cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/dnbxbszgh9.1
title: Supplemental File - Full Survey Antibiotic Adherence

description: Full Patient survey used for Antibiotic Adherence Study
DOI: 10.17632/f23zhjcwcv.2
title: Invariance of the trait emotional intelligence construct across clinical populations and sociodemographic variables

description: Pooled dataset for measurement invariance across clinical datasets
DOI: 10.17632/c7zkz8sbmz.4
title: FabLab Global Survey dataset

description: FabLabs are digital fabrication laboratories with a strong social and educational implication. They were created in the 2000s at MIT by Professor Neil Gershenfeld in his subject "How to make (almost) anything", where students acquire the skills to design and produce their models from the digital to the physical level. FabLabs have seen a spectacular growth from 45 labs in 2010 to more than 2000 by 2022.

The democratisation of digital fabrication technologies such as CNC machines, 3D printers and laser cutters has given rise to a resurgence of the maker spirit that takes advantage of the knowledge and characteristics of Open Software and Open Hardware to design and create new solutions.

Despite its growing interest in the scientific literature, little data is available on the diversity of spaces that make up the FabLab network. This publication shows the raw data obtained from the FabLab Global Survey questionnaire (2016). The questionnaire, constructed and validated using Delphi techniques, was distributed electronically in three languages: English, French and Spanish. It contains 41 questions of various types structured in three large differentiated blocks: 

Block I: Description of the FabLab
Block II: Description of the business model
Block III: Innovation model and documentation, SWOT

The list of FabLabs registered on FabLabs.io in December 2015, with a total of 516 registered laboratories, was used for distribution. Contact information was obtained from a total of 473 emails, to which 9 additional laboratories were added whose references were obtained from different social networks. Once the invalid references were discarded, the effective population was reduced to 445 Digital Fabrication Labs contacted from which 124 responses were obtained. For the study, under scientific quality criteria, those participations that reached more than 50% of effective responses in the questionnaire were considered valid, limiting the number of responses to 95, which establishes a response rate of 21.34% of the size of the population considered. With a universe defined as that of this study, a minimum sample size of 80 effective responses was determined based on a confidence interval of 95%, setting a margin of error of 10%, considering a conservative proportion equal to 50%.

In the publication of the information obtained through the questionnaire, following requests from several participants, the anonymity of the answers was guaranteed.

The information obtained from the implementation and application of this questionnaire has been fundamental for different publications mentioned in description.


Datafiles includes:

Raw data
Screenshots of the questionnaire
Description and coding of variables
DOI: 10.17632/dn2nmjmt9w.1
title: The Effects of Social Acceptance and Willingness of Overpaying on the Use of Renewable Energy Sources

description: In the study, the questionnaire method was used for the measurement. The questionnaire was formed of two parts. The first part has six questions to measure the demographical species of the attendees. The second part has 49 expressions prepared on a Likert scale of 5. The questionnaire was applied to 450 persons from the public officers in Bilecik, Turkey. 337 of 450 were determined as available to be used in the datasheet.
DOI: 10.5281/zenodo.4555807
title: Kinetic modeling of phosphorylase-catalyzed iterative β-1,4-glycosylation for degree of polymerization-controlled synthesis of soluble cello-oligosaccharides

description: We provide here the underlying data of the publication "Kinetic modeling of phosphorylase-catalyzed iterative β-1,4-glycosylation for degree of polymerization-controlled synthesis of soluble cello-oligosaccharides". Please find the abstract below. <strong>Background: </strong>Cellodextrin phosphorylase (CdP; EC 2.4.1.49) catalyzes the iterative β-1,4-glycosylation of cellobiose using α-D-glucose 1-phosphate as the donor substrate. Cello-oligosaccharides (COS) with a degree of polymerization (DP) of up to 6 are soluble while those of larger DP self-assemble into solid cellulose material. The soluble COS have attracted considerable attention for their use as dietary fibers that offer a selective prebiotic function. An efficient synthesis of soluble COS requires good control over the DP of the products formed. A mathematical model of the iterative enzymatic glycosylation would be important to facilitate target-oriented process development.<br> <strong>Results: </strong>A detailed time-course analysis of the formation of COS products from cellobiose (25 mM, 50 mM) and α-D-glucose 1-phosphate (10–100 mM) was performed using the CdP from <em>Clostridium cellulosi</em>. A mechanism-based, Michaelis–Menten type mathematical model was developed to describe the kinetics of the iterative enzymatic glycosylation of cellobiose. The mechanistic model was combined with an empirical description of the DP-dependent self-assembly of the COS into insoluble cellulose. The hybrid model thus obtained was used for kinetic parameter determination from time-course fits performed with constraints derived from initial rate data. The fitted hybrid model provided excellent description of the experimental dynamics of the COS in the DP range 3–6 and also accounted for the insoluble product formation. The hybrid model was suitable to disentangle the complex relationship between the process conditions used (i.e., substrate concentration, donor/acceptor ratio, reaction time) and the reaction output obtained (i.e., yield and composition of soluble COS). Model application to a window-of-operation analysis for the synthesis of soluble COS was demonstrated on the example of a COS mixture enriched in DP 4.<br> <strong>Conclusions:</strong> The hybrid model of CdP-catalyzed iterative glycosylation is an important engineering tool to study and optimize the biocatalytic synthesis of soluble COS. The kinetic modeling approach used here can be of a general interest to be applied to other iteratively catalyzed enzymatic reactions of synthetic importance.
DOI: 10.5281/zenodo.4555806
title: Kinetic modeling of phosphorylase-catalyzed iterative β-1,4-glycosylation for degree of polymerization-controlled synthesis of soluble cello-oligosaccharides

description: We provide here the underlying data of the publication "Kinetic modeling of phosphorylase-catalyzed iterative β-1,4-glycosylation for degree of polymerization-controlled synthesis of soluble cello-oligosaccharides". Please find the abstract below. <strong>Background: </strong>Cellodextrin phosphorylase (CdP; EC 2.4.1.49) catalyzes the iterative β-1,4-glycosylation of cellobiose using α-D-glucose 1-phosphate as the donor substrate. Cello-oligosaccharides (COS) with a degree of polymerization (DP) of up to 6 are soluble while those of larger DP self-assemble into solid cellulose material. The soluble COS have attracted considerable attention for their use as dietary fibers that offer a selective prebiotic function. An efficient synthesis of soluble COS requires good control over the DP of the products formed. A mathematical model of the iterative enzymatic glycosylation would be important to facilitate target-oriented process development.<br> <strong>Results: </strong>A detailed time-course analysis of the formation of COS products from cellobiose (25 mM, 50 mM) and α-D-glucose 1-phosphate (10–100 mM) was performed using the CdP from <em>Clostridium cellulosi</em>. A mechanism-based, Michaelis–Menten type mathematical model was developed to describe the kinetics of the iterative enzymatic glycosylation of cellobiose. The mechanistic model was combined with an empirical description of the DP-dependent self-assembly of the COS into insoluble cellulose. The hybrid model thus obtained was used for kinetic parameter determination from time-course fits performed with constraints derived from initial rate data. The fitted hybrid model provided excellent description of the experimental dynamics of the COS in the DP range 3–6 and also accounted for the insoluble product formation. The hybrid model was suitable to disentangle the complex relationship between the process conditions used (i.e., substrate concentration, donor/acceptor ratio, reaction time) and the reaction output obtained (i.e., yield and composition of soluble COS). Model application to a window-of-operation analysis for the synthesis of soluble COS was demonstrated on the example of a COS mixture enriched in DP 4.<br> <strong>Conclusions:</strong> The hybrid model of CdP-catalyzed iterative glycosylation is an important engineering tool to study and optimize the biocatalytic synthesis of soluble COS. The kinetic modeling approach used here can be of a general interest to be applied to other iteratively catalyzed enzymatic reactions of synthetic importance.
DOI: 10.17632/9kk26h4w6s.3
title: Developing ML Models for Early Stage Building Energy Prediction (using CNN)

description: The ML model for early stage building energy predictions is developed using convolutional neural network (CNN) approach, proposed by [1] M.M. Singh, P. Geyer, CNN-based Quick Energy Prediction Model using Image Analysis for Shape Information, in: 17th Int. IBPSA Build. Simul. Conf., Brugges, Belgium, 2021. https://www.researchgate.net/publication/354420055
DOI: 10.17632/56t4x7gv3x.1
title: Differentiating wood wastes from the Amazonia by near-infrared spectroscopy (NIRS) for charcoal production

description: Spectral (obtained on the radial and transverse sides) and qualitative (basic density and moisture) data of tropical wood samples. The spectral signatures associated with multivariate models are able to accurately classify wood wastes according to the species, without depending on the practical experience of yard operators.
DOI: 10.17632/ndddmcgtjv.1
title: Repurposing antiparasitic antimonials to noncovalently rescue temperature-sensitive p53 mutations

description: The tumor suppressor p53 is inactivated by over hundreds of heterogenous mutations in cancer. Here, we purposefully selected phenotypically reversible temperature-sensitive (TS) p53 mutations for pharmacological rescue with thermostability as compound screening readout. This rational screening identified antiparasitic drug potassium antimony tartrate (PAT) as an agent that can thermostabilize the representative TS mutant p53-V272M via noncovalent binding. PAT met the three basic criteria for a targeted drug — availability of a co-crystal structure, compatible structure-activity relationship, and intracellular target specificity, consequently exhibiting anti-tumor activity in xenograft mouse model. At the antimony dose in clinical antiparasitic therapy, PAT effectively and specifically rescued p53-V272M in patient-derived primary leukemia cells in single-cell RNA sequencing. Further scanning of 815 frequent p53 missense mutations identified 65 potential PAT-treatable mutations, most of which were temperature-sensitive. These results lay the groundwork for repurposing noncovalent antiparasitic antimonials for precisely treating cancers with the 65 p53 mutations.
DOI: 10.7284/146816
title: ADCP (Acoustic Doppler Current Profiler) data collected during research cruise PS1804 using a Hawaii UHDAS instrument system onboard the platform RV Point Sur

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/146817
title: CTD (Conductivity, Temperature, Depth) data collected during research cruise PS1804 using a Sea-Bird SBE-911+ instrument system onboard the platform RV Point Sur

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/146819
title: Fluorometer data collected during research cruise PS1804 using a Turner 10-AU instrument system onboard the platform RV Point Sur

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/146820
title: GNSS (Global Navigation Satellite System) data collected during research cruise PS1804 using a Trimble SPS351 instrument system onboard the platform RV Point Sur

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/146822
title: GNSS (Global Navigation Satellite System) data collected during research cruise PS1804 using a Trimble BX982 instrument system onboard the platform RV Point Sur

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/146818
title: Gyrocompass data collected during research cruise PS1804 using a Sperry MK-37 instrument system onboard the platform RV Point Sur

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/146824
title: Radiometer data collected during research cruise PS1804 using a RMR Co. PRP instrument system onboard the platform RV Point Sur

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/146825
title: Speedlog data collected during research cruise PS1804 using a Furuno DS-50 instrument system onboard the platform RV Point Sur

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/146823
title: Transmissometer data collected during research cruise PS1804 using a WET Labs C-Star instrument system onboard the platform RV Point Sur

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/146821
title: TSG (Thermosalinograph) data collected during research cruise PS1804 using a Sea-Bird SBE-21 instrument system onboard the platform RV Point Sur

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.48370/ofd/qhqd8l
title: Data on phylogeography of the European roe deer (Capreolus capreolus)

description: Presented data support the findings of the study on Pan-European phylogeography of the European roe deer (Capreolus capreolus)
DOI: 10.5517/ccdc.csd.cc254tx2
title: CCDC 2000644: Experimental Crystal Structure Determination

description: Related Article: Hadi Amiri Rudbari, Arezoo Saadati, Mahnaz Aryaeifar, Olivier Blacque, Isabel Correia, Mohammad Khairul Islam, Dennis Woschko, Christoph Janiak, Mohammed Enamullah|2022|Dalton Trans.|51|2385|doi:10.1039/D1DT04220C
DOI: 10.5517/ccdc.csd.cc254tz4
title: CCDC 2000646: Experimental Crystal Structure Determination

description: Related Article: Hadi Amiri Rudbari, Arezoo Saadati, Mahnaz Aryaeifar, Olivier Blacque, Isabel Correia, Mohammad Khairul Islam, Dennis Woschko, Christoph Janiak, Mohammed Enamullah|2022|Dalton Trans.|51|2385|doi:10.1039/D1DT04220C
DOI: 10.5517/ccdc.csd.cc254v17
title: CCDC 2000648: Experimental Crystal Structure Determination

description: Related Article: Hadi Amiri Rudbari, Arezoo Saadati, Mahnaz Aryaeifar, Olivier Blacque, Isabel Correia, Mohammad Khairul Islam, Dennis Woschko, Christoph Janiak, Mohammed Enamullah|2022|Dalton Trans.|51|2385|doi:10.1039/D1DT04220C
DOI: 10.5517/ccdc.csd.cc254v39
title: CCDC 2000650: Experimental Crystal Structure Determination

description: Related Article: Hadi Amiri Rudbari, Arezoo Saadati, Mahnaz Aryaeifar, Olivier Blacque, Isabel Correia, Mohammad Khairul Islam, Dennis Woschko, Christoph Janiak, Mohammed Enamullah|2022|Dalton Trans.|51|2385|doi:10.1039/D1DT04220C
DOI: 10.5517/ccdc.csd.cc254v5c
title: CCDC 2000652: Experimental Crystal Structure Determination

description: Related Article: Hadi Amiri Rudbari, Arezoo Saadati, Mahnaz Aryaeifar, Olivier Blacque, Isabel Correia, Mohammad Khairul Islam, Dennis Woschko, Christoph Janiak, Mohammed Enamullah|2022|Dalton Trans.|51|2385|doi:10.1039/D1DT04220C
DOI: 10.5517/ccdc.csd.cc254v6d
title: CCDC 2000653: Experimental Crystal Structure Determination

description: Related Article: Hadi Amiri Rudbari, Arezoo Saadati, Mahnaz Aryaeifar, Olivier Blacque, Isabel Correia, Mohammad Khairul Islam, Dennis Woschko, Christoph Janiak, Mohammed Enamullah|2022|Dalton Trans.|51|2385|doi:10.1039/D1DT04220C
DOI: 10.5517/ccdc.csd.cc255j74
title: CCDC 2001305: Experimental Crystal Structure Determination

description: Related Article: Toshio Naito, Hayato Takeda, Yusuke Matsuzawa, Megumi Kurihara, Akio Yamada, Yusuke Nakamura, Takashi Yamamoto|2022|Mat.Advs.|3|1506|doi:10.1039/D1MA00933H
DOI: 10.5517/ccdc.csd.cc255jb7
title: CCDC 2001308: Experimental Crystal Structure Determination

description: Related Article: Toshio Naito, Hayato Takeda, Yusuke Matsuzawa, Megumi Kurihara, Akio Yamada, Yusuke Nakamura, Takashi Yamamoto|2022|Mat.Advs.|3|1506|doi:10.1039/D1MA00933H
DOI: 10.5517/ccdc.csd.cc255jd9
title: CCDC 2001310: Experimental Crystal Structure Determination

description: Related Article: Toshio Naito, Hayato Takeda, Yusuke Matsuzawa, Megumi Kurihara, Akio Yamada, Yusuke Nakamura, Takashi Yamamoto|2022|Mat.Advs.|3|1506|doi:10.1039/D1MA00933H
DOI: 10.5517/ccdc.csd.cc255jgc
title: CCDC 2001312: Experimental Crystal Structure Determination

description: Related Article: Toshio Naito, Hayato Takeda, Yusuke Matsuzawa, Megumi Kurihara, Akio Yamada, Yusuke Nakamura, Takashi Yamamoto|2022|Mat.Advs.|3|1506|doi:10.1039/D1MA00933H
DOI: 10.5517/ccdc.csd.cc255j30
title: CCDC 2001301: Experimental Crystal Structure Determination

description: Related Article: Toshio Naito, Hayato Takeda, Yusuke Matsuzawa, Megumi Kurihara, Akio Yamada, Yusuke Nakamura, Takashi Yamamoto|2022|Mat.Advs.|3|1506|doi:10.1039/D1MA00933H
DOI: 10.5517/ccdc.csd.cc255jfb
title: CCDC 2001311: Experimental Crystal Structure Determination

description: Related Article: Toshio Naito, Hayato Takeda, Yusuke Matsuzawa, Megumi Kurihara, Akio Yamada, Yusuke Nakamura, Takashi Yamamoto|2022|Mat.Advs.|3|1506|doi:10.1039/D1MA00933H
DOI: 10.5517/ccdc.csd.cc261kxr
title: CCDC 2027304: Experimental Crystal Structure Determination

description: Related Article: Masato Tsuda, Taiki Morita, Hiroyuki Nakamura|2022|Chem.Commun.|58|1942|doi:10.1039/D1CC07002A
DOI: 10.5517/ccdc.csd.cc261kys
title: CCDC 2027305: Experimental Crystal Structure Determination

description: Related Article: Masato Tsuda, Taiki Morita, Hiroyuki Nakamura|2022|Chem.Commun.|58|1942|doi:10.1039/D1CC07002A
DOI: 10.5281/zenodo.6144970
title: Plantago patagonica occurrences from the Colorado Plateau, GBIF download 02/18/2022

description: <em>Plantago patagonica</em> occurrences from the Colorado Plateau, GBIF download 02/18/2022. Downloaded with <em>gbif</em> function from <em>dismo</em> package in R.
DOI: 10.5281/zenodo.6144969
title: Plantago patagonica occurrences from the Colorado Plateau, GBIF download 02/18/2022

description: <em>Plantago patagonica</em> occurrences from the Colorado Plateau, GBIF download 02/18/2022. Downloaded with <em>gbif</em> function from <em>dismo</em> package in R.
DOI: 10.6084/m9.figshare.15099420
title: Data Availability List for the Evans et al. Sawyer Mill Dam Removal Reservoir Response Manuscript

description: This PDF contains links to all the relevant data for the Evans et al. Sawyer Mill dam removal reservoir response manuscript. See the PDF for the cited figshare items and collections. Please reach out to Alexandra Evans (corresponding author of the manuscript) if you have any questions about the data or would like to collaborate on work that the data could be used for.<br>These materials were made using resources from an NSF EPSCoR funded project “RII Track-2 FEC: Strengthening the scientific basis for decision-making about dams: Multi-scale, coupled-systems research on ecological, social, and economic trade-offs” (a.k.a. "Future of Dams"). Support for this project is provided by the National Science Foundation’s Research Infrastructure Improvement NSF #IIA-1539071. Any opinions, findings, and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the National Science Foundation.<br>
DOI: 10.6084/m9.figshare.15099420.v1
title: Data Availability List for the Evans et al. Sawyer Mill Dam Removal Reservoir Response Manuscript

description: This PDF contains links to all the relevant data for the Evans et al. Sawyer Mill dam removal reservoir response manuscript. See the PDF for the cited figshare items and collections. Please reach out to Alexandra Evans (corresponding author of the manuscript) if you have any questions about the data or would like to collaborate on work that the data could be used for.<br>These materials were made using resources from an NSF EPSCoR funded project “RII Track-2 FEC: Strengthening the scientific basis for decision-making about dams: Multi-scale, coupled-systems research on ecological, social, and economic trade-offs” (a.k.a. "Future of Dams"). Support for this project is provided by the National Science Foundation’s Research Infrastructure Improvement NSF #IIA-1539071. Any opinions, findings, and conclusions or recommendations expressed in this material are those of the author(s) and do not necessarily reflect the views of the National Science Foundation.<br>
DOI: 10.6073/pasta/e8770a3c1112a03d30c0dff68e82447c
title: Air temperature and relative humidity data for A1 HOBO logger, 2013 - ongoing.

description: Climatological data were collected from a ridgetop climate station east of Niwot Ridge (A1 at 2195 m) throughout the year using a HOBO Pro V2 data logger mounted in a Stevenson screen. Parameters measured were air temperature and relative humidity.
DOI: 10.6073/pasta/9bbec175d3f695b6ee6317461b2013a2
title: Air temperature and relative humidity data for B1 HOBO logger, 2012 - ongoing.

description: Climatological data were collected from a ridgetop climate station east of Niwot Ridge (B1 at 2591 m) throughout the year using a HOBO Pro V2 data logger mounted in a Stevenson screen. Parameters measured were air temperature and relative humidity.
DOI: 10.6084/m9.figshare.19197056
title: Single cell analysis of gene expression in the substantia nigra pars compacta of a pesticide-induced mouse model of Parkinson’s disease

description: "Single cell analysis of gene expression in the substantia nigra pars compacta of a pesticide-induced mouse model of Parkinson’s disease"<br>Arshad H. Khan1, Lydia K. Lee2, Desmond J. Smith1,3<br>1 Department of Molecular and Medical PharmacologyDavid Geffen School of Medicine, UCLALos Angeles, CA 90095-1735<br>2 Department of Obstetrics and GynecologyDavid Geffen School of Medicine, UCLALos Angeles, CA 90095-6928<br>3 To whom correspondence should be addressed:Department of Molecular and Medical PharmacologyDavid Geffen School of Medicine, UCLABox 951735, 23-151A CHSLos Angeles, CA 90095-1735Email: DSmith@mednet.ucla.edu<br><br><br>"Words" folder contains pdfs of the Manuscript and Supplementary Data.<br>"Supplementary_Tables" folder contains results from single cell RNA-seq (scRNA-seq) analysis.<br>"Behavior" folder contains data from pole and dot removal tests.<br>"Single_cell_RNA_data" folder contains scRNA-seq data from substantia nigra pars compacta (SNpc) of mice treated with combined dosing of the pesticides maneb and paraquat (MNPQ) or saline. Raw and filtered output from 10X Genomics Cell Ranger pipeline provided.
DOI: 10.5066/p9b7cuvo
title: Magnitude and Frequency of Peak Flows and Low Flows on Nontidal Streams in Delaware: peak and low flow estimates and basin characteristics

description: This dataset contains four tables: (1) site, regression and weighted peak flow estimates (peak_flow_estimates.csv) (2) site, regression and weighted low flow estimates (low_flow_estimates.csv) (3) basin characteristics for peak flow sites (peak_basin_stats.csv) (4) basin characteristics for low flow sites (low_basin_stats.csv). These tables support the USGS report "Magnitude and Frequency of Peak Flows and Low Flows on Nontidal Streams in Delaware."