cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.4309852
title: Unraveling a black box: An open-source methodology for the field calibration of small air quality sensors

description: This repository contains data for the manuscript: "Unraveling a black box: An open-source methodology for the field calibration of small air quality sensors." This includes: Raw data from the low-cost prototype EarthSense Zephyrs, as well as raw data from reference instrumentation. SC stands for "Summer Campaign" and WC stands for "Winter Campaign", denoting the two different campaigns assessed in this study. <strong>Abstract</strong> The last two decades have seen substantial technological advances in the development of low-cost air pollution instruments using small sensors. While their use continues to spread across the field of atmospheric chemistry, challenges remain in ensuring data quality and comparability of calibration methods. This study introduces a seven-step methodology for the field calibration of low-cost sensors using reference instrumentation with user-friendly guidelines, open access code, and a discussion of common barriers to such an approach. The methodology has been developed and is applicable for gas-phase pollutants, such as for the measurement of nitrogen dioxide (NO<sub>2</sub>) or ozone (O<sub>3</sub>). A full example of the application of this methodology to a case study in an urban environment using both Multiple Linear Regression (MLR) and the Random Forest (RF) machine-learning technique is presented with relevant R code provided, including error estimation. In this case, we have applied it to the calibration of metal oxide gas-phase sensors (MOS). Results reiterate previous findings that MLR and RF are similarly accurate, though with differing limitations. The methodology presented here goes a step further than most studies by including explicit, transparent steps for addressing model selection, validation, and tuning, as well as addressing the common issues of autocorrelation and multicollinearity. We also highlight the need for standardized reporting of methods for data cleaning and flagging, model selection and tuning, and model metrics. In the absence of a standardized methodology for the calibration of low-cost sensors, we suggest a number of best practices for future studies using low-cost sensors to ensure greater comparability of research.
DOI: 10.6084/m9.figshare.13710001.v2
title: Projecting 1 km-grid population distributions from 2020 to 2100 globally under shared socioeconomic pathways

description: Spatially explicit population datasets can play an important role in climate change, urban planning, resource management and other fields. Several gridded datasets already exist, but global data, especially high-resolution data on future population are largely lacking. Based on the open-accessed LandScan datasets from 2010 to 2018 and linear extrapolation model, we present a population dataset covering 233 countries or areas at an approximately 1 km (30 arc-seconds) spatial resolution with 10-year intervals for the period 2020–2100 by implementing two steps: land-use dependence and total constraint. These data are quantitatively consistent with the Shared Socioeconomic Pathways’ (SSPs) national population and urbanization projections. Considering the outbreak of COVID-19, we add SSP3-COV scenario to describe the global population distribution affected by the pandemic. The global gridded population projection data are validated by comparing 2010 and 2015 population projection data with the LandScan population data at the sub-national level. The verification results show that our dataset can serve as an input for predictive research in various fields.<br>
DOI: 10.5281/zenodo.4506401
title: European Crime fictions referenced in European Library Portal

description: European Crime fictions referenced in European Library Portal, excepted references from author's native country, have been collected and summed up by writers to provide performance indicators about the European circulation of crime fictions by translation.
description: Dataset used for DETECT Atlas (H2020 Project )
DOI: 10.5281/zenodo.4506400
title: European Crime fictions referenced in European Library Portal

description: European Crime fictions referenced in European Library Portal, excepted references from author's native country, have been collected and summed up by writers to provide performance indicators about the European circulation of crime fictions by translation.
description: Dataset used for DETECT Atlas (H2020 Project )
DOI: 10.5517/ccdc.csd.cc25y65j
title: CCDC 2024057: Experimental Crystal Structure Determination

description: Related Article: Tao Yuan|2020|CSD Communication|||
description: Related Article: Tao Yuan, Zhi-Qiang Wang, Xue-Qing Gong, Qiaochun Wang|2020|Tetrahedron Lett.|61|152626|doi:10.1016/j.tetlet.2020.152626
DOI: 10.5517/ccdc.csd.cc26j733
title: CCDC 2041384: Experimental Crystal Structure Determination

description: Related Article: Juan P. Vizuet, Gregory T. McCandless and Kenneth J. Balkus Jr.|2020|CSD Communication|||
DOI: 10.5517/ccdc.csd.cc26j7pp
title: CCDC 2041402: Experimental Crystal Structure Determination

description: Related Article: Juan P. Vizuet, Gregory T. McCandless, Kenneth J. Balkus Jr.|2020|CSD Communication|||
DOI: 10.5517/ccdc.csd.cc26j7qq
title: CCDC 2041403: Experimental Crystal Structure Determination

description: Related Article: Juan P. Vizuet, Gregory T. McCandless, Kenneth J. Balkus Jr.|2020|CSD Communication|||
DOI: 10.5517/ccdc.csd.cc26j7rr
title: CCDC 2041404: Experimental Crystal Structure Determination

description: Related Article: Christina M. Thompson, Gregory T. McCandless, Ronald A. Smaldone|2020|CSD Communication|||
DOI: 10.5517/ccdc.csd.cc26j7ss
title: CCDC 2041405: Experimental Crystal Structure Determination

description: Related Article: Christina M. Thompson, Gregory T. McCandless, Ronald A. Smaldone|2020|CSD Communication|||
DOI: 10.5517/ccdc.csd.cc26j812
title: CCDC 2041413: Experimental Crystal Structure Determination

description: Related Article: Christina M. Thompson, Gregory T. McCandless, Ronald A. Smaldone|2020|CSD Communication|||
DOI: 10.5517/ccdc.csd.cc26j823
title: CCDC 2041414: Experimental Crystal Structure Determination

description: Related Article: Christina M. Thompson, Gregory T. McCandless, Ronald A. Smaldone|2020|CSD Communication|||
DOI: 10.5517/ccdc.csd.cc26j834
title: CCDC 2041415: Experimental Crystal Structure Determination

description: Related Article: Milan Gembicky|2020|CSD Communication|||
DOI: 10.5517/ccdc.csd.cc26jbx0
title: CCDC 2041502: Experimental Crystal Structure Determination

description: Related Article: Ismail, GangadharThalari, Bhaskar Kuthati, Naveen Mulakayala|2020|CSD Communication|||
DOI: 10.6084/m9.figshare.13720780
title: S3: Hair cortisol measurements raw data from Life expectancy, family constellation and stress in giant mole-rats (<i>Fukomys mechowii</i>)

description: Giant mole-rats (<i>Fukomys mechowii</i>) are remarkably long-lived subterranean rodents (maximum recorded lifespan as reported here greater than 26 years) that live in families with one reproductive pair (breeders) and their non-reproductive offspring (non-breeders). Previous studies have shown that breeders live on average approximately twice as long as non-breeders, a finding contradicting the classic trade-off between reproduction and lifespan. Because recent evidence points to the hypothalamic-pituitary-adrenal axis as playing an important role in shaping the pace of ageing in mole-rats, we analysed the influence of the social environment of giant mole-rats on intrafamilial aggression levels, indicators of long-term stress, and, ultimately, mortality. Behavioural data indicated that family constellation, especially the presence or the absence of parents, influences agonistic behaviour. As a measure of long-term stress, we established a non-invasive method of extracting and measuring cortisol from hair of giant mole-rats. Interestingly, orphaned non-breeders exhibited significantly lower levels of cortisol and lower mortality rates than did non-breeders living with both parents. Because hypercortisolism is harmful in the long-term, intrafamilial stress could help explain the earlier onset of senescence in non-breeders, resulting in a shorter lifespan. Our findings suggest that the social environment should be considered as a further factor in ageing studies involving group-living animals.
DOI: 10.6084/m9.figshare.13720783
title: S1: Survival analysis_raw data. Raw data for survival analysis, hazard calculations and cortisol measurements from Life expectancy, family constellation and stress in giant mole-rats (<i>Fukomys mechowii</i>)

description: Giant mole-rats (<i>Fukomys mechowii</i>) are remarkably long-lived subterranean rodents (maximum recorded lifespan as reported here greater than 26 years) that live in families with one reproductive pair (breeders) and their non-reproductive offspring (non-breeders). Previous studies have shown that breeders live on average approximately twice as long as non-breeders, a finding contradicting the classic trade-off between reproduction and lifespan. Because recent evidence points to the hypothalamic-pituitary-adrenal axis as playing an important role in shaping the pace of ageing in mole-rats, we analysed the influence of the social environment of giant mole-rats on intrafamilial aggression levels, indicators of long-term stress, and, ultimately, mortality. Behavioural data indicated that family constellation, especially the presence or the absence of parents, influences agonistic behaviour. As a measure of long-term stress, we established a non-invasive method of extracting and measuring cortisol from hair of giant mole-rats. Interestingly, orphaned non-breeders exhibited significantly lower levels of cortisol and lower mortality rates than did non-breeders living with both parents. Because hypercortisolism is harmful in the long-term, intrafamilial stress could help explain the earlier onset of senescence in non-breeders, resulting in a shorter lifespan. Our findings suggest that the social environment should be considered as a further factor in ageing studies involving group-living animals.
DOI: 10.6084/m9.figshare.13720783.v1
title: S1: Survival analysis_raw data. Raw data for survival analysis, hazard calculations and cortisol measurements from Life expectancy, family constellation and stress in giant mole-rats (<i>Fukomys mechowii</i>)

description: Giant mole-rats (<i>Fukomys mechowii</i>) are remarkably long-lived subterranean rodents (maximum recorded lifespan as reported here greater than 26 years) that live in families with one reproductive pair (breeders) and their non-reproductive offspring (non-breeders). Previous studies have shown that breeders live on average approximately twice as long as non-breeders, a finding contradicting the classic trade-off between reproduction and lifespan. Because recent evidence points to the hypothalamic-pituitary-adrenal axis as playing an important role in shaping the pace of ageing in mole-rats, we analysed the influence of the social environment of giant mole-rats on intrafamilial aggression levels, indicators of long-term stress, and, ultimately, mortality. Behavioural data indicated that family constellation, especially the presence or the absence of parents, influences agonistic behaviour. As a measure of long-term stress, we established a non-invasive method of extracting and measuring cortisol from hair of giant mole-rats. Interestingly, orphaned non-breeders exhibited significantly lower levels of cortisol and lower mortality rates than did non-breeders living with both parents. Because hypercortisolism is harmful in the long-term, intrafamilial stress could help explain the earlier onset of senescence in non-breeders, resulting in a shorter lifespan. Our findings suggest that the social environment should be considered as a further factor in ageing studies involving group-living animals.
DOI: 10.5281/zenodo.4497963
title: C. reinhardtii aggregation - Experimental data collection

description: This is a collection of data of <em>Chlamydomonas reinhardtii</em> suspension confined in 2D cylindrical compartments, where aggregation might form depending on the compartment geometry and light intensity. The experiments are performed at different light intensities, and mostly under red light (671 nm), but there are datasets that include other wavelengths. In addition, the data are split in two categories: steady state and dynamic. Steady state are expeirments that a suspension has been under the specific ligt conditions for a prolonged amount of time, while dynamic shows the recording as the aggregation forms after the light has been switched.
DOI: 10.5281/zenodo.4497962
title: C. reinhardtii aggregation - Experimental data collection

description: This is a collection of data of <em>Chlamydomonas reinhardtii</em> suspension confined in 2D cylindrical compartments, where aggregation might form depending on the compartment geometry and light intensity. The experiments are performed at different light intensities, and mostly under red light (671 nm), but there are datasets that include other wavelengths. In addition, the data are split in two categories: steady state and dynamic. Steady state are expeirments that a suspension has been under the specific ligt conditions for a prolonged amount of time, while dynamic shows the recording as the aggregation forms after the light has been switched.
DOI: 10.26302/sshade/experiment_lb_20180503_001
title: Vis-NIR reflectance spectra (i=0°, e=30° and 60°) of 4 lunar soils (Appolo 15, 16, 17) under ambient conditions

description: Visible Near-IR reflectance spectra (i=0°, e=30° and e=60°) of 4 lunar soils: 15041 (Appolo 15), 65701 (Appolo 16), 74241 (Appolo 17) and 78221 (Appolo 17), under ambient conditions acquired with SHADOWS spectro-gonio radiometer @ IPAG
DOI: 10.25403/upresearchdata.13312754
title: Building sense-making dynamic capability through data science: a framework for strategic decision making

description: Interview transcript and consent letter that underpins the research project. Qualitative methodology was employed. This was an inductive study.<br><br>
DOI: 10.25403/upresearchdata.13312754.v1
title: Building sense-making dynamic capability through data science: a framework for strategic decision making

description: Interview transcript and consent letter that underpins the research project. Qualitative methodology was employed. This was an inductive study.<br><br>
DOI: 10.5281/zenodo.4506474
title: Supplementary Information for "Biocatalytic synthesis of 2-Seleno pyrimidine nucleosides via transglycosylation"

description: This is the external Supplementary Information for our publication "Biocatalytic synthesis of 2-Seleno pyrimidine nucleosides via transglycosylation". The .pdf file contains the Supplementary Information: author contributions and supplementary items. The .zip file contains the raw data and metadata for all items (supplementary and main text) and the calculations. The Excel sheet can be used to determine numerical solutions for nucleoside transglycosylation equilibria. The Python code used for spectral unmixing is available on this platform (10.5281/zenodo.3243376) and has been described in our previous publications (10.3390/mps2030060, 10.5281/zenodo.3333469, 10.1002/cbic.202000204, 10.5281/zenodo.3723806 ). Further applications of this method can be found in our recent article in <em>Adv. Synth. Catal.</em> (10.1002/adsc.201901230) and its supporting material (10.5281/zenodo.3568858).
DOI: 10.5281/zenodo.4302012
title: Supplementary Information for "Biocatalytic synthesis of 2-Seleno pyrimidine nucleosides via transglycosylation"

description: This is the external Supplementary Information for our publication "Biocatalytic synthesis of 2-Seleno pyrimidine nucleosides via transglycosylation". The .pdf file contains the Supplementary Information: author contributions and supplementary items. The .zip file contains the raw data and metadata for all items (supplementary and main text) and the calculations. The Excel sheet can be used to determine numerical solutions for nucleoside transglycosylation equilibria. The Python code used for spectral unmixing is available on this platform (10.5281/zenodo.3243376) and has been described in our previous publications (10.3390/mps2030060, 10.5281/zenodo.3333469, 10.1002/cbic.202000204, 10.5281/zenodo.3723806 ). Further applications of this method can be found in our recent article in <em>Adv. Synth. Catal.</em> (10.1002/adsc.201901230) and its supporting material (10.5281/zenodo.3568858).
DOI: 10.1285/i22390359v41
title: Alfabetizzazione come pratica di cittadinanza: teorie, modelli e didattica inclusiva

description: Questo volume raccoglie alcuni dei contributi presentati al quarto Convegno Internazionale di Linguistica e Glottodidattica Italiana (CILGI 2019). Il titolo del convegno e il tema coincidono con quelli del volume monografico. Gli editori, consapevoli della polisemia del termine alfabetizzazione, hanno inteso selezionare una serie di interventi che consentano di inquadrare e problematizzare la nozione di alfabetizzazione. Il volume discute dunque di alfabetizzazione in senso stretto, cioè strumentale, riferendosi sia alla L1, sia ai nuovi bisogni di alfabetizzazione della popolazione migrante in Italia (e quindi come acquisizione della letto-scrittura in una L2). Si discute anche di alfabetizzazione in senso ampio, cioè di alfabetizzazione funzionale intesa come il pieno possesso delle competenze culturali per accedere alla complessità del mondo, e infine, come traduzione di literacy, e cioè come "conoscenza o esperienza in un determinato campo", ad esempio media literacy. Gli editori hanno voluto accogliere articoli che possano contribuire alla conoscenza delle dimensioni politiche e interdisciplinari connesse con la nozione di alfabetizzazione. Non è necessario ribadire quanto urgente sia riflettere su questo tema e guidare azioni educative in questa direzione ai vari livelli indicati in un momento in cui si continua a sottolineare un'emergenza italiana rispetto all'analfabetismo di ritorno (come dimostrato da indagini internazionali molto citate e commentate). L'alfabetizzazione inoltre si configura sempre più come un'urgenza sociale che risponde all'imperativo di contribuire a erigere, con la cultura, una barriera al diffondersi di visioni antidemocratiche e ai rischi della manipolazione.
DOI: 10.1285/i22390359v41p1
title: Frontespizio
DOI: 10.1285/i22390359v41p4
title: Indice
DOI: 10.6084/m9.figshare.13503183
title: Expression pattern of genes in condyloma acuminata treated with Clinacanthus nutans Lindau cream versus podophyllin

description: Data reported on the efficacy and therapeutic mechanism of <i>Clinacanthus nutans </i>Lindau cream <i>(C. nutans) </i>and podophyllin in condyloma acuminata (CA). Using a randomized block design, six patients were treated with <i>C. nutans</i>and podophyllin for four weeks. Efficacy of drugs wasassessed by size reduction of the warts and HPV viral load quantification using droplet digital PCR.<i></i>The gene expression profiling of CA was analyzed using NanoString Technology.<b></b>After the podophyllin and <i>C. nutans</i>treatment, the CA lesion sizes were reduced to 97.0% and 84.4% clearance, respectively. HPV viral loads were reduced to 74.0% after podophyllin treatment and 46.6% with <i>C. nutans</i>.The gene expression pattern of immune profiling showed 23 genes were significantly differentially expressed by podophyllin while 2 genes were remarkably expressed by <i>C. nutans. </i>In inflammatory profiling, 108 genes were highly expressed by podophyllin, but none of genes were observed to change expression by <i>C. nutans.</i>These results suggested that podophyllin may reduce the HPV infection through a mechanism related to pro-inflammatory response. Unlike podophyllin, <i>C. nutans</i>was found to suppress the HPV infection through mechanism related to the activation of immune response. This is the first study to report in a novel therapeutic mechanism of podophyllin and <i>C. nutans</i>treatments, and the highlight that <i>C. nutans </i>can be an alternative medicine for CA treatment.<i> </i>
DOI: 10.6084/m9.figshare.13503183.v2
title: Expression pattern of genes in condyloma acuminata treated with Clinacanthus nutans Lindau cream versus podophyllin

description: Data reported on the efficacy and therapeutic mechanism of <i>Clinacanthus nutans </i>Lindau cream <i>(C. nutans) </i>and podophyllin in condyloma acuminata (CA). Using a randomized block design, six patients were treated with <i>C. nutans</i>and podophyllin for four weeks. Efficacy of drugs wasassessed by size reduction of the warts and HPV viral load quantification using droplet digital PCR.<i></i>The gene expression profiling of CA was analyzed using NanoString Technology.<b></b>After the podophyllin and <i>C. nutans</i>treatment, the CA lesion sizes were reduced to 97.0% and 84.4% clearance, respectively. HPV viral loads were reduced to 74.0% after podophyllin treatment and 46.6% with <i>C. nutans</i>.The gene expression pattern of immune profiling showed 23 genes were significantly differentially expressed by podophyllin while 2 genes were remarkably expressed by <i>C. nutans. </i>In inflammatory profiling, 108 genes were highly expressed by podophyllin, but none of genes were observed to change expression by <i>C. nutans.</i>These results suggested that podophyllin may reduce the HPV infection through a mechanism related to pro-inflammatory response. Unlike podophyllin, <i>C. nutans</i>was found to suppress the HPV infection through mechanism related to the activation of immune response. This is the first study to report in a novel therapeutic mechanism of podophyllin and <i>C. nutans</i>treatments, and the highlight that <i>C. nutans </i>can be an alternative medicine for CA treatment.<i> </i>
DOI: 10.6084/m9.figshare.13503183.v1
title: Expression pattern of genes in condyloma acuminata treated with Clinacanthus nutans Lindau cream versus podophyllin

description: Data reported on the efficacy and therapeutic mechanism of <i>Clinacanthus nutans </i>Lindau cream <i>(C. nutans) </i>and podophyllin in condyloma acuminata (CA). Using a randomized block design, six patients were treated with <i>C. nutans</i>and podophyllin for four weeks. Efficacy of drugs wasassessed by size reduction of the warts and HPV viral load quantification using droplet digital PCR.<i></i>The gene expression profiling of CA was analyzed using NanoString Technology.<b></b>After the podophyllin and <i>C. nutans</i>treatment, the CA lesion sizes were reduced to 97.0% and 84.4% clearance, respectively. HPV viral loads were reduced to 74.0% after podophyllin treatment and 46.6% with <i>C. nutans</i>.The gene expression pattern of immune profiling showed 23 genes were significantly differentially expressed by podophyllin while 2 genes were remarkably expressed by <i>C. nutans. </i>In inflammatory profiling, 108 genes were highly expressed by podophyllin, but none of genes were observed to change expression by <i>C. nutans.</i>These results suggested that podophyllin may reduce the HPV infection through a mechanism related to pro-inflammatory response. Unlike podophyllin, <i>C. nutans</i>was found to suppress the HPV infection through mechanism related to the activation of immune response. This is the first study to report in a novel therapeutic mechanism of podophyllin and <i>C. nutans</i>treatments, and the highlight that <i>C. nutans </i>can be an alternative medicine for CA treatment.<i> </i>
DOI: 10.5519/qd.ekebptkm
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (15 records)
DOI: 10.5519/qd.x0strbh1
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (12 records)
DOI: 10.5519/qd.83i9djgr
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (1 records)