cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.11310533
title: Annual temperature deviation

description: Date file used to create the graph of the annual temperature deviation compared to 1961-1990 in Hamburg Fuhlsbüttel<br>Figure:<br>https://www.gerics.de/products_and_publications/publications/IPCC/hamburg1.5/index.php.de<br>original daily temperature data is downloaded from:https://www.dwd.de/DE/klimaumwelt/cdc/cdc_node.htmloriginal file:<br>tageswerte_KL_01975_19360101_20171231_hist.zip<br>
DOI: 10.6084/m9.figshare.11310527
title: MDOR Ageing Data - Latency IQR's added

description: This dataset adds the interquartile ranges for latency data, for both old and young participant groups.
DOI: 10.6084/m9.figshare.11310533.v1
title: Annual temperature deviation

description: Date file used to create the graph of the annual temperature deviation compared to 1961-1990 in Hamburg Fuhlsbüttel<br>Figure:<br>https://www.gerics.de/products_and_publications/publications/IPCC/hamburg1.5/index.php.de<br>original daily temperature data is downloaded from:https://www.dwd.de/DE/klimaumwelt/cdc/cdc_node.htmloriginal file:<br>tageswerte_KL_01975_19360101_20171231_hist.zip<br>
DOI: 10.6084/m9.figshare.11310527.v1
title: MDOR Ageing Data - Latency IQR's added

description: This dataset adds the interquartile ranges for latency data, for both old and young participant groups.
DOI: 10.25375/uct.11310542.v2
title: Data For Preprint: "Revisiting the Epps effect using volume time averaging: An exercise in R"

description: JSE intraday stock data sets of top 10 liquid stocks from top 40 index between 31 May 2019 - 7 June 2019
DOI: 10.6084/m9.figshare.11310503
title: Tree data - coordinates- FunDivEurope project

description: This dataset contains the location, size and species of the trees in each plot.<br>
DOI: 10.25375/uct.11310542.v1
title: Data For Preprint: "Revisiting the Epps effect using volume time averaging: An exercise in R"

description: JSE intraday stock data sets of top 10 liquid stocks from top 40 index between 31 May 2019 - 7 June 2019
DOI: 10.6084/m9.figshare.11310485
title: Metadata record for: Characterization of a human liver reference material fit for proteomics applications

description: This dataset contains key characteristics about the data described in the Data Descriptor Characterization of a human liver reference material fit for proteomics applications. <br> Contents: <br> 1. human readable metadata summary table in CSV format 2. machine readable metadata file in JSON format <br><br>Versioning Note:Version 2 was generated when the metadata format was updated from JSON to JSON-LD. This was an automatic process that changed only the format, not the contents, of the metadata.<br>
DOI: 10.6084/m9.figshare.11310503.v1
title: Tree data - coordinates- FunDivEurope project

description: This dataset contains the location, size and species of the trees in each plot.
DOI: 10.6084/m9.figshare.11310485.v2
title: Metadata record for: Characterization of a human liver reference material fit for proteomics applications

description: This dataset contains key characteristics about the data described in the Data Descriptor Characterization of a human liver reference material fit for proteomics applications. <br> Contents: <br> 1. human readable metadata summary table in CSV format 2. machine readable metadata file in JSON format <br><br>Versioning Note:Version 2 was generated when the metadata format was updated from JSON to JSON-LD. This was an automatic process that changed only the format, not the contents, of the metadata.<br>
DOI: 10.6084/m9.figshare.11310485.v1
title: Metadata record for: Characterization of a human liver reference material fit for proteomics applications

description: This dataset contains key characteristics about the data described in the Data Descriptor Characterization of a human liver reference material fit for proteomics applications. <br> Contents: <br> 1. human readable metadata summary table in CSV format 2. machine readable metadata file in JSON format
DOI: 10.6084/m9.figshare.11310257
title: ctro_v2.1 updated reference

description: FASTA sequence of 16 supercontigs in the updated Candida tropicalis reference genome<br>GFF3 file with gene annotation for the updated sequence
DOI: 10.6084/m9.figshare.11310257.v1
title: ctro_v2.1 updated reference

description: FASTA sequence of 16 supercontigs in the updated Candida tropicalis reference genome<br>GFF3 file with gene annotation for the updated sequence
DOI: 10.6084/m9.figshare.11310086
title: Data from: Land-use history impacts functional diversity across multiple trophic groups

description: Data used in "Land-use history impacts functional diversity across multiple trophic groups"<br>
DOI: 10.6084/m9.figshare.11310269.v3
title: Harmonised global datasets of wind and solar farm locations and power

description: Energy systems need decarbonisation in order to limit global warming to within safe limits. While global land planners are promising more of the planet’s limited space to wind and solar photovoltaic, there is little information on where current infrastructure is located. The majority of recent studies use land suitability for wind and solar, coupled with technical and socioeconomic constraints, as a proxy for actual location data. Here, we address this shortcoming. Using readily accessible OpenStreetMap data we present, to our knowledge, the first global, open-access, harmonised spatial datasets of wind and solar installations. We also include user friendly code for enabling users to easily create newer versions of the dataset. Finally, we include first order estimates of power capacities of installations. We anticipate this data will be of widespread interest within global studies of the future potential and trade-offs associated with the global decarbonisation of energy systems.
DOI: 10.6084/m9.figshare.11310077
title: Lichen Data

description: bFSingleStand.csv: this is a CSV file (241 rows, 41 columns) of the lichen composition on 21 balsam fir trees in a single stand. Column headers are TreeID (tree ID number); Aspect (N: north, S: south) and ladder.location (position up the lichen ladder). The remaining columns are 37 lichen species; the last column gives the sum.<br> bFDispersed.csv: this is a CSV file (211 rows, 31 columns) of the micro- and macro- lichen composition on 24 balsam fir trees dispersed within a 500 sq km ecoregoin. Column headers are TreeID (tree ID number); Aspect (N: north, S: south) and ladder.location (position up the lichen ladder). The remaining columns are 27 lichen species; the last column gives the sum.<br> yBDispersed.csv: this is a CSV file (211 rows, 35 columns) of the micro- and macro- lichen composition on 24 yellow birch trees dispersed within a 500 sq km ecoregoin. Column headers are TreeID (tree ID number); Aspect (N: north, S: south) and ladder.location (position up the lichen ladder). The remaining columns are 31 lichen species; the last column gives the sum.
DOI: 10.6084/m9.figshare.11310011
title: Metadata record for: A database of multi-channel intramuscular electromyogram signals during isometric hand muscles contractions

description: This dataset contains key characteristics about the data described in the Data Descriptor A database of multi-channel intramuscular electromyogram signals during isometric hand muscles contractions. <br> Contents: <br> 1. human readable metadata summary table in CSV format 2. machine readable metadata file in JSON format <br><br>Versioning Note:Version 2 was generated when the metadata format was updated from JSON to JSON-LD. This was an automatic process that changed only the format, not the contents, of the metadata.<br><br><br> <br> <br> <br>
DOI: 10.6084/m9.figshare.11310269.v4
title: Harmonised global datasets of wind and solar farm locations and power

description: Energy systems need decarbonisation in order to limit global warming to within safe limits. While global land planners are promising more of the planet’s limited space to wind and solar photovoltaic, there is little information on where current infrastructure is located. The majority of recent studies use land suitability for wind and solar, coupled with technical and socioeconomic constraints, as a proxy for actual location data. Here, we address this shortcoming. Using readily accessible OpenStreetMap data we present, to our knowledge, the first global, open-access, harmonised spatial datasets of wind and solar installations. We also include user friendly code for enabling users to easily create newer versions of the dataset. Finally, we include first order estimates of power capacities of installations. We anticipate this data will be of widespread interest within global studies of the future potential and trade-offs associated with the global decarbonisation of energy systems.
DOI: 10.6084/m9.figshare.11310011.v2
title: Metadata record for: A database of multi-channel intramuscular electromyogram signals during isometric hand muscles contractions

description: This dataset contains key characteristics about the data described in the Data Descriptor A database of multi-channel intramuscular electromyogram signals during isometric hand muscles contractions. <br> Contents: <br> 1. human readable metadata summary table in CSV format 2. machine readable metadata file in JSON format <br><br>Versioning Note:Version 2 was generated when the metadata format was updated from JSON to JSON-LD. This was an automatic process that changed only the format, not the contents, of the metadata.<br><br><br> <br> <br> <br>
DOI: 10.6084/m9.figshare.11310011.v1
title: Metadata record for: A database of multi-channel intramuscular electromyogram signals during isometric hand muscles contractions

description: This dataset contains key characteristics about the data described in the Data Descriptor A database of multi-channel intramuscular electromyogram signals during isometric hand muscles contractions. <br> Contents: <br> 1. human readable metadata summary table in CSV format 2. machine readable metadata file in JSON format
DOI: 10.6084/m9.figshare.11309873
title: Surveying extended-spectrum beta-lactamase-producing Enterobacteriaceae in urban wetlands in southwestern Nigeria as a step towards generating prevalence maps of antimicrobial resistance m

description: qPCR enumerations of <i>ampC</i>, <i>blaCTXM</i>, and <i>uidA </i>in urban wetland sediments in ssouthwestern Nigeria<br>
DOI: 10.6084/m9.figshare.11309870
title: WGS Ab Pak isolates

description: The assembly features of 25 clinical isolates of Acinetobacter baumannii obtained in Pakistan between 2013 and 2015.
DOI: 10.6084/m9.figshare.11309810
title: Blevins et al. De novo gene birth in yeast.

description: The file contains a description of the transcripts and ORFs used in the study. <br>
DOI: 10.6084/m9.figshare.11309870.v1
title: WGS Ab Pak isolates

description: The assembly features of 25 clinical isolates of Acinetobacter baumannii obtained in Pakistan between 2013 and 2015.
DOI: 10.15131/shef.data.11309756
title: Design data for sensitivity analysis of human atrial myocyte models

description: Input files contain samples of inputs, normalised to vary between 0 and 1, with default values at 0.5. Each row is one sample of the inputs.<br>Output files contain corresponding outputs, each row is a set of outputs corresponding to the inputs.<br>See https://www.biorxiv.org/content/10.1101/818047v1.full for details.
DOI: 10.6084/m9.figshare.11309810.v2
title: Blevins et al. De novo gene birth in yeast.

description: The file contains a description of the transcripts and ORFs used in the study. <br>
DOI: 10.15131/shef.data.11309756.v1
title: Design data for sensitivity analysis of human atrial myocyte models

description: Input files contain samples of inputs, normalised to vary between 0 and 1, with default values at 0.5. Each row is one sample of the inputs.<br>Output files contain corresponding outputs, each row is a set of outputs corresponding to the inputs.<br>See https://www.biorxiv.org/content/10.1101/818047v1.full for details.
DOI: 10.6084/m9.figshare.11309810.v1
title: Blevins et al. "Uncovering de novo gene birth in yeast using deep transcriptomics data"

description: The file contains a description of the transcripts and ORFs used in the study. <br>
DOI: 10.6084/m9.figshare.11309669
title: SAC 2020 KLP micro-influencer dataset

description: This dataset contains Five Factor Model and Basic Human Values scores computed from text. This dataset also contains Gold Stardard defined for micro-influencers. Gold Standard labels are in each "y" subfolder inside "scores". For ease of use there is one folder called "allinone" where all data from all topics are stored in a single csv file. Each folder contains data obtained searching the hashtag used as folder name on Twitter. Data were retrieved from September 2018 to March 2019.<br>"candidates" folder contains the list of Twitter users considered in the analysis, they had from 1k to 100k followers at the time of the analysis and they were posting tweets with the folder name hashtag at the time we performed the experiment.<br><br>"followers" contains as many file as users in candidates folder, each file contains the associated candidate followers the time we performed the experiment. <br><br>"tweets" contains as many file as users in candidates folder, each file contains the associated candidate tweets (whole history) the time we performed the experiment. Due to privacy concerns just tweet ids are stored. You need to query Twitter to retrieve the associated text.<br>"scores" contains both scores compute by us using our algorithms and micro-influencer labels coming from our gold standard (in subfolder "y").<br>For further details look at the paper "Mining Micro-Influencers from Social Media Posts" in KLP SAC2020 proceedings, or open an issue in the GitHub repository.<br>
DOI: 10.6084/m9.figshare.11309657
title: Marchantia TCP transcription factor activity correlates with 3D chromatin structure

description: Information in the genome is not only encoded within sequence or epigenetic modifications but also found in how it folds in 3D space. The formation of self-interacting genomic regions, named Topologically Associated Domains (TADs), is known as a key feature of genome organization beyond the nucleosomal level. However, our understanding of the formation and function of TADs in plants is extremely limited. Here we show that the genome of Marchantia polymorpha, a member of a basal land plant lineage, exhibit TADs with epigenetic features similar to those of higher plants. By analyzing various epigenetic marks across Marchantia TADs, we find that these regions generally represent interstitial heterochromatin and their borders are enriched with Marchantia transcription factor TCP1. We also identify a new type of TAD that we name “TCP1-rich TAD”, in which genomic regions are highly accessible and are densely bound by TCP1 proteins. Transcription of TCP1-target genes differs based on gene location, and those in TCP1-rich TADs clearly show a lower expression level. In tcp1 mutant lines, neither TCP1-bound TAD borders nor TCP1-rich TADs display drastically altered chromatin organization patterns, suggesting that in Marchantia TCP1 is dispensable for TAD formation. However, we find that in tcp1 mutants, genes residing in TCP1-rich TADs have a greater extent of expression fold change as opposed to genes not belonging to these TADs. Our results suggest that, besides standing as spatial chromatin packing modules, plant TADs function as nuclear micro-compartments associated with transcription factor activities.<br>NOTE: The term "tcp2" in all file names mean "tcp1".<br>
DOI: 10.6084/m9.figshare.11309627
title: Experimental observations on the planktonic foraminifera Neogloboquadrina incompta

description: Supporting data for "The effect of an experimental decrease in salinity on the viability of the subarctic planktonic foraminifera <i>Neogloboquadrina incompta</i>".<br>Polar Research 2020, 39, 3842, http://dx.doi.org/10.33265/polar.v39.3842<br><br> Data with observations of the response of cultured specimens of <i>N. incompta</i> to 4 salinity treatments. <br>Sample_ID: Specimen identifierDay: time reference of the observationActivity (1,0): presence of rhizopodial networkShell diameter (µm): size of the shellRhizopodia_max_length (µm): maximum rhizopodial extentRatio: indicator of "Rhizopodial activity" Treatment: Salinity level (Ctrl= 35 PSU).<br>Note that since the photographed foraminifera were not oriented in a standardized manner in the culture flask, the maximum shell diameter measured showed variability.<br><br>
DOI: 10.17028/rd.lboro.11309612
title: Supplementary information files for 'Innovation Landscape and Challenges of Smart Technologies and Systems – A European Perspective'

description: Supplementary information files for 'Innovation Landscape and Challenges of Smart Technologies and Systems – A European Perspective'<br>Abstract:Latest developments in smart sensor and actuator technologies are expected to lead to a revolution in future manufacturing systems’ abilities and efficiency, often referred to as Industry 4.0. Smart technologies with higher degrees of autonomy will be essential to achieve the next breakthrough in both agility and productivity. However, the technologies will also bring substantial design and integration challenges and novelty risks to manufacturing businesses. The aim of this paper is to analyse the current landscape and to identify the challenges for introducing smart technologies into manufacturing systems in Europe. Expert knowledge from both industrial and academic practitioners in the field was extracted using an online survey. Feedback from a workshop was used to triangulate and extend the survey results. The findings indicate three main challenges for the ubiquitous implementation of smart technologies in manufacturing are: i) the perceived risk of novel technologies, ii) the complexity of integration, and iii) the consideration of human factors. Recommendations are made based on these findings to transform the landscape for smart manufacturing.<br>
DOI: 10.6084/m9.figshare.11309624
title: Acitgraphy and oxytocin in alcohol withdrawal

description: All data for manuscript<br><br>
DOI: 10.17028/rd.lboro.11309612.v1
title: Supplementary information files for 'Innovation Landscape and Challenges of Smart Technologies and Systems – A European Perspective'

description: Supplementary information files for 'Innovation Landscape and Challenges of Smart Technologies and Systems – A European Perspective'<br>Abstract:Latest developments in smart sensor and actuator technologies are expected to lead to a revolution in future manufacturing systems’ abilities and efficiency, often referred to as Industry 4.0. Smart technologies with higher degrees of autonomy will be essential to achieve the next breakthrough in both agility and productivity. However, the technologies will also bring substantial design and integration challenges and novelty risks to manufacturing businesses. The aim of this paper is to analyse the current landscape and to identify the challenges for introducing smart technologies into manufacturing systems in Europe. Expert knowledge from both industrial and academic practitioners in the field was extracted using an online survey. Feedback from a workshop was used to triangulate and extend the survey results. The findings indicate three main challenges for the ubiquitous implementation of smart technologies in manufacturing are: i) the perceived risk of novel technologies, ii) the complexity of integration, and iii) the consideration of human factors. Recommendations are made based on these findings to transform the landscape for smart manufacturing.<br>
DOI: 10.6084/m9.figshare.11309627.v1
title: Experimental observations on the planktonic foraminifera Neogloboquadrina incompta

description: Supporting data for "The effect of an experimental decrease in salinity on the viability of the subarctic planktonic foraminifera <i>Neogloboquadrina incompta</i>".<br>Polar Research 2020, 39, 3842, http://dx.doi.org/10.33265/polar.v39.3842<br><br> Data with observations of the response of cultured specimens of <i>N. incompta</i> to 4 salinity treatments. <br>Sample_ID: Specimen identifierDay: time reference of the observationActivity (1,0): presence of rhizopodial networkShell diameter (µm): size of the shellRhizopodia_max_length (µm): maximum rhizopodial extentRatio: indicator of "Rhizopodial activity" Treatment: Salinity level (Ctrl= 35 PSU).<br>Note that since the photographed foraminifera were not oriented in a standardized manner in the culture flask, the maximum shell diameter measured showed variability.<br><br>
DOI: 10.6084/m9.figshare.11309573
title: Lake circulation in July, August, September, and during the strong wind event for the depth-averaged, middle and bottom currents, respectively.

description: This work revisited the dynamics of deep-lake gyres and coastal circulation for Lake Michigan by using observations and modeling system. Few works had been done to comprehensively discuss the wind-, density-, and wave-driven circulation using a high-resolution, wave-current coupled model. The formation, dynamics and connection of the offshore and nearshore circulation in this representative large lake of the Great Lakes system was given detailed investigations in this study.
DOI: 10.6084/m9.figshare.11309573.v1
title: Lake circulation in July, August, September, and during the strong wind event for the depth-averaged, middle and bottom currents, respectively.

description: This work revisited the dynamics of deep-lake gyres and coastal circulation for Lake Michigan by using observations and modeling system. Few works had been done to comprehensively discuss the wind-, density-, and wave-driven circulation using a high-resolution, wave-current coupled model. The formation, dynamics and connection of the offshore and nearshore circulation in this representative large lake of the Great Lakes system was given detailed investigations in this study.
DOI: 10.17028/rd.lboro.11309558
title: Supplementary information files for 'Parameters and their impacts on the temperature distribution and thermal gradient of solid oxide fuel cell'

description: Supplementary information files for 'Parameters and their impacts on the temperature distribution and thermal gradient of solid oxide fuel cell'<br>Abstract;The commercialisation potential of Solid Oxide Fuel Cell is hindered due to certain technical issues. One of these is the thermal gradient across the cell structure during its operational period that can deteriorate the system’s performance. In this study, a newly developed multipoint thermal sensor is deployed across the cathode to understand the impact of various factors including cell’s operating temperature, fuel flow rate and drawing current density on temperature distribution and its stability. Here we report that direct oxidation of hydrogen due to fuel crossover has been the most impactful contributor for the cell’s average temperature increment during both open circuit voltage and loading conditions, while electrochemical oxidation of hydrogen is the most impactful contributor for cell temperature gradient during loading. A relationship has been established between the temperature profile of the cell surface and the source of the temperature variation which allows identification of the responsible parameter.<br>
DOI: 10.6084/m9.figshare.11309624.v1
title: Acitgraphy and oxytocin in alcohol withdrawal

description: Data for S3 Table: supp x_190612 Aktigraf Søvn under-over..supp_x_190808Estimering _selvrapp søvnTable S3<br><br>
DOI: 10.6084/m9.figshare.11309531
title: Table 1: carbon and oxygen isotopes. High-resolution carbon isotope stratigraphy of the Lower and Middle Ordovician succession of the Yangtze Platform, China: Implications for global correlation

description: Table 1: carbon and oxygen isotopes