cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.18099515.v8
title: metabolic data.xlsx

description: Using the wide range of targeted technologies and a combination of means (UPLC-MS/MS detection platform, self-built database, and multivariate statistical analysis), the addition of SBS was found to restore the levels of metabolites pathways (e.g., L-malic acid, N-acetyl-aspartic acid, N-acetyl-l-alanine, etc.) in rats, which means that the metabolic damage induced by CCl<sub>4</sub>was alleviated.
DOI: 10.6084/m9.figshare.18099515.v7
title: metabolic data.xlsx

description: Using the wide range of targeted technologies and a combination of means (UPLC-MS/MS detection platform, self-built database, and multivariate statistical analysis), the addition of SBS was found to restore the levels of metabolites pathways (e.g., L-malic acid, N-acetyl-aspartic acid, N-acetyl-l-alanine, etc.) in rats, which means that the metabolic damage induced by CCl<sub>4</sub>was alleviated.
DOI: 10.17632/j63gsvd3vb.1
title: The roles of NMN in SD-induced gut microbiota disorder

description: In our study, we investigate the roles of NMN in SD-induced gut microbiota disorder using untargeted metabolomics analysis. The metabolomics data was deposited in the Mendeley Data.
DOI: 10.17632/zpvfwnp9cp.6
title: Effect of COVID-19 outbreak on generalized anxiety disorder and medical career decision of senior high school students in China

description: The aim of the study is to evaluate the effect of effect of COVID-19 outbreak on generalized anxiety disorder and medical career decision of senior high school students in China. The questionnaire was released through WeChat platform to the senior high school students and their parents in China using a convenience sampling method during the period between 26th February and 4th March in 2020. In the raw dataset, a total of 21,141 students’ data and 21,416 parents’ data was collected from 24 provinces.
DOI: 10.5281/zenodo.4773324
title: PLANMAP - Deliverable D2.2 Mercury H-14 Debussy quadrangle 5 crater classes

description: Debussy quadrangle geologic (morphostratigraphic) map, 5 crater classes
DOI: 10.5281/zenodo.4773323
title: PLANMAP - Deliverable D2.2 Mercury H-14 Debussy quadrangle 5 crater classes

description: Debussy quadrangle geologic (morphostratigraphic) map, 5 crater classes
DOI: 10.17632/h2kyzcj3r5.2
title: Raw_data_by_jeong_et_al

description: This data is a raw data set provided for review of research papers in the marine geology journal.
Research paper title is An uneven rhodolith distribution controlled by sea-bottom conditions near jeju island, korea
DOI: 10.17632/mfvm8fwf3s.1
title: Immunogenicity of convalescent and vaccinated sera against clinical isolates of ancestral SARS-CoV-2, beta, delta, and omicron variants. Banerjee et al.

description: Supplemental supporting data for phylogeny generation, frequency of mutations, and description of serum samples.
Table S1. Metadata for phylogenetic analysis, Related to Figure 1.
Table S2. Frequency of mutations (percentage read support) across the full genome of clinical isolates of beta, delta and omicron variants used in this study, Related to Figure 1. 
Table S3. Serum samples from different cohorts, Related to Figure 2 and 3.
DOI: 10.17632/s9z33x7dpz.1
title: Survey of GIAHS Monitoring and Evaluation Criteria and Indicators in Korea and Japan

description: This is the data set of web survey responses collected from Globally Important Agricultural Heritage Systems (GIAHS) officers and experts representing all five Korean and eleven Japanese GIAHS sites to test the feasibility of the proposed set of GIAHS Monitoring and Evaluation (M&E) criteria, sub-criteria, and indicators. The survey was conducted separately in the Korean language for Korean GIAHS and Japanese for Japanese GIAHS. Both surveys were administered online via SurveyMonkey from 15 to 25 September 2021. A survey entry was received from each of all eleven Japanese GIAHS sites adding up to eleven responses, while two entries were received from each Korean GIAHS site, accounting for ten responses. A combined total of 21 survey responses were received. The responses to the name of the GIAHS sites which the respondents represent are removed from this data set to provide confidentiality of their individual identities.
DOI: 10.17632/9g9yvfxxkt.1
title: Data from: nitrogen fertiliser supply affects yield, tuber quality and nitrogen use efficiency parameters of different potato and taewa (Solanum tuberosum L.) varieties grown in New Zealand 

description: This study aimed to compare the effects of commercial N rates (240 Kg/ha) and the non-application (0 Kg/ha) of N fertilisers on the yield and quality, of four potato cultivars -two commercial varieties (Nadine and Taurus) and two traditional Maori varieties (taewa) (Moemoe and Tutaekuri)- grown in the Manawatu region, New Zealand. The experiment was carried out using a plot design with randomised complete blocks with two replications; N fertiliser rates were applied to the plots, and potato and taewa cultivars were assigned to the rows (sub-plots). Marketable yield, aboveground dry biomass accumulation and tubers N assimilation of Nadine and Moemoe, and tuber dry matter content of Taurus were significantly increased by the N rate of 240 Kg/ha. No significant differences were observed between treatments for nitrogen harvest index (NHI) and nitrogen utilization efficiency (NUtE) index in any of the potato and taewa varieties evaluated. Harvest index (HI) and nitrogen uptake efficiency (NUpE) significantly increased with a N rate of 240 Kg/ha in Nadine variety, but remained the same in the other three potato varieties. The nitrogen use efficiency (NUE) index exhibited a significant decrease with the application of 240 Kg N/ha in all the evaluated varieties.

The data contains Excel files that are the result of direct measurements, laboratory tests and calculations..
DOI: 10.17632/cpr9skxb4j.1
title: Supplementary Information_Thermal plasticity of coral reef symbionts is linked to major alterations in their lipidome composition

description: Please find the supplementary tables of our study  in here.
DOI: 10.17632/8dg8zg3kj3.1
title: Data for: Assessing the impact of ocean acidification on the mechanical properties of sea urchin spines 

description: Results of strength testing (3-point bending) on urchin spines (Evechinus chloroticus) from two locations: C = Port Pegasus, Stewart Island, New Zealand; E = White Island, New Zealand.
DOI: 10.17632/j74twbhjxv.1
title: Skeletal Carbonate Mineralogy of Brachiopods: Smith, Freeman, Dixon-Anderson and Lee

description: Here we combine published and new mineralogical data on brachiopods from all over the world, including most major taxa, to investigate patterns in and controls on brachiopod carbonate mineralogy. Measurements of 1711 specimens in 147 species included 253 fossil specimens: living species range from 79°N to 74°S and from intertidal to almost 4000 m deep. Calcareous brachiopods create strong and resilient valves, formed of very low-Mg calcite (χ ̅ =1.3 wt% MgCO3 in the phylum). The Craniida (χ ̅ = 8.9 wt% MgCO3) and Thecideida (χ ̅ = 6.5 wt% MgCO3) are unusual in precipitating calcite with higher Mg content; these taxa are unusual in that they cement themselves to the substrate. This is the first study to find bimineralic brachiopods; a few species show a combination of low-Mg (χ ̅ = 0.8 wt% MgCO3) and intermediate-Mg calcite (χ ̅ = 7.2 wt% MgCO3). While Mg in calcite varies systematically among valve layers and sometimes along the growth axis, we found no consistent difference between valves of the same individual. A weak latitudinal signal indicates some overall temperature control of Mg, but in general brachiopods are strongly controlling, precipitating low-Mg calcite even when Mg:Ca ratios is seawater are high. The drivers and influences on brachiopod mineralogy range from individual to environmental to phylogenetic – the resulting variability is complex. Assuming simple mineralogy in brachiopods for paleoceanographic studies may need to be reexamined.
DOI: 10.17632/5jkzmmtkgk.1
title: Raw data BSS open label portion Clintrial NCT04811339

description: Raw data from open label portion BSS.  There are  6 worksheets entitled:  pre-existing comorbidities, COVID related symptoms & Morbidities, medications, symptom scores, baseline health scores and basic demographics
DOI: 10.17632/8t8zgz6g39.3
title: Patient Satisfaction with Synchronous Teledermatology during the COVID-19 Pandemic: A Systematic Review

description: The following supplemental documents include the PRISMA Flow Diagram, PRISMA Checklist, and Satisfaction Score Criteria.
DOI: 10.17632/mh9vv7hrgf.1
title: The software design of Gridap: A Finite Element package based on the Julia JIT compiler

description: We present the software design of Gridap, a novel finite element library written exclusively in the Julia programming language, which is being used by several research groups world-wide to simulate complex physical phenomena such as magnetohydrodynamics, photonics, weather modeling, non-linear solid mechanics, and fluid-structure interaction problems. The library provides a feature-rich set of discretization techniques for the numerical approximation of a wide range of mathematical models governed by Partial Differential Equations (PDEs), including linear, nonlinear, single-field, and multi-field equations. An expressive API allows users to define PDEs in weak form by a syntax close to the mathematical notation. While this is also available in previous frameworks, the main novelty of Gridap is that it implements this API without introducing a domain-specific language plus a compiler of variational forms. Instead, it leverages the Julia just-in-time compiler to build efficient code, specialized for the concrete problem at hand. As a result, there is no need to use different languages for the computational back-end and the user front-end anymore, thus eliminating the so-called two-language problem. Gridap also provides a low-level API that is modular and extensible via the multiple-dispatch paradigm of Julia and provides easy access to the main building blocks of the library if required. The main contribution of this paper is the detailed presentation of the novel software abstractions behind the Gridap design that leverages the new software possibilities provided by the Julia language. The second main contribution of the article is a performance comparison against FEniCS. We measure CPU times needed to assemble discrete systems of linear equations for different problem types and show that the performance of Gridap is comparable to FEniCS, demonstrating that the new software design does not compromise performance. Gridap is freely available at Github (github.com/gridap/Gridap.jl) and distributed under an MIT license.
DOI: 10.17632/x3ddt4gbkc.1
title: rigidPy: Rigidity analysis in Python

description: rigidPy is a Python package that provides a set of tools necessary for studying rigidity and mechanical response in elastic networks. It also includes suitable modules for generating new realizations of networks with applications in glassy systems and protein structures. rigidPy is available freely on GitHub and can be installed using Python Package Index (PyPi). The detailed setup information is provided in this paper, along with an overview of the mathematical framework that has been used in developing the package.
DOI: 10.17632/y8nwmwvs5n.1
title: Dynamic Surface Topography Data for Assessing Intra- and Interindividual Variation of Vertebral Motion

description: This data set provides dynamic surface topography (ST) measurements to assess the intra- and interindividual variation of vertebral motion during gait sequences. Surface topography is also known as video rasterstereography. The orientation of all vertebral levels from vertebra prominens (VP) down to L4 as well as the pelvis were acquired while the test persons were walking at different speed levels (2 km/h, 3 km/h, 4 km/h). Ten gait cycles were recorded in each test sequence. In total, 12 volunteers, 10 males and 2 females in the age between 20 and 70, participated in the study. Only asymptomatic and pain free volunteers were included, i.e. individuals without self-reported spinal problems. The BMI had to be below 30 due to a limitation of the used ST system. Additionally, it was required that the test person was able to walk without problems on the treadmill at each addressed motion speed. On the one hand, this setup allows to figure out the consistency of spinal motion during the gait sequences for the particular individuals even when the speed levels changed. On the other hand, this intra-individual consistency can be compared with the variation which occurs between the individuals.

A first analysis of the data was provided in Haimerl et al. Comprehensive visualization of spinal motion in gait sequences based on surface topography. Human Movement Science. 2022 Feb;81:102919. In this paper, it was demonstrated how the variation in motion characteristics can be visualized in an intuitive way. This was achieved by a separation of the signals into the particular vertebrae and gait cycles. Subsequently, juxtaposition and superimposition techniques were utilized to provide visual representations of the particular types of variation. It was demonstrated that the average vertebral orientation remained highly consistent even when the test persons were walking at different speed levels. Contrary, this orientation varied substantially between the individuals. Thus, the average vertebral orientation represents individual motion characteristics. It constitutes some kind of neutral profile of the spine. The motion caused by the gait cycles oscillates around these neutral positions.

The provided data contains the entire set of test data in this study, including all postural measurements available in the dynamic ST recordings. The utilization of ten gait cycles per test sequence allows a comprehensive processing and analysis of the motion patterns. Thus, the measurements can be utilized for further analysis steps regarding individual characteristics of spinal motion during gait sequences.
DOI: 10.17632/cvgx9s3xrt.1
title: Agricultural Certification compliance

description: A systematic review of compliance
DOI: 10.17632/2cxkjjhrnf.1
title: ValenciaTempMort

description: This data is part of a more extensive dataset aimed to estimate the impacts of temperature policies on population health in the city of Valencia, Spain, in the framework of the European multi-city project PHASE (Public Health Adaptation Strategies to Extreme weather events)  [1]. The data includes daily counts of all-cause mortality, excluding external causes (by gender and age groups), cardiovascular and respiratory diseases, meteorological variables, and air pollutants. 

[1] de' Donato FK, Leone M, Scortichini M, De Sario M, Katsouyanni K, Lanki T, et al. Changes in the Effect of Heat on Mortality in the Last 20 Years in Nine European Cities. Results from the PHASE Project. Int J Environ Res Public Health. 2015;12(12):15567-83. doi: 10.3390/ijerph121215006
DOI: 10.17632/x2kh8dryx7.2
title: Data for "RL of Carleman-based Nonlinear Power Systems Models"

description: In this repository I am sharing the data used for the figures of the paper "Recursive Linearization of Carleman-based Nonlinear Power Systems Models". In addition, the codes used for obtaining those data are also provided.
The description of the provided codes is provided below:
- CompTimes.m - Contains the data of the drawn figures
- F22_Kronecker.m - Code for computing F22 based on the Kronecker product.  
- F23_Kronecker.m - Code for computing F23 based on the Kronecker product. 
- F33_Kronecker.m - Code for computing F33 based on the Kronecker product. 
- RL_F22.m - Code for computing F22 based on the RL rule
- RL_F22_sparse.m - Code for computing F22 based on the sparse RL rule
- RL_F23.m - Code for computing F23 based on the RL rule
- RL_F23_sparse.m - Code for computing F23 based on the sparse RL rule
- RL_H23_Jordan.m - Code for computing H23 (F23 in the Jordan coordinates) based on the RL rule
- RL_H23_sparse.m - Code for computing F23 based on the sparse RL rule
- RL_F33.m - Code for computing F33 based on the RL rule
- RL_F33_sparse.m - Code for computing F33 based on the sparse RL rule
DOI: 10.17632/c8n42jz525.1
title: Dataset for: Right hemispheric white matter hyperintensities improve the prediction of spatial neglect severity in acute stroke

description: Online materials for the project on the influence of white matter hyperintensities (WMH) on prediction accuracy of acute spatial neglect severity (Röhrig, Sperber, Bonilha, Rorden, & Karnath). 
The dataset includes lesion overlap maps, analysis scripts, and results. 
Code was generated using Matlab R2019a (The MathWorks, Inc., Natick, USA). 
For the SVR algorithms, the 'libsvm' package by Chang & Lin (2011; https://doi.org/10.1145/1961189.1961199) was used. 
For more information, see the .txt-files provided. 
The zip-folder can be extracted using freeware.
DOI: 10.17632/c59rssj3t4.6
title: BenCoref: A Dataset of Nominal Phrases and Pronominal Reference Annotations

description: This is a partial dataset of the original BenCoref work. This data contains text from Novel and Story category only.
DOI: 10.17632/jr7p6tvdww.1
title: Altered adult neurogenesis and gliogenesis in mesial temporal lobe epilepsy patients

description: Altered adult neurogenesis and gliogenesis in mesial temporal lobe epilepsy patients
DOI: 10.17632/47sm4njrbt.2
title: Test-repo-jrbt

description: Just a test run to see how Mendeley works.
DOI: 10.17632/y4jrtkw523.1
title: JAAD supplementary materials

description: JAAD supplementary materials
DOI: 10.17632/vgb4rcsspf.1
title: Dataset on the effect of six antibiotics on the gas production capacity of anthracite hydrogen-producing bacteria

description: The impact of antibiotics on H2-producing bacteria must be considered in the industrialization of biological H2 production using livestock manure as raw resources. However, whether antibiotics that may be contained in excreta will threaten the safety of biohydrogen production needs to be researched. In this research, six single antibiotics and three combined antibiotics were tested and analyzed by gradient experiment method. The H2 production rate, CHO content, pH and OD600 were used to analyze the effects of various antibiotics introduction on the hydrolysis, fermentation and Hz production. Four typical representative samples were selected for biodiversity analysis from the single antibiotic experiment groups. Total more than 1600 pieces of data were obtained in the experiment. Data confirmed that most antibiotics have different degrees of H2 production inhibition, while some antibiotics, which like Penicillin G, Streptomycin Sulfate, and their compound antibiotics, could promote the growth of Ethanoligenens sp. and improve H2 yield on the contrary. According to the changes of key metabolic intermediates and end products, the effect mechanism of each antibiotic type and dose on H2 production were summarized as follows: the main inhibitory mechanisms were: (1) board-spectrum inhibition, (2) partial inhibition, (3) H2 consumption enhancement; and the enhancement mechanisms were: (1) enhance the growth of H2-producing bacteria, (2) enhanced starch hydrolysis, (3) inhibitory H2 consumption or release of acid inhibition. Meanwhile, data analysis found that the effect of antibiotics on H2 producing was not only related to type, but also to dosage. Even one kind of antibiotic may have completely opposite effects on H2-producing bacteria under different dosage conditions. Inhibition of H2 yield was highest with Levofloxacin at 6.15 mg/L, gas production was reduced by 88.77%; and enhancement of H2 yield was highest with Penicillin G at 7.20 mg/L, the gas production increased by 72.90%. In the selection of raw material, the type and content of antibiotics demand a detailed investigation and analysis to ensure that the sustainability of H2 yield.
DOI: 10.17632/zwfhvt2zgp.2
title: One year buoy datasets off the coast of Terengganu in the southern South China Sea

description: This dataset comprised oceanographic data collected by an oceanographic buoy off the coast of Terengganu in the southern South China Sea (SCS) at 4.87 °N and 104.83 °E as part of a collaboration between Universiti Malaysia Terengganu (Malaysia) and the First Institute of Oceanography (China). The dataset includes surface sea water temperature, surface sea water salinity, and eastward and northward sea water velocities recorded from the surface to the bottom. The data were obtained every 30 minutes between 1 December 2019 and 26 November 2020.
DOI: 10.17632/ys94wbrcd7.1
title: A set of data on the destructive effect of high molecular weight fatty acids of vegetable oils (olive, corn, palm) on the strength of cement-sand mortar and concrete

description: A set of data on the aggressive and destructive effects of saturated and unsaturated high molecular weight fatty acids of olive, corn and palm oil on cement-sand mortar and concrete is presented.
DOI: 10.17632/nvpn94bb8x.2
title: The Testing Effect with Free Recall: Organization, Attention, and Order Effects

description: Materials, Data, and SPM Input
DOI: 10.17632/bp9yrg9bkj.1
title: Flexible Job Shop Scheduling with Lot Streaming and Resource Restrictions

description: These test instances are generated for the multiple-resource-constrained flexible job shop scheduling problem.
DOI: 10.17632/5c3x8smx4d.3
title: S2SLT-E2K: Sequence to Sequence Language Translation from English to Konkani using Neural Machine Systems

description: The code and dataset has been included in this. Code file is in .ipynb format. Dataset contains English and Konkani equivalent sentences which in total has 70158 rows. The dataset file is in .xlsx format which may have to be converted to .csv file format while executing.

We would like to express our gratitude to Indian Language Technology Proliferation and Deployment Centre for providing us with the datasets.
DOI: 10.17632/8np6p4mgzk.1
title: A Two- stage DEA Approach to evaluate Maritime Transport performance in  European countries 

description: This dataset is employed to analyze the maritime transport efficiency of European member countries during 2016-2019 period
DOI: 10.17632/tfvsb7gz7n.1
title: Engineering Protein Activity into Off-the-Shelf DNA Devices

description: Raw data for the manuscript "Engineering Protein Activity into Off-the-Shelf DNA Devices".
DOI: 10.17632/6b2xhnkfj3.2
title: Three types of typhoon-induced upwellings enhance coastal algal blooms: a case study

description: We used a fine-resolution coupled physical-biological model to figure out the dynamic connections between algal bloom and phosphate-rich Kuroshio subsurface water around ECS, here are the model data used in paper. All data are saved in NetCDF format with brief but clear descriptions in each .nc files.
DOI: 10.17632/fgf8gs8tmy.1
title: Greek Toponymy Wine Labels

description: Greek wine labels that named after the toponymy of the vineyard
DOI: 10.17632/d3wdzgz88s.2
title: Software Development Analytics in Practice : A Systematic Literature Review

description: Software Development Analytics in Practice : A Systematic Literature Review
DOI: 10.17632/59jzb5zwrw.2
title: Dataset on ambulance deployment and redeployment 

description: These data consist of a network of demand areas and ambulance potential sites for research on optimizing ambulance deployment and redeployment. The reported data are useful for researchers interested in developing and comparing ambulance deployment and redeployment models (mathematical programming models, simulation, etc.). They contain 199 demand areas and 3 cases related to ambulance potential sites (18, 22, and 40 potential sites). All data are gathered from the Moroccan context (Fez-Meknes region).