cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/xp7tg9yvz8
title: Data for: Accelerating and Stabilizing the Vapor-Liquid Equilibrium (VLE) Calculation in Compositional Simulation of Unconventional Reservoirs Using Deep Learning Based Flash Calculation

description: The folder contains the detailed models and the trained weights of a deep-learning based flash calculation module. The H5 files can be directly loaded into Keras. The weights file can be extracted for practical usage. classfication_model.h5 network structure of phase classification classfication_weights.h5 weights of phase classification concentration_model.h5 network structure of concentration determination concentration_weights.h5 weights of concentration determination Reference: Shihao Wang, Nicolas Sobecki, Didier Ding, Lingchen Zhu, Yu-Shu Wu Accelerating and Stabilizing the Vapor-Liquid Equilibrium (VLE) Calculation in Compositional Simulation of Unconventional Reservoirs Using Deep Learning Based Flash Calculation
DOI: 10.17632/4wp4258yr8
title: Replication package for: Does Genetic Risk for Common Adult Diseases Influence Reproductive Plans? Evidence from a National Survey Experiment in the United States

description: Data and do file for: "Does Genetic Risk for Common Adult Diseases Influence Reproductive Plans? Evidence from a National Survey Experiment in the United States"
DOI: 10.17632/g4jrbkk7v9
title: Dataset for controlling sugarcane press-mud fermentation to increase bioethanol steam reforming for hydrogen production

description: The data shows fermentation, steam reforming, and mass balances of the hydrogen production from sugarcane press-mud. Also, the data contain information about the characterization in terms of moisture, solid content, protein, carbohydrates, ash, and fibers. Moreover, statistical analysis are described in this data set.
DOI: 10.17632/tbfn3fzbm8
title: Data for "Improved predictability of the Indian Ocean Dipole using seasonally modulated ENSO forcing forecasts"

description: Abstract of associated article: Despite recent progress in seasonal forecast development, the predictive skill for the Indian Ocean Dipole (IOD) remains typically limited to a lead time of one season or less in both dynamical and empirical models. Here we develop a simple stochastic-dynamical model (SDM) to predict the IOD using seasonally modulated El Niño-Southern Oscillation (ENSO) forcing together with a seasonal modulation of the Indian Ocean coupled ocean-atmosphere feedback. The SDM, with either observed or forecasted ENSO forcing, exhibits generally higher skill and longer lead times for predicting IOD events than the operational Climate Forecast System Version 2 and the SINTEX system. These results affirm our hypothesis that operational IOD predictability beyond persistence is largely controlled by ENSO predictability and the signal-to-noise ratio of the system. Therefore, potential future ENSO improvements in models could also translate to more skillful IOD predictions.
DOI: 10.15468/dl.47xx6d
title: Occurrence Download

description: A dataset containing 142 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Eryngium monocephalum Cav."
 ]
}

 The dataset includes 142 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000112-250227182430271/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.17632/75g7bkb2gh
title: Phosphogypsum and sewage sludge treatment, mycorrhizal frequency and dry mass production in hemp (Cannabis sativa) cv. Białobrzeskie, cv. Tygra and cv. Beniko

description: Data used in research carried out on a plantation established in 2014 and continued in 2015 and 2016, located in the Poświętne Experimental Field of the Mazovian Agricultural Advisory Centre.
DOI: 10.17632/f69vzth9dj
title: Data for: Inhibitory and facilitatory connections from dorsolateral prefrontal to primary motor cortex in healthy humans at rest - An rTMS study

description: Here we introduce theta burst stimulation (TBS)-based protocols to target the inhibitory and facilitatory connections in DLPFC-M1 network. Intermittent and continuous theta burst stimulation with 600 pulses (iTBS600/cTBS600) were applied to left DLPFC and resting motor threshold (RMT), motor evoked potential (MEP) and short-interval intracortical inhibition (SICI) were measured with transcranial magnetic stimulation to the ipsilateral primary motor cortex. We found that iTBS600 on the DLPFC decreased the MEP amplitude of the M1. Conversely, cTBS600 on the DLPFC increased the MEP amplitude of the M1. Moreover, the peak decrease in MEP amplitude after iTBS600 was significantly negatively correlated with the peak increase in MEP amplitude after cTBS600. There are no significant effects in the control group with the sham stimulation.
DOI: 10.17632/ffhxhm8s9j
title: Data for: Effect of sodium dichloroacetate on apoptotic gene expression in human leukemia cell lines

description: Supplementary materials: 1 and 2 show all positive correlations between changes of gene expression generated using Spearman’s analysis for all 4 cell lines after 24, 48 and 72 hours of exposure of cells to DCA. Supplementary material 3 shows Log RQ values for all examined genes in four cell lines after 24, 48 and 72 hours. That values were used to conduct all statistical analysis of gene expression changes. Supplementary material 4 shows an example profile of gene expression changes in CCRF/CEM cell line.
DOI: 10.17632/ybd5jw9j7v
title: Data for: Arrhenian growth thermodynamics in a marine-derived tropical Fusarium equiseti and polar Pseudogymnoascus spp. in a liquid culture system

description: These are the raw datasets on biomass and pH measurements collected from growth studies on a marine-derived tropical strain of Fusarium equiseti and polar strains (Arctic and Antarctic) of Pseudogymnoascus spp. These strains were grown in a liquid culture system. Data are provided in the .SAV format.
DOI: 10.17632/zrxjrfvzbf
title: Data for: Three-Dimensional Hierarchical Frameworks Based on MoS2-Graphene Oxide-Supported Fe3O4 Nanoparticles for Enrichment Fluoroquinolone Antibiotics in Water

description: In this research, 3D magnetic nanocomposites were synthetized and used as an effective adsorbent for the preconcentration of some antibiotics in environmental water. The as-prepared nanomaterial possesses some advantages including high stability, sensitive magnetic response and so on. The magnetic separation and preconcentration of these antibiotics were dramatically fast and could be finished within one minutes. The developed MSPE-HPLC method provided not only highly efficient and sensitive, but also good recoveries and precision in complex sample matrices. Compared with LC-MS method, HPLC was considered as conventional instrument especially in small company and institute because of low cost and easy maintenance. The nanocomposites has great potential for fast extraction and preconcentration for analysis of antibiotics in environmental water samples.
DOI: 10.17632/ntmw3ccnd8
title: Co-deposition, JET-ILW: ToF-ERDA, spatial blocks ILW-1, plasma facing and back sides

description: ToF-ERDA data from spatial blocks 4, 5, 6 (ILW-1), sides facing towards ("side C") and away ("side B") from plasma. Data provided as list-files (.lst) and histogram files (.mpa) from FAST MPA-3 data acquisition system. Beam: 36 MeV I-127.
DOI: 10.17632/s8tp7d75dw
title: Effect of acute moderate-intensity exercise on the mirror neuron system: role of cardiovascular ﬁtness

description: Effect of acute moderate-intensity exercise on the mirror neuron system: role of cardiovascular ﬁtness
DOI: 10.17632/zym67j2p2t
title: Performance of triploid summer steelhead

description: Seawater reared - The number of diploid and triploid summer steelhead from nine family-treatment combinations, reared in seawater juvphys2013 - morphometric, T4, and ATPase data for the 2013 cohort of steelhead juvphys2014 - morphometric, T4, and ATPase data for the 2014 cohort of steelhead
DOI: 10.17632/by35w43h34
title: Data for: Nuclear genome shuffling increases recombinant protein expression in the chloroplast of Chlamydomonas reinhardtii

description: Supplemental data for "Nuclear genome shuffling significantly increases production of chloroplast-based recombinant protein in Chlamydomonas reinhardtii" by Fields et al.
DOI: 10.17632/yxz3yjpsbd
title: Data for: Isotopic implications for paleo-microbial-ecology of the middle Miocene Monterey Formation

description: Tables include data from the Miocene Monterey Formation at Naples Beach, California, U.S.A. Table 1. Samples with associated facies, % carbonate, concentration (ppm) of CAS relative to carbonate and relative to whole rock, δ34SCAS, δ18OCAS, δ13Ccarb, δ18Ocarb, and δ34Sinsolubles. Table 2. Input for modeling of predominance zones for mineral, gaseous, and aqueous species over a range of Eh and pH. Temperature = 25 °C. Pressure = 1.013 bar
DOI: 10.17632/48kx5s6vrc
title: Data for: Seipin deletion in mice enhances phosphorylation and aggregation of tau protein through reduced neuronal PPARγ and insulin resistance

description: We attached the independent replicates of Western blot analyses in the supplementary section that were used in various quantifications. The regions of line rectangles in these blots/gels, as representative images, were used in Figures of the main Text. In the Fig. 1e: the levels of hippocampal NF-H protein in seipin-sKO mice (sKO) and seipin-nKO mice (nKO) were lower than those of WT mice. In the Fig. 2a: the levels of tau protein in hippocampus of seipin-sKO mice, seipin-nKO mice and seipin-aKO mice (aKO) were not altered. In the Fig. 2b: the levels of oligomer tau protein were increased in seipin-sKO mice and seipin-nKO mice. In the Fig. 2c: the levels of hippocampal tau phosphorylation at Thr212/Ser214 and Ser202/Thr205 were increased in seipin-sKO mice and seipin-nKO mic. In the Fig. 3a: the levels of PPARγ protein were decreased in hippocampus of seipin-sKO mice and seipin-nKO mice. In the Fig. 3b: the administration of PPARγ agonist rosiglitazone (rosi) for 7 days could correct the increased tau phosphorylation at Thr212/Ser214 and Ser202/Thr205 in seipin-sKO mice and seipin-nKO mice. In the Fig. 4a: seipin-sKO mice and seipin-nKO mice showed an increase in the GSK3β phosphorylation at Tyr21 and a decrease at Ser9, which were corrected by rosi. In the Fig. 4b: the treatment with AR-A014418 (AR) corrected the increased tau phosphorylation at Thr212/Ser214 and Ser202/Thr205 in seipin-nKO mice. In the Fig. 5a&5b: the phosphorylation of Akt and mTOR was elevated in seipin-sKO mice and seipin-nKO mice, which were corrected by rosi. In the Fig. 5c&5d: seipin-sKO mice and seipin-nKO mice showed a decrease in the ratio of LC3II/I and an elevation of p62 protein, which was rescued by the PI3K inhibitor LY294002 (LY) and mTOR inhibitor rapamycin (Rap), but not AR. In the Fig. 5e&5f: the administration of LY and Rap reduced the levels of oligomer tau protein and tau phosphorylation at Thr212/Ser214 and Ser202/Thr205 in seipin-nKO mice. In the Fig. 6c: the increased phosphorylation of JNK in seipin-sKO mice were corrected by treatment with rosi for 30 days. In the Fig. 6d: the P38 phosphorylation in seipin-sKO mice was not altered. In the Fig. 6e: the increased phosphorylation of tau at Ser396 in seipin-sKO mice was prevented by treatment with rosi for 30 days and the JNK inhibitor SP600125 (SP).
DOI: 10.17632/nbc75mj448
title: Data for: Multiscale image-based fractal characteristic of shale pore structure with implication to accurate prediction of gas permeability

description: This file contains all the detailed parameters of studied shale samples.
DOI: 10.17632/w8pv2cmfjx
title: Data for: Primed Mesenchymal Stem Cells Package Exosomes with Metabolites Associated with Immunomodulation

description: Metabolomics and lipidomics data associated with MSCs that have been primed with hypoxia (1% O2) and serum deprivation for 48 hours, as compared to MSC that have been classically cultured (20% FBS, atmospheric oxygen). Data also includes lipidomic and metabolomic data from exosomes derived from primed MSCs
DOI: 10.17632/ym798wy75g
title: Quantum-classical mechanics: Luminescence spectra in polymethine dyes and J-aggregates. Nature of the small Stokes shift_

description: Mathcad program files validating the results in figures 9-15.
DOI: 10.17632/52tt4dvrjy
title: Data for: A missing piece of the Papio puzzle: Gorongosa baboon phenostructure and intrageneric relationships

description: The sample comprises 363 cranial specimens (homologous three-dimensional [3D] landmark configurations representing the baboon craniofacial skeleton). The sample combines coordinate data obtained from two different sources: eight baboon skulls from Gorongosa National Park and a comparative sample of 355 baboon skulls from an earlier study conducted by Dunn et al. (2013). The eight baboon skulls from Gorongosa National Park were collected during the 2016 and 2017 fieldwork. The skulls were from naturally deceased and taphonomically-skeletonized individuals. The skulls were surface-scanned in three different views using a NextEngine Desktop 3D Scanner from NextEngine, Inc., operating with both laser and normal light. Each view was a 360º scan with 11 divisions. The geometric point resolution was set to 66 dots per inch (DPI). ScanStudio 2.0.2 software (NextEngine, Inc., 2006) was used to merge the view scans into a single-surface model. The surface models were imported into the Amira 5.5 software (Mercury Inc. USA). A set of 43 three-dimensional landmarks was digitized on each baboon craniofacial surface model. These 43 landmarks were selected from the configuration of landmarks used by Dunn et al. (2013). The comparative database corresponds to three hundred and fifty-five specimens with manually digitized coordinates from Dunn et al. (2013). In their database, specimens are grouped into one of the six commonly recognized species, with one subspecies identified for four individuals (P. ursinus griseipes). The database also included 318 geo-referenced specimens (274 geo-referenced specimens intersect with the 355 specimens labeled by species and sex). We subdivided P. cynocephalus into three subgroups by their geographic location: P. cynocephalus north (specimens located north of the Ruaha-Rufiji River in Central Tanzania; Zinner et al., 2015), P. cynocephalus south (specimens located south of the Ruaha-Rufiji River) and P. cynocephalus DRC (specimens located in the southern part of the Democratic Republic of Congo, labeled as P. cynocephalus Zaire in the database from Dunn et al. 2013), which is included in the distribution area of Kinda baboons. Two specimens labeled as P. ursinus and one specimen labeled as P. cynocephalus had geographic coordinates locating their origin in Gorongosa. Therefore, the specimens were divided into 10 groups, taking into account the six-species scheme, the subspecies P. ursinus griseipes, the mtDNA paraphyly of P. cynocephalus (grouping yellow baboons according to geographic location), and considering Gorongosa as an independent group.
DOI: 10.17632/dzyvrp7kfh
title: Flea and host species in different regions of four biogeographic realms

description: Presence/absence data on fleas and small mammalian hosts (Didelphimorphia, Soricomorpha, Erinaceomorpha, Afrosoricida, Macroscelidea, Rodentia and ochotonid Lagomorpha) in different regions of four biogeographic realms (14 regions in the Afrotropics, 20 regions in the Nearctic, 17 regions in the Neotropics and 28 regions in the Palearctic. Data are taken from published surveys.
DOI: 10.17632/cnbb4vsvbm
title: Bone Marrow Fibrosis of Adult Patients in Mexico

description: The role of bone marrow (BM) fibrosis on outcomes of children with acute lymphoblastic leukemia (ALL) has been described with inconsistent results, while in adults there is no information regarding its significance. Considering the poor outcomes of adult patients with ALL, the aim of this study was to describe the prognostic impact of BM fibrosis in this group of patients. We included 88 biopsies of 44 adult patients. Masson trichrome stain and grading of fibrosis by Bauermeister scale and volume of reticulin fibers was performed. Patients were classified in 3 groups: without fibrosis at diagnosis (Group 1), with fibrosis and reduction of volume of reticulin fibers &lt;50% (2) or ≥50% (3). At diagnosis 66% (n=29) had significant fibrosis with a median volume of reticulin fibers of 15.3% at diagnosis and 9.5% post-induction. Fibrosis at diagnosis had no impact over the outcomes, however, reduction of ≥50% of the volume of reticulin fibers after induction was associated with less induction failure (10% vs. 46%, p=.018), longer relapse free survival (12.1 months vs. 10.5 months, p=.037) and longer overall survival (28.3 months vs. 13.1 months, p=.028). To our knowledge, this is the first study to demonstrate that significant bone marrow fibrosis at diagnosis and its subsequent reduction is related to a better clinical outcome in adult patients with ALL.
DOI: 10.17632/hbkdvdhkjk
title: Induction of Rare Conformation of Oligosaccharide by Binding to Calcium-dependent Bacterial Lectin: X-ray Crystallography and Modelling Study

description: Parameters, inputs and trajectories for 600 ns molecular dynamics of Pseudomonas aeruginosa lectin LecB in complex with Lewis x tetrasaccharide using the most promising Setup4 (see the publication).
DOI: 10.17632/psspnxktr4
title: Test - DCM viewer Test - DCM viewer Test - DCM viewer Test - DCM viewer Test - DCM viewer Test - DCM viewer Test - DCM viewer Test - DCM viewer Test - DCM viewerTest - DCM viewerTest - DCM viewerTest - DCM viewer

description: Test DCM file viewer
DOI: 10.17632/sjsyw6cmfd
title: Predeformation of R260 rail steel

description: Predeformation of cylindrical test bars using an axial-torsion testing machine. Test bar dimensions given by drawing Material: Pearlitic R260 rail steel
DOI: 10.17632/2hfw99xz44
title: Distinguishing hashtags of the active and passive communities detected on the subject of vaccinations in Italy

description: The dataset reports the distinguishing hashtags of the active and passive communities detected on the subject of vaccinations in Italy in August 2018 on Twitter. Each worksheet refers to a different scenario (i.e., a different set of considered communities) and shows, for each hashtag in each community, the term frequency, and the term frequency ratio.
DOI: 10.17632/hhxhmfj93b
title: Data for: CH4 and CO2 Adsorption-Induced Deformation of Carbon Slit Pores with Implications for CO2 Sequestration and Enhanced CH4 Recovery

description: This data includes the original simulated results obtained from this work, with each of the worksheet named according to the Figures in the Manuscript.
DOI: 10.17632/hpjw93r7d4
title: Figures for: Energy-related emissions from commercial buildings: Comparing methods for quantifying temporal indirect emissions associated with electricity purchases

description: These are editable .fig files for the graphs presented in "Energy-related emissions from commercial buildings: Comparing methods for quantifying temporal indirect emissions associated with electricity purchases" (Fallahi 2018).
DOI: 10.17632/hwpts8srt9
title: Research data for Mapping and Definition of HLA Class I and II Serologic Epitopes Using an Unbiased Reverse Engineering Strategy

description: The description is in the paper "Mapping and Definition of HLA Class I and II Serologic Epitopes Using an Unbiased Reverse Engineering Strategy".
DOI: 10.17632/vrpb3dzknb
title: Dr

description: anti TPO positive test and decreased ovarean reserve
DOI: 10.17632/g5sr64kfk9
title: Data for: Comparative metabolite profiling of a metastatic and primary melanoma cell line using untargeted metabolomics: a case study

description: These data represent the core tandem mass spectra and qPCR reports supporting the manuscript: Comparative metabolite profiling of a metastatic and primary melanoma cell line using untargeted metabolomics: a case study
DOI: 10.17632/g8326zh34j
title: Data for: Contingent on Type: How the First Charter School Impacts District Academic Growth

description: This data includes average achievement scores and demographic information for all California districts from 2003 to 2018. It also includes information about the first through third directly funded and locally funded charters that opened within each district's boundaries.
DOI: 10.17632/3yr7yfh5g6
title: Data for: Structural and electronic anisotropy, negative Poisson's ratio, strain-sensitive Dirac-like cone in monolayer α-CSe: tailoring electronic properties
DOI: 10.17632/6mbjnw7kc6
title: Data for: "Replication of Mismatch Research: Ayres, Brooks, and Ho"

description: Panel data on some 27,000 students who entered American law schools in 1991. Codebook is Linda Wightman, User's Guide, LSAC National Longitudinal Data File (1999).
DOI: 10.17632/8p6j9dr7pr
title: Data for: Accounting for uncertainty in remotely-sensed measurements of river planform change

description: Codes for calculating uncertainty, autocorrelation, generating synthetic migration data for nondetect analysis, calculating and comparing results of MLE, KM, ROS.
DOI: 10.17632/dbzsn49kmg
title: The SUMO ligase Su(var)2-10 links piRNA-guided target recognition to chromatin silencing

description: Original gel and microscopy images
DOI: 10.17632/svmffpb8fj
title: Data for: Entrapment Minimalism: Shedding the 'No Reasonable Suspicion or Bona Fide Inquiry' Test

description: Dataset of reported entrapment cases (n=264) from all Canadian courts from January 1, 1989 to April 1, 2018
DOI: 10.17632/yxzr7dp9rv
title: Data for: Geochemical mapping of a paleo-subduction zone beneath the Troodos Ophiolite

description: TABLE S1. MAJOR (WT%) AND TRACE ELEMENT (PPM) COMPOSITION OF TROODOS GLASSES TABLE S1. MAJOR (WT%) AND TRACE ELEMENT (PPM) COMPOSITION OF GEOLOGICAL STANDARDS
DOI: 10.17632/7crc2k35xv
title: Data for: Asymmetry of affect in verbal irony understanding: What about the N400 and P600 components?
DOI: 10.17632/d95fvpfp3c
title: Data Structure

description: Innovation and macroeconomic data
DOI: 10.17632/gnknhxzj8k
title: Data for: What are the roles of taxon sampling and model fit in tests of cyto-nuclear discordance using avian mitogenomic data

description: The aligned dataset of all of the species included in Tamashiro et al. in a phylip formatted file. The tree files includes all trees in a nexus format. Comments in the file identify each tree.
DOI: 10.17632/grzm9gsk5d
title: Data for: Subjective Social Status is associated with compensation for large meals – a prospective pilot study

description: These files are the lunch food intake ("rawLunch" file), pre and post measure data, and meals consumed outside the lab recorded by remote food photography for this study.
DOI: 10.17632/nw525hdwkb
title: Data for: Dielectric properties of multi-layer nanocomposites SiOx/ZrO2 after high temperature annealing

description: Measurement data for all Figures
DOI: 10.17632/rkmkcswzbd
title: Data for: Ductility demand of bilinear hysteretic system with large post-yield stiffness: Spectral model and application in the seismic design of dual-systems

description: 1. Supplementary Material 1 _ Earthquake Record Database 2. Supplementary Material 2 _ Selected Earthquake Record 3. Supplementary Material 3 _ Coefficients in Eq.(2) and Eq.(3)
DOI: 10.17632/27bk5pb9g6
title: Data for: Temperature differentials in glazed façade spandrels based on aesthetical features to support early-stage design for thermal shock

description: Data for three locations (London, Mumbai, New York) on calculated yearly glass temperatures for a back insulated glazed spandrel