cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.21429354.v1
title: CIFAR10-DVS dataset aedat4 format

description: This is a pre-processed version of the original dataset here https://figshare.com/articles/dataset/CIFAR10-DVS_New/4724671/2 <br> the aedat2 files have been converted to aedat4, that's all.
DOI: 10.6084/m9.figshare.28030727.v1
title: Data from Assessing Learning Outcomes in Disaster Management Education

description: Post assessment data
DOI: 10.6084/m9.figshare.7910645.v1
title: Greenland_sequence_table.txt

description: This sequence table was analyzed in the manuscript/paper "Bacterial community changes with cryoconite granule size and their susceptibility to exogenous nutrients on 10 glaciers in northwestern Greenland".
DOI: 10.17632/cjcmndr9dm
title: Daguan shale gas Well-Log data

description: This dataset contains three well-log data(D1,D2,X1),which located in Daguan area, northeast of Yunnan province, China. It is being made public both to act as supplementary data for publications of Qiao Wang and in order for other researchers to use this data in their own work. The purpose of the dataset was to investigate the shale gas resources in the Daguan area. All tests were performed on a well-Log equipment MTC6600, which tested the following parameters: GR, AC, SP, DEN, CNL, et al..This research project was made possible by a grant from the China Geological Survey Foundation.
DOI: 10.25375/uct.28687148.v1
title: Raw Seismic Data for Traffic Interferometry Experiment from Ithaca, NY, USA

description: This file contains the raw seismic data needed to reproduce the results of the accompanying manuscript "Retrieval of body waves with seismic interferometry of vehicle traffic: A case study from upstate New York, USA"<br>Seismic interferometry of vehicle traffic recorded by a vertical component seismograph array along a highway in upstate New York has recovered surface and body waves with velocities in agreement with waves propagating through the Devonian and Silurian shales of New York state. The faster arrivals extracted via interferometry have velocities that agree with P-waves observed by a controlled-source refraction survey and with local velocities derived from local seismicity in the study region. While the slower linear arrivals retrieved with interferometry agree with Rayleigh waves observed in the refraction survey. Although vehicle traffic was observed during every hour of data, there is a clear contrast in traffic volume between peak hours and non-peak hours, where the volume considerably diminishes, as expected. Interestingly, amplitude variation across the dataset is not substantial, resulting in little need for amplitude normalization to successfully extract body waves, nonetheless better results are obtained when cross-coherence is used in conjunction with small time windows to reduce crosstalk among the vehicle sources, given their transient nature. In comparison to other seismic sources such as trains, vehicle traffic also has a broadband signature, although more compact in time as shown by spectrograms. The results presented here suggest that vehicle traffic can function as an effective seismic source for body wave interferometry under the right conditions and survey geometries.
DOI: 10.6084/m9.figshare.11473140.v1
title: Interspecific competition selects against Pseudomonas aeruginosa mutators.

description: Data set from Interspecific competition selects against <i>Pseudomonas aeruginosa</i> mutators.
DOI: 10.6084/m9.figshare.19968170.v1
title: Nitrogen content, SPAD index and production of single head broccoli

description: ABSTRACT In the management of single head broccoli nitrogen fertilization, there is no study indicating the critical level and adequate range of N content and SPAD index in the leaves to evaluate the nitrogen nutritional status. This work was carried out in two consecutive years with control without N and three rates of N (150; 300 and 450 kg ha-1). The treatments were arranged in the experimental design of random blocks, with four replications. All productive characteristics were significantly influenced by N rates. The fresh inflorescence mass reached a maximum value of 822 g with 308 kg ha-1 N. The critical levels were 61.1 g kg-1 for total N foliar content and 71.31 ud SPAD at 40 DAT. The SPAD index presented high correlations with the total N content in the leaves (r = 0.93; p&lt;0.034) and with the maximum fresh mass of the inflorescence (r = 0.99; p&lt;0.001). The ranges of N content (low ≤52.5; medium 52.6 to 57.4; sufficient 57.5 to 61.1 and high &gt;61.1 g kg-1) and SPAD index (low ≤68.48; medium 68.49 to 70.47; sufficient 70.48 to 71.31 and high &gt;71.31 ud SPAD) are proposed for assessing the N nutritional status of single head broccoli.
DOI: 10.6084/m9.figshare.20152793.v1
title: Raw XRD data of diclofenac sodium loaded aerogel

description: <strong>XRD raw data of as diclofenac sodium loaded aerogel used in the manuscript titled Nanofibrillated cellulose aerogel from Khat (</strong><em><strong>Catha Edulis</strong></em><strong>) waste: fabrication and characterizations</strong>
DOI: 10.6084/m9.figshare.27216117.v1
title: bip2024

description: Summary statistics from the Psychiatric Genomics Consortium
DOI: 10.17632/2wbbhbzst9
title: Data for: Recognition of sedimentary environments using handheld gamma-ray spectrometry in Pleistocene Fennoscandian Ice Sheet glaciogenic basin, northern and central Poland

description: The dataset comprises Supplement cited in the main manuscript and original data obtained during the fieldwork and used in the study.
DOI: 10.17632/cfvpfvxm55
title: EDS-TEM measurements of precipitates and matrix in equilibrium (alpha+beta) Zr-1Nb alloys with Ta addition

description: The Zr-1.05Nb, Zr-0.85Nb-0.20Ta and Zr-0.85Nb-0.40Ta alloys with an alpha plus beta equilibrium microstructure (annealing 570 °C for 3840 h) were measured by EDS-TEM. The measurements of beta phase (precipitates) was carried out in carbon extraction replicas and alpha phase (matrix) was carried out in thin films. The EDS-TEM spectra were obtained with a field emission TEM FEI Tecnai F20 G2 (FEG) operated at 200 kV with an EDAX EDS detector, take-off angle 14.8°, sample rotation 15° and data collected from a focused spot of 15 nm diameter (spot3). The EDS-TEM measurements were made by Dra. Eugenia Zelaya in the Centro Atómico Bariloche, Comisión Nacional de Energía Atómica, Argentina. The group of measurements in this dataset will be the main part of a manuscript written by P.A. Ferreirós, P.R. Alonso, D.P. Quirós, E. Zelaya and G.H. Rubiolo,
DOI: 10.17632/jzp4vssmvv
title: parenting concerns of breast cancer patients

description: reaserch data for parenting concerns of young and middle-aged female breast cancer patients from one hospital in guangzhou.
DOI: 10.6084/m9.figshare.20160431.v1
title: PKR_chiroptera_paralogs_codon_aln.fas

description: Alignment of PKR paralogs from Chiroptera (Fig 1 Jacquet et al 2022)
DOI: 10.6084/m9.figshare.25445662.v1
title: Metas SMART recomendadas pelo ChatGPT para práticas colaborativas na <i>Global Strategy to Accelerate the Elimination of Cervical Cancer</i>: uma análise de conteúdo

description: <b>Introdução:</b> Casos de câncer de colo uterino crescem a cada ano na região das Américas devido aos fatores socioeconômicos, vulnerabilidade de mulheres e carência de ações efetivas e que considerem os determinantes sociais em saúde. Neste bojo, desvelar práticas colaborativas interprofissionais possibilita potencializar a linha de cuidado a estas mulheres. <b>Objetivos: </b>Analisar quais são as práticas colaborativas na política <i>Global strategy to accelerate the elimination of cervical cancer as a public health problem</i>, valendo-se dos insigths oferecidos pelos critérios SMART gerados pelo ChatGPT. <b>Métodos:</b> Estudo exploratório de abordagem qualitativa, valendo-se de técnicas de análise documental. O ChatGPT foi usado como ferramenta para gerar critérios Específicos, Mensuráveis, Atingíveis, Relevantes e Temporizadas (SMART) no documento da World Health Organization (WHO), sendo posteriormente analisados com o método de análise indutiva de conteúdo de três etapas de Bardin. <b>Resultados: </b>Foram construídas cinco categorias: “Mensurável: metas e percentuais implicados na estratégia global de eliminação do câncer de colo uterino”, “Monitoramento de ações assistenciais e fortalecimento do acesso de mulheres a vacina, rastreio e tratamento”, “A tecnologia e outras inovações como aliados na superação de desafios e cumprimento da estratégia global”, “Elos com os Objetivos de Desenvolvimento Sustentável e colaborações de múltiplos setores públicos e privados” e “Práticas colaborativas e potencialidades para expansão socioculturamente congruente dos aspectos educacionais da estratégia global”. <b>Conclusões</b><b>:</b> Analisou-se que as metas SMART que emergiram apontam para que até o ano de 20230, na perspectiva da WHO, ações de rastreio, diagnóstico e tratamento estejam encaminhadas em países subdesenvolvidos e em desenvolvimento, em observância aos Objetivos do Desenvolvimento Sustentável. Nota-se que as práticas colaborativas valorizam a estratégia da WHO, sinalizando caminhos que a estratégia deve cumprir.
DOI: 10.17632/f99fb68rz4
title: Intrinsic Motivation - Psychology

description: Introduction:
The pursuit of understanding intrinsic motivation has long been a subject of interest in psychology and education. Mathematical models offer a structured approach to studying this phenomenon, providing insights into how intrinsic motivation evolves over time. In this essay, we will analyze the potential graphs generated by the code provided, which illustrates six mathematical models of intrinsic motivation.

Linear Model:
The linear model portrays intrinsic motivation as a linear function of time. It suggests a constant rate of change in motivation, indicating a steady increase or decrease over time. This model is simplistic but provides a straightforward representation of how intrinsic motivation may change linearly with time.

Exponential Model:
The exponential model depicts intrinsic motivation as an exponential growth or decay function. This model suggests that motivation experiences rapid growth or decline initially, followed by a gradual leveling off as time progresses. It implies that intrinsic motivation may exhibit rapid changes in the early stages, tapering off to reach a stable state later.

Power Law Model:
The power law model describes intrinsic motivation as a power function of time. This model suggests that motivation follows a nonlinear trajectory, with the rate of change influenced by a power term. It implies that intrinsic motivation may exhibit nonlinear growth or decay patterns, characterized by periods of rapid change followed by slower transitions.

Logistic Growth Model:
The logistic growth model presents intrinsic motivation as a sigmoidal function of time. This model suggests that motivation initially experiences rapid growth, followed by a period of gradual saturation as it approaches an upper limit. It implies that intrinsic motivation may exhibit an "S-shaped" curve, with an initial phase of acceleration followed by stabilization.

Sigmoidal Model:
The sigmoidal model also depicts intrinsic motivation as a sigmoidal function of time, similar to the logistic growth model. However, it introduces an additional parameter that influences the baseline level of motivation. This model suggests that intrinsic motivation may vary based on an individual's inherent characteristics, such as personality traits or external influences.

Piecewise Linear Model:
The piecewise linear model divides the time interval into two segments, each characterized by a linear function of time. This model suggests that intrinsic motivation may undergo distinct phases, with different rates of change in each phase. It implies that motivation may exhibit abrupt transitions or shifts in direction over time.
DOI: 10.17632/rgtk6jygjc
title: One-shot entorhinal maps enable flexible navigation in novel environments - part 1

description: Neuropixels 1.0 and 2.0 were used to collect electrophysiological data from head-fixed mice navigating virtual reality linear environments or from freely moving mice randomly foraging in open field environments. This dataset is part 1 of 2 and contains data from two tasks: 1. The Build-Up Track; 2. The Random Environment Track. More details can be found at the preprint here: https://www.biorxiv.org/content/10.1101/2023.09.07.556744v1. A link to a peer-reviewed publication will be provided once available.

All of the .mat files contain the following virtual reality (VR) variables:
1. post: time bin for each observation. n_obs x 1
2. posx: position along a VR track for each observation. n_obs x 1
3. trial: trial number for each observation. n_obs x 1
4. lickt: time stamp for each lick. n_licks x 1
5. lickx: position along a VR track for each lick. n_licks x 1
6. trial_starts: trial number on which each block of trials begins. n_blocks x 1

In this dataset, each VR session is also associated with a Neuropixels 1.0 recording. The neural data is included in the same .mat file with the following variables: 
1. sp: struct containing the outputs of spike sorting the data with Kilosort2. Some fields of note include the following, but see https://github.com/MouseLand/Kilosort for more details: 
- st: spike times, synced to the start of a VR session. n_spikes x 1
- clu: cluster identity associated with each spike. n_spikes x 1
- cids: unique cluster identity labels
- cgs: cluster group for each cluster, where 0=noise, 1=mua (multiunit activity), 2: good.
2. all_maps: 2cm spatially-binned firing rates. n_neurons x n_trials x n_spatial_bins
3. clu_ids: the Kilosort2 cluster identity label of each neuron in all_maps. n_neurons x 1
DOI: 10.6084/m9.figshare.11316713.v1
title: MECP2 ClinVar genetic variant data in CSV

description: MECP2 genetic variant data from ClinVar in CSV format.<br>FAIR machine-readable metadata is available at:http://purl.org/biosemantics-lumc/rettbase/fdp<br>
DOI: 10.6084/m9.figshare.23291762.v1
title: Raw scRNA-seq data for Uhlitz et al.

description: Raw, unnormalized scRNA-seq data from Uhlitz et al. colorectal cancer patient cohort. format: h5ad saved under scanpy version 1.9.1, anndata version 0.8.0 gzip compressed internally (may be slower to load) counts were soupx-corrected for ambient mRNA contains clinical metadata annotations in obs and gene annotations in var dataframes. Originally published in: Uhlitz, F., Bischoff, P., Peidli, S., Sieber, A., Trinks, A., Lüthen, M., ... & Morkel, M. (2021). Mitogen‐activated protein kinase activity drives cell trajectories in colorectal cancer. <em>EMBO molecular medicine</em>, <em>13</em>(10), e14123. <br>
DOI: 10.6084/m9.figshare.5114068.v3
title: Quercus pubescens chorology

description: Distribution map of downy oak (<i>Quercus pubescens</i>)<br><br>These maps were produced by combining numerous and heterogeneous data collected from atlas monographs providing complete species distribution maps, from national to regional atlases, occurrence geo-databases, scientific and grey literature.<br>The maps were created using ESRI shapefiles (*.shp, *.shx, *.dbf, *.prj files) archived in the ZIP file. Species range is mapped with polygon features (name suffix "plg"), which define continuous areas of occupancy of the species, and with point features (name suffix "pnt"), which identify more fragmented and isolated populations. If synanthropic occurrences are reported outside the species natural range, additional point and/or polygon shapefiles are also present (suffix "syn"). <br>Polygon borders delimiting species ranges are generalized across the mainland and sea boundaries. This offers the possibility to mask sea areas or to clip and extract the terrestrial range parts using GIS data layers of the users' choice. An additional version of polygon ranges are clipped with a coastline (name suffix "clip"), which have been derived from Natural Earth dataset "Admin 0 - Countries" 1:50M version 4.1.0 (https://www.naturalearthdata.com). <br><br>Please cite as:<br>Caudullo, G., Welk, E., San-Miguel-Ayanz, J., 2017. Chorological maps for the main European woody species. Data in Brief 12, 662-666. DOI: doi.org/10.1016/j.dib.2017.05.007 <br><br>Additional information and used references are on 'supplementary materials' document:<br>https://doi.org/10.6084/m9.figshare.5091901<br><br>Chorological maps are part of the "European Atlas of Forest Tree Species" project:<br>https://w3id.org/mtv/FISE-Comm/v01
DOI: 10.6084/m9.figshare.12483473.v1
title: PI1M: A Benchmark Database for Polymer Informatics

description: Open source data in large scale are the cornerstones for data-driven research, but they are not readily available for polymers. In this work, we build a benchmark database, called PI1M (referring to ~1 million polymers for polymer informatics), to provide data resources that can be used for machine learning research in polymer informatics. A generative model is trained on ~12,000 polymers manually collected from the largest existing polymer database PolyInfo, and then the model is used to generate ~1 million polymers. A new representation for polymers, polymer embedding (PE), is introduced, which is then used to perform several polymer informatics regression tasks for density, glass transition temperature, melting temperature and dielectric constants. By comparing the PE trained by the PolyInfo data and that by the PI1M data, we conclude that the PI1M database covers similar chemical space as PolyInfo, but significantly populate regions where PolyInfo data are sparse. We believe PI1M will serve as a good benchmark database for future research in polymer informatics.
DOI: 10.6084/m9.figshare.21089614.v1
title: A novel inovirus reprograms metabolism and motility of marine Alteromonas

description: The whole genome, annotation and quality information of phage ϕAFP1 and<em> A. abrolhosensis</em> strain JKT1. <br> If you use the data, please cite: Jia, K., Y. Peng, X. Chen, H. Jian, M. Jin, Z. Yi, M. Su, X. Dong & M. Yi (2022) A Novel Inovirus Reprograms Metabolism and Motility of Marine <em>Alteromonas</em>. <em>Microbiology Spectrum,</em> 10<strong>,</strong> e03388-22.
DOI: 10.17632/2pfm8c3kgp
title: Website movie data

description: website_data.zip contains Image and Text Introduction Data of Movies in eleven sites

dataset.zip is a training set of text and images.
DOI: 10.17632/gft65z43hs
title: A Comprehensive Central Kurdish Sound Dataset for Robust Speech-to-Text Transformation

description: Exploring the intricacies of Speech Recognition Technology (SRT), our dataset encompasses a wide range of age demographics, spanning from adolescents to individuals in their fifties. This diverse dataset comprises a substantial collection of raw data, amounting to 1,739,089 entries. Within this dataset, a meticulous curation process has yielded a total of 1,683 hours of data, providing a thorough examination of language acquisition patterns across different age cohorts within the Central Kurdish linguistic domain.
DOI: 10.25446/oxford.28202879.v1
title: Subnational Impact Data

description: Compilation of the impact data (including subnational impact data) described in the manuscript 'A Bayesian Approach for Earthquake Impact Modelling', available at: https://arxiv.org/abs/2412.15791. The data is collected from numerous sources, which are linked in the relevant column.
DOI: 10.6084/m9.figshare.15050367.v1
title: Cantos de las ranas y los sapos de Colombia

description: Listado de la literatura publicada de los cantos de anuncio de las especies de ranas y sapos con ditribución en Colombia
DOI: 10.6084/m9.figshare.16566084.v1
title: Supplementary Material for: Downregulation of <b><i>Arntl</i></b> mRNA Expression in Women with Hypertension: A Case-Control Study

description: <b><i>Background:</i></b> Previous studies have reported that disturbance of endogenous circadian rhythms enhances the chance of hypertension and suggested that circadian clock genes could have a crucial function in the onset of the disease. This case-control study was aimed to investigate the association of the mRNA expression of aryl hydrocarbon receptor nuclear translocator like (<i>Arntl</i>), clock circadian regulator (<i>Clock</i>), and period circadian regulators 1 and 2 (<i>Per1</i> and <i>Per2</i>) with hypertension and blood pressure levels. <b><i>Methods:</i></b> A total of 172 subjects were recruited in this study, including 86 hypertension and 86 nonhypertension controls. The mRNA expression levels in peripheral blood mononuclear cells were determined by real-time quantitative polymerase chain reaction. The differences in <i>Arntl</i>, <i>Clock</i>, <i>Per1</i>, and <i>Per2</i> mRNA expression were compared between the 2 groups, and the relationship between mRNA expression and cardiometabolic risk profiles was also assessed. <b><i>Results:</i></b> We found that the mRNA expression of <i>Arntl</i> was downregulated in the hypertension cases compared with controls in women (1.10 [0.66, 1.71] vs. 1.30 [0.99, 2.06], <i>p</i> = 0.031). There was a significant negative correlation between the <i>Arntl</i> mRNA expression and SBP (<i>r</i> = −0.301, <i>p</i> = 0.004) and DBP (<i>r</i> = −0.222, <i>p</i> = 0.034) in women. In men, a negative correlation between the <i>Per1</i> mRNA expression and SBP (<i>r</i> = −0.247, <i>p</i> = 0.026) was found. <b><i>Conclusions:</i></b> The <i>Arntl</i> mRNA expression may play an important role in progression of hypertension in women.
DOI: 10.6084/m9.figshare.27217230.v3
title: Data of the IEHGES test systems.

description: Two test systems are included: A medium test system comprising IEEE 30-bus DEN, 32-node Barry Island DHN, 14-node DGN; A larger test system consisting of IEEE 118-bus DEN, 51-node DHN in Jilin Province and 48-node DGN.
DOI: 10.17632/bv26kznkjs
title: Clinical cases of Dengue and Chikungunya

description: This data set presents clinical and sociodemographic information of confirmed patients of Dengue and Chikungunya, as well as patients cases discarded from these same diseases. The data were accounted for two databases, the first is from the Health Problem and Notification Information System, from Portuguese Sistema de Informação de Agravo de Notificação (SINAN), that occurred in the state of Amazonas, from 2015 to 2020; The second if from Dados Recife, an open data portal of the city Recife, in the state of Pernambuco, also from 2015 to 2020. The data set has 17,172 records and 27 attributes. This data set contains four CSV files, the "data set.csv" file contains the pre processed data set itself, the "attributes.csv" file contains information about each attribute present in the data set, the files “sinan-db.csv” and “recife-db.csv” contains the original data set.
DOI: 10.17632/hwngnvmm7m
title: Farm — A flexible asymptotic R-matrix package

description: Abstract The R-matrix formalism has been highly successful in describing a wide range of atomic and molecular scattering problems. A computational bottleneck in these calculations is the treatment of the scattering in the external region of configuration space where exchange effects may be neglected. A new package for solving this external region scattering problem is described. The package uses a combination of R-matrix propagation techniques to ensure optimum stability and efficiency in integrating ... Title of program: FARM Catalogue Id: ADAZ_v1_0 Nature of problem The program solves the scattering problem in the asymptotic region of R-matrix theory where exchange is negligible. Versions of this program held in the CPC repository in Mendeley Data ADAZ_v1_0; FARM; 10.1016/0010-4655(94)00178-5 ADAZ_v1_1; FARM_2DRMP; 10.1016/j.cpc.2009.07.017 This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018)