cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25381/cput.25040483.v1
title: Dataset for the paper: Factors influencing sea-ice algae abundance, community composition, and distribution in the marginal ice zone of the Southern Ocean during winter.

description: Microalgae and bacteria living in Antarctic sea-ice play a fundamental role in polar-ocean biogeochemistry, accounting for ∼25% of primary production in sea-ice-covered regions of the Southern Ocean. However, a paucity of measurements in the marginal ice zone (MIZ), particularly during winter, means that sea-ice algal dynamics are poorly understood, resulting in uncertainties in the drivers of Antarctic food-web and carbon-cycle variability. We investigated the relationships among biogeochemical parameters and sea-ice algae in the MIZ of the Indian Southern Ocean in winter 2017 through measurements of sea-ice algae functional groups, chlorophyll, and nutrient concentrations, in the sea-ice and the underlying surface seawater. We observed an abundant, active algal community within the sea-ice, which we attribute to passing cyclones that kept the ice permeable, along with biogeochemical and irradiance conditions that allowed for algal growth. The sea-ice conditions facilitated the proliferation of sea-ice diatoms, to chlorophyll concentrations &gt;5 μg/L (versus 1.5 μg/L in the underlying seawater). The dominant taxa were of the generaFragilariopsis, Pseudo-nitzschia, Coscinodiscus, andChaetocerosspp., similar to those observed previously near east Antarctica. While sea-ice algae growth should have caused significant nutrient drawdown, nitrate concentrations were higher in the ice than in the underlying seawater. Since silicate was strongly drawn down, presumably by sympagic diatoms, we attribute the elevated nitrate concentrations to an active microbial loop (i.e., regeneration and nitrification). Our study highlights the ecological significance of the Southern Ocean MIZ in winter, providing a vital environment for overwintering sea-ice algae and bacteria that remain active despite the harsh conditions.
DOI: 10.5281/zenodo.4147585
title: CoMix social contact data (Belgium )

description: CoMix social contact data for Belgium, collected within the EpiPose project.
description: {"references": ["Coletti, Wambua et al (2020); medRxiv 2020.08.06.20169763"]}
DOI: 10.5281/zenodo.4785559
title: CoMix social contact data (Belgium )

description: CoMix social contact data for Belgium, collected within the EpiPose project.<br> <br> Change log (V2):<br> - Validation of participants
description: {"references": ["Coletti, Wambua et al (2020); medRxiv 2020.08.06.20169763"]}
DOI: 10.5281/zenodo.7788684
title: CoMix social contact data (Belgium )

description: CoMix social contact data for Belgium, collected within the EpiPose project.<br> <br> Change log (V2):<br> - Validation of participants Change log (V3):<br> - Added data up to wave 43<br> <br> Change log (V5):<br> - Removal of duplicated file
description: {"references": ["Coletti, Wambua et al (2020); medRxiv 2020.08.06.20169763"]}
DOI: 10.5281/zenodo.10549953
title: CoMix social contact data (Belgium )

description: CoMix social contact data for Belgium, collected within the EpiPose project.

Change log (V2):
- Validation of participants


Change log (V3):
- Added data up to wave 43

Change log (V5):
- Removal of duplicated file
DOI: 10.5281/zenodo.7086043
title: CoMix social contact data (Belgium )

description: CoMix social contact data for Belgium, collected within the EpiPose project.<br> <br> Change log (V2):<br> - Validation of participants Change log (V3):<br> - Added data up to wave 43
description: {"references": ["Coletti, Wambua et al (2020); medRxiv 2020.08.06.20169763"]}
DOI: 10.5281/zenodo.4035001
title: CoMix social contact data (Belgium )

description: CoMix social contact data for Belgium, collected within the EpiPose project.

Change log (V2):
- Validation of participants


Change log (V3):
- Added data up to wave 43

Change log (V5):
- Removal of duplicated file
DOI: 10.5281/zenodo.4035002
title: CoMix social contact data (Belgium )

description: CoMix social contact data for Belgium, collected within the EpiPose project.
description: {"references": ["Coletti, Wambua et al (2020); medRxiv 2020.08.06.20169763"]}
DOI: 10.6084/m9.figshare.25040576
title: Supplementary Material for: The combination of SHOX2 and RASSF1A DNA methylation had a diagnostic value in pulmonary nodules and early lung cancer

description: Introduction: The study explored the effects of SHOX2 and RASSF1A DNA methylation in lung cancer (LC). 
Method: Bronchoalveolar lavage fluid (BALF) samples as well as LC and normal adjacent tissues were collected from 72 LC patients and 35 patients with benign pulmonary nodules. Quantitative analysis of SHOX2 and RASSF1A DNA methylation was performed in benign pulmonary nodules and different stages of LC. The diagnostic value of SHOX2 and RASSF1A DNA methylation in LC and benign pulmonary nodules was determined by receiver operating characteristics analysis. Gain/loss-of-function experiments were constructed in LC cells and mouse models of xenograft and pulmonary nodule metastasis. The levels of SHOX2 and transfer-associated genes were tested through qRT-PCR and Western blot. Malignant phenotype of LC cells were assessed by functional experiment. The tumor volume and weight of mice in xenograft models were measured. Pulmonary nodule metastasis was determined through HE staining assay. 5-Azacytidine appeared as a positive control drug.
Result: SHOX2 DNA methylation or RASSF1A DNA methylation had a diagnostic efficiency in pulmonary nodules and early LC, with the two combined had better diagnostic value. SHOX2 expression was upregulated in LC. Similar to 5-Azacytidine, SHOX2 knockdown inhibited LC cell viability, migration and invasion in vitro as well as restrained LC tumorigenesis and pulmonary nodule metastasis in vivo, whereas overexpressed SHOX2 had the opposite effects. 
Conclusion: The combination of SHOX2 and RASSF1A DNA methylation had a diagnostic value in pulmonary nodules and early LC. SHOX2 positively modulated the tumorigenesis and metastasis of LC by regulating DNA methylation processes.
DOI: 10.25381/cput.25040546
title: Biogeochemical data - 2017 Winter Cruise Atlantic-Indian Southern Ocean

description: Nutrient data from underway (surface, ~7 m) and CTD (surface only, ~10 m) samples. Nutrients include ammonium, nitrate, nitrite, urea, phosphate, and silicate concentrations. Particulate organic nitrogen and carbon concentrations, chlorophyll-a concentrations, inorganic carbon uptake rates, and nitrogen (nitrate, ammonium, urea) uptake rates are included - all for two size classes: &gt;0.3 microns and &gt;2.7 microns. Ammonium oxidation rates are also provided. Plankton abundances are provided for various groups (microplankton enumerated with microscopy and nano- and picoplankton enumerated using flow cytometry).
DOI: 10.25381/cput.25040546.v1
title: Biogeochemical data - 2017 Winter Cruise Atlantic-Indian Southern Ocean

description: Nutrient data from underway (surface, ~7 m) and CTD (surface only, ~10 m) samples. Nutrients include ammonium, nitrate, nitrite, urea, phosphate, and silicate concentrations. Particulate organic nitrogen and carbon concentrations, chlorophyll-a concentrations, inorganic carbon uptake rates, and nitrogen (nitrate, ammonium, urea) uptake rates are included - all for two size classes: &gt;0.3 microns and &gt;2.7 microns. Ammonium oxidation rates are also provided. Plankton abundances are provided for various groups (microplankton enumerated with microscopy and nano- and picoplankton enumerated using flow cytometry).
DOI: 10.34808/9wvq-th71
title: Elgold: gold standard, multi-genre dataset for named entity recognition and linking

description: The dataset contains 276 multi-genre texts with marked named entities, which are linked to corresponding Wikipedia articles if available. Each entity was manually verified by at least three people, which makes the dataset a high-quality gold standard for the evaluation of named entity recognition and linking algorithms.
Each marked entity in the dataset is assigned to one of the following classes:EVENT - Named hurricanes, battles, wars, sports events, etc.FAC - Buildings, airports, highways, bridges, etc.GPE - Countries, cities, statesLANGUAGE - Any named languageLAW - Named documents made into laws.LOC - Non-GPE locations, mountain ranges, bodies of waterNORP - Nationalities or religious or political groupsORG - Companies, agencies, institutions, etc.PERSON - People, including fictionalPRODUCT - Objects, vehicles, foods, etc. (not services)WORK_OF_ART - Titles of books, songs, etc.DISEASE - Names of diseasesSUBSTANCE - Natural substancesSPECIE - Species names of animals, plants, viruses, etc.
The marked entities are embedded directly in the textual files using the following syntax:
{{mention content|entity class|Wikipedia target}}
The "mention content" is a fragment of the textual file that was marked, "entity class" is the named entity class, and "Wikipedia target" is the normalized name of the English Wikipedia page describing the entity. If the entity cannot be linked sensibly to any article the target is empty but the second pipe (|) is preserved. 
There is a guarantee that the double braces in the texts exist only as marked entity syntax. It allows to process the files using simple regular expression: {{[^{}]*}}
DOI: 10.17632/9vx554yd34.1
title: Series representation of differential elastic scattering cross section for electrons: Applications in theoretical models of electron transport in condensed matter

description: Quantitative applications of surface sensitive electron spectroscopies require availability of reliable theoretical models describing electron transport in the surface region of solids. An important effect to be accounted for in these models is the phenomenon of elastic scattering of signal electrons on atoms constituting a studied solid. A convenient representation of the elastic scattering cross sections (DCS) for a given interaction is the expansion into the series of Legendre polynomials. Knowledge of the expansion coefficient provides a useful tool for the software developers when a large number of the DCSs is needed in the course of calculations. The enclosed computer program AL_CREATE makes possible to calculate the expansion coefficients from three different algorithms. Much attention is devoted to evaluate the accuracy of the DCSs. High accuracy of the DCS is reported when the expansion coefficients are calculated from the relativistic phase shifts. The database of these coefficients for all elements and for the energy range from 50 eV to 20 keV is accompanying the program AL_CREATE. Taking advantage of smooth variation of expansion coefficients with energy, this database makes possible a convenient and accurate determination of the expansion coefficients for any analytical conditions. It is shown that a number of different parameters needed for quantification of electron spectroscopies can be expressed by a relatively simple formalism based on known expansion coefficients. An attention is drawn to a possibility of creating a universal sampler of the elastic scattering angles that requires only the input of the complete series of expansion coefficients. This would greatly facilitate development of programs designed for Monte Carlo simulations of electron transport. A proposition of such a generator is implemented in the program SAMPLER which is also enclosed to the present report. The program AL_CREATE has an option of testing the performance of this generator. It is shown that the frequency histogram reproduces the DCS even when a sharp and narrow features are observed.
DOI: 10.17632/gcmtz82gnp.1
title: Database of Soil Indicators of Kakia-Esamburmbur Catchment, Narok County, Kenya

description: This is the database for the article entitled "Soil Quality Index (SQI) for Evaluating the Sustainability Status of Kakia-Esamburmbur Catchment Under Three Different Land Use Types in Narok County, Kenya". It contains all the 24 indicators obtained through field and laboratory works at 24 sample sites.
G= Grass land, F= Forest land, C= Crop land (W= Wheat and M= Maize)
DOI: 10.17632/8hmt8jbf7j.1
title: Identification and evaluation of small-molecule inhibitors against the dNTPase SAMHD1 via a comprehensive screening funnel

description: Raw and source data for the work entitled 'Identification and evaluation of small-molecule inhibitors against the dNTPase SAMHD1 via a comprehensive screening funnel'.
DOI: 10.21227/66v0-6j78
title:  RESIDE-unpaired

description: With the fast growth of deep learning, trainable frameworks have been presented to restore hazy images. However, the capability of most existing learning-based methods is limited since the parameters learned in an end-to-end manner are difﬁcult to generalize to the haze or foggy images captured in the real world. Another challenge of extending data-driven models into image dehazing is collecting a large number of hazy and haze-free image pairs for the same scenes, which is impractical. To address these issues, we explore unsupervised single-image dehazing and propose a self-guided generative adversarial network (GAN) based on the dual relationship between dehazing and Retinex. Speciﬁcally, we carry out image dehazing as illumination-reﬂectance separation using a decomposition net in the generator. Then, a guide module is applied to encourage local structure preservation and realistic reﬂectance generation. In addition, we integrate the model with the outdoor heavy-duty pan-tilt-zoom (PTZ) camera to implement dynamic object detection in hazy environment. We comprehensively evaluate the proposed GAN with both synthetic and real-world scenes. The quantitative and qualitative results demonstrate the effectiveness and robustness of our model in handling unseen hazy images with varying visual properties.
DOI: 10.17633/rd.brunel.24615075
title: IR, Raman spectra along with the cyclic voltammetry data for different electrolytes

description: This is the raw data set of IR and Raman spectra of different deep eutectic solvent electrolytes in presence of water. Also, it include the electrochemical cycling of these electrolytes on copper.
DOI: 10.34740/kaggle/dsv/7455258
title: 2021 World Population (updated daily)
DOI: 10.25381/cput.25040606
title: The Last Conference Paper - Working Out in the Open

description: Huge amounts of data that is relevant to comparative education is now being published by UNESCO, OECD, PISA PIRLS and TIMSS and that does not even take into account the data that is being published by national minitries and NGOs. You would not think of setting up a commission to look at 'Relevant Data in Comparative Education' today - relevant data is everywhere. This is also the age of software to mine hug amount of data and bring sense in the multitude of data available: this is the age of "big data". Software like Tableau (used in this presentation) is wisely available and user-friendly. How will this change comparative education? This presentation will show how data can now be mined for generating questions and hypotheses. This put power into the hands of the audience and makes students research and speculation easy. This is the last conference presentation you will ever need to attend.
DOI: 10.25381/cput.25040606.v1
title: The Last Conference Paper - Working Out in the Open

description: Huge amounts of data that is relevant to comparative education is now being published by UNESCO, OECD, PISA PIRLS and TIMSS and that does not even take into account the data that is being published by national minitries and NGOs. You would not think of setting up a commission to look at 'Relevant Data in Comparative Education' today - relevant data is everywhere. This is also the age of software to mine hug amount of data and bring sense in the multitude of data available: this is the age of "big data". Software like Tableau (used in this presentation) is wisely available and user-friendly. How will this change comparative education? This presentation will show how data can now be mined for generating questions and hypotheses. This put power into the hands of the audience and makes students research and speculation easy. This is the last conference presentation you will ever need to attend.
DOI: 10.17633/rd.brunel.24942570
title: Data of Zn polymer battery studied in different electrolytes

description: This is the raw data set of XPS and fitted peaks to different components, IR and in situ Raman spectra of polymer at different potentials, cyclic voltammetry and battery charge discharge data in different deep eutectic solvent electrolytes.
DOI: 10.17633/rd.brunel.24942570.v1
title: Data of Zn polymer battery studied in different electrolytes

description: This is the raw data set of XPS and fitted peaks to different components, IR and in situ Raman spectra of polymer at different potentials, cyclic voltammetry and battery charge discharge data in different deep eutectic solvent electrolytes.
DOI: 10.34740/kaggle/dsv/7455290
title: YouTube Trending Video Dataset (updated daily)
DOI: 10.17633/rd.brunel.24119271.v1
title: Cross-cultural study of abortion attitudes - data file

description: General population samples of individuals living in Mexico (N = 215), India (N = 215), the United States (N = 215), and the United Kingdom (N = 206) were recruited using Qualtrics Panels (incentivised at £4 per completion) in March 2022. Participants reported an average age of 41yrs (<i>SD</i> = 15.39), 45% were women and 54% were men (4 non-response and 1 identified as non-binary), most had at least some University-level education (18% started and 43% had completed a degree at University), were heterosexual (87%), married (52%), and had children (66%). Participants represented a range of political attitudes (13% conservative, 12% somewhat conservative, 27% moderate, 18% somewhat liberal, and 30% liberal). A total sample size of N = 851 was obtained, to ensure a sample of 200 per country after any participant attrition.
DOI: 10.5517/ccdc.csd.cc22jpt4
title: CCDC 1922676: Experimental Crystal Structure Determination

description: Related Article: Fatih Şen, Alaaddin Cukurovalı, Yusuf Sert|2023|Polycyclic Aromat.Compd.|43|8632|doi:10.1080/10406638.2022.2150656
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc24xfgz
title: CCDC 1993531: Experimental Crystal Structure Determination

description: Related Article: Takahiro Tsuchiya, Makoto Higashibeppu, Yasuhiro Mazaki|2023|ChemistryOpen|12|e202100298|doi:10.1002/open.202100298
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc24xfl3
title: CCDC 1993535: Experimental Crystal Structure Determination

description: Related Article: Takahiro Tsuchiya, Makoto Higashibeppu, Yasuhiro Mazaki|2023|ChemistryOpen|12|e202100298|doi:10.1002/open.202100298
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc24xfm4
title: CCDC 1993536: Experimental Crystal Structure Determination

description: Related Article: Takahiro Tsuchiya, Makoto Higashibeppu, Yasuhiro Mazaki|2023|ChemistryOpen|12|e202100298|doi:10.1002/open.202100298
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2d33d1
title: CCDC 2207522: Experimental Crystal Structure Determination

description: Related Article: Szymon Jarzyński, Anna Rapacz, Anna Dziubina, Elżbieta Pękala, Justyna Popiół, Kamil Piska, Sławomir Wojtulewski, Bogna Rudolf|2023|Biomedicine & Pharmacotherapy|168|115749|doi:10.1016/j.biopha.2023.115749
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2d33f2
title: CCDC 2207523: Experimental Crystal Structure Determination

description: Related Article: Szymon Jarzyński, Anna Rapacz, Anna Dziubina, Elżbieta Pękala, Justyna Popiół, Kamil Piska, Sławomir Wojtulewski, Bogna Rudolf|2023|Biomedicine & Pharmacotherapy|168|115749|doi:10.1016/j.biopha.2023.115749
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2d33g3
title: CCDC 2207524: Experimental Crystal Structure Determination

description: Related Article: Szymon Jarzyński, Anna Rapacz, Anna Dziubina, Elżbieta Pękala, Justyna Popiół, Kamil Piska, Sławomir Wojtulewski, Bogna Rudolf|2023|Biomedicine & Pharmacotherapy|168|115749|doi:10.1016/j.biopha.2023.115749
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.6084/m9.figshare.25040702
title: CARE-checklist-English-2013.pdf-2.pdf

description: Care guidelines for case report
DOI: 10.5517/ccdc.csd.cc2d33h4
title: CCDC 2207525: Experimental Crystal Structure Determination

description: Related Article: Szymon Jarzyński, Anna Rapacz, Anna Dziubina, Elżbieta Pękala, Justyna Popiół, Kamil Piska, Sławomir Wojtulewski, Bogna Rudolf|2023|Biomedicine & Pharmacotherapy|168|115749|doi:10.1016/j.biopha.2023.115749
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5525/gla.researchdata.1546
title: A systematic review of the experience of treatment burden of Digital Health for Military Personnel in Primary Health Care - Research Data.

description: Search strategy and research proposal for above titled systematic review.
DOI: 10.5281/zenodo.10065217
title: Source data for 'Long-lived central engines in stripped-envelope supernovae'

description: This repository holds the source data and plotting routines for the figures of the article 'Long-lived central engines in stripped-envelope supernovae'.
source_data.zip holds the source data.
python_routines.zip holds the plotting routines.
figures.zip holds the resulting figures.
 
Requirements to execute the plotting routines are:
Python 3.7.6
NumPy 1.19.4
Matplotlib 3.4.1