cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.4738632
title: Effects of Management and Hillside Position on Soil Organic Carbon Stratification in Mediterranean Centenary Olive Grove

description: The short- and medium—long-term effects of management and hillside position on soil<br> organic carbon (SOC) changes were studied in a centenary Mediterranean rainfed olive grove. One<br> way to measure these changes is to analyze the soil quality, as it assesses soil degradation degree<br> and attempts to identify management practices for sustainable soil use. In this context, the SOC<br> stratification index (SR-COS) is one of the best indicators of soil quality to assess the degradation<br> degree from SOC content without analyzing other soil properties. The SR-SOC was calculated in soil<br> profiles (horizon-by-horizon) to identify the best soil management practices for sustainable use. The<br> following time periods and soil management combinations were tested: (i) in the medium-long-term<br> (17 years) from conventional tillage (CT) to no-tillage (NT), (ii) in the short-term (2 years) from CT<br> to no-tillage with cover crops (NT-CC), and (iii) the effect in the short-term (from CT to NT-CC) of<br> different topographic positions along a hillside. The results indicate that the SR-SOC increased with<br> depth for all management practices. The SR-SOC ranged from 1.21 to 1.73 in CT0, from 1.48 to 3.01 in<br> CT1, from 1.15 to 2.48 in CT2, from 1.22 to 2.39 in NT-CC and from 0.98 to 4.16 in NT; therefore, the<br> soil quality from the SR-SOC index was not directly linked to the increase or loss of SOC along the<br> soil profile. This demonstrates the time-variability of SR-SOC and that NT improves soil quality in<br> the long-term.
DOI: 10.17037/data.00002233
title: Clinical codelist - CPRD Aurum - Pneumococcal vaccine

description: SNOMED codes for receipt of pneumococcal polysaccaride vaccine.
DOI: 10.6084/m9.figshare.13918190
title: Microbiome amplicon analysis metadata associated files with R code from MGnify and Biosamples API pulls.

description: This is the associated R code and pertinent microbiome metadata files associated with the preprint describing metadata quality of microbiome public data. The R code is included with the relevant data files as well as the interactive html report in the report folder. The purpose of the files is to share the code used for the analysis as well as relevant data so that others can explore current status of public microbiome metadata associated the set of samples used for this analysis (e.g. MGnify pipeline 4.1 on amplicon type analyses).
DOI: 10.21227/fvqd-k603
title: PC-Urban Outdoordataset for 3D Point Cloud semantic segmentation

description: The proposed dataset, termed PC-Urban (Urban Point Cloud), is captured with an Ouster LiDAR sensor with 64 channels. The sensor is installed on an SUV that drives through the downtown of Perth, Western Australia (WA), Australia. The dataset comprises over 4.3 billion points captured for 66K sensor frames. The labelled data is organized as registered and raw point cloud frames, where the former has a different number of registered consecutive frames. We provide 25 class labels in the dataset covering 23 million points and 5K instances. Labelling is performed with PC-Annotate and can easily be extended by the end-users employing the same tool.The data is organized into unlabelled and labelled 3D point clouds. The unlabelled data is provided in .PCAP file format, which is the direct output format of the used Ouster LiDAR sensor. Raw frames are extracted from the recorded .PCAP files in the form of Ply and Excel files using the Ouster Studio Software. Labelled 3D point cloud data consists of registered or raw point clouds. A labelled point cloud is a combination of Ply, Excel, Labels and Summary files. A point cloud in Ply file contains X, Y, Z values along with color information. An Excel file contains X, Y, Z values, Intensity, Reflectivity, Ring, Noise, and Range of each point. These attributes can be useful in semantic segmentation using deep learning algorithms. The Label and Label Summary files have been explained in the previous section. Our one GB raw data contains nearly 1,300 raw frames, whereas 66,425 frames are provided in the dataset, each comprising 65,536 points. Hence, 4.3 billion points captured with the Ouster LiDAR sensor are provided. Annotation of 25 general outdoor classes is provided, which include car, building, bridge, tree, road, letterbox, traffic signal, light-pole, rubbish bin, cycles, motorcycle, truck, bus, bushes, road sign board, advertising board, road divider, road lane, pedestrians, side-path, wall, bus stop, water, zebra-crossing, and background. With the released data, a total of 143 scenes are annotated which include both raw and registered frames.
DOI: 10.25318/45250007-eng
title: Canadian Perspectives Survey Series 3:  Resuming Economic and Social Activities During COVID-19 Public Use Microdata File

description: This public use microdata file is from the third survey in the Canadian Perspectives Survey Series and includes information on the recovery of economic and labour activities during COVID-19, and on the impacts of COVID-19 on public and social life. This product is provided using Statistics Canada's electronic file transfer service.
DOI: 10.25318/45250007-fra
title: Série d'enquêtes sur les perspectives canadiennes 3 : reprise des activités économiques et sociales pendant la COVID-19 fichier de microdonnées à grande diffusion

description: Ce fichier de microdonnées à grande diffusion vient de la troisième enquête de la série d'enquêtes sur les perspectives canadiennes. Il fournit des renseignements sur la relance des activités économiques et professionnelles pendant la COVID-19 et sur les répercussions de la COVID-19 sur la vie publique et sociale. Ce produit est fourni à l'aide du service de transfert électronique de fichiers de Statistique Canada.
DOI: 10.48370/ofd/n83ecc/8g20yx
title: 2015_All_Carnivores_Dens.txt

description: :unav
DOI: 10.48370/ofd/n83ecc
title: Density of carnivores 2015

description: Density values of the hunt species of carnivores in Poland in hunting season 2015-2016.
DOI: 10.5517/ccdc.csd.cc243mtq
title: CCDC 1969703: Experimental Crystal Structure Determination

description: Related Article: Amr Elagamy, Ismail Althagafi, Ramendra Pratap|2021|Org.Biomol.Chem.|19|3901|doi:10.1039/D1OB00314C
DOI: 10.5517/ccdc.csd.cc243n53
title: CCDC 1969714: Experimental Crystal Structure Determination

description: Related Article: Amr Elagamy, Ismail Althagafi, Ramendra Pratap|2021|Org.Biomol.Chem.|19|3901|doi:10.1039/D1OB00314C
DOI: 10.5517/ccdc.csd.cc26b1j4
title: CCDC 2035445: Experimental Crystal Structure Determination

description: Related Article: Yueting Wei, Ping Liu, Yali Liu, Jing He, Xuezhen Li, Shiwu Li, Jixing Zhao|2021|Org.Biomol.Chem.|19|3932|doi:10.1039/D1OB00438G
DOI: 10.5517/ccdc.csd.cc26b1n8
title: CCDC 2035449: Experimental Crystal Structure Determination

description: Related Article: Yueting Wei, Ping Liu, Yali Liu, Jing He, Xuezhen Li, Shiwu Li, Jixing Zhao|2021|Org.Biomol.Chem.|19|3932|doi:10.1039/D1OB00438G
DOI: 10.5517/ccdc.csd.cc26b1rc
title: CCDC 2035452: Experimental Crystal Structure Determination

description: Related Article: Yueting Wei, Ping Liu, Yali Liu, Jing He, Xuezhen Li, Shiwu Li, Jixing Zhao|2021|Org.Biomol.Chem.|19|3932|doi:10.1039/D1OB00438G
DOI: 10.5517/ccdc.csd.cc26lmq5
title: CCDC 2043697: Experimental Crystal Structure Determination

description: Related Article: Weiguang Yang|2020|CSD Communication|||
description: Related Article: Yu Zhao, Li Li, Zitong Zhou, Man Chen, Weiguang Yang, Hui Luo
|2021|Org.Biomol.Chem.|19|3868|doi:10.1039/D1OB00162K
DOI: 10.6084/m9.figshare.14541456
title: 童年游戏活动问卷-100项.docx

description: During the revision of Spatial Activity Questionnaire (Cherney & Voyer, 2010), we screened toys and activities from previous related research and interviewed 20 Chinese undergraduates and finally got a comprehensive and systematic pilot-version of Childhood Activity Questionnaire. It consists of 100 items, parts of which were included in the procedure of EFA in our revision work.<br>We share it here because as far as we know, it's the first attempt to screen, collect and categorize toys and activities during childhood in China, either in developmental psychology or preschool education researching and practical field.<br>Researchers and teachers may freely use it to do research or take practical attempts by revising it or selecting parts of the full items according to your research topic as you wish.
DOI: 10.6084/m9.figshare.14541456.v1
title: 童年游戏活动问卷-100项.docx

description: During the revision of Spatial Activity Questionnaire (Cherney & Voyer, 2010), we screened toys and activities from previous related research and interviewed 20 Chinese undergraduates and finally got a comprehensive and systematic pilot-version of Childhood Activity Questionnaire. It consists of 100 items, parts of which were included in the procedure of EFA in our revision work.<br>We share it here because as far as we know, it's the first attempt to screen, collect and categorize toys and activities during childhood in China, either in developmental psychology or preschool education researching and practical field.<br>Researchers and teachers may freely use it to do research or take practical attempts by revising it or selecting parts of the full items according to your research topic as you wish.
DOI: 10.5281/zenodo.4739190
title: MESA 15 solar-mass Profiles CSV

description: Contains stellar evolution profile data for training a DNN.
DOI: 10.5281/zenodo.4739189
title: MESA 15 solar-mass Profiles CSV

description: Contains stellar evolution profile data for training a DNN.
DOI: 10.5517/ccdc.csd.cc26ty00
title: CCDC 2050712: Experimental Crystal Structure Determination

description: Related Article: Jiraya Kiriratnikom, Nattiya Laiwattanapaisarn, Kunnigar Vongnam, Nopparat Thavornsin, Pornpen Sae-ung, Sophon Kaeothip, Anucha Euapermkiati, Supawadee Namuangruk, Khamphee Phomphrai|2021|Inorg.Chem.|60|6147|doi:10.1021/acs.inorgchem.0c03732
DOI: 10.5517/ccdc.csd.cc26ty11
title: CCDC 2050713: Experimental Crystal Structure Determination

description: Related Article: Jiraya Kiriratnikom, Nattiya Laiwattanapaisarn, Kunnigar Vongnam, Nopparat Thavornsin, Pornpen Sae-ung, Sophon Kaeothip, Anucha Euapermkiati, Supawadee Namuangruk, Khamphee Phomphrai|2021|Inorg.Chem.|60|6147|doi:10.1021/acs.inorgchem.0c03732
DOI: 10.5517/ccdc.csd.cc26z7k0
title: CCDC 2054852: Experimental Crystal Structure Determination

description: Related Article: yang Zhang|2021|CSD Communication|||
DOI: 10.5517/ccdc.csd.cc26zwfj
title: CCDC 2055468: Experimental Crystal Structure Determination

description: Related Article: Valentina Pirovano, Elisa Brambilla, Marika Riva, Sara Leoni, Silvia Rizzato, Davide Garanzini, Giorgio Abbiati, Elisabetta Rossi|2021|Org.Biomol.Chem.|19|3925|doi:10.1039/D1OB00076D
DOI: 10.17037/data.00002234
title: Clinical codelist - CPRD Aurum - Immuosuppressive conditions

description: SNOMED codes for a clinical diagnosis, or clinical review specific to a immunosuppressive condition including HIV, solid organ transplant, oter permanent immunosuppression, aplastic anaemia, haematological malignancy, bone marrow or stem cell transplant, other/unspecified immune deficiency, or chemotherapy or radiotherapy.
DOI: 10.15128/r2cz30ps686
title: Collective effects in the photon statistics of thermal atomic ensembles [dataset]

description: We investigate the collective scattering of coherent light from a thermal alkali-metal vapor with temperatures ranging from 350 to 450 K, corresponding to average atomic spacings between 0.7λ and 0.1λ. We develop a theoretical model treating the atomic ensemble as coherent, interacting, radiating dipoles. We show that the two-time second-order correlation function of a thermal ensemble can be described by an average of randomly positioned atomic pairs. Our model illustrates good agreement with the experimental results. Furthermore, we show how fine-tuning of the experimental parameters may make it possible to explore several photon statistics regimes.
description: Numerical modelling
DOI: 10.6084/m9.figshare.14498649
title: A TRIZ-driven conceptualisation of finger grip enhancer designs for the elderly

description: The dataset consists of some data referenced during the conceptualisation stage of the article such as the FlexiForce sensors and servo motor. There are also data and sources that accounted for the Cause-and-Effect-Chain (CEC) analysis breakdown from the article.
DOI: 10.6084/m9.figshare.12911133.v1
title: Bayesian indirect inference for models with intractable normalizing functions

description: Inference for doubly intractable distributions is challenging because the intractable normalizing functions of these models include parameters of interest. Previous auxiliary variable MCMC algorithms are infeasible for multi-dimensional models with large data sets because they depend on expensive auxiliary variable simulation. We develop a fast Bayesian indirect algorithm by replacing an expensive auxiliary variable simulation from a probability model with a computationally cheap simulation from a surrogate model. We learn the relationship between the surrogate model parameters and the probability model parameters using Gaussian process approximations. We apply our methods to challenging examples, and illustrate that the algorithm addresses both computational and inferential challenges for doubly intractable distributions. Especially for a large social network model with 10 parameters, we show that our method can reduce computing time from about 2 weeks to 5 hours, compared to the previous method.
DOI: 10.6084/m9.figshare.14498649.v1
title: A TRIZ-driven conceptualisation of finger grip enhancer designs for the elderly

description: The dataset consists of some data referenced during the conceptualisation stage of the article such as the FlexiForce sensors and servo motor. There are also data and sources that accounted for the Cause-and-Effect-Chain (CEC) analysis breakdown from the article.
DOI: 10.17037/data.00002235
title: Clinical codelist - CPRD GOLD - Pneumococcal vaccine

description: Read codes for receipt of pneumococcal polysaccaride vaccine. Developed by the NIHR Health Protection Research Unit in Immunisation.
DOI: 10.21223/uhcxw2/aff8qt
title: 01_Datos_Indicadores.tab

description: :unav
DOI: 10.21223/uhcxw2/u418v8
title: 02_Identification.tab

description: :unav
DOI: 10.21223/uhcxw2/cdbjfx
title: 03_data_dictionary.xlsx

description: :unav
DOI: 10.25416/ntr.14540286
title: Authentic assessment toolkit - audit and enhancement

description: How authentic is your current assessment? How could you stretch or adapt it to make it more authentic? <br>This radar diagram toolkit helps you and others to explore your assessment according to different dimensions of authenticity. This representation can also then help you to consider ways to make your assessment more authentic. <br>The Excel spreadsheet gives you a worked example and an editable sheet to use. If you prefer to work on paper, the handout document can be printed and the final page used for drawing on the radar diagram. <br>Credit: radar diagram adapted by Tunde Varga-Atkins, Centre for Innovation in Education, Univ of Liverpool from Ashford-Rowe et al., 2014; Gulikers et al., 2004; Osborne et al., 2013; Whitelock & Cross, 2012​<br>More information: https://www.liverpool.ac.uk/centre-for-innovation-in-education/curriculum-resources/authentic-assessment/
DOI: 10.5066/f7s75dts
title: Radiocarbon ages, age-model code, and other supplemental data for Nelson et al. (2021), A maximum rupture model for the central and southern Cascadia subduction zone - assessing ages for coastal evidence of megathrust earthquakes and tsunamis

description: This data release contains supplemental data for the following paper: Nelson, A.R., DuRoss, C.B., Mahan, S.A., Gray, H.J., Engelhart, S.E., Witter, R.C., Hawkes, A.D., Horton, B.P., Kelsey, H.M., and Padgett, J.S., 2021, A maximum rupture model for the central and southern Cascadia subduction zone: assessing ages for coastal evidence of megathrust earthquakes and tsunamis: Quaternary Science Reviews 261, https://doi.org/10.1016/j.quascirev.2021.106922. The data include a compilation of new and previously published radiocarbon ages from the original cores from Bradley Lake of Kelsey et al. (2005; odt format), and tables of new and previously published radiocarbon data for 7 of the 13 tidal wetland sites along the coasts of Oregon and northern California, whose ages we compare with the ages from Bradley Lake (odt format). The data files (odt format) also include code for the OxCal (version 4.4; https://c14.arch.ox.ac.uk/oxcal.html) Bayesian software models used with selected radiocarbon ages to calculate age probability density functions for the lake's earthquake or tsunami-caused disturbance events, and for the stratigraphic contacts produced by earthquakes and tsunamis at 12 of the 13 tidal wetland sites (odt format). An additional text file (odt format) explains the addition of variance to the errors on laboratory reported radiocarbon ages in the tables analyzed prior to 1998, and those analyzed by the National Ocean Sciences AMS Facility (NOSAMS) at the Woods Hole Oceanographic Institution, Woods Hole, Massachusetts. Data describing the results of our unsuccessful attempt to use optical dating methods (OSL and IRSL) on quartz grains from tsunami deposits in Bradley Lake to date the deposits can be found in Mahan et al. (2021; U.S. Geological Survey data release, https://doi.org/10.5066/P9YWIDOW).
DOI: 10.6084/m9.figshare.14541519
title: Autores con centralidad

description: Se muestran la centralidad de todos los autores<br><br>
DOI: 10.6084/m9.figshare.14541519.v1
title: Autores con centralidad

description: Se muestran la centralidad de todos los autores<br><br>
DOI: 10.25318/45250002-eng
title: Canadian Perspectives Survey Series 1: Impacts of COVID-19 Public Use Microdata File

description: This public use microdata file provides information to fill important data gaps related to the COVID-19 pandemic and its social, health and employment impacts on Canadians. This product is provided using Statistics Canada's electronic file transfer service.
DOI: 10.25318/45250002-fra
title: Série d'enquêtes sur les perspectives canadiennes 1 : répercussions de la COVID-19 : fichier de microdonnées à grande diffusion

description: Ce fichier de microdonnées à grande diffusion fournit des renseignements qui serviront à combler d'importantes lacunes en matière de la pandémie de la COVID-19 et les répercussions de celle-ci sur la santé, ainsi que sur la situation sociale et d'emploi des canadiens. Ce produit est fourni à l'aide du service de transfert électronique de fichiers de Statistique Canada.
DOI: 10.5281/zenodo.4737966
title: Replication package for the "DeepCrime: Mutation Testing of Deep Learning Systems based on Real Faults" paper

description: The replication package for the "DeepCrime: Mutation Testing of Deep Learning Systems based on Real Faults" paper.
DOI: 10.25318/45250004-eng
title: Canadian Perspectives Survey Series 2: Monitoring the Effects of COVID-19 Public Use Microdata File

description: This public use microdata file is from the second survey in the Canadian Perspectives Survey Series and includes information on the impacts of COVID-19 on food security and mental health of individuals, and on their social and employment circumstances. This product is provided using Statistics Canada's electronic file transfer service.
DOI: 10.25318/45250004-fra
title: Série d'enquêtes sur les perspectives canadiennes 2 : suivi des effets de la COVID-19 fichier de microdonnées à grande diffusion

description: Ce fichier de microdonnées à grande diffusion vient de la deuxième enquête de la série d'enquêtes sur les perspectives canadiennes. Il fournit des renseignements qui permettront de comprendre les répercussions de la pandémie de la COVID-19 sur la sécurité alimentaire et la santé mentale des individus, ainsi que sur leur situation sociale et d'emploi. Ce produit est fourni à l'aide du service de transfert électronique de fichiers de Statistique Canada.
DOI: 10.6084/m9.figshare.13242065
title: Cleaner fish and other wrasse match primates in their ability to delay gratification

description: script (txt) + metadata (csv)
DOI: 10.6084/m9.figshare.13242065.v1
title: Cleaner fish and other wrasse match primates in their ability to delay gratification

description: script (txt) + metadata (csv)
DOI: 10.6084/m9.figshare.12941607
title: Nonparametric tests for circular regression

description: No matter the nature of the response and/or explanatory variables in a regression model, some basic issues such as the existence of an effect of the predictor on the response, or the assessment of a common shape across groups of observations, must be solved prior to model fitting. This is also the case for regression models involving circular variables (supported on the unit circumference). In that context, using kernel regression methods, this paper provides a flexible alternative for constructing pilot estimators that allow to construct suitable statistics to perform no-effect tests and tests for equality and parallelism of regression curves. Finite sample performance of the proposed methods is analysed in a simulation study and illustrated with real data examples.
DOI: 10.6084/m9.figshare.12941607.v1
title: Nonparametric tests for circular regression

description: No matter the nature of the response and/or explanatory variables in a regression model, some basic issues such as the existence of an effect of the predictor on the response, or the assessment of a common shape across groups of observations, must be solved prior to model fitting. This is also the case for regression models involving circular variables (supported on the unit circumference). In that context, using kernel regression methods, this paper provides a flexible alternative for constructing pilot estimators that allow to construct suitable statistics to perform no-effect tests and tests for equality and parallelism of regression curves. Finite sample performance of the proposed methods is analysed in a simulation study and illustrated with real data examples.
DOI: 10.5281/zenodo.4738562
title: Datasets for "Automated Detection of Portal Fields and Central Veins in Whole-Slide Images of Liver Tissue"

description: Datasets and results for the manuscript “Automated Detection of Portal Fields and Central Veins in Whole-Slide<br> Images of Liver Tissue” (under review)
DOI: 10.5281/zenodo.4739181
title: Snapshot of gravitational N-body simulation of the globular cluster Palomar 5

description: Snapshot of an Nbody6++GPU simulation of the cluster Palomar 5 with BHs that best describes the observations of the star cluster and the tidal stream at 11.5 Gyr. Data corresponds to a publication accepted in Nature Astronomy and accessible on https://arxiv.org/abs/2102.11348
DOI: 10.5281/zenodo.4739180
title: Snapshot of gravitational N-body simulation of the globular cluster Palomar 5

description: Snapshot of an Nbody6++GPU simulation of the cluster Palomar 5 with BHs that best describes the observations of the star cluster and the tidal stream at 11.5 Gyr. Data corresponds to a publication accepted in Nature Astronomy and accessible on https://arxiv.org/abs/2102.11348