cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.4506320
title: Augmented emission maps: cold starts model for fallback basemaps (Petrol / diesel Euro 1-6) and several specific vehicle examples

description: In order to enable the sharing of data the emission data for vehicles is standardized. The data exchange format contains all data that is applicable for a specific engine taxonomy code. The standardized emission map has a “.map.txt” extension and is also human readable. The files starts with metadata which contains information about: the engine taxonomy code, total driven kilometers over which the data was gathered, total time in hours over which the data was gathered, the number of vehicles which were tested to create the emission map, the DOI (Digital Object Identifier) reference, Which emission maps are available in the file. The DOI 10.5281/zenodo refers to a meta-data document that provides the full description of the standardized emission map
DOI: 10.5281/zenodo.4506270
title: Augmented emission maps: model for deterioration factor for fallback maps (Diesel / Petrol Euro 1-6)

description: In order to enable the sharing of data the emission data for vehicles is standardized. The data exchange format contains all data that is applicable for a specific engine taxonomy code. The standardized emission map has a “.map.txt” extension and is also human readable. The files starts with metadata which contains information about: the engine taxonomy code, total driven kilometers over which the data was gathered, total time in hours over which the data was gathered, the number of vehicles which were tested to create the emission map, the DOI (Digital Object Identifier) reference, Which emission maps are available in the file. The DOI 10.5281/zenodo refers to a meta-data document that provides the full description of the standardized emission map.
DOI: 10.5281/zenodo.4506269
title: Augmented emission maps: model for deterioration factor for fallback maps (Diesel / Petrol Euro 1-6)

description: In order to enable the sharing of data the emission data for vehicles is standardized. The data exchange format contains all data that is applicable for a specific engine taxonomy code. The standardized emission map has a “.map.txt” extension and is also human readable. The files starts with metadata which contains information about: the engine taxonomy code, total driven kilometers over which the data was gathered, total time in hours over which the data was gathered, the number of vehicles which were tested to create the emission map, the DOI (Digital Object Identifier) reference, Which emission maps are available in the file. The DOI 10.5281/zenodo refers to a meta-data document that provides the full description of the standardized emission map.
DOI: 10.6084/m9.figshare.13719904
title: rawdata.zip

description: <b></b>This is a rawdata of<b> </b>fecal 16S recombinant DNA (rDNA) high-throughput sequencing. <br><b></b>
DOI: 10.6084/m9.figshare.13719904.v1
title: rawdata.zip

description: <b></b>This is a rawdata of<b> </b>fecal 16S recombinant DNA (rDNA) high-throughput sequencing. <br><b></b>
DOI: 10.6084/m9.figshare.13720660
title: Supplementary Material for: What Are the Most Challenging Aspects of Inflammatory Bowel Disease? An International Survey of Gastroenterologists Comparing Developed and Developing Countries

description: <b><i>Background and Aims:</i></b> As inflammatory bowel disease (IBD) becomes more prevalent, the challenges that gastroenterologists face in managing these patients evolve. We aimed to describe the most important challenges facing gastroenterologists from around the world and compare these between those working in developed and developing countries. <b><i>Methods:</i></b> An online questionnaire was developed, and a link distributed to gastroenterologists. Data were analyzed descriptively using Friedman and Wilcoxon matched-pair signed rank tests to compare rankings for responses. Mann-Whitney <i>U</i> tests were used to compare rankings between responses from gastroenterologists from developed and developing countries. Lower scores reflected greater challenges. <b><i>Results:</i></b> Of 872 who started, 397 gastroenterologists (45.5%) completed the survey. Respondents represented 65 countries (226 [56.9%] from developed countries). Overall, the challenge ranked most important (smallest number) was increasing IBD prevalence (13.6%). There were significant differences in mean ranking scores for many simple aspects of care for those from developing countries compared to providers from developed countries, such as access to simple IBD treatments (5.52 vs. 6.02, <i>p</i> = 0.01), access to anti-TNF drugs including dose escalation (3.33 vs. 3.93, <i>p</i> &lt; 0.01), access to good stoma care (2.57 vs. 3.03, <i>p</i> &lt; 0.001), access to therapeutic drug monitoring (1.47 vs. 1.84, <i>p</i> &lt; 0.001), and access to care for people from low socioeconomic status (2.77 vs. 3.37, <i>p</i> &lt; 0.001). <b><i>Conclusions:</i></b> Increasing IBD prevalence is seen by gastroenterologists as the greatest challenge facing them. There are significant differences between the IBD challenges facing gastroenterologists from developed and developing countries that reflect inequities in access to health care.
DOI: 10.5281/zenodo.4506273
title: Supplementary Material (Simulation code and data) for the paper Dang et al., gmd, Azimuthal averaging–reconstruction filtering techniques for finite-difference general circulation models in spherical geometry,2021

description: The material includes both the simulation code and data used in Dang et al., gmd, Azimuthal averaging–reconstruction filtering techniques for finite-difference general circulation models in spherical geometry,2021. Meanwhile, we give a fluid advection test in polar geometry with FFT filter, Ring Average and without any filter. The codes are written in order to test the capability and advantage of Ring Average technique in handling the CFL condition in polar geometry.
DOI: 10.5281/zenodo.3719294
title: Supplementary Material (Simulation code and data) for the paper Dang et al., gmd, Azimuthal averaging–reconstruction filtering techniques for finite-difference general circulation models in spherical geometry,2021

description: The material includes both the simulation code and data used in Dang et al., gmd, Azimuthal averaging–reconstruction filtering techniques for finite-difference general circulation models in spherical geometry,2021. Meanwhile, we give a fluid advection test in polar geometry with FFT filter, Ring Average and without any filter. The codes are written in order to test the capability and advantage of Ring Average technique in handling the CFL condition in polar geometry.
DOI: 10.14278/rodare.770
title: Data for: The surface expression of hydrocarbon seeps characterized by satellite image spectral analysis and rock magnetic data (Falcon basin, western Venezuela)

description: This work integrates satellite image spectral analyses with rock magnetic and geochemical data (i.e., mass-specific magnetic susceptibility χ, saturation isothermal remanent magnetization SIRM, analysis of SIRM acquisition curves, absorption spectro-radiometry, and X-ray diffraction analyses). The target area was an oil-prospective region in northwestern Venezuela (Falcon Basin) swarmed by hydrocarbon seeps. The study's main goal was to depict the spatial extension and vertical reach of the hydrocarbon-mediated alteration produced by these seeps and gain some knowledge about the processes involved in the subsequent mineral changes. The dataset is composed of spreadsheets, compressing field samples data including their locations. Also, a database is presented with data from profiles extracted from the results of multispectral image processing and laboratory data of rock magnetism.
DOI: 10.14278/rodare.769
title: Data for: The surface expression of hydrocarbon seeps characterized by satellite image spectral analysis and rock magnetic data (Falcon basin, western Venezuela)

description: This work integrates satellite image spectral analyses with rock magnetic and geochemical data (i.e., mass-specific magnetic susceptibility χ, saturation isothermal remanent magnetization SIRM, analysis of SIRM acquisition curves, absorption spectro-radiometry, and X-ray diffraction analyses). The target area was an oil-prospective region in northwestern Venezuela (Falcon Basin) swarmed by hydrocarbon seeps. The study's main goal was to depict the spatial extension and vertical reach of the hydrocarbon-mediated alteration produced by these seeps and gain some knowledge about the processes involved in the subsequent mineral changes. The dataset is composed of spreadsheets, compressing field samples data including their locations. Also, a database is presented with data from profiles extracted from the results of multispectral image processing and laboratory data of rock magnetism.
DOI: 10.6084/m9.figshare.11888190
title: Nine Theories of the Uncanny Valley 2021 Journal of Vision

description: The files in this directory pertain to the following paper:<br>Creepy cats and strange high houses: Support for configural processing in testingpredictions of nine theories of the uncanny valleyAlexander Diel and Karl F. MacDormanJournal of Vision, ARVO, 2021<br><br>
DOI: 10.6084/m9.figshare.11888190.v1
title: Nine Theories of the Uncanny Valley 2021 Journal of Vision

description: The files in this directory pertain to the following paper:<br>Creepy cats and strange high houses: Support for configural processing in testingpredictions of nine theories of the uncanny valleyAlexander Diel and Karl F. MacDormanJournal of Vision, ARVO, 2021<br><br>
DOI: 10.25375/uct.13643192
title: BSM, Black and Heston model simulated data

description: Synthetic option price data generated by BSM, Black and Heston models. For each model we seperate the data in test and training data. The training data provides relevant information for 10 price paths where the test data provides relevant information for 500 price paths. <br>The difference between the Heston_test_final and Heston_test1_final is that the Heston_test1 final the implied volatility as a column.<br>We also include the calibrated Heston parameters used required to simulate the data. These .csv file are parameters calibrated for 90, 59 and 30 days from expiry based on options contracts on the FTSE/JSE Top 40 Index futures contract which expired in June 2018.<br><br>
DOI: 10.25375/uct.13643192.v1
title: BSM, Black and Heston model simulated data

description: Synthetic option price data generated by BSM, Black and Heston models. For each model we seperate the data in test and training data. The training data provides relevant information for 10 price paths where the test data provides relevant information for 500 price paths. <br>The difference between the Heston_test_final and Heston_test1_final is that the Heston_test1 final the implied volatility as a column.<br>We also include the calibrated Heston parameters used required to simulate the data. These .csv file are parameters calibrated for 90, 59 and 30 days from expiry based on options contracts on the FTSE/JSE Top 40 Index futures contract which expired in June 2018.<br><br>
DOI: 10.25375/uct.13643168
title: AI1Index Option Contracts

description: These .csv files provide the list of contracts extracted from Bloomberg for the following futures indices:AIH8, AIM8, AIU8, AIZ8, AIH9, AIM9, AIU9. Which are futures indices on the FTSE/JSE Top 40 Index.<br>The BLB_GEN_DATA_Oct.csv contains price information relating to the FTSE/JSE continuation contract, 3-month Jibar, and Top 40 Index. <br> This data was used to generate the data found in the 'ALSI Futures Options Data' folder in this collection.<br>This data was used for the production of my minor dissertation at the University of Cape Town.
DOI: 10.25375/uct.13643168.v1
title: AI1Index Option Contracts

description: These .csv files provide the list of contracts extracted from Bloomberg for the following futures indices:AIH8, AIM8, AIU8, AIZ8, AIH9, AIM9, AIU9. Which are futures indices on the FTSE/JSE Top 40 Index.<br>The BLB_GEN_DATA_Oct.csv contains price information relating to the FTSE/JSE continuation contract, 3-month Jibar, and Top 40 Index. <br> This data was used to generate the data found in the 'ALSI Futures Options Data' folder in this collection.<br>This data was used for the production of my minor dissertation at the University of Cape Town.
DOI: 10.25375/uct.13679485
title: Trained network files

description: .R files providing weights for networks trained on the simulated BSM, Black and Heston model data as well as the market data provided in this collection. There are four networks for each dataset relating to the standard network (MLP), soft-contrained network (SC) and the two hard constained networks HC1 and HC2.<br><br>
DOI: 10.25375/uct.13679485.v1
title: Trained network files

description: .R files providing weights for networks trained on the simulated BSM, Black and Heston model data as well as the market data provided in this collection. There are four networks for each dataset relating to the standard network (MLP), soft-contrained network (SC) and the two hard constained networks HC1 and HC2.<br><br>
DOI: 10.5281/zenodo.4506345
title: Data for Atmos. Chem. Phys., 21, 1–19, 2021 https://doi.org/10.5194/acp-21-1-2021

description: Data for Figure 8 in Cai et al., 2021 (doi.org/10.5194/acp-21-1-2021), including the measured aerosol size distribution, measured sulfuric acid concentration, and derived appearance time and growth rate using these measured data.
DOI: 10.5281/zenodo.4506344
title: Data for Atmos. Chem. Phys., 21, 1–19, 2021 https://doi.org/10.5194/acp-21-1-2021

description: Data for Figure 8 in Cai et al., 2021 (doi.org/10.5194/acp-21-1-2021), including the measured aerosol size distribution, measured sulfuric acid concentration, and derived appearance time and growth rate using these measured data.
DOI: 10.5281/zenodo.4506288
title: Augmented emission maps: fall-back base maps for petrol and diesel vehicles for emission class Euro 3-6

description: In order to enable the sharing of data the emission data for vehicles is standardized. The data exchange format contains all data that is applicable for a specific engine taxonomy code. The standardized emission map has a “.map.txt” extension and is also human readable. The files starts with metadata which contains information about: the engine taxonomy code, total driven kilometers over which the data was gathered, total time in hours over which the data was gathered, the number of vehicles which were tested to create the emission map, the DOI (Digital Object Identifier) reference, Which emission maps are available in the file. The DOI 10.5281/zenodo refers to a meta-data document that provides the full description of the standardized emission map. In order to enable the sharing of data the emission data for vehicles is standardized. The data exchange format contains all data that is applicable for a specific engine taxonomy code. This specific data set refers to the 1199 cc 55 kW Euro 5a diesel engine that has been applied in the V The standardized emission map has a “.map.txt” extension and is also human readable. The files starts with metadata which contains information about: the engine taxonomy code, total driven kilometers over which the data was gathered, total time in hours over which the data was gathered, the number of vehicles which were tested to create the emission map, the DOI (Digital Object Identifier) reference, Which emission maps are available in the file. The DOI 10.5281/zenodo refers to a meta-data document that provides the full description of the standardized emission map.
DOI: 10.5281/zenodo.4506297
title: Augmented emission maps: the base maps, cold start and deterioration parameters are merged in a single text file

description: In order to enable the sharing of data the emission data for vehicles is standardized. The data exchange format contains all data that is applicable for a specific engine taxonomy code. The uploaded maps are the fallback maps for petrol for emissions class Euro 3-5 and diesel with emission class Euro 4-5. Incomplete AEM fallback maps are not uploaded. The standardized emission map has a “.map.txt” extension and is also human readable. The files starts with metadata which contains information about: the engine taxonomy code, total driven kilometers over which the data was gathered, total time in hours over which the data was gathered, the number of vehicles which were tested to create the emission map, the DOI (Digital Object Identifier) reference, Which emission maps are available in the file. The DOI 10.5281/zenodo refers to a meta-data document that provides the full description of the standardized emission map.
DOI: 10.5281/zenodo.4506296
title: Augmented emission maps: the base maps, cold start and deterioration parameters are merged in a single text file

description: In order to enable the sharing of data the emission data for vehicles is standardized. The data exchange format contains all data that is applicable for a specific engine taxonomy code. The uploaded maps are the fallback maps for petrol for emissions class Euro 3-5 and diesel with emission class Euro 4-5. Incomplete AEM fallback maps are not uploaded. The standardized emission map has a “.map.txt” extension and is also human readable. The files starts with metadata which contains information about: the engine taxonomy code, total driven kilometers over which the data was gathered, total time in hours over which the data was gathered, the number of vehicles which were tested to create the emission map, the DOI (Digital Object Identifier) reference, Which emission maps are available in the file. The DOI 10.5281/zenodo refers to a meta-data document that provides the full description of the standardized emission map.
DOI: 10.5258/soton/d1726
title: Dataset for: Measures of space-time non-separability of electromagnetic pulses

description: This dataset supports the publication: "Measures of space-time nonseparability of electromagnetic pulses" by Y. Shen, A. Zdagkas, N. Papasimakis, and N. I. Zheludev in Physical Review Research 2021. Electromagnetic pulses are typically treated as space-time (or space-frequency) separable solutions of Maxwell’s equations, where spatial and temporal (spectral) dependence can be treated separately. In contrast to this traditional viewpoint, recent advances in structured light and topological optics have highlighted the non-trivial wave-matter interactions of pulses with complex space-time non-separable structure, as well as their potential for energy and information transfer. A characteristic example of such a pulse is the “Flying Doughnut” (FD), a space-time non-separable few-cycle pulse with links to toroidal and non-radiating (anapole) excitations in matter. Here, we propose a quantum-mechanics-inspired methodology for quantitatively characterizing space-time non-separability in structured pulses. In analogy to the mathematics of non-separability in quantum mechanics, we introduce the concept of space-spectrum non-separable states to describe the spacetime non-separability of a classical electromagnetic pulse and apply state tomography method to reconstruct the corresponding density matrix. Using the example of FD pulse, we calculate the fidelity, concurrence, and entanglement of formation as their quantitative measures, and we demonstrate such properties dug out from quantum mechanics can quantitatively characterize the spatiotemporal evolution of general structured pulses. Our results highlight the potential of space-time non-separable pulses as information carriers and facilitate their deployment in information transfer and cryptography applications.
DOI: 10.5281/zenodo.4275966
title: Vuoden 2020 tuuli- ja lämpötiladata Helsingin Kruunuvuorenselän havaintoasemalta

description: Tuulihavaintoja ja veden lämpötilahavaintoja viideltä eri syvyydeltä Helsingin Kruunuvuorenselällä sijaitsevasta havaintoasemasta. Helsingin kaupungin maa- ja kallioperäyksikön on tilannut mittaukset ja ne ovat Ilmatieteen laitoksen toteuttamia. Tiedosto kruunuvuorenselka_weatherdata_annual.csv sisältää sääaseman datan. Tiedosto kruunuvuorenselka_watertemp_all.csv sisältää vedenalaiseet lämpötilamittaukset.
DOI: 10.5281/zenodo.4275965
title: Vuoden 2020 tuuli- ja lämpötiladata Helsingin Kruunuvuorenselän havaintoasemalta

description: Tuulihavaintoja ja veden lämpötilahavaintoja viideltä eri syvyydeltä Helsingin Kruunuvuorenselällä sijaitsevasta havaintoasemasta. Helsingin kaupungin maa- ja kallioperäyksikön on tilannut mittaukset ja ne ovat Ilmatieteen laitoksen toteuttamia. Tiedosto kruunuvuorenselka_weatherdata_annual.csv sisältää sääaseman datan. Tiedosto kruunuvuorenselka_watertemp_all.csv sisältää vedenalaiseet lämpötilamittaukset.
DOI: 10.5281/zenodo.4506374
title: Policy Advise for Climate – Resilient Economic Development (CRED) project central Asia climatic hazards database

description: This dataset gathers the results of the analysis of climatic hazards evolution for the 21<sup>st</sup> century obtained in the frame of the Policy Advise for Climate – Resilient Economic Development (CRED) project. An ensemble of twelve simulations, carried out in the frame of the CORDEX initiative, were analyzed to assess the future projection of six climatic hazards under to RCP2.6 and RCP8.5 emission scenarios: extreme precipitation, extreme temperature, extreme wind events, heatwaves, droughts and wildfires. The region of study is the Central Asia (CAS) CORDEX domain. The information about the present characteristics and future evolution of the hazards has been integrated in figures and time series. Additionally, netCDF files with the yearly evolution of all the hazards events were also generated and included in the database.
DOI: 10.5281/zenodo.4506373
title: Policy Advise for Climate – Resilient Economic Development (CRED) project central Asia climatic hazards database

description: This dataset gathers the results of the analysis of climatic hazards evolution for the 21<sup>st</sup> century obtained in the frame of the Policy Advise for Climate – Resilient Economic Development (CRED) project. An ensemble of twelve simulations, carried out in the frame of the CORDEX initiative, were analyzed to assess the future projection of six climatic hazards under to RCP2.6 and RCP8.5 emission scenarios: extreme precipitation, extreme temperature, extreme wind events, heatwaves, droughts and wildfires. The region of study is the Central Asia (CAS) CORDEX domain. The information about the present characteristics and future evolution of the hazards has been integrated in figures and time series. Additionally, netCDF files with the yearly evolution of all the hazards events were also generated and included in the database.