cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/m5sm9c6wcx.1
title: Mini-lysimeter Software

description: Development of more efficient and sustainable irrigation technology is critical to maintain horticultural production in a water scarce future. Sensor controlled irrigation is an emerging technology that has the potential to increase irrigation efficiency and reduce overwatering by using real-time data on container water status to control the timing and volume of irrigation events. This project presents a novel irrigation control system using lysimetry. We develop small scale lysimeters, referred to as mini-lysimeter, which provide a direct measure of actual evapotranspiration (ET) via a change in mass of containerized crops. This data repository provides the software necessary to calibrate and operate a mini-lysimeter controlled irrigation system using the hardware design documents found in this data repository (doi: 10.17632/825zc3xwz4.1)
DOI: 10.17632/nk4n3jcsk6.1
title: Gait Assessment of  Chinese Elderly in Daily Environment Using the "Pocket Gait" App

description: This data set corresponds to the paper entitled "Gait Assessment of the Elderly with a Smart-Phone App: Impacts of Walking States, Exercise Amount and Age". The dataset includes demographic information of the participants and gait parameters (step frequency, max acceleration, min acceleration, acceleration root mean square, step variability, step regularity and symmetry) in three walking states (normal, fast-walking and simulated visually impaired).
DOI: 10.17632/25gx6pbc6s.1
title: bitcoin miners with individualized unknown miners

description: Dataset with information about the bitcoin miners from block 1 to block 682675 mined on May 9, 2021, the unknown miners have been individualized, the file contains the columns Height, Miner Name, Date, Year, Year_Month. This data set is derived from the set https://www.kaggle.com/jventrone/bitcoin-blockchain-data
DOI: 10.17632/tgjfsdb4t4.1
title: Altered serum phospholipids in atopic dermatitis and association with clinical status

description: This dataset is supporting information for the original article entitled "Altered serum phospholipids in atopic dermatitis and association with clinical status." Data are serum lipids concentrations in HC, AD, and Others. Unit of data is nM. 
Abbreviations: AD, atopic dermatitis; Cer, ceramide; HC, healthy controls; LPC, lysophosphatidylcholine; LPE, lysophosphatidylethanolamine; Others, non-AD with atopic comorbidities; PAF, platelet-activating factor; PC, phosphatidylcholine; SM, sphingomyelin; Sph, sphingosine.
DOI: 10.17632/r54zh37mc7.1
title: MyTextSum : Malay Text Summarization Dataset

description: The dataset consists of 100 news articles covering Natural Disaster and Events domains in Malaysia. The news articles are formatted in XML following the DUC 2002 text summarization dataset preparation. The total of 300 human summaries from 3 domains experts are included for summary evaluation. Our MyTextSum model with the application of Pattern-Growth Sentence Compression technique has shown promising results of F-Measure score of 0.5752 agreements when evaluated against human summaries and perform better than the Baselines (uncompressed) model.

Citation Reference:

Alias, S., Sainin, M. S., & Mohammad, S. K. (2020). Model Peringkasan Teks Ekstraktif Dwibahasa menggunakan Fitur Kekangan Corak Tekstual (Bilingual Extractive Text Summarization Model using Textual Pattern Constraints). GEMA Online® Journal of Language Studies, 20(3).

Alias S., Mohammad S.K., Gan K.H., Ping T.T. (2018) MYTextSum: A Malay Text Summarizer Model Using a Constrained Pattern-Growth Sentence Compression Technique. In: Alfred R., Iida H., Ag. Ibrahim A., Lim Y. (eds) Computational Science and Technology. ICCST 2017. Lecture Notes in Electrical Engineering, vol 488. Springer, Singapore. https://doi.org/10.1007/978-981-10-8276-4_14
DOI: 10.25318/3310038301-eng
title: Sources of funding approved or received due to the COVID-19 pandemic, third quarter of 2021

description: Sources of funding approved or received due to the COVID-19 pandemic, by North American Industry Classification System (NAICS), business employment size, type of business, business activity and majority ownership, third quarter of 2021.
DOI: 10.17632/nf3rmmgbfz.1
title: Trends in the Crowdfunding research

description: All 1950 publications on the topic of the Crowdfunding on Scopus!
DOI: 10.17632/2m69xh2fhs.2
title: iTRAQ paroxetine response

description: iTRAQ analysis of paroxetine responsive MDD patients and western blot validations
DOI: 10.17632/vkmx8fmcvg.1
title: Publications on the Financial reform research

description: All 370 publications on the topic of the Financial reform on Scopus for bibliometric analysis!
DOI: 10.17632/9c9tcxrmpx.1
title: HRQOL in caregivers of children with and without neurodevelopmental disabilities

description: The goal of this study is to investigate the HRQOL of familial caregivers attending to children with neurodevelopmental disorders compared with caregivers of neurotypical children. Comparative analyses of HRQOL will be performed depending on the severity of the child's disorder and the presence of comorbidities (i.e., children with comorbid diagnosis versus children with one neurodevelopmental disorder).
We assume that caregivers of children with neurodevelopmental disorders have a more negative perception of HRQOL than caregivers of children with neurotypical development. Specifically, we expect that the most affected areas will be those related to physical and mental health. Secondly, we anticipate that caregivers of children with comorbid neurodevelopmental disorders would report a more negative perception of their physical and mental health than caregivers of children without comorbidities. Finally, along the same line, we expect caregivers of children with moderate and severe disabilities to report a lower HRQOL than caregivers of children with mild disabilities.
DOI: 10.17632/pdd4mvs777.1
title: Методы определения размера популяции для алгоритма стаи ласточек при решении задачи оптимизиации параметров нечеткого классификатора

description: Результаты
DOI: 10.17632/xws5zf5y9j.2
title: Semantic Relatedness In RDF Knowledge Graphs

description: These data refer to the benchmarking of 10 methods for computing semantic similarity applied to 13 golden datasets.
The 10 addressed methods are: 
- Wikipedia Link-based Measure (WLM ) [Witten and Milne, 2008];
- Linked Open Data Description Overlap-based approach (LODDO) [Zhou et al. 2012] 
- Linked Data Semantic Distance (LDSD) [Passant, 2010]
- Linked Data Semantic Distance with Global Normalization (PLDSDGN) [Piao and Breslin, 2016] 
- Propagated Linked Data Semantic Distance (PLDSD) [Alfarhood et al. 2017] 
- Information Content-based approach [Schuhmacher and Ponzetto, 2014] 
- REWOrD [Pirrò, 2012]
- Exclusivity-based [Hulpuş et al 2015]
- ASRMP [El vaigh et al. 2020]
- Proximity-based [Leal, 2013]

The  13 golden datasets are: Atlasify240, B0, B1, GM30, MTurk287, R122, RG65, MC30, KORE-IT, KORE-HW, KORE-VG, KORE-TV, KORE-CN

In the experimentation, two DBpedia knowledge grapsh have been considered, i.e., with and without the dbo:wikiPageWikiLink links.
DOI: 10.6084/m9.figshare.16619764
title: Supplementary file

description: A critical evaluation of the effectiveness of physical exercise for blood pressure regulation
DOI: 10.6084/m9.figshare.16619764.v1
title: Supplementary file

description: A critical evaluation of the effectiveness of physical exercise for blood pressure regulation
DOI: 10.5281/zenodo.5507631
title: Data for the paper: Earth System Model Parameter Adjustment Using a Green's Functions Approach

description: This dataset contains model codes and scripts used to generate the results of the paper submitted to Geoscientific Model Development journal
DOI: 10.5281/zenodo.5507630
title: Data for the paper: Earth System Model Parameter Adjustment Using a Green's Functions Approach

description: This dataset contains model codes and scripts used to generate the results of the paper submitted to Geoscientific Model Development journal
DOI: 10.17632/8sh5f96dfp.1
title: A Reproducible POI Recommendation Framework: Works Mapping and Benchmark Evaluation

description: In the last years, most works have been concerned with proposing new methods and strategies to improve the points-of-interest (POI) recommendation. However, despite all their advances, there is not a uniform methodology to evaluate these proposed methods by a fair evaluation with metrics that cover different aspects besides accuracy. In this sense, our previous paper (Werneck et al., 2021) have studied the most recent works and proposed a specific framework to simulate and evaluate POI recommendations. Thus, here, we present a reproducibility framework of our previous experiments and results. This framework is composed of: (1) a package to perform analysis over a systematic mapping of the POI recommendation literature; and (2) an extensible benchmark to support research aiming to properly evaluate POI recommendations proposals. While the first contains all collected data and insightful views on current advances and opened challenges, the second addresses these problems by considering different datasets, metrics, and the strongest baselines in the literature. Moreover, this work also demonstrates all processes required to instantiate its framework and reproduces the results of the previous paper, leading us to the same conclusions.
DOI: 10.17632/dxc6czd8kd.1
title: Mechanical buckling can pattern the cuticle of Hibiscus trionum 

description: Data accompanying Airoldi et al. CellReports 2021). Images -Raw images a subset of which are used to generate Figure 2. Images were generated using Keyence digital microscope, while samples were stretched with ACME device (Robinson et al. 2017). Measurements - raw data measured from images used to generate figures.
DOI: 10.25318/3310038301-fra
title: Sources de financement approuvé ou reçu en raison de la pandémie de COVID-19, troisième trimestre de 202

description: Sources de financement approuvé ou reçu en raison de la pandémie de COVID-19, selon le Système de classification des industries de l’Amérique du Nord (SCIAN), l’effectif de l’entreprise, le type d’entreprise, l’activité de l'entreprise et le propriétaire majoritaire, troisième trimestre de 2021.
DOI: 10.25318/3310038501-eng
title: Liquidity and access to liquidity over the next three months, third quarter of 2021

description: Liquidity and access to liquidity over the next three months, by North American Industry Classification System (NAICS), business employment size, type of business, business activity and majority ownership, third quarter of 2021.
DOI: 10.17632/7354wcs3jp.1
title: Dependence Dynamic and Causality Between Crude Oil, Green Bond, Commodity, geopolitical risks and policy uncertainty 

description: This research explores for the first instance to the best of our understanding, the dynamically related nexus among the crude oil market returns and four major indices namely Bloomberg Commodity Index; the green bond index, geopolitical index and the US economic policy uncertainty index, from 2014M8 to 2021 M2. The paper makes a unique contribution to the extant empirical literature by using three novel econometric methods namely, the nonparametric test of Granger-causality-in-quantiles by Jeong et al. (2012), the quantile coherency estimation method by Barunik’s and Kley’s (2015) and the cross-quantilogram measure by the Han et al. (2016). For robustness tests, the paper adopts the method by Bolos et al. (2017).
DOI: 10.17632/7vp83m4tvr.1
title: Network analysis on Bitcoin arbitrage opportunities: Daily graphs

description: Network analysis gives a clear view of which exchanges are the leaders and intermediaries in the market. Our analysis of IN and OUT values showed which exchanges were the most attractive for buying and selling Bitcoin. Evaluating selling and buying opportunities enables market participants to be prepared by having money available in the appropriate exchanges when opportunities to buy or sell Bitcoin arise. First, we measured the betweenness coefficient to assess the exchange intermediaries. High values on this measure indicated that exchanges were mainly responsible for distributing market information. The next step was to evaluate the daily changes in the relationships between exchanges. These were measured by calculating IN and OUT coefficients to show incoming and outgoing signals. Nodes represent a specific exchange and each has incoming and outgoing arrows. Here we provide our results for 455 days starting from 2019-01-01 until 2020-03-30. Each figure reflects the network results for that day. As shown in Figure called "2019_01_07", this network has well-separated nodes representing the different exchanges. Arrows pointing to the exchange show IN values, meaning it is possible to successfully sell Bitcoin in that specific exchange. In contrast, OUT values show outgoing signals from the exchange. In this case, if Bitcoin was bought in the dsx exchange, it could be successfully sold to the other exchanges to which the arrows point (bitstamp, bitmarketlt, coinfalcon and others).
DOI: 10.17632/y8fnbz9j2x.3
title: Fish assemblage and fish habitat response to intentional, managed streamflow intermittency

description: Fish assemblage data and fish habitat data collected from 10 sites in the Rio Grande near Bosque del Apache National Wildlife Refuge, New Mexico, in 2020.  Surveys were performed weekly for five weeks as surface was intentionally reduced.

Archdeacon, T. P., Gonzales, E. J., & Thomas, L. I. (2021). Movement of Red Shiner during a regulated, intentional surface-flow recession. Ecology of Freshwater Fish, 00, 1– 11. https://doi.org/10.1111/eff.12635
DOI: 10.17632/4h9265nnrf.1
title: The transcription factor BCL11A defines distinct subsets of midbrain dopaminergic neurons. Tolve et al.

description: Summary: Midbrain dopaminergic (mDA) neurons are diverse in their projection targets, impact on behavior and susceptibility to neurodegeneration. Little is known about the molecular mechanisms establishing this diversity during development. We show that the transcription factor BCL11A is expressed in a subset of mDA neurons in the developing and adult murine brain and in a subpopulation of pluripotent stem cell-derived human mDA neurons. By combining intersectional labeling and viral-mediated tracing we demonstrate that Bcl11a-expressing mDA neurons form a highly specific subcircuit within the murine dopaminergic system. In the substantia nigra, the Bcl11a-expressing mDA subset is particularly vulnerable to neurodegeneration upon -synuclein overexpression or oxidative stress. Inactivation of Bcl11a in murine mDA neurons increases this susceptibility further, alters the distribution of mDA neurons and results in deficits in skilled motor behavior. In summary, BCL11A defines mDA subpopulations with highly distinctive characteristics and is required for establishing and maintaining their normal physiology.
Data description: each file contains raw data related to the indicated Figure of the Tolve et al. manuscript. Raw data are uncropped image files (.tif format) and/or excel tables with the quantifications that were used to create the graphs in the respective Figure. Figure 2 is based on data from Fernandes, H. et al. Single-Cell Transcriptomics of Parkinson’s Disease Human In Vitro Models Reveals Dopamine Neuron- Specific Stress Responses. Cell Reports 108263 (2020). Thus, we refer interested researchers to this publication for detailed data sets.
DOI: 10.17632/v8dv2wm6td.1
title: Designing and Evaluating Corrosion Sensing Coatings for Marine Environments

description: Photographic data sets from the result of various environmental exposures of various corrosion sensing coating samples. 
The sample combinations are PhPh & epoxy on steel, TB & epoxy on steel, PhPh & epoxy on TSZA coated steel, TB & epoxy on TSZA coated steel, PhPh & polyester on steel, TB & polyester on steel, PhPh & polyester on TSZA coated steel, and TB & polyester on TSZA coated steel.
The environmental exposures included, laboratory immersion, salt spray cabinet, offshore, and onshore coastal. 
The hypothesis of the research was two fold. Firstly it was thought that corrosion sensing coatings would detect corrosion in all the above defined environmental exposures. And secondly that their would be a reduction in the corrosion protection of the corrosion sensing coatings in comparison to control samples as assessed by a rust assessment (BS EN ISO 4628-3:2016).
The results demonstrated some corrosion sensing for all polymer/dye/substrate/environment combinations with the exception of PhPh & polyester on TSZA which did not sense in any environment. Rust assessment of the results demonstrated little difference in corrosions protection performance between the corrosion sensing coatings and requisit control coatings in any environment.
DOI: 10.17632/bvny2r6zyb.1
title: Modelling of Monoliths for Adsorption Processes

description: This dataset contains all the results presented in the PhD thesis "Modelling of Monoliths for Adsorption Processes" by R. Mennitto.
DOI: 10.25318/3310038501-fra
title: Liquidité et accès à la liquidité au cours des trois prochains mois, troisième trimestre de 2021

description: Liquidité et accès à la liquidité au cours des trois prochains mois, selon le Système de classification des industries de l’Amérique du Nord (SCIAN), l’effectif de l’entreprise, le type d’entreprise, l’activité de l'entreprise et le propriétaire majoritaire, troisième trimestre de 2021.
DOI: 10.17632/dsjcb6pyd8.1
title: Micro and Macro vascular complications in Type_II diabetes

description: This data set contains information about Micro and Macro vascular complications in Type-II diabetes patients. This includes input parameters like Age, BMI, Systolic BP, Diastolic BP, HbA1c, Family History, Onset Age, Smoking, Medication usage and target parameters like NEP, NEU, RET, CV, PER VAS.
DOI: 10.17632/ppcg3zb243.2
title: data and code for "Host type and pricing on Airbnb: Seasonality and perceived market power"

description: Data and code to reproduce the results of the paper using python
DOI: 10.17632/zj23zhdgt9.3
title: Local anesthetic versus fentanyl or sufentanil spinal anesthesia: Systematic Review and meta-analysis

description: Even though opioids are the most potent analgesics, it may increase postoperative complications, such as respiratory depression, hypoxemia, hyperalgesia, nausea and vomiting, pruritus, urinary retention, and tolerance desensitization, dizziness, and drowsiness. 
To our knowledge, no systematic review article has been done to investigate local anesthetic versus opioid spinal anesthesia to evaluate the incidence of postoperative complications.
DOI: 10.17632/72vtdxxkkb.1
title: Supplementary Tables

description: Supplementary Table 1 Primers and vector used for cloning of cfp-10-linker-esat-6; Supplementary Table 2 Results of BOVIGAMTM test in the consecutive monitoring for past three years
DOI: 10.17632/4rnkyh46cz.1
title: Fear of COVID-19 and traumatic stress: the mediating role of worry about a resurgence of COVID-19 

description: The data collects data from 331 Cuban university students. The COVID-19 fear scale and the COVID-19 traumatic stress scale are included.
DOI: 10.25345/c5nz6b
title: MassIVE MSV000088094 - Basolateral Protein Scribble Provides Phosphatase PP1 to a Signaling Network Maintaining Apicobasal Polarity
title: Scribble, a member of the LAP protein family, contributes to the apicobasal polarity (ABP) of epithelial cells. The LAP unique region (LUR) of these proteins is essential for ABP function, and includes a highly conserved Leucine Reach Repeat (LRR) domain. Here we study how the LRR domain of Scribble maintains ABP. We show that its concave surface participates in three types of mutually exclusive interactions 1. homodimerization serving as an auto-inhibitory mechanism, 2. interactions with a diverse set of polarity proteins, such as Llgl1, Llgl2, EPB41L2 and EPB41L5, which produce distinct multiprotein complexes, and 3. a direct interaction with the protein phosphatase, PP1, which forms a dimeric LRR domain-PP1 complex. Our results suggest that the latter complex maintains PP1 in the basolateral cell cortex in close proximity to PP1 targets. Such organization generates a dynamic network where PP1 could be immediately dispatched from the Scribble-PP1 complex to particular protein ligands. This mechanism for controlling dephosphorylation kinetics of phosphorylated proteins could be universal for all members of the LAP protein family, which includes Erbin, Lano, and the neuron-specific protein, Densin-180.
DOI: 10.25318/3310038601-eng
title: Ability for the business or organization to take on more debt, third quarter of 2021

description: Ability of the business or organization to take on more debt, by North American Industry Classification System (NAICS), business employment size, type of business, business activity and majority ownership, third quarter of 2021.
DOI: 10.17632/cpgrd49h85.2
title: Context Value Updating and Multidimensional Neuronal Encoding in the Retrosplenial Cortex

description: To examine the neuronal dynamics underlying context discrimination and context-value associations in the RSC, Thy1-GCaMP6f transgenic mice were implanted with cranial windows, head-fixed, and pre-trained to reliably run on an air-cushioned spherical treadmill. We then performed two-photon Ca2+ imaging of the expressed genetically encoded calcium indicator GCaMP6f in the dysgranular retrosplenial cortexRSC in layer 2/3 (Fig. 1d-f) while mice performed a contextual discrimination task in a virtual environment. Animals were presented with three different contexts across a series of days, which are defined by the parameters of the virtual environment - including the spatial properties of the linear corridor and the visual pattern present along the length of the corridor. Each context had identical geometry (2-meter-long linear corridor) but unique visual patterns on the virtual corridor walls (Fig. 1c). Following an initial baseline imaging day, a specific context was associated with a water reward, given at a fixed location (180 cm from the beginning of the corridor). Changes in fluorescence (ΔF/F) were imaged and the corresponding position and speed of each animal within the VR environment were recorded.


Raw delta F/F and speed values at each position bin along the virtual corridor and at each time bin during ITI for all cells, all trials, and all animals across all days.
DOI: 10.17632/785bcbzxn2.1
title: ABUNDANCE OF HUMAN BETAHERPESVIRUSES IN SALIVARY GLAND LESIONS

description: Salivary gland tumours cause lesions with undefined aetiology. Human betaherpesviruses, such as Human cytomegalovirus (HCMV), human betaherpesvirus 6 (HHV-6), and Human betaherpesvirus 7 (HHV-7), may act as co-factors leading to the development of salivary gland neoplasms. The aim of this study was to investigate the presence of human betaherpesviruses (HCMV, HHV-6, and HHV-7) in salivary gland lesion samples.Samples from 68 patients with salivary gland lesions were tested (35 samples of mucocele, 27 of pleomorphic adenoma, and six of mucoepidermoid carcinoma). Following DNA extraction, multiplex quantitative polymerase chain reaction was used for quantification. Among the 68 samples, 51.4 % were mucocele; 39.7 %, pleomorphic adenomas; and 8.8 %, mucoepidermoid carcinomas. The abundance of betaherpesviruses in these lesions was high, presenting a detection rate of 52.9 %, 47.5%, and 39.7% for HCMV, HHV-6, and HHV-7, respectively. Overall, 60.0 % samples presented triple-infections with HCMV/HHV-6/HHV-7, 12.0 % were co-infections with HCMV/HHV-6 and HCMV/HHV-7, and 6.0 % were co-infections with HHV-6/HHV-7; maximum number of co-infections were detected in pleomorphic adenomas.HCMV, HHV-6, and HHV-7 are abundant in salivary gland lesions. High viral load can be useful for understanding their etiological role in such lesions.