cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.21266123.v1
title: Locally sparse function-on-function regression

description: In functional data analysis, functional linear regression has attracted significant attention recently. Herein, we consider the case where both the response and covariates are functions. There are two available approaches for addressing such a situation: concurrent and nonconcurrent functional models. In the former, the value of the functional response at a given domain point depends only on the value of the functional regressors evaluated at the same domain point, whereas, in the latter, the functional covariates evaluated at each point of their domain have a non-null effect on the response at any point of its domain. To balance these two extremes, we propose a locally sparse functional regression model in which the functional regression coefficient is allowed (but not forced) to be exactly zero for a subset of its domain. This is achieved using a suitable basis representation of the functional regression coefficient and exploiting an overlapping group-Lasso penalty for its estimation. We introduce efficient computational strategies based on majorization-minimization algorithms and discuss appealing theoretical properties regarding the model support and consistency of the proposed estimator. We further illustrate the empirical performance of the method through simulations and two applications related to human mortality and bidding in energy markets.
DOI: 10.6084/m9.figshare.21266103
title: 658 final data.xlsx

description: This is the dataset used for the proactivity as DV paper
DOI: 10.34740/kaggle/dsv/4279399
title: Kurdish (Kurmanji) News Articles
DOI: 10.6084/m9.figshare.21266076
title: Mapping of β-catenin interactors

description: The datasets include the Uniprot gene list of all the <em>β-catenin </em> interactors. Gene ontology annotations obtained by DAVID database were provided. The list of <em>β-catenin </em> interacting genes present in the cytoplasm, the nucleus, and in both the components were listed out. Identified top 10 <em>β-catenin </em> interactors were provided along with thier degree-Cytohubba score and the functional aspects were provided. All these datasets support the original article.
DOI: 10.6084/m9.figshare.21266076.v1
title: Mapping of β-catenin interactors

description: The datasets include the Uniprot gene list of all the <em>β-catenin </em> interactors. Gene ontology annotations obtained by DAVID database were provided. The list of <em>β-catenin </em> interacting genes present in the cytoplasm, the nucleus, and in both the components were listed out. Identified top 10 <em>β-catenin </em> interactors were provided along with thier degree-Cytohubba score and the functional aspects were provided. All these datasets support the original article.
DOI: 10.3886/e181165
title: 2021-Turkey-Compassion

description: These data belong to the study of Eşref Nas and Ramazan Sak.
DOI: 10.3886/e181165v1
title: 2021-Turkey-Compassion

description: These data belong to the study of Eşref Nas and Ramazan Sak.
DOI: 10.5517/ccdc.csd.cc27vbs7
title: CCDC 2080899: Experimental Crystal Structure Determination

description: Related Article: Wei-Xing Chen, Nikolay Tkachenko, A. Muñoz-castro, Alexander Boldyrev, Zhong-Ming Sun|2022|CSD Communication|||
description: Related Article: W.-X. Chen, N. V. Tkachenko, A. Muñoz-Castro, A. I. Boldyrev, Z.-M. Sun|2022|Nano Res.|15|5705|doi:10.1007/s12274-022-4178-9
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5281/zenodo.5805087
title: Dataset for "Spin cross-correlation experiments in an electron entangler"

description: This file contains the relevant datasets for all figures in the manuscript "Spin cross-correlation experiments in an electron entangler".
DOI: 10.5281/zenodo.5805086
title: Dataset for "Spin cross-correlation experiments in an electron entangler"

description: This file contains the relevant datasets for all figures in the manuscript "Spin cross-correlation experiments in an electron entangler".
DOI: 10.5281/zenodo.7140767
title: Dataset for "Spin cross-correlation experiments in an electron entangler"

description: This file contains the relevant datasets for all figures in the manuscript "Spin cross-correlation experiments in an electron entangler".
DOI: 10.5281/zenodo.6614380
title: Supporting data for: Where and When Does Streamflow Regulation Significantly Affect Climate Change Outcomes in the Columbia River Basin?

description: Unregulated and regulated streamflow statistics presented in: Where and When Does Streamflow Regulation Significantly Affect Climate Change Outcomes in the Columbia River Basin?
description: Jane Harrell was supported in part by a National Science Foundation Graduate Research Fellowship under Grant No. DGE-1762114.
DOI: 10.57687/fk2/pwjrsj
title: Student dropout dataset

description: The dataset includes anonymized information related to undergraduate students who have enrolled and attended at least one semester at Tecnologico de Monterrey in Mexico from 2014 to 2020. Among the information categories available in this dataset are: -Sociodemographic information (age, gender, place of origin). -Enrollment information (program/school, region). -Academic information related to the student (previous level average, current average, periods completed). -Information associated with scores on admission tests (PAA, TOEFL, other initial evaluations). -Academic history (type of school, region, national/international, Tec system). -Student life (participation in sports, cultural, entrepreneurial activities). -Financial information (type of scholarship, percentage of scholarship).
DOI: 10.18434/mds2-2804
title: Speed of Sound Measurements of Binary Mixtures of Difluoromethane (R-32) with 2,3,3,3-Tetrafluoropropene (R-1234yf) or trans-1,3,3,3-Tetrafluoropropene (R-1234ze(E)) Refrigerants
DOI: 10.6084/m9.figshare.16912498
title: Data retrieved from survey Qualtrics within the framework of the project Professionals at the Interface of Science (PIoS): the missing link?

description: This dataset results from a survey and online interviews conducted in June 2020, targeting Professionals at the Interface of Science (PIoS) working at government institutions pursuing the mission of science funding and policy making, across the world.We define PIoS as those Professionals performing broad activities in research management and administration; science communication; knowledge and technology transfer; laboratory management and other areas, working at all types of research-performing institutions (as defined by Agostinho et al, 2018).The platform used was Qualtrics and the data retrieved using SPSS
DOI: 10.6084/m9.figshare.16912498.v3
title: Data retrieved from survey Qualtrics within the framework of the project Professionals at the Interface of Science (PIoS): the missing link?

description: This dataset results from a survey and online interviews conducted in June 2020, targeting Professionals at the Interface of Science (PIoS) working at government institutions pursuing the mission of science funding and policy making, across the world.We define PIoS as those Professionals performing broad activities in research management and administration; science communication; knowledge and technology transfer; laboratory management and other areas, working at all types of research-performing institutions (as defined by Agostinho et al, 2018).The platform used was Qualtrics and the data retrieved using SPSS
DOI: 10.6084/m9.figshare.16912498.v2
title: Data retrieved from survey Qualtrics within the framework of the project Professionals at the Interface of Science (PIoS): the missing link?

description: This dataset results from a survey and online interviews conducted in June 2020, targeting Professionals at the Interface of Science (PIoS) working at government institutions pursuing the mission of science funding and policy making, across the world.We define PIoS as those Professionals performing broad activities in research management and administration; science communication; knowledge and technology transfer; laboratory management and other areas, working at all types of research-performing institutions (as defined by Agostinho et al, 2018).The platform used was Qualtrics and the data retrieved using SPSS
DOI: 10.3886/e181141
title: Cross-Cultural (Spain/U.S.), Longitudinal, and Dyadic Analysis of Differentiation of Self and Other Relationship Variables

description: In this project, we gathered data on differentiation of self and related key relationship functioning variables: anxious and avoidant attachment, relationship quality, and relationship stability. Other important variables included stressful life events and various demographic variables. Data was gathered from couples in Spain (n = 137 couples) and the U.S. (n = 342 couples). Cross-sectional and longitudinal (two time points) data are included. This is the first set of longitudinal data gathered on differentiation of self among Spanish and U.S. couples. <br><br>
description: mail questionnaire; web-based survey;
DOI: 10.3886/e181141v1
title: Cross-Cultural (Spain/U.S.), Longitudinal, and Dyadic Analysis of Differentiation of Self and Other Relationship Variables

description: In this project, we gathered data on differentiation of self and related key relationship functioning variables: anxious and avoidant attachment, relationship quality, and relationship stability. Other important variables included stressful life events and various demographic variables. Data was gathered from couples in Spain (n = 137 couples) and the U.S. (n = 342 couples). Cross-sectional and longitudinal (two time points) data are included. This is the first set of longitudinal data gathered on differentiation of self among Spanish and U.S. couples. <br><br>
description: mail questionnaire; web-based survey;
DOI: 10.6084/m9.figshare.21266181.v1
title: RYGB all data.xlsx

description: These are raw data from an experimtn recording fromteh ncleus of tehsolitary tract in obese rat after Roux-en-Y gastric bypass surgery
DOI: 10.6084/m9.figshare.21266181
title: RYGB all data.xlsx

description: These are raw data from an experimtn recording fromteh ncleus of tehsolitary tract in obese rat after Roux-en-Y gastric bypass surgery
DOI: 10.6084/m9.figshare.19310672
title: SingleCellData (annotated)

description: Annotated single cell RNA counts for MERFISH mouse liver and kidney data in .h5ad format. Used in Figures 6 and 7. Note that spatial coordinates of single cells (".obsm.spatial" metadata variable) are in units of microns.
DOI: 10.6084/m9.figshare.19310672.v1
title: SingleCellData (annotated)

description: Annotated single cell RNA counts for MERFISH mouse liver and kidney data in .h5ad format. Used in Figures 6 and 7.
DOI: 10.5281/zenodo.5683569
title: DATA (part 2): Response of Global SSTs and ENSO to the Atlantic and Pacific Meridional Overturning Circulations

description: Data used for the peer-reviewed article published in the Journal of Climate, titled: "Response of Global SSTs and ENSO to the Atlantic and Pacific Meridional Overturning Circulations." The publication is available at: https://journals.ametsoc.org/view/journals/clim/aop/JCLI-D-21-0172.1/JCLI-D-21-0172.1.xml. The software developed for the data herein is available at: https://github.com/mariajmolina/climatico.
description: {"references": ["Molina, M. J., Hu, A., & Meehl, G. A. (2021). Response of Global SSTs and ENSO to the Atlantic and Pacific Meridional Overturning Circulations. Journal of Climate, 1-68."]}
DOI: 10.6084/m9.figshare.3761562.v2360
title: Online Labour Index: Measuring the Online Gig Economy for Policy and Research

description: Data repository for the data underlying the Online Labour Index. See http://ilabour.oii.ox.ac.uk online-labour-index/ for details.
DOI: 10.48366/r220231
title: Recent corresponding publications based on relationship structures in competitive environments in supply chain

description: In recent years, the sustainability of supply chain networks, especially with the aim to cover environmental requirements, has been raised as one of the most important areas of competitiveness. This has made decision-makers proceed in line with a sustainable approach to maintain competitiveness. This comparison summarizes the recent publications in the competitive supply networks, with a concentration on relationship structures. This comparison also shows the most frequent competition-oriented solving methodologies in the literature.
DOI: 10.5066/p98cw91w
title: Airborne Magnetic Survey, Michigan Upper Peninsula Area, 2008

description: This publication provides digital flight line data for a high-resolution magnetic survey over an area of the west-central Upper Peninsula of Michigan. The survey was flown in 2008 by Aeroquest under contract to Kennecott Eagle Minerals Company using a fixed-wing aircraft with a magnetometer mounted in a tail stinger. The USGS has obtained this 66,074 line km subset of the survey dataset for public release. Data were collected along north-south flight lines spaced 100 meters apart with east-west tie lines flown every 1000 meters. The nominal terrain clearance was 40 meters, although greater terrain clearances were required in several areas due to safety and aircraft performance considerations. Files that are available in this publication [...]
DOI: 10.25612/837.xk7m3l39m8yd
title: Houston BCycle Ridership

description: Houston BCycle data contains information about each trip made using a bicycle.
DOI: 10.21227/nns6-7n71
title: EMG collected during spinal cord transcutaneous stimulation

description: The aims of this study are to characterize the contamination of EMG signals by artifacts generated by the delivery of spinal cord transcutaneous stimulation (scTS) and to evaluate the performance of an Artifact Adaptive Ideal Filtering (AA-IF) technique to remove scTS artifacts from the EMG power spectrum. Methods: In five participants with spinal cord injury (SCI), scTS was delivered at different combinations of intensity (from 20 to 55mA) and frequencies (from 30 to 60 Hz) while Biceps Brachii (BB) and Triceps Brachii (TB) muscles were at rest or contracted. Using a Fast Fourier Transform, we characterized peak amplitude and frequency bands of scTS artifacts in the EMG signals recorded from BB and TB muscles. Then, we applied the AA-IF technique and the empirical mode decomposition Butterworth filtering method (EMD-BF) to remove the scTS artifacts from the EMG signals. Ultimately, we compared the content of the EMG power spectrum filtered out and the root mean square of the EMG signals (EMGrms) following application of the AA-IF and EMD-BF techniques. Results: An increase in the amplitude (p&lt;0.001) and frequency width (p&lt;0.001) of scTS artifacts was observed as current intensity delivered using scTS was increased and when the physiological content of the EMG signal was lower. Amplitude (p&lt;0.01) and frequency width (p&lt;0.001) of scTS artifacts were larger in the BB muscle compared to the TB muscle. Application of the AA-IF technique led to the removal of a lower amount of EMG power spectrum content compared to the EMD-BF technique (4±5% vs. 25±6%, p&lt;0.001) and lower reduction in the amplitude of the EMGrms during both rest and contraction (p&lt;0.001). Conclusion: The AA-IF technique allows a precise identification of the scTS artifacts from the FFT of the EMG signals and the implementation of ideal filters to ultimately preserve a larger amount of non-contaminated physiological content from the EMG signals.
DOI: 10.6084/m9.figshare.19725976
title: Supplemental Table S3. Full RNA seq results

description: Full RNA sequencing dataset from IMP1 overexpressing vs null HT-29 colorectal cancer cells.
DOI: 10.6084/m9.figshare.19725976.v1
title: Supplemental Table S3. Full RNA seq results

description: Full RNA sequencing dataset from IMP1 overexpressing vs null HT-29 colorectal cancer cells.
DOI: 10.6084/m9.figshare.19725973
title: Supplemental Table S2. Significantly differentially expressed genes from the extracellular exosome pathway.

description: Supplemental Table 2. Significantly differentially expressed genes from the extracellular exosome pathway in colorectal cancer cell lines with IMP1 overexpression versus null.
DOI: 10.6084/m9.figshare.19725973.v1
title: Supplemental Table S2. Significantly differentially expressed genes from the extracellular exosome pathway.

description: Supplemental Table 2. Significantly differentially expressed genes from the extracellular exosome pathway in colorectal cancer cell lines with IMP1 overexpression versus null.
DOI: 10.5066/p9yfwcn4
title: Sediment Sample Data for Identifying and Monitoring Source Sediment Fingerprints within Stony Clove Creek, Catskills, NY from 2017 to 2020

description: This data release includes five comma delimited tables that support a pilot study on identifying and monitoring source sediment fingerprints within Stony Clove Creek, Catskills, NY. These tables consist of sediment particle size information, elemental analysis results, stable isotope analysis results, and percent fines for the samples collected. "SourceSamples_Info.csv" and "TargetSamples_Info.csv" contain the fine sediment yields for each individual source and target sample, respectively. "SourceSamples_noRoad.csv" and "TargetSamples_halfDL.csv" contain the elemental, stable isotope, and grain size results for each individual source and target sample, respectively. "ReportingLimits.csv" contains the elemental reporting limits provided by Denver Metals Laboratory.
DOI: 10.6084/m9.figshare.19725970
title: Supplemental Table S1. List of significantly changed genes

description: Supplemental Table 1. List of significantly changed genes as a result of IMP1 overexpression in colorectal cancer cells.
DOI: 10.6084/m9.figshare.19725970.v1
title: Supplemental Table S1. List of significantly changed genes

description: Supplemental Table 1. List of significantly changed genes as a result of IMP1 overexpression in colorectal cancer cells.
DOI: 10.6073/pasta/7d61e257d0ad7ebd00db2b4c38cc8145
title: Baseline survey for beef cattle producers in the Southwest and Southern Plains

description: This data package includes survey questions from beef cattle producers collectively operating in at least 31 counties in at least 7 states (California, Illinois, Missouri, Nebraska, New Mexico, Oklahoma, Texas) - "at least" because there were some respondents who chose not to provide the location of their operation. Responses were collected between January 22, 2020 and May 31, 2021. Most of the surveys were administered in person at the 2020 Southwest Beef Symposium in Amarillo, TX. The survey was also placed online and an additional few responses were collected through the online survey. These data represent a sample of convenience as no formal sampling scheme was employed in soliciting responses. Survey responses are summarized in the publication, Snapshot of Rancher Perspectives on Creative Cattle Management Options (Elias et. al, 2020). The purpose of gathering these data was to learn more about the characteristics of beef cattle producers in the region and to gauge producer interest in precision livestock ranching technologies and heritage cattle – both strategies being researched by the Sustainable Southwest Beef Project to support sustainability of ranching operations in the Southwest and Southern Plains regions of the US.
DOI: 10.6084/m9.figshare.20556815
title: Development and application of criteria for classification of hydrolysed proteins in the framework of feed safety

description: In the view of a circular economy, there is an increasing need for (re-)using animal by-products that have a wide range of applications and sufficient safety. Hydrolysates of animal proteins (HPs) are frequently used as feed ingredients. Nevertheless, clear criteria for legal use and methods for monitoring feed applications are not available. Here, a range of methods have been used and evaluated for characterizing a set of 26 samples of hydrolysed proteins, ‘hydrolysed’ feather meals and processed animal proteins (PAPs), with verification based on an additional set of eight samples. Methods included determination of ash content, sediment (mineral fraction) content, protein content, species identity, solubility, protein solubility, size exclusion chromatography and polyacrylamide gel electrophoresis (SDS-PAGE). After a comparison of results obtained with water and SDS, water was chosen as the solvent for environmental and occupational reasons. Typical HP samples have a protein content higher than 60%, a solubility exceeding 50% and a virtual absence of a mineral fraction. The first discrimination between HPs and PAPs could be based on the absence or presence, respectively, of a mineral fraction. An approach for HP characterization is designed using a Hydrolysation Index (HI) based on the fraction of peptides smaller than 10 kDa, the solubility of the sample and the fraction of soluble proteins. A simplified version (HI<sub>s</sub>), exclusively based on the fraction of peptides smaller than 10 kDa and the solubility of the sample, shows a trend among the samples highly comparable to HI. Values for HI and HI<sub>s</sub> exceeding 60% would characterise HPs. Feather meals, which are heat treated instead of treatment by a chemical process of hydrolysation, range among the PAPs and should not be indicated as “hydrolysed.” The HI<sub>s</sub> can be used as an easy parameter for classifying HPs and for legal enforcement.
DOI: 10.6084/m9.figshare.20556815.v1
title: Development and application of criteria for classification of hydrolysed proteins in the framework of feed safety

description: In the view of a circular economy, there is an increasing need for (re-)using animal by-products that have a wide range of applications and sufficient safety. Hydrolysates of animal proteins (HPs) are frequently used as feed ingredients. Nevertheless, clear criteria for legal use and methods for monitoring feed applications are not available. Here, a range of methods have been used and evaluated for characterizing a set of 26 samples of hydrolysed proteins, ‘hydrolysed’ feather meals and processed animal proteins (PAPs), with verification based on an additional set of eight samples. Methods included determination of ash content, sediment (mineral fraction) content, protein content, species identity, solubility, protein solubility, size exclusion chromatography and polyacrylamide gel electrophoresis (SDS-PAGE). After a comparison of results obtained with water and SDS, water was chosen as the solvent for environmental and occupational reasons. Typical HP samples have a protein content higher than 60%, a solubility exceeding 50% and a virtual absence of a mineral fraction. The first discrimination between HPs and PAPs could be based on the absence or presence, respectively, of a mineral fraction. An approach for HP characterization is designed using a Hydrolysation Index (HI) based on the fraction of peptides smaller than 10 kDa, the solubility of the sample and the fraction of soluble proteins. A simplified version (HI<sub>s</sub>), exclusively based on the fraction of peptides smaller than 10 kDa and the solubility of the sample, shows a trend among the samples highly comparable to HI. Values for HI and HI<sub>s</sub> exceeding 60% would characterise HPs. Feather meals, which are heat treated instead of treatment by a chemical process of hydrolysation, range among the PAPs and should not be indicated as “hydrolysed.” The HI<sub>s</sub> can be used as an easy parameter for classifying HPs and for legal enforcement.