cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/jnbxwyybcn.1
title: Variable physical drivers of near-surface turbulence in a regulated river

description: This dataset is used to analyze the drivers of near-surface turbulence in large rivers. The data were collected during the measurement campaign conducted at the River Kitinen in Northern Finland (67.3665º N, 26.6230º E) in the summer of 2018. At the study site, the river is 181 m wide, and its flow is regulated by two hydropower stations. These unique data include results of measurements in the river and the atmosphere collected at different locations: a floating platform in the middle of the river, the river bottom, a meteorological mast at the river bank, and a land meteorological tower located at a small distance to the east of the river bank. The river data contain continuous measurements of flow velocity (ADCP, bottom; ADV, platform), water temperature (thermistor chain, river middle), water level (wave recorder, river bank), and photosynthetically active radiation (PAR sensor, platform). The atmospheric data contain continuous measurements of wind speed and direction, air temperature and relative humidity, and incoming shortwave and longwave radiation (river bank mast and land tower). The detailed information about the measurement instruments can be found in the corresponding article “Variable physical drivers of near-surface turbulence in a regulated river”. Rivers are an important source of the greenhouse gases to the atmosphere. The gas exchange at the air-water interface is largely controlled by the near-surface turbulence, which has not been studied in details for large rivers. The idea behind the analysis of these data is to determine the main drivers of the near-surface turbulence in large rivers and their relative importance. To that end, we computed the dissipation rate of turbulent kinetic energy and compared it with the estimates provided by bulk scaling relations and a one-dimensional numerical turbulence model. The results are two-fold. First, all estimation methods are able to accurately predict the dissipation rate. Second, the two main drivers of the near-surface turbulence, namely the bottom friction and the atmospheric forcing, have comparable relative contributions.
DOI: 10.5281/zenodo.3818241
title: Coupled monitoring of soil moisture and suction in pyroclastic air-fall silty soils

description: The dataset contains the experimental field data coming from the automatic monitoring of the annual hydrological response of a shallow deposit in loose pyroclastic soils located in a mountainous area of Campania, Southern Italy. The monitoring station is installed at about 650 m a.s.l. along the northern slope of mount Cornito, about 2 km east of the town of Cervinara, that in December 1999 was involved in a rainfall-induced flowslide. The collected field data consist in: i) precipitations (measured by a rain gauge), ii) soil moisture contents (measured by TDR probes) and iii) soil matric suctions (measured by “Jet-fill” tensiometers). Suction and moisture sensors have been installed at the same depths and connected to a Campbell Scientific Inc. CR-1000 Data Logger, that allows the automatic acquisition and storage of data. Furthermore, the results of two laboratory flume tests carried out on a small-scale slope, reconstituted with soils from the same and subjected to an artificial rainwater infiltration, are attached too. Soil matric suction and moisture content were respectively measured by a miniaturised tensiometer and a TDR probe installed close to each other.
DOI: 10.17632/cksd46s8d8.5
title: Sanction index in iran
DOI: 10.17632/p92b432b2f.3
title: Raman spectroscopic profiling data of formula milk products from two brands

description: Item List: 1) 7341_C2.txt – The data set in CSV (comma separated value) format. The first column is 'label'. Value can be either 1 (1st Brand) or 2 (2nd Brand). The rest 2090 columns are the Raman wavenumbers. Each row is a sample. This data set is typically used for brand classification. 2) Code _Report.pdf – The code and data analysis report for compressed sensing research. -------------------- If you use this data set, please add the reference: [1] Adaptive compressed sensing of Raman spectroscopic profiling data for discriminative tasks [J]. Talanta, 2020, doi: 10.1016/j.talanta.2019.120681
DOI: 10.17632/pbgscy3ptg.1
title: Machine Learning Interatomic Potentials Enable First-Principles Multiscale Modeling of Lattice Thermal Conductivity in Graphene/Borophene Heterostructures

description: Data for manuscript entitled: "Machine Learning Interatomic Potentials Enable First-Principles Multiscale Modeling of Lattice Thermal Conductivity in Graphene/Borophene Heterostructures". Please find the "Supporting information.pdf" for more details.
DOI: 10.23721/102/1518669
title: GT Malware API Call Daily Feed (2020-05-01)

description: This dataset contains a daily feed of structured host-level API call information produced by the Georgia Tech Information Security Center's malware analysis system. Metadata included with the feed associates each API call log with a specific suspect Windows executable, which is run in a sterile, isolated environment, with controlled access to the Internet, for a short period of time. Each sample's interactions with the operating system is recorded, analyzed, and made available as structured plaintext. This feed is organized as a set of archives that each correspond to a single day of sample processing-based API call data. Each archive decompresses to a top-level folder containing files that are named according to the MD5 of the sample that generated them.
DOI: 10.17632/57k32jdsxw.1
title: Results of master´s degree project of control structures

description: Results of a control structure in a simulated divided wall column to distill a BTX mixture
DOI: 10.17632/c2gdkcwvnj.1
title: Raman and UV spectra of radix astragali

description: A. Test Subjects The test subject is radix astragali (astragalus root)[25]. Chinese name: 黄芪(huang-qi). Radix astragali is a widely used medicinal herb in traditional Chinese medicine (TCM). It is often used to treat diabetes and cardiovascular diseases. The radix astragali samples are provided by a TCM pharmaceutical manufacturer. Radix astragalus is the main ingredient in one of their patent drugs. The radix astragali samples come from four different provinces, i.e., Inner Mongolia (north China), Sichuan (southwest China), Shanxi (northwest China), and Gansu (northwest China). Herbs from different regions could have slightly different medicinal effectiveness, due to different cultivation conditions, climate, and environment. B. Instrument Instruments: Both Raman and UV are used to profile the radix astragali samples. The Raman spectrometer used in this study is ProttezRaman-D3, manufactured by Enwave Optronics, US. The ultraviolet-visible absorption spectrum is generated by a T6 ultraviolet-visible spectrometer, manufactured by Purkinje General Instrument, China. Procedures: Each radix astragali sample is first processed in a high-speed grinder for 10 min at 25,000 rpm (round per minute). Every 3g of the ground powder is solved in 30 mL ethanol solution. Then, the mixture is stirred for 1 h at 100℃ with reflux. Let the mixture cool down and then filter it. Finally, test with Raman and UV spectrometers. The parameters for Raman are as follows. Laser wavelength: 785 nm. Laser power: 450mW. Exposure time: 5s. C. Dataset 160 radix astragali samples are tested. Each category (province) has 40 samples. The Raman and UV spectra are organized into two CSV (comma-separated value) files. Each row is one sample. The first column is the Y label (0-Inner Mongolia, 1-Sichuan, 2-Shanxi, 3-Gansu). The rest of the columns are Raman wavenumbers or UV wavelengths. Data file summary: 7044.txt - Raman X meaning: Raman shift /wavenumber X range: 100 ~ 4278 cm-1 Resolution: 2cm-1 7143.txt - UV X meaning: wave length X range: 200 ~ 800 nm Resolution: 1 nm
DOI: 10.25345/c58h86
title: MassIVE MSV000085398 - Protein cysteine redox states and reversal of aging by Slc7a11 restoration in mouse lung fibroblasts
title: The purpose of this study is to evaluate the effects of aging on the redox states of intracellular proteins and to examine whether Slc7a11 contributes to the age-dependent effects. Iodoacetyl Tandem Mass Tags were used to differentially label reduced and oxidized forms of Cys residues in primary lung fibroblasts from young and old mice, as well as old fibroblasts transfected with Slc7a11.
DOI: 10.17632/286w4gnvz9.1
title: Data for Manuscript: Vortex-ring-induced elliptical drop deformation process in ambient liquid under an impact: The effects of the drop shape and other parameters

description: Datasets related to the manuscript: Vortex-ring-induced elliptical drop deformation process in ambient liquid under an impact: The effects of the drop shape and other parameters. Including all figures and some raw data.
DOI: 10.17632/vcv2893vyz.1
title: retinal GA with multi time points

description: This is a GA data set for GA growth prediction
DOI: 10.17632/vrnf87f585.2
title: Data for: Distinct tectonic activities in Guangxi, China due to large earthquakes on the Longmenshan fault zone
DOI: 10.17632/6rs5mnvktk.1
title: COVID-19 Dataset

description: COVID-19 dataset including ultrasound images
DOI: 10.5281/zenodo.3820487
title: The Updated Maven Central Dependency Graph

description: <strong>Maven Central Dependency Graph</strong> This is an updated version of the artifact at https://zenodo.org/record/1489120 The Maven dependency graph is an open dataset of Maven Central artifacts, their dependencies, as well as other relationships. Its main intent is to domesticate the wild within and around the Maven central ecosystem, in particular, and JVM-based libraries at large, making it more harnessable to both academics and industry. It is intended to answer high-level research questions concerning artifacts releases, evolution, and usage trends over time. It can also be used to assist researchers in selecting relevant datasets, among the mass of existing software artifact, for assessing particular empirical software engineering challenges. The complexity of these questions can range from simple pattern matching to advanced big data analysis and machine learning techniques. The accompanying paper to this dataset is has been accepted for publication in the proceedings of the International Conference on Mining Software Repositories 2019 and has received the MSR 2019 Data Showcase Award. This paper is available for download on arXiv. <strong>What is new?</strong> The previous version included artifacts until September 6, 2018.<br> This version includes artifacts until September 10, 2019. This version includes license information as well as information about associated code repository. This version contains 4 201 392 artifacts (version) of 308116 distinct libraries from 47481 distinct group IDs. Note 33 638 artifacts represents version ranges and note actual versions. They can be filtered out by excluding version containing ','. <br> <strong>Usage</strong> Usage: Download the archive from zenodo Decompress the archive <pre><code class="language-bash"># Pull the image and start the container docker run -d --name mm-neo4j -p 7474:7474 -p 7687:7687 -v /path/to/neo4j-data:/data --env=NEO4J_dbms_memory_heap_max__size=8g lyadis/mm-neo4j:latest</code></pre> Open http://127.0.0.1:7474/browser/ in your browser
DOI: 10.5281/zenodo.3820687
title: Multi-omic approach to identify phenotypic modifiers underlying cerebral demyelination in X-linked adrenoleukodystrophy

description: These are the data tables used to produce results in the publication: "Multi-omic approach to identify phenotypic modifiers underlying cerebral demyelination in X-linked adrenoleukodystrophy."<br> Phillip A. Richmond & Frans van der Kloet et al. Submitting to Frontiers in Cellular and Developmental Biology, 2020, Peroxisomal Special Issue. These tables include normalized measurements from four omics technologies, with no identifying information included. For details on processing, see the manuscript or contact: prichmond (at) cmmt (dot) ubc (dot) ca. Description of Files Sample mapping 20180314_sib_pairs.xlsx Excel sheet describing family numbering, etc. used as a mapping table within the sheets below. Methylation: DMRs_5_Families_ALL_0.10DB_Dec2019.csv Significant methylated regions with delta beta at least 10 percent when a single family is left out ALD_Deconvoluted_Betas_Dec2019.csv All fitted betas for every subject (single CpG) ALD_Limma_Final_Dec2019_CHR.csv All fitted effects using limma modeling per CpG RNA: Count_data.txt The raw count table summed at the gene level using featureCounts. Pvalues_all_23_01_2019.csv All pvalues and log fold changes for the genes included in the modeling process (also with family left out) Tmm_norm_counts_5_2_2020.csv Tmm normalized RNA count data Proteomic Report_Precursor_Peptides.xls The proteomic data as an excel spreadsheet Pvalues_prot_13_3_2019.xlsx The pvalues and log fold changes (also with family left out) Lipids: Lipid_data.csv The lipid data (metabolites with missings are removed) Pvalues_lipids.csv Pvalues for the lipid data (also with family left out) <br> NOTE: For use of these data files for processing and reproducing results of the manuscript, please see https://github.com/Phillip-a-richmond/ALD_Modifier_Project.
DOI: 10.17632/6rnx5jtnsf.3
title: data

description: The original data were derived from the Economic Policy Uncertainty website and Wind Data Services.
DOI: 10.17632/p724jxkzmd.2
title: Wheat data for reproduction of the MGIDI index

description: Trait description FLO = FLOWERING PH = PLANT HEIGHT SH = SPIKE HEIGHT FLH = FLAG LEAF HEIGHT DIS = DISEASE SCALE GY = GRAIN YIELD HW = HECTOLITER WEIGHT NSS = NUMBER OF SPIKLETS PER SPIKE NGSP = NUMBER OF GRAINS PER SPIKLETS SL = SPIKE LENGTH SW = SPIKE WEIGHT NGS = NUMBER OF GRAINS PER SPIKE GMS = GRAIN MASS PER SPIKE HIS = HARVEST INDEX OF THE SPIKE
DOI: 10.25573/data.10059530.v5
title: Monthly summary_Galeta Station

description: Monthly and daily summary from Galeta Island marine laboratory<br>Location: 9.402742°, -79.860837°<br>Parameters: air temperature, relative humidity, wind speed and direction, precipitation, sea surface temperature, solar radiation (pyranometer)<br><br>Galeta Island Marine Laboratory physical monitoring station established in 1974<br>Galeta station is located 6 km North East of the city of Colon. Established in the 1960’s.
DOI: 10.5281/zenodo.3820486
title: The Updated Maven Central Dependency Graph

description: <strong>Maven Central Dependency Graph</strong> This is an updated version of the artifact at https://zenodo.org/record/1489120 The Maven dependency graph is an open dataset of Maven Central artifacts, their dependencies, as well as other relationships. Its main intent is to domesticate the wild within and around the Maven central ecosystem, in particular, and JVM-based libraries at large, making it more harnessable to both academics and industry. It is intended to answer high-level research questions concerning artifacts releases, evolution, and usage trends over time. It can also be used to assist researchers in selecting relevant datasets, among the mass of existing software artifact, for assessing particular empirical software engineering challenges. The complexity of these questions can range from simple pattern matching to advanced big data analysis and machine learning techniques. The accompanying paper to this dataset is has been accepted for publication in the proceedings of the International Conference on Mining Software Repositories 2019 and has received the MSR 2019 Data Showcase Award. This paper is available for download on arXiv. <strong>What is new?</strong> The previous version included artifacts until September 6, 2018.<br> This version includes artifacts until September 10, 2019. This version includes license information as well as information about associated code repository. This version contains 4 201 392 artifacts (version) of 308116 distinct libraries from 47481 distinct group IDs. Note 33 638 artifacts represents version ranges and note actual versions. They can be filtered out by excluding version containing ','. <br> <strong>Usage</strong> Usage: Download the archive from zenodo Decompress the archive <pre><code class="language-bash"># Pull the image and start the container docker run -d --name mm-neo4j -p 7474:7474 -p 7687:7687 -v /path/to/neo4j-data:/data --env=NEO4J_dbms_memory_heap_max__size=8g lyadis/mm-neo4j:latest</code></pre> Open http://127.0.0.1:7474/browser/ in your browser
DOI: 10.15468/bwj2bd
title: Iphimediidae of New Zealand (Crustacea, Amphipoda)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Coleman, Charles Oliver, Lörz, Anne-Nina (2013): Iphimediidae of New Zealand (Crustacea, Amphipoda). European Journal of Taxonomy 62: 1-18, DOI: http://dx.doi.org/10.5852/ejt.2013.62
DOI: 10.17632/p9sx97fpg6.1
title: Economic assessment and community management of Prosopis juliflora invasion in Swemeh village- Jordan

description: This data set provides information about a study conducted in Swemeh -Jordan to assess the economic impacts of a Prosopis juliflora invasion and gauge community preferences for management plans from 203 households. The data set includes information about the benefits and costs gained from Prosopis juliflora invasion, besides to the households' preferences between two policy responses: P. juliflora management or complete eradication.
DOI: 10.17632/yn2nby45fh.1
title: Corrosion of CrSi3-Cr7C3-SiC coated C SiC in wet atmospheres containing Na2SO4

description: XRD, weight changes, stress-displacement during loading and strength of CrSi3-Cr7C3-SiC coated C SiC after corrosion in wet atmospheres containing Na2SO4
DOI: 10.15468/6d34p6
title: Second contribution to the knowledge of the Lithosiini of Gabon: the genus Nanna Birket-Smith (Lepidoptera, Erebidae, Arctiinae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Durante, Antonio, Apinda-Legnouo, Emelie Arlette, Romano, Chiara (2013): Second contribution to the knowledge of the Lithosiini of Gabon: the genus Nanna Birket-Smith (Lepidoptera, Erebidae, Arctiinae). European Journal of Taxonomy 65: 1-15, DOI: http://dx.doi.org/10.5852/ejt.2013.65
DOI: 10.25573/data.10059518.v5
title: Monthly summary_San Lorenzo Crane

description: Monthly and daily summaires from the San Lorenzo (Formerly know as Fort Sherman) Canopy Access Crane. <br><br>Parameters: air temperature, relative humidity, wind speed and direction, precipitation, solar radiation (pyranometer)<br>Established in 1997, the San Lorenzo canopy crane (9.281031°, -79.974518°) is located approximately 11 km South West from the city of Colon, in the middle the Parque Natural San Lorenzo (formerly known as Fort Sherman) and is surrounded by 300-year old, low-land tropical rainforest
DOI: 10.3886/e119368
title: Fiscal Innovation in Nondemocratic Regimes: Income Taxes in Prussia 1891-3

description: These are the replication materials for the article "Fiscal Innovation in Nondemocratic Regimes: Elites and the adoption of the Prussian Income Taxes of the 1890s," in Explorations in Economic History.
description: Politicians and individuals aged 18 and over living in Prussia. .
DOI: 10.3886/e119368v1
title: Fiscal Innovation in Nondemocratic Regimes: Income Taxes in Prussia 1891-3

description: These are the replication materials for the article "Fiscal Innovation in Nondemocratic Regimes: Elites and the adoption of the Prussian Income Taxes of the 1890s," in Explorations in Economic History.
description: Politicians and individuals aged 18 and over living in Prussia. .
DOI: 10.5281/zenodo.3820488
title: Heat Dissipation Test with single Fiber Optic cable

description: A Heat Dissipation Test implies heating a conducting element within the saturated soil until its temperature increase reaches steady state while monitoring the temperature development of the heating element during heating and cooling phases. In this case, we used a single Fiber Optic (FO) cable to perform a Heat Dissipation Test, aiming to quantify groundwater flow. The FO cable is installed along the outer casing of a piezometer located in an unconsolidated shallow aquifer. The data presented are the maximum temperature reached each depth, the filtered temperature increment for the most representative depths, and the resulting values of thermal conductivity and groundwater flow based on the interpretation of the recorded data.
DOI: 10.15468/3c72dq
title: West Palaearctic species of the genus Diostracus Loew, 1861 (Diptera: Dolichopodidae)

description: This dataset contains the digitized treatments in Plazi based on the original journal article Grichanov, Igor Ya. (2013): West Palaearctic species of the genus Diostracus Loew, 1861 (Diptera: Dolichopodidae). European Journal of Taxonomy 61: 1-14, DOI: http://dx.doi.org/10.5852/ejt.2013.61
DOI: 10.15468/8qkzzh
title: Two new genera and five new species of Selachinematidae (Nematoda, Chromadorida) from the continental slope of New Zealand

description: This dataset contains the digitized treatments in Plazi based on the original journal article Leduc, Daniel (2013): Two new genera and five new species of Selachinematidae (Nematoda, Chromadorida) from the continental slope of New Zealand. European Journal of Taxonomy 63: 1-32, DOI: http://dx.doi.org/10.5852/ejt.2013.63
DOI: 10.17632/gyc2fp8hh4.1
title: Inter-Country Input-Output table that captures processing trade in China

description: Please cite: Zhang, Z., Meng, J., Zheng, H., Zhu, K., Du, H., Guan, D. (2020) Production globalization makes China’s exports cleaner. One Earth.
DOI: 10.25573/data.10059470.v5
title: Monthly summary_Culebra Station Tower

description: Punta Culebra Nature Center meteorological station. Established in 2002. <br>Location: 8.910718°N, -79.528919°<br>Parameters: air temperature, relative humidity, wind speed and direction, precipitation, solar radiation (pyranometer)
DOI: 10.5281/zenodo.3820873
title: Database for "Accurate estimates of past spatiotemporal temperature variability could strongly constrain future warming"

description: This repository contains data used to support findings of the study "Accurate estimates of past spatiotemporal temperature variability could strongly constrain future warming", which is currently under review.