cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.4129329
title: Quantifying monolayer cell migration sample dataset

description: The sample data to use with the Quantifying monolayer cell migration chapter of the 'Bioimage Data Analysis Workflows - Advanced Components and Methods' Neubias textbook.
DOI: 10.5281/zenodo.4129587
title: Quantifying monolayer cell migration sample dataset

description: The sample data to use with the Quantifying monolayer cell migration chapter of the 'Bioimage Data Analysis Workflows - Advanced Components and Methods' Neubias textbook.
DOI: 10.6084/m9.figshare.13139648
title: R0312_20191112a_videos

description: Rat 0312, skilled reaching data collected in Leventhal laboratory by Alexandra Bova
DOI: 10.6084/m9.figshare.13139648.v1
title: R0312_20191112a_videos

description: Rat 0312, skilled reaching data collected in Leventhal laboratory by Alexandra Bova
DOI: 10.5281/zenodo.4129766
title: Supplementary Table

description: List of genes for which expression values were obtained through RNA-seq for NEM316 at exponential growth phase.
DOI: 10.5281/zenodo.4129765
title: Supplementary Table

description: List of genes for which expression values were obtained through RNA-seq for NEM316 at exponential growth phase.
DOI: 10.6084/m9.figshare.13135886.v1
title: Arxiv Grid match

description: arXiv papers matched to institutes, locations and their attributes via GRID, the Global Research Identifier. Note that this file is zipped.<br>More information in the metadata.
DOI: 10.21227/mh2a-ze38
title: A Multispectral Light Field Dataset for Light Field Deep Learning

description: Deep learning undoubtedly has had a huge impact on the computer vision community in recent years. In light field imaging, machine learning-based applications have significantly outperformed their conventional counterparts. Furthermore, multi- and hyperspectral light fields have shown promising results in light field-related applications such as disparity or shape estimation. Yet, a multispectral light field data\-set, enabling data-driven approaches, is missing. Therefore, we propose a new synthetic multispectral light field dataset with depth and disparity ground truth. The dataset consists of a training, validation and test dataset, containing light fields of randomly generated scenes, as well as a challenge dataset rendered from hand-crafted scenes enabling detailed performance assessment.
DOI: 10.21227/2sxr-2p87
title: A Multispectral Light Field Dataset for Light Field Deep Learning

description: Deep learning undoubtedly has had a huge impact on the computer vision community in recent years. In light field imaging, machine learning-based applications have significantly outperformed their conventional counterparts. Furthermore, multi- and hyperspectral light fields have shown promising results in light field-related applications such as disparity or shape estimation. Yet, a multispectral light field data\-set, enabling data-driven approaches, is missing. Therefore, we propose a new synthetic multispectral light field dataset with depth and disparity ground truth. The dataset consists of a training, validation and test dataset, containing light fields of randomly generated scenes, as well as a challenge dataset rendered from hand-crafted scenes enabling detailed performance assessment.
DOI: 10.17632/sj8vtpvk5j.5
title: Data for: Antiulcerogenic effects of Celosia trigyna plant extracts on ethanol-induced gastric ulcer in adult Wistar rats

description: NMR data for isolated compounds.
DOI: 10.21227/y9a1-ct40
title: A Multispectral Light Field Dataset for Light Field Deep Learning

description: Deep learning undoubtedly has had a huge impact on the computer vision community in recent years. In light field imaging, machine learning-based applications have significantly outperformed their conventional counterparts. Furthermore, multi- and hyperspectral light fields have shown promising results in light field-related applications such as disparity or shape estimation. Yet, a multispectral light field data\-set, enabling data-driven approaches, is missing. Therefore, we propose a new synthetic multispectral light field dataset with depth and disparity ground truth. The dataset consists of a training, validation and test dataset, containing light fields of randomly generated scenes, as well as a challenge dataset rendered from hand-crafted scenes enabling detailed performance assessment.
DOI: 10.21227/17sz-9x11
title: A Multispectral Light Field Dataset for Light Field Deep Learning

description: Deep learning undoubtedly has had a huge impact on the computer vision community in recent years. In light field imaging, machine learning-based applications have significantly outperformed their conventional counterparts. Furthermore, multi- and hyperspectral light fields have shown promising results in light field-related applications such as disparity or shape estimation. Yet, a multispectral light field data\-set, enabling data-driven approaches, is missing. Therefore, we propose a new synthetic multispectral light field dataset with depth and disparity ground truth. The dataset consists of a training, validation and test dataset, containing light fields of randomly generated scenes, as well as a challenge dataset rendered from hand-crafted scenes enabling detailed performance assessment.
DOI: 10.17632/kc73bnzgh6.1
title: SIL+CdCl2+EtOH

description: The data sets show investigations into the effects of Silymarin (SIL) on testicular function and oxidative stress status of ethanol (EtOH) and cadmium chloride (CdCl2) treated rats. Sixty-six (66) adult male Wistar rats were randomly divided into 6 groups of equal animals, which includes control and experimental groups receiving SIL; EtOH; CdCl2; EtOH + SIL and CdCl2 + SIL. EtOH and CdCl2 caused significant decrease in sperm count, progressive motility, normal sperm cells and serum testosterone. There was also a significant reduction in superoxide dismutase, catalase and glutathione peroxidase levels while significant (p&lt;0.05) increase in malonaldehyde (MDA) was observed in EtOH and CdCl2 treated rats. SIL consumption decreased the lipid peroxidation and increased testicular enzymatic antioxidants in the EtOH and CdCl2 treated rats. Semen parameters and testosterone in EtOH and CdCl2 treated rats were ameliorated following SIL consumption.
DOI: 10.17632/cdrj2vrv8f.1
title: SUPERTAM_HGU133A Gene Set Enrichment Analysis (GSEA) in term of lymph node and distant metastasis

description: Background Lymph node status is generally considered as one of the best prognostic factors in breast cancer. However, association between nodal and distant metastasis is not straightforward. Here we analyze differences between molecular mechanisms responsible for nodal and distant metastasis, and the impact of molecular subtype on this association. Methods We use SUPERTAM_HGU133A cohort of 836 patients with full microarray data available. Logistic regression evaluates distant metastasis risk, and Gene Set Enrichment Analysis (GSEA) is used to identify molecular mechanisms targetable in the key clinical scenarios. Results GSEA shows different molecular background for lymph node and distant metastasis and unique patterns of deregulated molecular processes in tumors of four breast cancer subtypes. Risk of distant metastasis in node positive luminal A patients is strong in SUPERTAM_HGU133A (OR: 2.401, CI: 1.316-4.380) dataset. For luminal A tumors, nodal positivity is associated with enrichment of NF-κB and Src, while distant metastasis is associated with strong mechanisms of cell cycle regulation, thrombolysis, DNA-repair, and immune response. Based on GSEA results, we select panels of promising inhibitors applicable for the key clinical scenarios depending on lymph node status that are currently being tested in vitro, in vivo, or in clinical trials. Conclusions Potential molecular targets are different for nodal and distant metastasis in breast cancer and are highly variable among different molecular subtypes. Panels of inhibitors have potential to improve the outcome of luminal A breast cancer patients based on lymph node status. We hope that further clinical trials have potential to translate the current knowledge from the laboratory to an improved treatment of breast cancer patients.
DOI: 10.17632/npnfntz3kp.1
title: GOES-16 SST: cloud correction and gap filled for observation of upwelling in the MAB

description: This cloud correction method applied to GOES-16 hourly SST to cloud correct and retaining upwelling pixels in the MAB. The Quality Filter (DQF) provided by GOES consistently removed coastal upwelling pixels along the coast of New Jersey and Delaware. This Spike Filter method was applied to hourly GOES SST for the summer of 2019 and increased SST coverage in the MAB coastal region by ~15% and maintained an acceptable accuracy when validated to regional buoy SST. This includes a 1. rate of SST change 2. minimum SST threshold 3. comparison to recent SST and 4. SST bias correction. This cloud corrected SST was then gap-filled using DINEOF and compared to other available SST products.
DOI: 10.17632/dtcrjtp6cd.2
title: Yzh psy

description: Cyber psychology
DOI: 10.17632/v5sk3zw28p.1
title: Corumbatai Isotopic Data Set - Precipitation and Groundwater

description: This data set encompasses isotopic data from precipitation collected on monthly basis in Rio Claro site (2013-2018), as well as groundwater isotopic data collected in an unconfined aquifer (Rio Claro aquifer) from 2013 to 2017. Isotopic compositions were reported as ‰ relative to Vienna Standard Mean Ocean Water (VSMOW), was conducted using a water isotope analyzer (Los Gatos Research Inc., USA) at the Hydrogeology and Hydrochemistry Laboratory of the Department of Applied Geology of IGCE/UNESP. The secondary standards were: USGS-45 (δ2H = −10.3‰, δ18O = −2.24‰), USGS-46 (δ2H = −236.0‰, δ18O = −29.80‰), and river water (Cachoeira de Emas-CE) (δ2H = −36.1‰, δ18O = −5,36‰). USGS standards were used to normalize the results to the VSMOW2-SLAP2 scale, while CE was used as a quality control and drift control standard. The analytical precision was: ± 1.2 ‰ (1σ) for δ2H and ± 0.2 ‰ (1σ) for δ18O.
DOI: 10.17632/k9v34n2fpr.1
title: Supplementary Figure 1. Percentage of providers offering video visits in April 2020.

description: Cities are ranked in order of highest to lowest dermatologist density from left to right.
DOI: 10.17632/ptmr5ggz74.1
title: Lattice Structures Compression Test

description: The data contain load curves for compression tests of lattice structures manufactured by SLM of two types with sample sizes 8x8x8 and 12x12x12 mm. Compression was carried out along Z (building direction) and X - perpendicular to it. In each direction 8 samples of each type were tested.
DOI: 10.17632/c5zynpg9rx.1
title: referensi 1

description: kajian u-turn terhadap kemacetan kota bandar lampung oleh Indra Dharmawan, Weka. 2013
DOI: 10.17632/jkcjdyv5p7.1
title: International Survey of Climate Activists (2019)

description: Questionnaire and response data from a convenience sample of self-identifying climate activists; n=368 individuals across 66 countries in late 2019.
DOI: 10.17632/m7rdpx5b3z.9
title: Data for: A global synthesis reveals the change of coral carbon isotopic response to anthropogenic Suess effect since around 2000s
DOI: 10.17632/j448jgx6p2.3
title: ErdoWatch - RTE Speeches 2014-2020 (COMPLETE VERSION)

description: Word count and word frequency count of Erdogan's speeches between 2014-2020
DOI: 10.17632/63t36dcg7s.1
title: Drug Induced Acanthosis Nigricans

description: Dataset of the Koh et al algorithm for adverse drug reaction causality, applied to the drugs inducing acanthosis nigricans.
DOI: 10.17632/xydn47yw35.1
title: Dualidad de la Partícula Optica y Acustica 1420

description: Se consultaran libros de la biblioteca UNAM para aportar ala investigación del el proyecto de la Dualidad de la partícula para la clase de Optica y Acustica del grupo 1420
DOI: 10.17632/gp5g66btpr.1
title: Single repeated contact ice charging

description: Charge transfer in single, repeated collision of ice surfaces. An experimental study of the charging of colliding ice surfaces replicates in part a study (Mason & Dash, 2000, https://doi.org/10.1029/2000JD900104) in which there was qualitative agreement with a prediction of Baker and Dash, (1989, https://doi.org/10.1016/0022-0248(89)90581-2 1994, https://doi.org/10.1029/93JD01633) based on the proposal by Turner and Stow (1984, https://doi.org/10.1080/01418618408236549). However, the magnitude (a few picoCoulombs) of the transferred charge observed by Mason and Dash (2000) was considerably greater, raising doubt that the mechanism of charge transfer is solely a surface-layer effect. The current study examined charge transfer in single collisions between an ice pellet and an ice sheet (instead of two flat surfaces) and its dependence on the common temperature, saturation and environmental pressure. The polarity was consistent with the earlier results in that the more-rapidly growing particle charged positively. The magnitude (also a few picoCoulombs) of the charge transferred increased slightly over an even greater range of temperature (235K to 268K). The sign of the charge transfer is explicable in terms of the relative growth-rate of the contacting surfaces. This result (with surfaces at a common temperature) provides quantitative confirmation of that earlier work (where temperature differentials existed) without the need for postulating (Dash et al, 2001, https://doi.org/10.1029/2001JD900109) collisional melting. It is inferred that the charge is carried in mass transferred between the colliding surfaces, supporting the conjecture by Dash et al (2006, https://doi.org/10.1103/RevModPhys.78.695) that the mass transfer can be driven by differences in curvature, and contradicting the proposition by Baker and Nelson (2002, https://doi.org/10.1016/S1631-0705(02)01408-1) that the transfer between different shapes would be driven from sharp to flat surfaces.
DOI: 10.17632/gngxk9mjkm.1
title: Neutrophil depletion does not alter the immune infiltrate of COX-2-competent and deficient tumors

description: Data related to Figure 1 and Figure S3. Tumor weight, total leukocyte, neutrophil, NK cell, monocyte, TAM, CD11c+ MHCII+ cell and cDC1 frequencies in melanoma tumors four days after tumor cell implantation into mice depleted of GR-1+ cells.
DOI: 10.17632/5grmnmsjsx.1
title: LINF_010011600

description: metallo-peptidase - Clan ME - Family M16
DOI: 10.17632/3snr7g9cvx.1
title: A simple and fast hole detection algorithm for triangulated surfaces

description: Datasets associated with this paper such as geometries used are shared here.
DOI: 10.17632/t25w5k2zp2.1
title: LINF_010011500

description: HSP70.a
DOI: 10.17632/j5pnnd7fkk.1
title: LINF_010011400

description: hypothetical protein - conserved
DOI: 10.17632/bkrpczfhfm.1
title: LINF_010011300

description: hypothetical protein - conserved
DOI: 10.17632/7pr9hjfxhb.2
title: Renewable energy, non-renewable energy and sustainable development: Evidence from OECD countries

description: Datasets for Renewable energy and sustainable development: Evidence from OECD countries
DOI: 10.5519/qd.vps05oj9
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (4741 records)
DOI: 10.6084/m9.figshare.13139981
title: Antagonistic activity of soil born bacteria against the isolates BS1 and BS2

description: Antagonistic activity of soil born bacteria against the isolates BS1 and BS2 (40µl/disc, at a concentration of 10<sup>8 </sup>cells/ml)
DOI: 10.6084/m9.figshare.13139981.v1
title: Antagonistic activity of soil born bacteria against the isolates BS1 and BS2

description: Antagonistic activity of soil born bacteria against the isolates BS1 and BS2 (40µl/disc, at a concentration of 10<sup>8 </sup>cells/ml)
DOI: 10.5281/zenodo.4041430
title: Density responses of lesser-studied carnivores to habitat and management strategies in southern Tanzania's Ruaha-Rungwa landscape

description: Study using camera trapping and Spatially Explicit Capture-Recapture (SECR) to provide baseline status estimates for population densities of serval, striped hyaena and aardwolf in the Ruaha-Rungwa landscape and to assess the impact of habitat, management strategies and levels of anthropogenic impact on their population densities.
DOI: 10.5281/zenodo.4041429
title: Density responses of lesser-studied carnivores to habitat and management strategies in southern Tanzania's Ruaha-Rungwa landscape

description: Study using camera trapping and Spatially Explicit Capture-Recapture (SECR) to provide baseline status estimates for population densities of serval, striped hyaena and aardwolf in the Ruaha-Rungwa landscape and to assess the impact of habitat, management strategies and levels of anthropogenic impact on their population densities.
DOI: 10.5517/ccdc.csd.cc22yzvw
title: CCDC 1935449: Experimental Crystal Structure Determination

description: Related Article: Kristaps Leškovskis, Krista Gulbe, Anatoly Mishnev, Māris Turks|2020|Tetrahedron Lett.|61|152528|doi:10.1016/j.tetlet.2020.152528
DOI: 10.17632/sj8vtpvk5j.6
title: Data for: Antiulcerogenic effects of Celosia trigyna plant extracts on ethanol-induced gastric ulcer in adult Wistar rats

description: NMR data for isolated compounds.
DOI: 10.21227/9kp5-1j38
title: Baseline RF

description: This is a baseline model. It's autoregression random forest predicting a monthly usage based on the previous monthly value and month number.Training was done on the data where the energy consumption was greater than 0 for two months.
DOI: 10.5281/zenodo.3979589
title: The Influence of Glacial Cover on Riverine Silicon and Iron Exports in Chilean Patagonia

description: Data linked to manuscript 'The Influence of Glacial Cover on Riverine Silicon and Iron Export in Chilean Patagonia; <em>Global Biogeochemical Cycles</em>'
DOI: 10.5281/zenodo.3979588
title: The Influence of Glacial Cover on Riverine Silicon and Iron Exports in Chilean Patagonia

description: Data linked to manuscript 'The Influence of Glacial Cover on Riverine Silicon and Iron Export in Chilean Patagonia; <em>Global Biogeochemical Cycles</em>'
DOI: 10.5281/zenodo.4129846
title: Quantifying monolayer cell migration sample dataset

description: The sample data to use with the Quantifying monolayer cell migration chapter of the 'Bioimage Data Analysis Workflows - Advanced Components and Methods' Neubias textbook.
DOI: 10.6084/m9.figshare.13139690
title: JARVIS-ML-CFID-AFLOW-1

description: JARVIS-DFT
DOI: 10.25919/5f9591b08e6eb
title: Parkes observations for project P595 semester 2020APRS_22

description: We propose to continue the PULSE@Parkes project in which high school students from Australia and around the World use the Parkes radio telescope in a remote observing model to observe and analyse pulsar data. The data from some PULSE@Parkes observations are used to support the FERMI Gamma ray mission, other observations supplement the P456 Pulsar Timing Array project and the remainder were chosen in order to make a detailed analysis of pulsar timing irregularities and intermittency.
DOI: 10.6084/m9.figshare.13139951
title: R0312_20191127a_videos

description: Rat 0312, skilled reaching data collected in Leventhal laboratory by Alexandra Bova
DOI: 10.6084/m9.figshare.13139951.v1
title: R0312_20191127a_videos

description: Rat 0312, skilled reaching data collected in Leventhal laboratory by Alexandra Bova
DOI: 10.6084/m9.figshare.13139702
title: R0312_20191126a_videos

description: Rat 0312, skilled reaching data collected in Leventhal laboratory by Alexandra Bova
DOI: 10.6084/m9.figshare.13139702.v1
title: R0312_20191126a_videos

description: Rat 0312, skilled reaching data collected in Leventhal laboratory by Alexandra Bova
DOI: 10.21227/k3ts-wc26
title: Baseline2b

description: Simplistic data imputation based on yearly average per smartmeter. Same as baseline 2, but using linearly interpolated data.
DOI: 10.6084/m9.figshare.13140023
title: JVASP-67677 to JVASP-68561

description: JARVIS-DFT
DOI: 10.6084/m9.figshare.13140023.v1
title: JVASP-67677 to JVASP-68561

description: JARVIS-DFT
DOI: 10.5281/zenodo.4130065
title: Posterior samples of a dynamical fit for planetary system HD128311

description: This dataset contains the posterior samples from a dynamical fit of the multi-planetary system HD128311. See https://doi.org/10.1093/mnrasl/slu202 for a description of the fit. The dataset is one numpy array, consisting of 500 walkers 1250 generations 3 bodies (1 star + 2 planets) 7 parameters per body (mass, x, y, z, vx, vy, vz)
description: {"references": ["Dataset associated with Rein 2015 (https://doi.org/10.1093/mnrasl/slu202)"]}
DOI: 10.5281/zenodo.4130064
title: Posterior samples of a dynamical fit for planetary system HD128311

description: This dataset contains the posterior samples from a dynamical fit of the multi-planetary system HD128311. See https://doi.org/10.1093/mnrasl/slu202 for a description of the fit. The dataset is one numpy array, consisting of 500 walkers 1250 generations 3 bodies (1 star + 2 planets) 7 parameters per body (mass, x, y, z, vx, vy, vz)
description: {"references": ["Dataset associated with Rein 2015 (https://doi.org/10.1093/mnrasl/slu202)"]}
DOI: 10.21227/219r-kr32
title: Pulmonary lobe segmentation of COVID-19 CT scans

description: We chose 8 publicly available CT volumes of COVID-19 positive patients which were available from https://doi.org/10.5281/zenodo.3757476 and used 3D slicer to generate volumetric annotations of 512*512 dimension for 5 lung lobes namely right upper lobe, right middle lobe, right lower lobe, left upper lobe and left lower lobe. These annotations are validated by a radiologist with over 15 years of experience.
DOI: 10.6084/m9.figshare.13140128
title: Data and scripts from manuscript Carmona et al. 2020. In review in Nature

description: Data includes the average trait values at the species level for six aboveground traits (Above_traits.txt), four fine-root traits (Root_traits.txt), information on woodiness at the species level (woodiness_1218sp.txt), taxonomical information for the species (Above_taxonomy.txt), information about the biomes in which species are present (biomes_1218sp.txt), and information about the average temperature and precipitation in each biome (Climate_biomes.rds).The R material includes nine scripts to replicate the analyses and main figures from the manuscript, and a script (00_All analyses.R) that can be executed to perform all these analyses in the correct order.
DOI: 10.6084/m9.figshare.13140128.v1
title: Data and scripts from manuscript Carmona et al. 2020. In review in Nature

description: Data includes the average trait values at the species level for six aboveground traits (Above_traits.txt), four fine-root traits (Root_traits.txt), information on woodiness at the species level (woodiness_1218sp.txt), taxonomical information for the species (Above_taxonomy.txt), information about the biomes in which species are present (biomes_1218sp.txt), and information about the average temperature and precipitation in each biome (Climate_biomes.rds).The R material includes nine scripts to replicate the analyses and main figures from the manuscript, and a script (00_All analyses.R) that can be executed to perform all these analyses in the correct order.
DOI: 10.21227/x9ez-rw52
title: Pulmonary lobe segmentation of COVID-19 CT scans

description: We chose 8 publicly available CT volumes of COVID-19 positive patients which were available from https://doi.org/10.5281/zenodo.3757476 and used 3D slicer to generate volumetric annotations of 512*512 dimension for 5 lung lobes namely right upper lobe, right middle lobe, right lower lobe, left upper lobe and left lower lobe. These annotations are validated by a radiologist with over 15 years of experience.
DOI: 10.5519/qd.7pgn1j4u
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1 records)
DOI: 10.34740/kaggle/dsv/1592131
title: YouTube Trending Video Dataset (updated daily)
DOI: 10.6084/m9.figshare.13140176
title: Database: Systematic review of preclinical studies on Neu

description: Database: Systematic review of preclinical studies on the neutrophils