like the streets), surfaces (i.e. every open and non-covered space), volumes (i.e. every building over covered space). This class contains also a primary distinction between the public/private conditions (for the linear elements and the surfaces), and between the closed or open volumes. Subclass 1: Functional families. In this class of the Urban Ontology there is a distinction among the main functional families of the elements, such as building, green etc. Subclass 2: Architectural typologies. This class articulates the typological peculiarities of the entities, such as semi-detached building or office block etc. Subclass 3: Distribution type / internal organisation. In this last class there are some information about the details of the structural schemes (e.g. single, double o multiple span) or about the internal organisation of the entities. This last class matches with the dimensional features, specified for every single element. UMO implements five different types of relationships between class individuals: • hypernym-hyponym relationships (subclasses and superclasses); • holonym-meronym relationships; • pertinence relationships; • spatial relationships; • size relationships.
DOI: 10.17632/vfj4yfffdd.1
title: Dataset_QIASEQsmallRNA_plasma_CTR

description: This file contains Clinical Characteristics, microRNAs raw UMI Reads and microRNAs CPM filtered Reads of plasma of 28 healthy (non diabetic) patients. This Dataset relates to Star Protocols paper: "Protocol to analyze circulating small non-coding RNAs by high-throughput RNA sequencing from human plasma samples".
DOI: 10.17632/99b8chny6m.1
title: LINF_130017100

description: purine nucleobase transporter (NT3) Leishmania infantum
DOI: 10.17632/b8p2c8rbwt.1
title: LINF_130017000

description: mitoribosomal protein bL27m Leishmania infantum
DOI: 10.17632/rdc6x6bs8p.1
title: LINF_130016700

description: mt-SAF16 Leishmania infantum
DOI: 10.17632/2v22pgzb2m.1
title: LINF_130016400

description: Alpha/beta hydrolase family Leishmania infantum
DOI: 10.17632/sr2cwbdzsr.1
title: WRF model output data for "A New Warm-Cloud Collection and Breakup Parameterization Scheme for Weather and Climate Models"

description: These files are the output data of the WRF model simulations in a study entitled "A New Warm-Cloud Collection and Breakup Parameterization Scheme for Weather and Climate Models" which is currently (June 2021) submitted to Journal of Advances in Modeling Earth Systems. The files with their names starting with "RICO_" are the output data of the shallow cumuli field simulations in Section 4 in this study. The files with their names starting with "single_" are the output data of the single warm convective cloud simulations in Section 5 in this study. The files with "time_mean" in their names contain time-averaged fields of output variables used in this study. The files with "time_series" in their names contain time series of area-averaged output variables used in this study. "new", "K13", "SB06", and "bin" at the last of the variable names denote the new scheme developed in this study, the Kogan (2013) scheme, the Seifert and Beheng (2006) scheme, and a bin scheme, respectively. Variables with their names starting with "MI_" are microphysical process rates. For example, "MI_RAUT" and "MI_RACW" are the production rate of rainwater mass via autoconversion and accretion, respectively, and "MI_NRCOL" is the depletion rate of raindrop number via raindrop self-collection and collisional breakup.
DOI: 10.17632/zbz4rcjywc.2
title: PET NEMA IQ phantom dataset for quantification study

description: PET imaging has the potential to produce quantitative images of tracer uptake using SUV index. Although SUV is widely available and convenient to use in clinical routine, it is significantly influenced by reconstruction parameters and VOI definition. Moreover, resolution recovery, as an advanced algorithm, dramatically affects PET quantification. Our data consisted of raw and analyzed data. The presented quantitative dataset includes four Winzip folders of DCM phantom images and Excel spreadsheets for four SBRs. Six quantitative metrics, including RCmax, RC50%, RCpeak, SUVmax, SUVmean, and SUVpeak, and three volumetric indices of MTV, VRC, and TLG in different reconstruction settings were represented in these Excel files. Furthermore, the contrast to noise ratio (CNR) and background variability were evaluated as image quality parameters. All metrics were calculated in six different sphere sizes of NEMA IQ phantom.
DOI: 10.17632/4r8hp2hmb4.3
title: Electroencephalogram (EEG) dataset with porn addiction and healthy teenagers under rest and executive function task

description: A set of electroencephalogram (EEG) signals data obtained from Yayasan Kita Dan Buah Hati (YKBH), Jakarta, Indonesia. The data was collected using a BrainMaker EEG machine with 19 channels. The sampling rate of the machine is 250Hz. There are 14 participants (girl = 5, boy = 9) join the data collection. A psychologist has verified 7 of them are an addiction, and 7 of them are healthy children. The EEG data were recorded through one protocol with five tasks for 12 minutes. The five tasks are baseline, emotional state, memorize task, executive task, and recall task. The obtained data is used for analyzing the pattern of pornography addiction among children. Further analysis of pre-processing, feature extraction, and classification will be applied to the data.
DOI: 10.17632/c76tp5ptrz.1
title: Mobile banking apps – Dataset from Ho Chi Minh City, Vietnam

description: The survey was carried out in the city. Ho Chi Minh City in May-June 2021.
DOI: 10.17632/h26x9spwfk.1
title: Intra-route Location Routing for the Pickup and Delivery Problem with Transfers

description: The data set is used in the conference paper published in ICPR 2021. The LRP_Instance_Generator.R file can be used to generate more instances.
DOI: 10.17632/kjgrct2yn3.3
title: Fitness-gym and Living-room Occupancy Estimation Data

description: This dataset comprises the environmental information (pressure, altitude, humidity and temperature) and corresponding occupancy level of two different locations: (1) a fitness-gym and (2) a living-room. The fitness-gym data were collected over six days between September 18 and October 02 of 2019. The living-room data were collected over 11 days be-tween May 14 and June 4 of 2020. Additionally, the number of mechanic ventilators is provided for the living-room data.
DOI: 10.17632/ww7mg8vk9m.1
title: CO2 Storage sites - BECCS Study

description: This is the dataset used for calculations in the C1 and C2 cases of our BECCS Study: Singh, U., Loudermilk, E. M., & Colosi, L. M. (2021). Accounting for the role of transport and storage infrastructure costs in carbon negative bioenergy deployment. Greenhouse Gases: Science and Technology, 11(1), 144-164.
DOI: 10.17632/g35h3y3396.1
title: Quantitative Morphology Field Analysis for Resolving Complex Cellular Sheet Folding in a Feather Shaft

description: The stepwise datasets generated by the protocol entitled "Quantitative Morphology Field Analysis for Resolving Complex Cellular Sheet Folding: A Feather Shaft Paradigm". For details please refer to the original manuscript in STAR Protocols (2021). This protocol has been applied to the bio-architectural investigation of feather shafts (Chang et al., 2019).
DOI: 10.17632/c59rssj3t4.4
title: BenCoref: A Dataset of Nominal Phrases and Pronominal Reference Annotations

description: This dataset contains 3622 coreference annotations forming 356 coreference clusters in 31630 tokens. The dataset is divided into 69 documents. The text in the documents originate from classic Bengali literature and comes across in 2 categories: short story and novel.
DOI: 10.17632/r39n8sxyzr.7
title: The duality of poverty: A replication of Mani et al. (2013) in Colombia

description: To replicate the results, download all files from the /input folder. If necessary, create the /input and /output folder locally on your computer. Then download the .Rmd file and run all the script.
DOI: 10.17632/6cs5ykbym4.2
title: Does reducing municipal taxes works to increase revenue and reduce inequality at metropolitan level?

description: The database and the do-file, has information on municipal finances, socio-economic, institutional and geographic background. Specifically, the information contained in the database is about municipal taxes on commercial activity in the Metropolitan Area of Santiago de Chile (MAS) for the period 2002-2020. With these data it is possible to estimate the collection of local taxes in those municipalities that have decided to reduce tax rates in order to attract new businesses, i.e. it is possible to estimate the effect of inter-municipal competition in a highly unequal metropolis, with low levels of decentralisation, and which concentrates 40% of the population and 45% of the economic activity of the country. The MAS is composed of 52 municipalities, of which 6 have implemented the policy of decreasing the business tax. According to Law 3.063, the tax on lucrative activities corresponds to 0.5% of the annual equity capital and can be decreased to a minimum of 0.25% by agreement of the municipal council (BCN 1979). The implementation of this policy among MAS municipalities has three particularities. First, the policy has been progressively implemented since 2010. Second, the municipalities that implemented the policy are of medium size and income within the MAS. The third peculiarity that characterises business tax revenues in the MAS is that growth has been heterogeneous, as it has tended to be concentrated in certain communes, which is explained by the levels of inequality and segregation in the metropolis. The Gini Index for business tax revenues for the period 2002-2020 for the 52 municipalities of the MAS, which has remained at 0.74.
DOI: 10.17632/6cs5ykbym4.1
title: Does reducing municipal taxes works to increase revenue and reduce inequality at metropolitan level?

description: The database and the do-file, has information on municipal finances, socio-economic, institutional and geographic background. Specifically, the information contained in the database is about municipal taxes on commercial activity in the Metropolitan Area of Santiago de Chile (MAS) for the period 2002-2020. With these data it is possible to estimate the collection of local taxes in those municipalities that have decided to reduce tax rates in order to attract new businesses, i.e. it is possible to estimate the effect of inter-municipal competition in a highly unequal metropolis, with low levels of decentralisation, and which concentrates 40% of the population and 45% of the economic activity of the country. The MAS is composed of 52 municipalities, of which 6 have implemented the policy of decreasing the business tax. According to Law 3.063, the tax on lucrative activities corresponds to 0.5% of the annual equity capital and can be decreased to a minimum of 0.25% by agreement of the municipal council (BCN 1979). The implementation of this policy among MAS municipalities has three particularities. First, the policy has been progressively implemented since 2010. Second, the municipalities that implemented the policy are of medium size and income within the MAS. The third peculiarity that characterises business tax revenues in the MAS is that growth has been heterogeneous, as it has tended to be concentrated in certain communes, which is explained by the levels of inequality and segregation in the metropolis. The Gini Index for business tax revenues for the period 2002-2020 for the 52 municipalities of the MAS, which has remained at 0.74.
DOI: 10.17632/3sn3kbn54t.1
title: Structure-based network scores for SARS-CoV-2 CD8+ T cell epitopes

description: Supplemental Figure 3 for article titled "Structure-guided T cell vaccine design for SARS-CoV-2 variants and sarbecoviruses." File includes a list of SARS-CoV-2 epitopes tested by HLA class I-peptide stability assay with highlighted sequences of highly networked, HLA stabilizing epitopes mutated in variants B.1.1.7 (red), B.1.351 (green), P.1 (orange), B.1.617 (purple). Each row indicates a highly networked SARS-CoV-2 epitope and columns include the following: HLA, Peptide #, Epitope Code, Epitope Sequence, Gene, Amino Acid, Protein, Protein Region, Network Score, NetMHC Binding Score, HLA Stabilization Score, 50% Experimental Binder (T/F). Please contact Anusha Nathan at anusha_nathan@hms.harvard.edu with questions.
DOI: 10.17632/zchv7x2n85.1
title: EAE_FOL_Microbiome_Pipeline_Nephele_c1350d1a32f0

description: Microbiome analysis published at "Farnesol induces protection against murine CNS inflammatory demyelination and modifies gut microbiome", by Sell & Ramelow, et al.
DOI: 10.17632/7schvgp54p.3
title: Forecasting the Norwegian Import-weighted krone Exchange Rate

description: Dataset and program files to reproduce the results in "Predicting the exchange rate path --- the importance of using up-to-date observations in the forecasts" by Håvard Hungnes