cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/k8r4xzr3fn.1
title: Experimental data of thermo-hydraulic measurements of double corrugated tubes

description: A double corrugated tube geometry for improved heat transfer performance inspired by vascular heat exchangers found in fish such as the tuna and the opah is presented. The geometry features a cross section that varies continuously in the flow direction while maintaining a constant hydraulic diameter, which gives enhanced heat transfer at a relatively low increase in pressure drop. Five ellipse-based tubes with varying corrugation severity and period that emulate blood vessels of fish were produced in an aluminium alloy using additive manufacturing technology. Thermal performance of the novel tube design was experimentally investigated in a counter flow tube-in-shell heat exchanger in a range of Reynold numbers from 1000 to 2500. Table 1 presents the geometrical parameters of the examined tubes. The double corrugated tubes varies in aspect ratio, AR and corrugation period, p, hydraulic diameter, Dh, is maintained constant at any point of the flow channel. However, the derived surface equations only approximates the surface of the double corrugated tubes. The inaccuracy, caused by imperfection of the equations as well as the limitations of CAD software and manufacturing process, is less than 4 %, thus all the examined tubes are considered to have constant Dh, Inner and outer surface area, As,i and As,o, respectively, length, l, and the wall thickness, δ, are given in Table 1. The geometry of the examined double corrugated tubes is fully described in Research paper. The data presented in Tables 2 - 8 present full data set obtained during the experimental study – inlet and outlet temperatures as well as mass flow rates for heat transfer and pressure measurements and measured pressure drop. Surface roughness data are presented in Figure 1 as well as separately uploaded as a .tif file.
DOI: 10.17632/k8r4xzr3fn.2
title: Experimental data of thermo-hydraulic measurements of double corrugated tubes

description: A double corrugated tube geometry for improved heat transfer performance inspired by vascular heat exchangers found in fish such as the tuna and the opah is presented. The geometry features a cross section that varies continuously in the flow direction while maintaining a constant hydraulic diameter, which gives enhanced heat transfer at a relatively low increase in pressure drop. Five ellipse-based tubes with varying corrugation severity and period that emulate blood vessels of fish were produced in an aluminium alloy using additive manufacturing technology. Thermal performance of the novel tube design was experimentally investigated in a counter flow tube-in-shell heat exchanger in a range of Reynold numbers from 1000 to 2500. Table 1 presents the geometrical parameters of the examined tubes. The double corrugated tubes varies in aspect ratio, AR and corrugation period, p, hydraulic diameter, Dh, is maintained constant at any point of the flow channel. However, the derived surface equations only approximates the surface of the double corrugated tubes. The inaccuracy, caused by imperfection of the equations as well as the limitations of CAD software and manufacturing process, is less than 4 %, thus all the examined tubes are considered to have constant Dh, Inner and outer surface area, As,i and As,o, respectively, length, l, and the wall thickness, δ, are given in Table 1. The geometry of the examined double corrugated tubes is fully described in Research paper. The data presented in Tables 2 - 8 present full data set obtained during the experimental study – inlet and outlet temperatures as well as mass flow rates for heat transfer and pressure measurements and measured pressure drop. Surface roughness data are presented in Figure 1 as well as separately uploaded as a .tif file.
DOI: 10.17632/rhgx6xk7f4.1
title: Data for: The Modulation of Inhibition of Return on Working Memory Guidance to Attention

description: RT and ACC data for both memory test and targets.
DOI: 10.17632/ryrc7m9xjc.1
title: Fluid inclusions of Zhunuo deposit

description: These data suggest that the ore fluids forming the Zhunuo deposit changed from high-temperature, low-moderate salinity, CO2-bearing magmatic fluids to low-temperature, low-salinity and CO2-poor meteoritic fluids. The boiling and cooling were the important factors to cause the precipitation of the abundant chalcopyrite in the middle stage B2-subtype veins. The molybdenite mineralization was caused mainly by the decrease of pressure due to the release of CO2 , and some by the boiling of fluid in the middle stage as recorded in the B2-subtype veins. This hydrothermal ore-forming system is different from other magmatic-hydrothermal systems in GPCB, but is similar to the typical Cu-Mo porphyry systems, which were initially CO2-bearing as indicated by the presence of abundant CO2-bearing, low-moderate salinity FIs and calcite-bearing S-type FIs. Doubly polished thin sections (&lt;0.30μm thick) were prepared from thirty six samples of drill cores for fluid inclusion petrographic studies. From them, nineteen representative thin sections were chosen for subsequent microthermometric measurements and Laser Raman spectroscopic analyses. Fluid inclusion microthermometric studies were performed using the LINKAM 94 heating-freezing stage (with temperatures ranging from -180 to 600℃) in the Key Lab of Sedimentary Basin and Oil Analysis of the Ministry of Land and Resourses. During freezing/heating runs, the freezing/heating rates were 0.5-10℃/min, and reduced to 0.5-1℃/min near the phase change points. Salinities and densities of CO2-bearing aqueous (CO2-H2O-NaCl) inclusions were calculated from the measured ice points using the program HOKIEFLINCS-H2O-NaCl (Steele-MacInnis et al., 2012). The equation of Bodnar (Bodnar et al., 1993) was used for vapor-saturated conditions (ThL-V≥Tmhalite, where ThL-V and Tmhalite are liquid-vapor homogenization temperature and dissolution temperature of halite, respectively) to calculate salinities and densities of fluid inclusions. However, the contributions of daughter minerals, which did not melt in the heating process, to salinity were ignored. Because this equation is not valid for fluid inclusions that homogenized by halite dissolution (with Tmhalite＞ThL-V), the salinities and densities of this type of FIs were calculated by using program of HOKIEFLINCS-H2O-NaCl . The compositions of single fluid inclusions, including vapor, liquid, and daughter minerals were identified by using Renishaw RM 2000 Laser Raman spectroscopy in the Key Lab of Sedimentary Basin and Oil Analysis of the Ministry of Natural Resources. Ar ion laser with a wavelength of 514.5nm and a spot size of approximately 1μm was used as a laser source at the power of 20 mW and the area of CCD detector is 20 μm2. Each spectrum was collected from 1000 to 4000 cm-1 for 10s with ten accumulations.
DOI: 10.17632/4trr9wdd2k.1
title: Data for Sulfonic acid-containing benzoxazine surfactant

description: Raw and Proccessed data for Sulfonic acid-containing benzoxazine surfactant.
DOI: 10.17632/82g4sm9dkc.1
title: Geographical coordinates of 150 points of interest in China

description: The data sets of POI geographic coordinates to simulate three different practical applications, including fifty groups of POI from Southwest University, fifty groups of POI from Guanghan City, Sichuan Province, China, and fifty groups of POI from Shanghai, China.
DOI: 10.17632/y3t43p9r46.1
title: Machine Learning or Econometrics for Credit Scoring: Let's Get the Best of Both Worlds

description: Datasets and codes of the article : Machine Learning or Econometrics for Credit Scoring: Let's Get the Best of Both Worlds
DOI: 10.17632/bhjgdhgzjr.1
title: Code and data for SF-VMD-LSTM model and other decomposition ensemble models

description: This data repository contains code and data for research article, namely, “Decomposition ensemble model based on variational mode decomposition and long short-term memory for streamflow forecasting”, which will be (or have already been) published in the Journal of Hydrology. The streamflow data sets (daily streamflow series (01/01/1967-31/12/2014) of Yangxian station (yx), Han River and Zhangjiashan station (zjs), Jing River, China) used to build the proposed model are in the “time_series” directory. The fundamental code for decomposing streamflow data, deciding input predictors and output target, generating machine learning samples, building long short-term memory (LSTM) models and evaluating the model performance are organized in “tools” directory. The execution code for forecasting different streamflow series (zjs and yx) using different decomposition algorithms (e.g., variational mode decomposition (VMD), ensemble empirical mode decomposition (EEMD), discrete wavelet transform (DWT) or non-decomposition-based (orig)) are organized in “projects” directory (e.g., “zjs_vmd/projects/”). To reproduce the results of this paper, follow the instructions given in “readme.md”. Note that the same results demonstrated in this paper cannot be reproduced but similar results should be reproduced.
DOI: 10.17632/3628s8bpff.2
title: Use of Sentinel-2 for land cover classification on Shar Planina, North Macedonia

description: Providing information on the spatial distribution of habitat groups through land cover classification is useful for a wide range of environmental studies, especially those monitoring and managing succession and land cover change. While Corine Land Cover is widely used in standardised land cover comparisons, its strength is primarily its use in coarse scale analyses over large extent. Recently available Sentinel-2 combined with wide availability of open-source remote sensing software allows customised fine-scale land cover classifications to suit research projects applied over a smaller extent. In this regard, this study aims to test the suitability of Sentinel-2 imagery in providing a customised land cover classification for Shar Planina mountain range in North Macedonia, hoping that the results will serve as a background for assessment of its landscape visual quality as part of the ongoing PhD study (Jovanovska, D. 2018-2021). The results show that use of Sentinel-2 multiband high resolution images allows customized medium-large scale image classification that yields great accuracy results. Furthermore, frequent updating of Sentinel-2 database allows comparability and standardised land cover change analysis for the purpose of environmental monitoring. The resulting land cover data classification is uploaded as an .ASCII file accompanied with corresponding .lyr file and can serve as a background for subsequent environmental studies in the region. Finally, any further improvements of the final output, as well as trials on its suitability in studies with different aim and scope are encouraged and welcomed.
DOI: 10.5286/isis.e.rb2000142
title: Understanding precrystallisation of MgSO4 through total neutron scattering.

description: MgSO4 (and its numerous hydrates) is an important system industrially and has become a model system for fundamental crystallisation studies [4]. By studying an aqueous solution, we aim to investigate the suitability of neutron total scattering as a technique for probing the prenucleation structures and behaviour with the future aim of applying this knowledge to explain the crystallisation complexity of this system. Using the EPSR approach we would hope to model/fit the intermolecular interactions of the Mg2+ and SO42- ions with each other and the solvent water.
DOI: 10.5519/qd.m4qsmc7g
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (43 records)
DOI: 10.5287/bodleian:b7e79qprd
title: Mapping Manuscript Migrations Knowledge Graph

description: The Mapping Manuscript Migrations portal links disparate datasets from Europe and North America to provide an international view of the history and provenance of medieval and Renaissance manuscripts. Researchers are able to analyse and visualize the aggregated data at scales ranging from individual manuscripts to thousands of manuscripts. Our research addresses the origins and movements of these manuscripts, and the collectors and owners involved in their history. We show how these manuscripts have traveled across time and space to their current locations, where they continue to find new audiences.
DOI: 10.25345/c5b38p
title: MassIVE MSV000084943 - ErbB2 Glycomic Data from WT and ST6GAL1 K.O. Gastric Cancer Cells
title: Glycomic analysis of total N-glycan species released from ErbB2 isolated from WT and ST6GAL1 K.O. ErbB2-positive gastric cancer cells (NCI-N87)
DOI: 10.5281/zenodo.3662470
title: VIBE benchmark data

description: This upload contains the following: The benchmark input dataset. The benchmark outputs after post-processing. A README containing information of the used commits for the benchmarking. Additional relevant sources (also referenced in the README.md with the used commit IDs): https://github.com/molgenis/vibe https://github.com/molgenis/vibe-suppl https://github.com/svandenhoek/query_phenomizer/
DOI: 10.5281/zenodo.3661126
title: Radar dataset for 'Two layers of melting ice particles within a single radar bright band' study

description: Radar dataset for 'Two layers of melting ice particles within a single radar bright band' study. Site: The University of Helsinki Station for Measuring Ecosystem-Atmosphere Relation II (SMEAR II), Hyytiälä, Southern Finland (61.845N, 24.287E). Time: April 18th - 19th, 2018 UTC. Instruments: Vertically pointing W- and C- band radars (HYDRA-W and -C). In addition to reflectivity, LDR, Doppler velocity and spectrum width that are observed by both radars, HYDRA-W records Doppler spectra. HYDRA-C operates with the maximum unambiguous Doppler velocity of 4.98 m/s. The settings of the HYDRA-W observations depend on the range. Below 996 m, the range resolution is 25.5 m and Doppler spectra are computed by using a 1024-point FFT with the Nyquist velocity of 10.24 m/s. For the heights between 996 m and 3577 m, the range resolution is kept the same, while the Doppler spectrum is computed using 512-point FFT with the Nyquist velocity of 5.12 m/s. For the heights above 3577 m, the range resolution is decreased to 34 m, while the Doppler measurements are done using the same settings. The temporal resolution of HYDRA-C and HYDRA-W measurements are 1.37 and 3.35 s, respectively.
DOI: 10.5281/zenodo.3661127
title: Radar dataset for 'Two layers of melting ice particles within a single radar bright band' study

description: Radar dataset for 'Two layers of melting ice particles within a single radar bright band' study. Site: The University of Helsinki Station for Measuring Ecosystem-Atmosphere Relation II (SMEAR II), Hyytiälä, Southern Finland (61.845N, 24.287E). Time: April 18th - 19th, 2018 UTC. Instruments: Vertically pointing W- and C- band radars (HYDRA-W and -C). In addition to reflectivity, LDR, Doppler velocity and spectrum width that are observed by both radars, HYDRA-W records Doppler spectra. HYDRA-C operates with the maximum unambiguous Doppler velocity of 4.98 m/s. The settings of the HYDRA-W observations depend on the range. Below 996 m, the range resolution is 25.5 m and Doppler spectra are computed by using a 1024-point FFT with the Nyquist velocity of 10.24 m/s. For the heights between 996 m and 3577 m, the range resolution is kept the same, while the Doppler spectrum is computed using 512-point FFT with the Nyquist velocity of 5.12 m/s. For the heights above 3577 m, the range resolution is decreased to 34 m, while the Doppler measurements are done using the same settings. The temporal resolution of HYDRA-C and HYDRA-W measurements are 1.37 and 3.35 s, respectively.
DOI: 10.5287/bodleian:rjojmdb8n
title: The Worship of Confucius in Japan - Appendixes 1 to 7
DOI: 10.17632/68b69jjx7p.1
title: Increased serum uric acid level predicts poor prognosis in mildly severe chronic heart failure with reduced ejection fraction.

description: Background: Hyperuricemia prognostic impact on clinical outcomes in chronic heart failure (HF) patients has been investigated with inconclusive results. Objectives: Aim of the study was to evaluate the prognostic impact of serum uric acid (SUA) on long-term clinical outcomes in HF. Methods: An analysis of MECKI (Metabolic Exercise Cardiac Kidney Index) database, with median follow-up of 3.4 years. Results: Relation between SUA and all-cause/ cardiovascular (CV) deaths have been analysed in 4,577 patients (3,688 males, age 62.7±12.9 years), with reduced ejection fraction HF ( 35±11%), peakVO2 1151±440 ml/min; NYHA class I-II (72.6%), III-IV (27.4%). SUA was associated with increased total and CV mortality (HR 1.120 and HR 1.128, respectively p&lt;0.0001), also after adjustment for peakVO2, VE/VCO2 slope, diuretic use and MECKI score. SUA was significantly associated with CV mortality only in NYHA class I-II (HR 1.17, p&lt;0.0001) while there was no association in class III-IV (HR 1.03, p=NS). No prognostic added values of SUA with respect to the MECKI score was observed at the ROC analysis. Conclusions: SUA is confirmed to be associated with increased mortality, but in less severe HF only. However SUA did not show additional prognostic power to the MECKI score
DOI: 10.17861/e94f61c7-4950-4339-99a3-e6c3a820efdf
title: Cygnus A image cubes at C band (4-8 GHz) obtained with Faceted HyperSARA

description: The dataset consists of wide-band image cubes of the celebrated radio galaxy Cyg A from 7.4 GB of VLA data. The imaged field of view is FoV=2.56 arcmin x 1.536 arcmin, at the spatial resolution 0.06 arcsec, and over the frequency range [4,8] GHz. We provide wideband imaging results of Faceted HyperSARA (Thouvenin et al. 2020) in comparison with the monochromatic imaging approach SARA (Onose et al. 2017) and the multi-scale multi-frequency deconvolution algorithm JC-CLEAN (Offringa and Smirnov 2017). We investigate the scalability and precision of the proposed algorithm via two experiments. Experiment 1: Reconstruction of 15 GB image cube at full spectral resolution (8 MHz) from the full 7.4 GB of VLA data. Experiment 2: Reconstruction of 0.94 GB image cube at low spectral resolution (128 MHz) from the reduced 0.22 GB data, leveraging a joint image and data dimensionality reduction technique (Kartik et al . 2017). We provide Faceted HyperSARA estimated image cubes (at both spectral resolutions) in FITS format, as well as in AVI format. Imaging results of the benchmark methods are provided in AVI format.
DOI: 10.17632/h7jrbmhx3t.1
title: Fluid Inclusions of Zhunuo Deposit

description: Doubly polished thin sections (&lt;0.30μm thick) were prepared from thirty six samples of drill cores for fluid inclusion petrographic studies . From them, 36 representative thin sections were chosen for subsequent microthermometric measurements and Laser Raman spectroscopic analyses. Fluid inclusion microthermometric studies were performed using the LINKAM 94 heating-freezing stage (with temperatures ranging from -180 to 600℃) in the Key Lab of Sedimentary Basin and Oil Analysis of the Ministry of Land and Resourses. The reported temperatures are accurate to ±0.2℃ below 30℃, ±1℃ between 30 and 300℃, and ±2℃ at higher temperatures. During freezing/heating runs, the freezing/heating rates were 0.5-10℃/min, and reduced to 0.5-1℃/min near the phase change points. Salinities and densities of CO2-bearing aqueous (CO2-H2O-NaCl) inclusions were calculated from the measured ice points using the program HOKIEFLINCS-H2O-NaCl. The equation of Bodnar was used for vapor-saturated conditions (ThL-V≥Tmhalite, where ThL-V and Tmhalite are liquid-vapor homogenization temperature and dissolution temperature of halite, respectively) to calculate salinities and densities of fluid inclusions. However, the contributions of daughter minerals, which did not melt in the heating process, to salinity were ignored. Because this equation is not valid for fluid inclusions that homogenized by halite dissolution (with Tmhalite＞ThL-V), the salinities and densities of this type of FIs were calculated by using program of HOKIEFLINCS-H2O-NaCl . The compositions of single fluid inclusions, including vapor, liquid, and daughter minerals were identified by using Renishaw RM 2000 Laser Raman spectroscopy in the Key Lab of Sedimentary Basin and Oil Analysis of the Ministry of Natural Resources. Ar ion laser with a wavelength of 514.5nm and a spot size of approximately 1μm was used as a laser source at the power of 20 mW and the area of CCD detector is 20 μm2. Each spectrum was collected from 1000 to 4000 cm-1 for 10s with ten accumulations.
DOI: 10.5519/qd.ak0tczi4
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (608 records)
DOI: 10.3886/e113050v1-22243
title: Replication data for: Firm Sorting and Agglomeration

description: To account for the uneven distribution of economic activity in space, I propose a theory of the location choices of heterogeneous firms in a variety of sectors across cities. In equilibrium, the distribution of city sizes and the sorting patterns of firms are uniquely determined and affect aggregate TFP and welfare. I estimate the model using French firm-level data and find that nearly half of the productivity advantage of large cities is due to firm sorting, the rest coming from agglomeration economies. I quantify the general equilibrium effects of place-based policies: policies that subsidize smaller cities have negative aggregate effects.
DOI: 10.5281/zenodo.3967991
title: Supplemental Figures - Metabolites

description: Supplemental Figures
DOI: 10.5281/zenodo.3967990
title: Supplemental Figures - Metabolites

description: Supplemental Figures
DOI: 10.5257/iea/ept/2019q4
title: Energy Prices and Taxes (2019Q4 Edition)

description: Energy Prices Taxes contains a major international compilation of energy prices of OECD countries: including crude oil and oil product spot prices, import costs by crude stream, industry prices and consumer prices. The end-user prices cover the main petroleum products, gas, coal and electricity. Every issue includes full notes on sources and methods and a description of price mechanisms in each country. Time series availability varies with each data series.
DOI: 10.25386/genetics.11445132
title: Supplemental Material for Traglia et al., 2020

description: Supplemental Figure 1-2-3-4 and Supplemental Tables 1-2-3-4-5-6-7.
DOI: 10.25386/genetics.11445132.v1
title: Supplemental Material for Traglia et al., 2020

description: Supplemental Figure 1-2-3-4 and Supplemental Tables 1-2-3-4-5-6-7.
DOI: 10.17632/v9zt547rdb.1
title: Petrophysical experimental results from 46 samples of South China Sea and micro-CT images series data from two sandstone samples

description: This zip file is the datasets of petrophysical experimental results from 46 sandstone samples of South China Sea, and micro-CT images series data from two sandstone samples. There are four files, include: 'measured data from core samples.xlsx', 'WZ-01.rar', 'WZ-01-continue.rar' and 'WC-04.rar'. WZ-01 means the Sample NO. WZ-01. WC-04 means the Sample No. WC-04. 'WZ-01.rar' and 'WZ-01-continue.rar' form a complete file. The file 'measured data from core samples.xlsx' include: petrophysical experimental results from 46 sandstone samples of three Basins in South China Sea, such as location, sampling depth, porosity, permeability, formation factor and pore-throat radius and so on. Three files 'WZ-01.rar' with 'WZ-01-continue.rar' and 'WC-04.rar' are micro-CT scanning images series data: Resolution: 0.95 micron/pixel. Pore-solid segmentation: black represents pore area, and white represents solid grain. The data is continuous slices in *.bmp format. Please also refer to "A fractal electrical conduction model of porous media: Insight into Archie’s law" under review in JGR Solid Earth 2020. Contact: chenxj@cug.edu.cn Xiaojun Chen