cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/69yx4mgntw.1
title: Fatty acid profile data of one fatty fish using GC-FID and GC-MS analysis: comparative study

description: Seafood is highly prized for its nutritional and therapeutic properties. Of these, fish is the most prized for its meat and its many properties. The essential fatty acids and other long chain fatty acids provided by certain fish species are responsible for their antimicrobial, anticoagulant and antioxidant properties. The aim of the present work was therefore to provide a fatty acid profile of a smoked fish oil using two chromatographic methods. The smoked fish oil was methylated using the MeOH/KOH method before injection into a Stabil Wax®-DA GC-FID column and an SP 2560 GC-MS capillary column. Supelco's mixture of 37 fatty acid methyl esters (FAMEs) was used to identify and quantify the FAMEs by GC-FID, while the NIST17s 4b FAMEs library was used to identify the profile of different fatty acids by GC-MS. GC-FID identified 30 FAMEs, with palmitic acid (C16:0) being the most abundant, followed by palmitoleic acid (C16:1) and myristic acid (C14:0). Biologically active fatty acids such as docosahexaenoic acid (DHA, C22:6n3) and eicosapentaenoic acid (EPA, C20:5n3) were also identified at levels of 3.73% and 13.36%. Of the FAMEs identified, 48.71% were saturated and 51.79% were unsaturated. Polyunsaturated fatty acids were less abundant than monounsaturated fatty acids, with Ꞷ-3 dominating this class. GC-MS detection of FAMEs and other compounds identified 72 FAMEs, 11 methyl ester FAMEs and 5 other compounds. Among the FAMEs identified in this library were non-conventional fatty acids such as C17:3n3, C16:1n10, C17:1n7, C18:2n9 and C23:6n3. Of the identified FAMEs, 17 are saturated and 55 are unsaturated. Among the methyl esters, the substituted fatty acids tridecanoic acid, 12-methyl, methyl ester and tridecanoic acid, 4,8,12-trimethyl, methyl ester were identified. Comparison of the GC-MS and GC-FID profiles shows a similarity in the proportions of saturated and unsaturated fatty acids.
DOI: 10.17632/297yx2styt.1
title: Data of Cambrian carbonate concretions to Mendeley

description: This contains the results of a series of organic and inorganic geochemical analyses of the two Cambrian carbonate nodules, such as biomarker content, mineral composition, and trace and rare earth element distribution data.
DOI: 10.17632/jy7cnbkmdj.2
title: Strategy for monosaccharide idetifcation

description: The method of monosaccharide idetifcation.
DOI: 10.17632/jy7cnbkmdj.1
title: Multilayer Annotation Strategy AnnoSePS: Disentangling the Intricate Structure of Selenium-Containing Polysaccharides Based on Preferential Fragmentation Patterns

description: Precision mapping of selenium at structural and position levels poses significant challenges in selenium-containing polysaccharides identification. Due to the absence of reference spectra, database-centric approaches are still limited in the discovery of selenium binding sites and distinction among different isomeric structures. Multilayer annotation strategy AnnoSePS is proposed for achieving the identification of seleno-substituent and the unbiased profiling of polysaccharides. Applying Snoop-triggered multiple reaction monitoring (Snoop-MRM) identified multidimensional monosaccharides in selenium-containing polysaccharides. Galactose, galacturonic acid, and glucose were the predominant monosaccharides with a molar ratio of 25.19, 19.45, and 11.72, respectively. Selenium present in seleno-rhamnose was found to substitute the hydroxyl group located at C-1 positions through the formation of a Se–H bond. Ions C6H9O3Se−, C6H7O3Se−, C5H5O3Se−, C4H5O2Se−, C3H5O2Se−, C2H3O2Se−, and CHOSe− were defined as the characteristic fragments of seleno-rhamnose. Agglomerative hierarchical clustering algorithm is applied to group spectra from each run based on the characteristic information. Preferential fragmentation patterns in Mass Spectrometry are revealed by training a probabilistic model. A list of candidate oligosaccharides is generated by step-by-step browsing through the transition pairs for all reference spectra and applying the transitions (addition, insertion, removal, and substitution) to reference structures. Combining time course analysis revealed the linkage composition of selenium-containing oligosaccharides. Glycosidic linkages were annotated based on a synthesis-driven approach. T-Galactose (16.67 ± 5.23%) and T-Galacturonic acid (11.54 ± 4.66%) were the predominant linkage residues. As the database-independent mapping strategy, AnnoSePS makes it possible to comprehensively interrogate spectral data and dissect the fine structure of selenium-containing polysaccharides.
DOI: 10.17632/7v6h5c9m7v.1
title: LINF_340029200

description: Protein of unknown function - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.17632/rw3987r5hv.1
title: LINF_210028100

description: proteasome subunit alpha type-5; Leishmania infantum (strain JPCM5)
DOI: 10.17632/p8rg7mv4h9.1
title: Next move in movement disorders: neuroimaging protocols for hyperkinetic movement disorders - fMRI Data Quality Metrics

description: Introduction: The Next Move in Movement Disorders (NEMO) study is an initiative aimed at advancing our understanding and the classification of hyperkinetic movement disorders, including tremor, myoclonus, dystonia, and myoclonus-dystonia. The study has two main objectives: (a) to develop a computer-aided tool for precise and consistent classification of these movement disorder phenotypes, and (b) to deepen our understanding of brain pathophysiology through advanced neuroimaging techniques. This protocol review details the neuroimaging data acquisition and preprocessing procedures employed by the NEMO team to achieve these goals.
Methods and analysis: To meet the study's objectives, NEMO utilizes multiple imaging techniques, including T1-weighted structural MRI, resting-state fMRI, motor task fMRI, and 18F-FDG PET scans. We will outline our efforts over the past four years to enhance the quality of our collected data, and address challenges such as head movements during image acquisition, choosing acquisition parameters and constructing data preprocessing pipelines. This study is the first to employ these neuroimaging modalities in a standardized approach contributing to more uniformity in the analyses of future studies comparing these patient groups. The data collected will contribute to the development of a machine learning-based classification tool and improve our understanding of disorder-specific neurobiological factors. 
Ethics and dissemination: Ethical approval has been obtained from the relevant local ethics committee. The NEMO study is designed to pioneer the application of machine learning of movement disorders. We expect to publish articles in multiple related fields of research and patients will be informed of important results via patient associations and press releases.

The current dataset contains the fMRI data quality statistics used in the manuscript for Figure 4 and Table 1. To assess spatial and temporal signal quality for the two fMRI protocols across rest and hand movement tasks, we compared data quality metrics in a small cohort of hyperkinetic movement disorder patients (1 dystonia, 7 myoclonus, 2 tremor) and 13 healthy controls using framewise displacement (FD), derivative of the root mean square variance over voxels (DVARS), spatial SNR, and temporal (t)SNR.
DOI: 10.17632/dwkh4yfm7f.3
title: Evaluation of Online Inquiry Competences of Chilean Elementary School Students

description: In 2022, a cross-sectional study was conducted to assess elementary students' online inquiry competences (OCI) within a quasi-realistic context. Our diagnostic framework encompasses a spectrum of information challenges within the natural sciences, stratified by grade level (i.e., 4th, 6th, and 8th grades), question category (i.e., closed-ended, descriptive, causal explanation, verification, prediction, difficulty (i.e., easy, intermediate, difficult), and generalization), and challenge type (i.e., open-ended response and source evaluation). To engage students in the diagnostic process while maintaining control over the information resources accessed during the search sessions, we used the Trivia game [1], powered by the NEURONE ecosystem [2]. Accordingly, both the challenges and the repository of information resources (e.g., web pages, images, and videos) were loaded onto the Trivia platform. This facilitated an experiential learning environment for students, simulating search experiences similar to those provided by contemporary search engines such as Google and Bing.
The diagnostic was administered to 169 students from three public schools and 110 students from a private educational institution within the metropolitan area of Chile. This work presents the resulting dataset, which encompasses behavioral, affective, and cognitive data derived from 1055 search sessions.

REFERENCES
1. González-Ibáñez R, Chourio-Acevedo L, Gacitúa D, Márquez C, Mellado J, Villarreal F, et al. Let’s Play: Toward an Effective Approach to Assess Online Inquiry Competences at School Level. In: 2021 40th International Conference of the Chilean Computer Science Society (SCCC). 2021. p. 1–8.
2. González-Ibáñez R, Gacitúa D, Sormunen E, Kiili C. Neurone: oNlinE inqUiRy experimentatiON systEm. Proc Assoc Inf Sci Technol. 2017;54(1):687–9.
DOI: 10.17632/9jhm839ck5.1
title: Automated scoring of tumour infiltrating lymphocytes informs risk of death from thin melanoma: a nested case-case study [Supplementary Tables]

description: Supplementary de-identified data regarding automated analysis of tumour-infiltrating lymphocytes in a nested case-case cohort of patients with thin melanoma from Queensland, Australia
DOI: 10.17632/3378fwwm8j.1
title: Single-cell analysis of shared signatures and transcriptional diversity during zebrafish development

description: During development, animals generate distinct cell populations with specific identities, functions, and morphologies. We mapped transcriptionally distinct populations across 489,686 cells from 62 stages during wild-type zebrafish embryogenesis and early larval development (3–120 hours post-fertilization). Using these data, we identified the limited catalog of gene expression programs reused across multiple tissues and their cell-type-specific adaptations. We also determined the duration each transcriptional state is present during development and suggest new long-term cycling populations. Focused clustering and transcriptional trajectory analyses of non-skeletal muscle and endoderm identified transcriptional profiles and candidate transcriptional regulators of understudied cell types and subpopulations, including the pneumatic duct, individual intestinal smooth muscle layers, spatially distinct pericyte subpopulations, and recently discovered best4+ cells. To enable additional discoveries, we make this comprehensive transcriptional atlas of early zebrafish development available through our website, Daniocell.

This repository contains unprocessed acquisitions of microscopy presented in the study.
DOI: 10.17632/9rhrsy5kyf.2
title: Ecological difference on OA healthcare utilization Survey Data Open Access

description: This dataset documents the illness types, illness beliefs, help-seeking methods, and healthcare facilitators for 201 Orang Asli (Indigenous people in Malaysia) in Malaysia.
DOI: 10.17632/sszcdg5f7w.1
title: LINF_220005350

description: hypothetical protein - conserved; Leishmania infantum (strain JPCM5)
DOI: 10.15472/wd9o47
title: Registros de especies de arvenses de plantaciones bananeras de la subregión Urabá, Antioquia

description: El presente conjunto de datos corresponde a la representación del complejo de arvenses asociadas a plantaciones bananeras de la subregión de Urabá, Antioquia. La información se recopiló mediante muestreos sistemáticos en áreas cultivadas con banano en el marco de ejecución del proyecto de investigación titulado "Ecología de arvenses de plantaciones de banano en Colombia: hacia un manejo eficiente para la sostenibilidad del cultivo" financiado por Minciencias, con el objetivo de desarrollar estrategias para el manejo de arvenses que contribuyan a la sostenibilidad económica y ambiental de los sistemas de producción de banano en Colombia.
description: Se recolectaron 354 muestras para la identificación y fueron depositadas en el herbario UTMC. La determinación taxonómica permitió el registro de 90 especies distribuidas en 78 géneros y 33 familias.
DOI: 10.17632/5m42936yt9.2
title: THE SURVEY DATA SET for GREEN MARKETING PRACTICE AS A TOOL OF ENVIRONMENTAL PROTECTION: THE CASE OF SELECTED WATER BOTTLING COMPANIES AND OFFICES IN ROBE AND SHASHEMENE TOWNS, ETHIOPIA

description: The data set is about green marketing and the environmental protection of selected water bottling companies and offices in Robe and Shashemene towns, Ethiopia. Two hundred thirty-eight respondents were surveyed with five-point Likert scale questionnaires and observed to acquire primary data. The structural equation model (SEM) was analyzed with SmartPLS version 4. The study indicated that green prices had moderately significant correlations with the environmental protection of the study area, while place, product, and promotion had a modest impact on environmental protection. Furthermore, the coefficient path findings indicated that green price was the most influential variable of green marketing on environmental protection, followed by green products, green promotion, and green place, respectively. Generally, the research's findings indicate that the independent variables (green marketing) could explain 37.9% of the dependent variables (environmental protection), which confirmed that green marketing has significantly influenced environmental protection.
DOI: 10.17632/6ng3ypkyzr.2
title: Data2MV - A User Behaviour Dataset for Multi-View Scenarios

description: Identified as a necessity for SmoothMV, an head-tracking based multi-view solution developed at INESC TEC in Portugal, gaze data of users when visioning multi-view content was collected, processed and stored as dataset. The proposed dataset will be used as training data for future endeavours from SmoothMV, namely view prediction associated with user interests. Tracking data from head movement was obtained from 45 participants using an Intel Realsense F200 camera during viewing experiments with 7 different video playlists, each being viewed at least 17 times. This data set was made publicly available to the research community, contributing to reducing the current scarcity of such type of data. For storage optimization, saliency maps were subjected to image compression. Instructions for access to original saliency data are also provided. In addition, complementary tools for anyone to generate scatter plots and saliency maps from obtained data are provided.
DOI: 10.17632/3wk724726b.1
title: LDHU3_02.0670

description: Protein of unknown function - conserved; Leishmania donovani (HU3 strain)
DOI: 10.17632/6ng3ypkyzr.1
title: Data2MV - A User Behaviour Dataset for Multi-View Scenarios

description: Identified as a necessity for SmoothMV, an head-tracking based multi-view solution developed at INESC TEC in Portugal, gaze data of users when visioning multi-view content was collected, processed and stored as dataset. The proposed dataset will be used as training data for future endeavours from SmoothMV, namely view prediction associated with user interests. Tracking data from head movement was obtained from 45 participants using an Intel Realsense F200 camera during viewing experiments with 7 different video playlists, each being viewed at least 17 times. This data set was made publicly available to the research community, contributing to reducing the current scarcity of such type of data. For storage optimization, saliency maps were subjected to image compression. Instructions for access to original saliency data are also provided. In addition, complementary tools for anyone to generate scatter plots and saliency maps from obtained data are provided.
DOI: 10.17632/5m42936yt9.1
title: The survey data Set for tourism marketing and economic sustainability of tourist destinations: Perspective of Bale Mountains National park.

description: The data set is about tourism marketing and the economic sustainability of tourist destinations in Ethiopia, particularly from Bale Mountains National Park's perspective. Both an explanatory and a descriptive research approach were utilized to achieve the aims of the research. Moreover, mixed research approaches were employed to describe and explain qualitative answers from interviews as well as generalize and interpret descriptive and inferential statistics using a quantitative approach. Primary data was collected from 143 respondents using the 5-point Likert scale questionnaire. However, out of the total of 143 questionnaires distributed, only 131 (91.6%) were valid and used for analysis. After the collection, the data was coded, recorded, and entered into SPSS version 25 for assessment. Then, statistical tools such as frequency, percent, standard deviation, and mean were used to describe the data. The result showed that among the independent variables, the promotion had the strongest impact on economic sustainability, possibly at a high level (β =.528, Sig. =.000), followed by product (β=.359, Sig. =.000), price (β=.304, Sig. =.001), and place (β=.222, Sig. =.042), all of which were significant at the P<.05 level. The hypothesis testing reveals that there is a substantial and positive relationship between the economic sustainability of the destinations and tourism marketing, with a value of (P= 0000<.05) at a 95% confidence level. Consequently, all alternative hypotheses are supported, and the null hypothesis is rejected.
DOI: 10.17632/bv43pbcggt.3
title: A laboratory perspective on foreshocks

description: Seismic datasets accompanying the article: "Why are foreshocks rare in nature: A laboratory perspective'
DOI: 10.17632/jvmd5p3rtx.1
title: Hybrid FDM⁄CNC: low cost, Open source hardware & software system

description: CAD files of a low cost machining spindle adaptable to a multifunctional 3D printer such as E3D Tool changer or equipped with a "Maxwell" tool grip system. System derived from the design of Greg_The_Maker (https://www.thingiverse.com/thing:4206827).
DOI: 10.5281/zenodo.15146799
title: TABLE 1 in Complementary redescription of Anacanthobatis ori (Wallace, 1967) and its assignment to Indobatis n. g. (Elasmobranchii, Anacanthobatidae), with comments on other legskates

description: TABLE 1. External and internal clasper characters of all genera and subgenera of Anacanthobatidae.
IndobatisAnacanthobatisSinobatisSpringeriaSchroederobatiscleft-++++-spur-+-+-palp-+-+-pseudosiphon (ps)----+ps-like cavity+----pecten+----flag+----slit+----rhipidion-++++pent+--+--shield++++-eperon++---sentinel and spike placed medially++-+-sentina++----dorsal terminal 1 (dt1)++-++dt1 displaced+----dorsal terminal 2 (dt2)+++++dt2 deeply serrated+----dorsal terminal 3++++-dorsal terminal 4---+-ventral terminal (vt)++++-attachment process very long+----vt windowed-+---vt distally bifid--+--at2 head cap-like, enclosing head of at1+----at2 with attachment process--++-
Legend to symbols: + = present/yes; - = absent/no; +- = present or absent; ++ = two times present.
description: Published as part of Weigmann, Simon, Stehmann, Matthias F. W. & Thiel, Ralf, 2014, Complementary redescription of Anacanthobatis ori (Wallace, 1967) and its assignment to Indobatis n. g. (Elasmobranchii, Anacanthobatidae), with comments on other legskates, pp. 104 in Zootaxa 3779 (2) on page 104, DOI: 10.11646/zootaxa.3779.2.1, http://zenodo.org/record/4910174
DOI: 10.5281/zenodo.15146800
title: TABLE 1 in Complementary redescription of Anacanthobatis ori (Wallace, 1967) and its assignment to Indobatis n. g. (Elasmobranchii, Anacanthobatidae), with comments on other legskates

description: TABLE 1. External and internal clasper characters of all genera and subgenera of Anacanthobatidae.
IndobatisAnacanthobatisSinobatisSpringeriaSchroederobatiscleft-++++-spur-+-+-palp-+-+-pseudosiphon (ps)----+ps-like cavity+----pecten+----flag+----slit+----rhipidion-++++pent+--+--shield++++-eperon++---sentinel and spike placed medially++-+-sentina++----dorsal terminal 1 (dt1)++-++dt1 displaced+----dorsal terminal 2 (dt2)+++++dt2 deeply serrated+----dorsal terminal 3++++-dorsal terminal 4---+-ventral terminal (vt)++++-attachment process very long+----vt windowed-+---vt distally bifid--+--at2 head cap-like, enclosing head of at1+----at2 with attachment process--++-
Legend to symbols: + = present/yes; - = absent/no; +- = present or absent; ++ = two times present.
description: Published as part of Weigmann, Simon, Stehmann, Matthias F. W. & Thiel, Ralf, 2014, Complementary redescription of Anacanthobatis ori (Wallace, 1967) and its assignment to Indobatis n. g. (Elasmobranchii, Anacanthobatidae), with comments on other legskates, pp. 104 in Zootaxa 3779 (2) on page 104, DOI: 10.11646/zootaxa.3779.2.1, http://zenodo.org/record/4910174
DOI: 10.3535/6gg-whl-0h7
title: Danthonia decumbens (L.) DC.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/6gh-1q6-1mx
title: Poa pratensis L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/6gh-2xj-qnm
title: Poa pratensis L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/6gh-7pq-sf5
title: Alchemilla micans Buser

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/6gh-h2y-cw8
title: Anthyllis vulneraria subsp. polyphylla (DC.) Nyman

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/6gh-mwx-ypl
title: Festuca beckeri (Hack.) Trautv.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/6gh-r42-106
title: Juncus conglomeratus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/6gh-wwl-5l1
title: Corydalis solida (L.) Clairv.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/6gg-txv-t0b
title: Barbarea vulgaris W. T. Aiton

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/6gh-z51-3b5
title: Eriophorum angustifolium Honck.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/6gh-zkv-sdr
title: Agrostis capillaris L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/6gj-03x-hrd
title: Geranium pusillum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/6gj-ay2-8y8
title: Juncus bulbosus L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/6gj-czc-1xx
title: Equisetum palustre L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/6gj-gdy-e8m
title: Eleocharis palustris (L.) Roem. & Schult.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/6gj-hn9-6zp
title: Trifolium montanum L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/6gj-jwf-4ls
title: Betula pubescens x subsp. czerepanovii × subsp. pubescens

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/6gk-0cq-ghm
title: Poa palustris L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.
DOI: 10.3535/6gk-0t1-5b4
title: Carex elongata L.

description: Digital Specimen for the physical specimen hosted at Finnish Museum of Natural History.