cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/3d88dh68kj.1
title: Data for Nature paper on the CrystalGrower method: A unified three-dimensional partition model for crystal growth.

description: Supplementary data for the paper: "Predicting crystal growth via a unified kinetic three-dimensional partition model" - Nature volume 544, pages 456–459 Included are electronic copies of all images and extended data images included in the paper. Seven supplementary movies are also included showing a variety of structures crystallising over time. These data show comparisons between real experimental data collected through AFM and SEM and simulations using our model (CrystalGrower). Our method relies on calculating the internal energies of species, and using these energies combined with driving force for crystallisation, calculate the probability of growth or dissolution of units of growth.
DOI: 10.17632/66k2xwrwk5.1
title: Source code for the CrystalGrower Visualiser software package

description: Presented is the source code for the CrystalGrower Visualiser: a visualisation package for use with the CrystalGrower simulation tool. The visualiser software is open source for users to modify. Source code is formatted for use with Visual Studio 2015 or later. This program allows users to visualise and study simulations performed with the CrystalGrower program. Images and movies can be captured using this tool and presented for use in publications or presentations. Visualisation methods include: natural tiling, spheres and atoms + bonds, dependent on the structures selected. The CrystalGrower Visualiser can display zeolite, MOF, molecular, ionic and atomic crystals.
DOI: 10.17632/vvhw5yytb2.1
title: POSTURAL CHANGE DATA

description: RR interval 1st Column Pulse amplitude from PPG 2nd Column Respiration amplitude corresponds to ECG R peaks 3rd Column lab1: Supine lab2: Standing
DOI: 10.6073/pasta/0442083206582085d53c9e7cc21cd400
title: NTF01 Volume and Chemistry of Throughfall in Tallgrass Prairie

description: Amounts and nitrogen content of water passing through the canopy of tallgrass prairie are compared to similar measurements of bulk precipitation. Measurements include nitrate, ammonia, phosphate and organic nitrogen and phosphorus content of bulk precipitation and throughfall. Variables of interest include vegetation type and amounts, time of year, and time since burning.
DOI: 10.6073/pasta/365ceaa54beab3cc4362bb98744c1a77
title: NSW01 Soil Water Chemistry from Porous Cup Lysimeters on Watersheds With Different Fire Treatment

description: Soil water nitrogen composition is measured using porous cup lysimeters. Measurements include nitrate, ammonia, phosphate, and organic nitrogen and phosphorus. Variables of interest are rainfall patterns, vegetation types, and time since burning.
DOI: 10.7910/dvn/55ig1q/apthmw
title: SKBD-Rivers-SHP.shp
DOI: 10.7910/dvn/55ig1q/geqmpz
title: SKBD-Rivers-KML.kmz
DOI: 10.7910/dvn/55ig1q/jrf18a
title: SKBD-Rivers-SHP.qml
DOI: 10.7910/dvn/55ig1q/k3xtck
title: SKBD-Rivers-SHP.qpj
DOI: 10.7910/dvn/55ig1q/nyugzv
title: SKBD-Rivers-SHP.dbf
DOI: 10.7910/dvn/55ig1q/odz2vu
title: SKBD-Rivers-SHP.cpg
DOI: 10.7910/dvn/55ig1q/qlkmqg
title: SKBD-Rivers-SHP.prj
DOI: 10.7910/dvn/55ig1q/qmcdf7
title: SKBD-Rivers-SHP.shx
DOI: 10.7910/dvn/ojkfzo/ymleio
title: SKBD-Borders-SHP.cpg
DOI: 10.17632/4tt4hcmxr4.1
title: Salt-responsive Metabolite, beta-hydroxybutyrate, Attenuates Hypertension

description: Salt-responsive Metabolite, beta-hydroxybutyrate, Attenuates Hypertension Chakraborty, S1, Galla, S1, Cheng X1, Yeo, J1, Mell, B1, Singh V1, Yeoh BS1, Saha P1, Mathew, AV2, Vijay-Kumar, M1, Joe B*1. 1Program in Physiological Genomics, Microbiome Consortium, Center for Hypertension and Personalized Medicine, Department of Physiology and Pharmacology, University of Toledo College of Medicine and Life Sciences, Toledo, OH, USA. 2 Department of Internal Medicine-Nephrology, University of Michigan, Ann Arbor, MI, USA. *Corresponding Author: Bina Joe, bina.joe@utoledo.edu Summary Dietary salt reduction and exercise are lifestyle modifications prescribed for salt-sensitive hypertensives. While exercise is known to have prominent metabolic effects, such effects of lower dietary salt are just emerging. Studies indicate that salt has adverse effect on metabolic syndrome, of which, hypertension is a hallmark. We hypothesized that dietary salt impacts metabolism in a salt-sensitive model of hypertension. Untargeted metabolomic profiling of rats with differential salt (NaCl) diets revealed that a high salt-induced increase in blood pressure was associated with lower circulating levels of the ketone body, beta-hydroxybutyrate (βOHB). Specific rescue of the βOHB levels by nutritional supplementation of its precursor, 1,3-butanediol attenuated hypertension and protected kidney disease despite the high salt intake. This beneficial effect of βOHB was observed independent of the gut-microbiotal effects of salt or the Th17-mediated renal effects. Instead, the mechanism for the observed renoprotective effect of βOHB on salt-sensitive hypertension was the βOHB-mediated inhibition of the pro-inflammatory cascade by the Nlrp3 inflammasome. In summary, the juxtaposed effects of dietary salt and exercise on salt-sensitive hypertension, which decrease and increase βOHB respectively, indicates that nutritional supplementation of a precursor of βOHB could be considered to provide a similar benefit to salt-sensitive hypertension as exercise.
DOI: 10.17632/jywfnp6mgf.1
title: Exporter Heterogeneity and Price Discrimination: A Quantitative View

description: Data and code to support paper titled "Exporter Heterogeneity and Price Discrimination: A Quantitative View".
DOI: 10.17632/n7mk6792wv.1
title: Code for Ramsey-optimal Tax Reforms and Real Exchange Rate Dynamics

description: Code for Ramsey-optimal Tax Reforms and Real Exchange Rate Dynamics
DOI: 10.6073/pasta/8841f62df5ff2c6f2afad313fb10e67a
title: NWC01 Stream Water Chemistry for the King's Creek Drainage Basin on Konza Prarie

description: Nitrate, ammonium, total N, soluble reactive P, total P, and dissolved organic C are monitored in four streams draining watersheds with 1 (N01B), 2 (N02B), 4 (N04D), and 20 (N20B) year target burn frequencies. Bison have grazed these treatments since May 1992. The number of sites sampled has been expanded since 1992 to include sites that may reflect anthropogenic, groundwater, and bison influences on water chemistry. These sites include the south branch of Kings Creek as it leaves watershed N01A (tube), a site immediately below the NO4D weir at Konza Falls that is heavily influenced by groundwater (kzfl), the north fork of Kings Creek draining watersheds without bison (nfkc), the south fork of Kings Creek that drains the watersheds with bison (sfkc), Kings Creek below the USGS gauging station above the first agricultural field (hokn), a small creek that drains into Kings Creek after flowing past the bison handling facilities, two private residences, the site headquarters and an agricultural field (stck), a pristine prairie groundwater site (edlr), and Kings Creek at the bottom of Konza as it leaves the agricultural land in watershed AL (hikx). Early samples were preserved with phenyl mercuric acetate. Future plans to restore agricultural land to prairie may influence downstream nutrient concentrations.
DOI: 10.17632/64psx4vkh7.1
title: Analog Circuits

description: Each file, named File nameCircuit.txt is used for training and testing a system (SVM in our case) which performs the classification of the faults. Therefore It contains a set of data formatted for being the input of a classification software, and containing the following lines: n1 n2 varying components: c1 c2 ...... cNC mag_1,1 pha_1,1 mag_1,2 pha_1,2 ........ mag_1,nf pha1,nf FC_1 mag_2,1 pha_2,1 mag_2,2 pha_2,2 ........ mag_2,nf pha2,nf FC_2 ............. mag_Ne,1 phaNe,1 mag_Ne,2 pha_Ne,2 ........ mag_Ne,nf pha_Ne,nf FC_Ne ------------------- The exact meaning of any element is: n1 = number of input lines (dimension of the input vector) n2 = number of output lines (for this application = 1, because it is a classification problem and we have just one output integer which assumes the value of various classes) mag_i,j = it is the magnitude of i-th sample of the frequency response (the absolute value of the complex frequency response term at that given frequency) mag_i,j = it is the phase in rad of i-th sample of the frequency response (the phase of the complex frequency response term at that given frequency, that arctan(ImF/ReF) in rad) nf = it is the numer of sampling frequencies Ne = it is the number of examples FC_i = it is the correct Fault Class for that sample; the class 0 is "no faulty", otherwise it is an integer which represents the component which is out of tolerance (or, in case of ambiguity groups with a dim &gt; 1, it represents an ambiguity group). as consequence to previous format we can also say that: n1 = 2 x nf (magnitude and phase each sample) mag_i,j are abs values with no normalization in the file and so they are always positive pha_i,j are the original phases in rad, so they are values ranging in the interval [-pi pi], not normalized in the file
DOI: 10.17632/wzbs87jyvr.1
title: Cationic terpolymers

description: 1H NMR of P(AM-VP- VEtIm[Br]) and P(AM-VP- VBIm[Br]) terpolymers 13C APT NMR of P(AM-VP- VEtIm[Br]) and P(AM-VP- VBIm[Br]) terpolymers 1H NMR of P(AM-VP-VBtMA[Cl]) terpolymer 13C APT NMR of P(AM-VP-VBtMA[Cl]) terpolymer
DOI: 10.17632/y3jyb5hv7v.1
title: Data for: Comparing Aerosol Refractive Indices Retrieved from Full Distribution and Size- and Mass-Selected Measurements

description: This data set contains the working data and analysis programs for the manuscript titled "Comparing Aerosol Refractive Indices Retrieved from Full Distribution and Size- and Mass-Selected Measurements" by J. G. Radney and C. D. Zangmeister. For further descriptions of the contents of the data file and the programs, see Readme.pdf.
DOI: 10.6073/pasta/260df9acb32af014b5ed6bf0d874d020
title: NWC02 Stream Water Conductivity for the King's Creek Drainage Basin on Konza Prarie

description: Conductivity was monitored in four streams draining watersheds with 1 (N01B), 2 (N02B), 4 (N04D), and 20 (N20B) year target burn frequencies. Bison grazed these treatments since May 1992. Early samples were preserved with phenyl mercuric acetate.
DOI: 10.6073/pasta/735f539dbfa260e3a652b5be01df4c28
title: NUT01 Nutrient Network: Investigating the roles of nutrient availability and vertebrate herbivory on grassland structure and function at Konza Prairie

description: The goals and focal research questions are copied below from the Nutrient Network website. More information can be found at nutnet.org. NutNet focal research questions: (1) How general is our current understanding of productivity-diversity relationships? (2) To what extent are plant production and diversity co-limited by multiple nutrients in herbacoues-dominated communities? (3) Under what conditions do grazers or fertilization control plant biomass, diversity, and composition? NutNet goals: (1) To collect data from a broad range of sites in a consistent manner to allow direct comparisons of environment-productivity-diversity relationships among systems around the world. This is currently occurring at each site in the network and, when these data are compiled, will allow us to provide new insights into several important, unanswered questions in ecology. (2) To implement a cross-site experiment requiring only nominal investment of time and resources by each investigator, but quantifying community and ecosystem responses in a wide range of herbaceous-dominated ecosystems (i.e., desert grasslands to arctic tundra).
DOI: 10.17632/74z32ymgwc.1
title: Videos for the manipulation of leader moral anger expressions

description: These videos were used to test the hypotheses in the article entitled "Moral anger as a dilemma? An investigation on how leader moral anger influences follower trust".
DOI: 10.17632/nwsfz6bd5f.1
title: heat treatments on selective laser melted AlSi10Mg

description: This set of data gives the microstructure of various heat treated AlSi10Mg specimens produced by selective laser melting (an additive manufactured technique). It can be used to look at the microstructure evolution around a melt pool border. In addition the data shows the open circuit potential and anodic polarization data after testing in 0.1M NaCl solution. The corrosion morphology and microstructure after LSV and immersion tests in 0.1M NaCl solution are given as well. Finally SKPFM measurments giving topography and potential maps around a melt pool border are shown.
DOI: 10.17632/xg9pb3vfb3.1
title: Regulation of S100A8 Stability by RNF5 in Intestinal Epithelial Cells Determines Intestinal Inflammation and severity of Colitis. Raw Data Set.
DOI: 10.6073/pasta/05d5a88192eca72654b687022f1025de
title: OMB01 Microbial biomass in the Belowground Plot Experiment at Konza Prairie (1989-1999)

description: The purpose of this data set is to monitor long-term changes in microbial biomass on the belowground plots due to the effect on annual burning, mowing and nitrogen and phosphorus fertilization.
DOI: 10.6073/pasta/60c5da4eab85ee4f03c4762d9b72b14c
title: OPD01 Konza Prairie standing dead and litter decomposition (1981-1983)

description: Standing dead and litter decomposition of big bluestem foliage and flowering stems were measured for two years using litterbag methods. Mass, nitrogen and phosphorus content were measured.
DOI: 10.17632/j83yzp7ynz.2
title: Hansard motion policies

description: This dataset is designed for the testing of automatic opinion-topic classification systems. For experiments performed using this data, see: Abercrombie, G. and Batista-Navarro, R., (2018). "Identifying Opinion-Topics and Polarity of Parliamentary Debate Motions". In Proceedings of the 9th Workshop on Computational Approaches to Subjectivity, Sentiment & Social Media Analysis (WASSA) The dataset consists of 592 UK parliamentary debate motions proposed in the UK House of Commons between 1997 and 2018 as well as the 'policy' categories that the votes on these motions have been classified as by the publicwhip.org.uk . It also includes metadata related to the debates that the motions were extracted from and the speakers who proposed them. The dataset is presented as a csv file, where each column represents a motion and includes the following columns: ID, "[date, speaker, party, title, motion, additional_information, party_array, date_continuous, policy 1087, policy 1065, policy 6709, policy 826, policy 6695, policy 6670, policy 1074, policy 1030, policy 1053, policy 856, policy 1110, policy 1051, policy 6694]" ID = unique identification number from 0 to 591 data = the date on which the motion was proposed speaker = the name of the MP who proposed the motion party = party affiliation of the MP who proposed the motion title = the title of the debate from which the motion is taken motion = the textual content of the motion additional_information = information such as the names of relevant documents or explanations of amendments is sometimes included in the transcripts, preceding the motion. party_array = one hot encoding of the party feature: ['Con', 'Lab', 'LD', 'None', 'SNP', 'DUP', 'PC'] data_continuous = date feature scaled between 0.0 and 1.0 policies = one hot encoding of the policy labels: policy 1087: "Asylum System — More strict" policy 1065: "European Union — For" policy 6709: "Further devolution to Scotland" policy 826: "Homosexuality — Equal rights" policy 6695: "More powers for local councils" policy 6670: "Reduce Spending on Welfare Benefits" policy 1074: "Schools — Greater Autonomy" policy 1030: "Stop climate change" policy 1053: "Terrorism laws — For" policy 856: "Shift Powers from MPs in the Commons to Ministers" policy 1110: "Increase VAT" policy 1051: "Identity cards — For introduction" policy 6694: "Higher taxes on alcoholic drinks" Textual and metadata were extracted from https://www.theyworkforyou.com/pwdata/scrapedxml/debates/. Policy data were extracted from https://www.publicwhip.org.uk/policies.php. This dataset contains parliamentary information licensed under the Open Parliament Licence v3.0: https://www.parliament.uk/site-information/copyright-parliament/open-parliament-licence/
DOI: 10.6073/pasta/16f250ce6adfeeaad790f94d7dda8448
title: PAB02 Biweekly Measurement of Aboveground Net Primary Productivity on an Unburned and Annually Burned Watershed

description: Data set contains estimates of standing crop biomass (grams per square meter) of live graminoids, forbs, woody plants, current year's dead, and previous year's dead vegetation. Twenty quadrats (0.1 square meters) are harvested for each watershed (001a and 020a) on each sample date.
DOI: 10.6073/pasta/4d0b56a932e2f73b3ae458449bf93ee0
title: PAB03 Aboveground Primary Productivity of Tallgrass Prairie Based on Accumulated Plant Biomass on LTER Watersheds Burned at Different Seasons

description: Data set contains estimates of standing crop biomass (grams per square meter) of live graminoids, forbs, woody plants, and previous year's dead vegetation for 2 soil types (shallow and deep) and seasonal burning treatments (spring, summer, fall, winter).
DOI: 10.6073/pasta/31c46fb7ff245cc4a52cdec35f838e8d
title: PAB04 Aboveground Primary Productivity of Tallgrass Prairie Based on Accumulated Plant Biomass on Miscellaneous LTER Watersheds

description: Data set contains estimates of end-of-season standing crop biomass (grams per square meter) of live graminoids, forbs, woody plants, current year's dead, and previous year's dead vegetation for 2 soil types (shallow and deep) on watersheds of various burning-grazing treatments. Twenty quadrats (0.1 square meters) are harvested for each soil/treatment type. NOTE: Early (April) and mid-season (July) biomass was collected from 1983-1988, and these data are vailable by request.
DOI: 10.17632/twxcmd75x3.1
title: Data for: Advanced Detector Signal Acquisition and Electron Beam Scanning for High Resolution SEM Imaging

description: Source code and examples for custom scan controller SEM image collection and post processing
DOI: 10.17632/gtsvz2rc88.1
title: Data for: Revealing the relationships between the energy parameters of single-family buildings with the use of Self-Organizing Maps

description: The xlsx file contains generated building raw data, assignment to groups with the Self-Organizing Map, BMU-s and analysis: rankings, charts, correlations and so on.
DOI: 10.6073/pasta/318dcef68131c3b1b5cdbc570fd36b9d
title: Cascade Project at North Temperate Lakes LTER Phosphorus, Chlorophyll, DOC, Color, and pH for Twenty UNDERC Lakes 1995 - 2003

description: Data on total phosphorous, chlorophyll a, dissolved organic carbon, water color, and pH for a set of lakes located at the University of Notre Dame Environmental Research Center (UNDERC). Surface water samples were collected monthly from May through August either from shore with a telescoping pole or from a boat. Twenty lakes were sampled from 1995-2000. Fifteen of these lakes were sampled from 2001-2003.
DOI: 10.15129/d75a345c-e9f6-4bdd-8494-c20e6eae3231
title: Data for: "Fusion of laser diffraction and chord length distribution data for estimation of particle size distribution using multi-objective optimisation"

description: This is the dataset for the articl titled "Fusion of laser diffraction and chord length distribution data for estimation of particle size distribution using multi-objective optimisation". The preprint of the article is available at: arXiv:1804.05633.
Full details of the materials and measurement proceedure can be found in the preprint.
DOI: 10.15785/sbgrid/577
title: X-Ray Diffraction data from delN(40) METTL16, source of 6GFK structure

description: Diffraction data from crystal of del40 METTL16 MTase domain
description: Best resolution data set processed using XDS
DOI: 10.15785/sbgrid/578
title: X-Ray Diffraction data from METTL16 MTase domain, source of 6GFN structure

description: METTL16 MTase domain crystal form 1
description: Used autoPROC
DOI: 10.15785/sbgrid/579
title: X-Ray Diffraction data from METTL16 MTase domain crystal form2, source of 6GT5 structure

description: METTL16 MTase domain crystal from 2
description: Used autoPROC and STARANISO for data processing
DOI: 10.17632/ky3kcpcjcg.1
title: Data for: Student preferences and perceptions of learning using vSim for Nursing™

description: data
DOI: 10.17632/x3n8mnmnn4.1
title: Data for: Characterisation of the spatial variability of material properties of Gilsocarbon and NBG-18 using random fields

description: Material properties data of Young's modulus and density of Gilsocarbon and NBG-18 data
DOI: 10.17632/3cfx4vnbym.1
title: Data for: Reliability Assessment for Flexural FRP-Strengthened Reinforced Concrete Beams Based on Importance Sampling

description: In this paper, an experimental test database is presented for flexural FRP-strengthened RC beams including four possible failure modes: concrete crushing, FRP rupture, IC debonding and end debonding. The experimental RC beams are characterized with the following features: (1) the cross-section is rectangular; (2) FRP laminates are pasted in the tension side of RC beams; (3) two types of FRP composites are used, CFRP and GFRP; and (4) three-point and four-point loading are included for the simply-supported RC beams with static loads. This database is constructed based on 624 sets of test results collected from published references during a long time span from 1993 to 2018. Including 226 sets for flexural failure (concrete crushing and FRP rupture), 240 sets for IC debonding and 158 set for end debonding. The number of test data with anchorages for flexural failure, IC debonding and end debonding is 116, 63, and 3, respectively. The database include the following basic parameters: (1) geometry of RC beam (i.e., height, width, length); (2) concrete compression strength; (3) properties of steel (i.e., yielding strength, Yang’s modulus and cross-section area); (4) properties of FRP (i.e., ultimate strength, Yang’s modulus, thickness and cross-section area); (5)loading condition (i.e., three-points or four-points); (6) anchorage type; and (7) experimental results (i.e., ultimate load capacity, failure mode, and FRP contribution).
DOI: 10.17632/6xvxf37k29.1
title: Data for: The Role of Task Difficulty in Theoretical Accounts of Mind Wandering

description: Data for "The Role of Task Difficulty in Theoretical Accounts of Mind Wandering," by Seli, Konishi, Risko, and Smilek.