cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.13118417
title: Solving sampling bias problems in presence-absence or presence-only species data using zero-inflated models

description: R code and data used in the manuscript "Solving sampling bias problems in presence-absence or presence-only species data using zero-inflated models".
DOI: 10.6084/m9.figshare.13118417.v1
title: Solving sampling bias problems in presence-absence or presence-only species data using zero-inflated models

description: R code and data used in the manuscript "Solving sampling bias problems in presence-absence or presence-only species data using zero-inflated models".
DOI: 10.6084/m9.figshare.13118429
title: Supplemental Table 1 5919.xlsx

description: dFCMs and cFCMs at different days of differentiation
DOI: 10.21227/bjka-b906
title: Emotional message-exchanges during 18 crisis events

description: This dataset is a directed network that represents a direct message exchange among Twitter users during eighteen crisis events. The dataset comprises 645,339 unique user IDs and 1,396,709 edges that are labeled with respect to Plutchik's basic emotions (anger, fear, sadness, disgust, joy, trust, anticipation, and surprise) or "neutral" (if a tweet conveys no emotion).
DOI: 10.21227/g2h6-z814
title: Emotional message-exchanges during 18 crisis events

description: This dataset is a directed network that represents a direct message exchange among Twitter users during eighteen crisis events. The dataset comprises 645,339 unique user IDs and 1,396,709 edges that are labeled with respect to Plutchik's basic emotions (anger, fear, sadness, disgust, joy, trust, anticipation, and surprise) or "neutral" (if a tweet conveys no emotion).
DOI: 10.21227/zxh2-cn14
title: Emotional message-exchanges during 18 crisis events

description: This dataset is a directed network that represents a direct message exchange among Twitter users during eighteen crisis events. The dataset comprises 645,339 unique user IDs and 1,396,709 edges that are labeled with respect to Plutchik's basic emotions (anger, fear, sadness, disgust, joy, trust, anticipation, and surprise) or "neutral" (if a tweet conveys no emotion).
DOI: 10.21227/609v-nd11
title: Emotional message-exchanges during 18 crisis events

description: This dataset is a directed network that represents a direct message exchange among Twitter users during eighteen crisis events. The dataset comprises 645,339 unique user IDs and 1,396,709 edges that are labeled with respect to Plutchik's basic emotions (anger, fear, sadness, disgust, joy, trust, anticipation, and surprise) or "neutral" (if a tweet conveys no emotion).
DOI: 10.21227/2bac-5q93
title: Model2.1

description: KNN + avg temp. 10NN.Scaled
DOI: 10.21227/9edm-2a50
title: Model2.0

description: KNN simple
DOI: 10.17632/5kjc95j8f9.1
title: Data for: Deposition and diagenesis of the Early Permian volcanic-related alkaline playa-lake dolomitic shales, NW Junggar Basin, NW China

description: Table S1 X-ray diffraction results of samples collected from the dolomitic intervals of boreholes in the northeast slope of the Mahu Sag, Junggar Basin
DOI: 10.6084/m9.figshare.13118441
title: PKA Kinase Assay Results

description: Results of a PKA kinase assay
DOI: 10.6084/m9.figshare.13118441.v1
title: PKA Kinase Assay Results

description: Results of a PKA kinase assay
DOI: 10.6084/m9.figshare.13118435.v1
title: ctx_wf_traces.mat

description: Simultaneous widefield imaging and neuropixels electrophysiology in tetO;GC6s mice
DOI: 10.6084/m9.figshare.13118435
title: ctx_wf_traces.mat

description: Simultaneous widefield imaging and neuropixels electrophysiology in tetO;GC6s mice
DOI: 10.6084/m9.figshare.13118477.v1
title: MST2 Kinase Assay Results

description: MST2 kinase assay
DOI: 10.6084/m9.figshare.13118477
title: MST2 Kinase Assay Results

description: MST2 kinase assay
DOI: 10.5281/zenodo.3979485
title: Data for Publication "Prevalence of Cranial Trauma in Eurasian Upper Paleolithic Humans"

description: Data for Publication: J. Beier, N. Anthes, J. Wahl, K. Harvati, Prevalence of Cranial Trauma in Eurasian Upper Paleolithic Humans. <em>American Journal of Physical Anthropology</em>. DOI: 10.1002/ajpa.24163
description: See publication for definitions of the different variables. "Trauma_full" is the full trauma dataset as used in the analyses presented in the main text (models 1.1 to 4.2), "trauma_reduced" is the reduced trauma dataset as used in the analyses presented in the supplements (models 1.1-b to 4.2-b).
DOI: 10.5281/zenodo.3979484
title: Data for Publication "Prevalence of Cranial Trauma in Eurasian Upper Paleolithic Humans"

description: Data for Publication: J. Beier, N. Anthes, J. Wahl, K. Harvati, Prevalence of Cranial Trauma in Eurasian Upper Paleolithic Humans. <em>American Journal of Physical Anthropology</em>. DOI: 10.1002/ajpa.24163
description: See publication for definitions of the different variables. "Trauma_full" is the full trauma dataset as used in the analyses presented in the main text (models 1.1 to 4.2), "trauma_reduced" is the reduced trauma dataset as used in the analyses presented in the supplements (models 1.1-b to 4.2-b).
DOI: 10.6084/m9.figshare.13118483
title: LATS1 Kinase Assay Results

description: LATS1 kinase assay
DOI: 10.6084/m9.figshare.13118483.v1
title: LATS1 Kinase Assay Results

description: LATS1 kinase assay
DOI: 10.6084/m9.figshare.13118081
title: Preventable Deaths: PFD reports

description: This data was collected using a web scrape of the UK's Courts and Judiciary Website (https://www.judiciary.uk/subject/prevention-of-future-deaths/) as discussed in our publication here (https://www.nature.com/articles/d41586-020-02558-0), and the scrape is available here: https://github.com/georgiarichards/georgiarichards.github.io <br>We have a number of active research projects that are systematically analysing this data, including an assessment of suicides, and deaths from opioids and cardiovascular disease. <br><br>If using this data, please reach out to us at georgia.richards@kellogg.ox.ac.uk
DOI: 10.15482/usda.adc/1520125
title: Mortality data of navel orangeworm, Amyelois transitella, in response to nitric oxide fumigation treatment
DOI: 10.5281/zenodo.4110366
title: cweibel2018/More_adapted_species_have_higher_SD: Preprint code

description: Data and code for https://www.biorxiv.org/content/10.1101/2020.10.15.341313v1 Includes raw data subsets from Phylostratigraphy Database published by https://www.biorxiv.org/content/10.1101/2020.03.26.010728v1
DOI: 10.5281/zenodo.4110365
title: cweibel2018/More_adapted_species_have_higher_SD: Preprint code

description: Data and code for https://www.biorxiv.org/content/10.1101/2020.10.15.341313v1 Includes raw data subsets from Phylostratigraphy Database published by https://www.biorxiv.org/content/10.1101/2020.03.26.010728v1
DOI: 10.5066/p9tk3kfe
title: Peak-flow frequency analyses for 11 selected streamgages in Jefferson County, Montana, based on data through water year 2017 (ver. 1.1, September 2019)

description: The USGS Wyoming-Montana Water Science Center (WY-MT WSC) completed a report (Sando and McCarthy, 2018) documenting methods for peak-flow frequency analysis following implementation of the Bulletin 17C guidelines. The methods are used to provide estimates of peak-flow quantiles for 50-, 42.9-, 20-, 10-, 4-, 2-, 1-, 0.5-, and 0.2-percent annual exceedance probabilities (AEPs) for selected streamgages operated by the WY-MT WSC. This data release presents peak-flow frequency analyses for 11 selected streamgages in Jefferson County, Montana, that were based on methods described by Sando and McCarthy (2018). Sando, S.K., and McCarthy, P.M., 2018, Methods for peak-flow frequency analysis and reporting for streamgages in or near Montana based on data through water year 2015: U.S. Geological Survey Scientific Investigations Report 2018-5046, 39 p., https://doi.org/10.3133/sir20185046.
DOI: 10.21227/swdx-h130
title: Emotional message-exchanges during 18 crisis events

description: This dataset is a directed network that represents a direct message exchange among Twitter users during eighteen crisis events. The dataset comprises 645,339 unique user IDs and 1,396,709 edges that are labeled with respect to Plutchik's basic emotions (anger, fear, sadness, disgust, joy, trust, anticipation, and surprise) or "neutral" (if a tweet conveys no emotion).
DOI: 10.5519/qd.mgrttdq3
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (76 records)
DOI: 10.21227/j9gj-5w47
title: Emotional message-exchanges during 18 crisis events

description: This dataset is a directed network that represents a direct message exchange among Twitter users during eighteen crisis events. The dataset comprises 645,339 unique user IDs and 1,396,709 edges that are labeled with respect to Plutchik's basic emotions (anger, fear, sadness, disgust, joy, trust, anticipation, and surprise) or "neutral" (if a tweet conveys no emotion).
DOI: 10.17632/ycxws4568r.1
title: Data for: Deterministic matrix-based radiative design using a new general formulation of exergy and exergy efficiency for hybrid solar collectors

description: Calculation files of the article: Deterministic matrix-based radiative design using a new general formulation of exergy and exergy efficiency for hybrid solar collectors
DOI: 10.17632/7jbpnxx967.1
title: Data for: Deterministic matrix-based radiative design using a new general formulation of exergy and exergy efficiency for hybrid solar collectors

description: N/A
DOI: 10.5517/cc5zlwl
title: CCDC 178370: Experimental Crystal Structure Determination

description: Related Article: Wei Meilin, Liu Yinghong, Guo Dongjie, Wang Jing Ping|2003|Huaxue Yanjiu Yu Yingyong|14|22|
description: Related Article: Mei-lin Wei, Ying-hong Liu, Dong-jie Guo, Jing-ping Wang|2003|Huaxue Yanjiu|14|22-4|
DOI: 10.21227/rz9w-x707
title: Model9b

description: More epoch
DOI: 10.21227/rf4g-b323
title: Model2.2

description: KNN sum features.
DOI: 10.21227/nnms-te61
title: AURORA, A multi sensor dataset for robotic ocean exploration

description: The current maturity of autonomous underwater vehicles (AUVs) has made their deployment practical and cost-effective, such that many scientific, industrial and military applications now include AUV operations. However, the logistical difficulties and high costs of operating at-sea are still critical limiting factors in further technology development, the benchmarking of new techniques and the reproducibility of research results. To overcome this problem, we present a freely available dataset suitable to test control, navigation, sensor processing algorithms and others tasks. This dataset combines AUV navigation data, side-scan sonar, multibeam echosounder data and seafloor camera image data, and associated sensor acquisition meta-data to provide a detailed characterisation of surveys carried out by the National Oceanography Centre (NOC) in the Greater Haig Fras Marine Conservazion Zone (MCZ) of the U.K in 2015.
DOI: 10.21227/aegz-tx52
title: AURORA, A multi sensor dataset for robotic ocean exploration

description: The current maturity of autonomous underwater vehicles (AUVs) has made their deployment practical and cost-effective, such that many scientific, industrial and military applications now include AUV operations. However, the logistical difficulties and high costs of operating at-sea are still critical limiting factors in further technology development, the benchmarking of new techniques and the reproducibility of research results. To overcome this problem, we present a freely available dataset suitable to test control, navigation, sensor processing algorithms and others tasks. This dataset combines AUV navigation data, side-scan sonar, multibeam echosounder data and seafloor camera image data, and associated sensor acquisition meta-data to provide a detailed characterisation of surveys carried out by the National Oceanography Centre (NOC) in the Greater Haig Fras Marine Conservazion Zone (MCZ) of the U.K in 2015.
DOI: 10.21227/7xrv-hz53
title: AURORA, A multi sensor dataset for robotic ocean exploration

description: The current maturity of autonomous underwater vehicles (AUVs) has made their deployment practical and cost-effective, such that many scientific, industrial and military applications now include AUV operations. However, the logistical difficulties and high costs of operating at-sea are still critical limiting factors in further technology development, the benchmarking of new techniques and the reproducibility of research results. To overcome this problem, we present a freely available dataset suitable to test control, navigation, sensor processing algorithms and others tasks. This dataset combines AUV navigation data, side-scan sonar, multibeam echosounder data and seafloor camera image data, and associated sensor acquisition meta-data to provide a detailed characterisation of surveys carried out by the National Oceanography Centre (NOC) in the Greater Haig Fras Marine Conservazion Zone (MCZ) of the U.K in 2015.
DOI: 10.25934/00005093.1
title: IPD datapackage for study 'A Phase 3b, Prospective, Randomized, Open-label, Blind Evaluator (PROBE) Study Evaluating the Efficacy and Safety of (LMW) Heparin/Edoxaban Versus Dalteparin in Venous Thromboembolism Associated With Cancer' included in Research Request: 'Dummy Request for Study NCT02073682 w/new age bands'

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.25934/00006109
title: Data request to reload study NCT02073682 w/new age bands

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.34740/kaggle/dsv/1574994
title: YouTube Trending Video Dataset (updated daily)
DOI: 10.26272/opus4-51169
title: Temperature effects in the Object Oriented Micromagnetic Framework (OOMMF) - OOMMF input parameter files for Tc determination

description: To simulate the movement of the macroscopic magnetic moment in ferromagnetic systems under the influence of elevated temperatures, the stochastic version of the Landau-Lifshitz (LL) or the Landau-Lifshitz-Gilbert equation with a spin density of one per unit cell has to be used. To apply the stochastic LL to micromagnetic simulations, where the spin density per unit cell is generally higher, a conversion has to be performed. OOMMF sample files MIF) are provided which can be used to determine the Curie temperature for the classical bulk magnets, iron, nickel and cobalt.
DOI: 10.26272/opus4-51150
title: TOPAS cell model with nanoparticles

description: These files contain cell models for TOPAS/Geant4 and the inclusion of nano particles in particle scattering simulations. A simple spherical cell with nanoparticles can be generated in a fast manner. The user has the option to include the following organelles: nucleus, mitochondria, cell membrane. Additionally nanoparticles can be included in the cytosol and at the surface of the nucleus and/or the mitochondria. The C++ classes in this repository extend the functionality of the TOPAS (http://www.topasmc.org/) Monte-Carlo program, which is itself a wrapper of the Geant4 MCS Toolkit (http://geant4.org). The sourcecode together with examples and scorers are provided.
DOI: 10.5281/zenodo.4046990
title: Data set for Fatty acid binding protein 5 forms higher order assemblies with FLAP or COX-2 in LPS-stimulated macrophages

description: Data set for Fatty acid binding protein 5 forms higher order assemblies with FLAP or COX-2 in LPS-stimulated macrophages
DOI: 10.5281/zenodo.4046989
title: Data set for Fatty acid binding protein 5 forms higher order assemblies with FLAP or COX-2 in LPS-stimulated macrophages

description: Data set for Fatty acid binding protein 5 forms higher order assemblies with FLAP or COX-2 in LPS-stimulated macrophages
DOI: 10.34740/kaggle/dsv/1575020
title: Vietnam SARS-CoV-2 | COVID-19 Data
DOI: 10.5281/zenodo.4110606
title: A new set of analytical formulae for the computation of the bootstrap current and the neoclassical conductivity in tokamaks

description: Provided data includes data sets that have been used to develop a new set of analytical formulas for calculating the bootstrap current and the neoclassical conductivity.
DOI: 10.6084/m9.figshare.13117622.v1
title: R0310_20191111a_videos

description: Rat 0310, skilled reaching data collected in Leventhal laboratory by Alexandra Bova
DOI: 10.6084/m9.figshare.13117622
title: R0310_20191111a_videos

description: Rat 0310, skilled reaching data collected in Leventhal laboratory by Alexandra Bova
DOI: 10.5517/cc132jvk
title: CCDC 1015338: Experimental Crystal Structure Determination

description: Related Article: Ulrich Flörke|2014|CSD Communication|||
DOI: 10.5517/cc132jxm
title: CCDC 1015340: Experimental Crystal Structure Determination

description: Related Article: Ulrich Flörke|2014|CSD Communication|||
DOI: 10.5517/cc13bf2y
title: CCDC 1022909: Experimental Crystal Structure Determination

description: Related Article: Ulrich Flörke|2014|CSD Communication|||
DOI: 10.5517/cc13bf3z
title: CCDC 1022910: Experimental Crystal Structure Determination

description: Related Article: Ulrich Flörke|2014|CSD Communication|||
DOI: 10.17909/t9-7f44-6r51
title: Convolutional Neural Networks for Flare Identification in TESS 2-minute Data ("stella")

description: Previous methods of flare detection with both Kepler and TESS data have relied on light curve detrending and using outlier detection heuristics for identifying flare events. stella is a novel way to detect flares in TESS short cadence data using convolutional neural networks (CNNs). Any TESS short cadence light curve can be run through the CNN models provided, without any detrending. The models created by the team return a probability light curve (see example figure), with values between 0-1 if a given light curve event is a flare or not. It takes &lt; 1 minute to predict flares on a single TESS sector light curve using these models. The CNN models were created with Google's machine learning API, Tensorflow. The team has created 100 trained ensembled models to use when predicting flares in other short cadence TESS light curves. Any single model can be used on its own, however the team recommends using at least 10 models and averaging the results. The models can be opened and explored using either Tensorflow, h5py, or any other software that can open HDF5 files.
DOI: 10.5517/ccdc.csd.cc242kvn
title: CCDC 1968681: Experimental Crystal Structure Determination

description: Related Article: S. Kandhan, B. Tamil Arasan, R. Jagan, S. Aravindhan, S. Srinivasan, S. Anbalagan|2020|Opt.Mater.|109|110261|doi:10.1016/j.optmat.2020.110261
DOI: 10.5517/ccdc.csd.cc1mvtgr
title: CCDC 1515325: Experimental Crystal Structure Determination

description: Related Article: Guodong Shen, Zeyou Wang, Xianqiang Huang, Shuwen Gong, Jiangong Zhang, Zhenfei Tang, Manman Sun, Xin Lv|2020|Dalton Trans.|49|13993|doi:10.1039/D0DT02625E
DOI: 10.5517/ccdc.csd.cc22dpw2
title: CCDC 1918834: Experimental Crystal Structure Determination

description: Related Article: Guodong Shen, Zeyou Wang, Xianqiang Huang, Shuwen Gong, Jiangong Zhang, Zhenfei Tang, Manman Sun, Xin Lv|2020|Dalton Trans.|49|13993|doi:10.1039/D0DT02625E
DOI: 10.5517/ccdc.csd.cc25fchh
title: CCDC 2008846: Experimental Crystal Structure Determination

description: Related Article: Guodong Shen, Zeyou Wang, Xianqiang Huang, Shuwen Gong, Jiangong Zhang, Zhenfei Tang, Manman Sun, Xin Lv|2020|Dalton Trans.|49|13993|doi:10.1039/D0DT02625E
DOI: 10.5517/ccdc.csd.cc25lf6f
title: CCDC 2013704: Experimental Crystal Structure Determination

description: Related Article: Henrik Beer, Jonas Bresien, Dirk Michalik, Axel Schulz, Alexander Villinger|2020|Dalton Trans.|49|13986|doi:10.1039/D0DT02688C
DOI: 10.21227/thes-kx78
title: Model 1.2

description: Model 1.2 Gradient Linear Booster (Python xgboost library) Monthly (kWh) consumption forecasting?1. Twelve regression models (one per month).2. Regression using (daily kWh) consumption extracted features. From weekend/weekday and full series: Statistical: median, variance, quantiles, ...Time-series: autocorrelations, trends, seasonalities, .. Regression model training: 60% (train),20% (validation), 20% (test). Change vs Model 1: Linear interpolation on the y labels.Change vs Model 1.2: Instead of Gradient Boosted Trees (GBT) -&gt; Linear booster.
DOI: 10.5281/zenodo.4110623
title: Sex, shells, and weaponry: Coercive reproductive tactics in the Painted Turtle, Chrysemys picta

description: <strong>Abstract. </strong>Males and females have divergent reproductive interests arising from their unequal investments in offspring. This sexual conflict drives an antagonistic arms-race that influences sex-specific reproductive success. Alternative reproductive tactics are expected in long-lived species for which the reproductive strategy that maximizes mating success could differ across body sizes. The mating strategy of the painted turtle (<em>Chrysemys picta</em>) has been characterized as an elaborate and amiable male courtship display during which males use their elongate foreclaws to stroke females, coupled with female mate choice. Contrary to this long-held understanding, <em>in situ</em> field observations and experimental trials from our long-term study in Algonquin Provincial Park, Canada, demonstrate that males also exhibit an alternative, coercive mating strategy. Males are equipped with sexually-size dimorphic tomiodonts, tooth-like cusps of the beak, as well as a weaponized anterior shell, with which they wound the head and neck of females. Behavioral trials during the breeding periods showed that male reproductive tactics shift from courtship (foreclaw display) to coercion (striking, biting, and forced submergence) across ontogeny, and male size predicts the occurrence and frequency of coercive behavior. We found phenotype-behavior matching whereby small males invest in putatively ornamental foreclaws used for courtship and large males invest in weaponry for coercion, challenging existing knowledge of this well-studied species. As a group with a long evolutionary history and varied mating systems, Testudines are a particularly interesting taxon in which to ask questions about mating system evolution.
description: The dataset deposit includes: R code (R statistical computing) related to statistical analysis, data used for analysis (.csv files), and three supplementary video files (.mov files).