cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.12360902.v2
title: InSAR Postseismic deformation resolved by the PS_InSAR and fitting method in the manuscript of "Postseismic deformation and afterslip evolution of the 2015 Gorkha earthquake constrained by InSAR and GPS observations"

description: The InSAR postseismic deformation time sequences resloved by Hong & Liu (2020) in the manuscript of "Postseismic deformation and afterslip evolution of the 2015 Gorkha earthquake constrained by InSAR and GPS observations"The manuscript is submitted to JGR:SOLID EARTH for review.<br>These deformation time sequences were resloved based on the Sentinel-1 SLC data provided by the European Space Agency (ESA).<br>################################################<br>Please download and unzip the data file. Then read the readme.txt under the folders of Not_Downsample and Downsample, firstly.<br>Note:Not_Downsample is for the deformation time sequences resolved by PS_InSAR and fitting method. <br>Downsample is for the deformation time sequences downsampled by Quadtree method.<br>
DOI: 10.6084/m9.figshare.12360743
title: Vanilla dataset

description: A large scale data for answer verbalization for simple natural questions.
DOI: 10.6084/m9.figshare.12360752
title: PanSoy

description: The complete sequence of PanSoy in FASTA format and it's annotation in GTF format.
DOI: 10.6084/m9.figshare.12360755.v1
title: Load deformation data and SEM images

description: The dataset contains results from 12 different samples tested under bending, images are for sensor gauges taken inside SEM chamber.
DOI: 10.6084/m9.figshare.12358061
title: Functional traits and environmental characteristics drive the degree of competitive intransitivity in European saltmarsh plant communities

description: Raw data set accompanying a publication in the Journal of Ecology on the competitive structure of salt marsh plant communities<br><br>
DOI: 10.6084/m9.figshare.12358061.v1
title: Functional traits and environmental characteristics drive the degree of competitive intransitivity in European saltmarsh plant communities

description: Raw data set accompanying a publication in the Journal of Ecology on the competitive structure of salt marsh plant communities<br><br>
DOI: 10.6084/m9.figshare.12358046
title: JGR-Earth surface Data

description: Measurments from the literatures, original plotted data, and PFC code.
DOI: 10.6084/m9.figshare.12358046.v1
title: JGR-Earth surface Data

description: Measurments from the literatures, original plotted data, and PFC code.
DOI: 10.6084/m9.figshare.12357881
title: Amino acid sequences for each protein encoded within the klebomycin biosynthetic gene cluster

description: Twelve fasta files are provided - one for each protein sequence encoded within the kleboxymycin BGC. Each fasta file contains amino acid sequences for 88 genomes included in the study.<br>
DOI: 10.6084/m9.figshare.12357980
title: Post-obduction evolution of New Caledonia

description: Data on the dating of two granitoid dyke samples using the U–Pb method.
DOI: 10.6084/m9.figshare.12357869
title: Minimal_Dataset.xls

description: This data is collected single center in South Korea about pacemaker related tricuspid regurgitation. This data included subject's age , sex, baseline characteristics, demographic data, occurrence of pacemaker related tricuspid regurgitation, and occurrence of adverse clinical event.
DOI: 10.6084/m9.figshare.12357980.v1
title: Post-obduction evolution of New Caledonia

description: Data on the dating of two granitoid dyke samples using the U–Pb method.
DOI: 10.6084/m9.figshare.12357881.v1
title: Amino acid sequences for each protein encoded within the klebomycin biosynthetic gene cluster

description: Twelve fasta files are provided - one for each protein sequence encoded within the kleboxymycin BGC. Each fasta file contains amino acid sequences for 88 genomes included in the study.<br>
DOI: 10.6084/m9.figshare.12357848
title: consensus.zip

description: Consensus sequence and associated files for Klebsiellla genomes encoding the kleboxymycin biosynthetic gene cluster.<br>
DOI: 10.6084/m9.figshare.12357710
title: Nocturnal vocalizations of the Undulated Tinamou

description: Raw data employed for statistical analyses
DOI: 10.6084/m9.figshare.12357719
title: NEON Phenology & Temp Time Series Teaching Data Subset (v2 - 2017-2019 data)

description: This teaching data set contains a sample of NEON plant phenology and single-aspirated air temperature data collected between 2017 and 2019. They are provided for use with online tutorials designed to teach how to work with NEON OS and IS data products.<br>This teaching data subset is used for several tutorials on the NEON website (neonscience.org). The dataset is for educational purposes, data for research purposes can be obtained from the NEON Data Portal (data.neonscience.org).
DOI: 10.6084/m9.figshare.12357593
title: Perceived stress and well-being of Polish migrants in the UK after Brexit vote

description: <b><i>Objective:</i></b> This study aimed to investigate factors affecting personal well-being of Polish immigrants living in the UK in the face of a significant political change - the Brexit vote. Possible perceived changes in attitude or behaviour of supervisors and co-workers of Polish migrants, their perceived stress, and its consequences on their psychological well-being and intention to leave the UK after the Brexit vote were subject to statistical analysis. <b><i>Method:</i></b> 551 Polish migrants residing in various regions of the UK took part in the study in the form of Qualtrics online survey. We used self-report measures: Perceived Stress Scale, The Satisfaction with Life Scale, Scale of Psychological Well-being. <b><i>Results:</i></b> Negative change in attitude or behaviour of supervisors or co-workers are associated with perceived stress, and later is linked with intention to leave the UK and decrease in positive outcomes: psychological well-being and life satisfaction. <b><i>Conclusion:</i></b> Further study should consider personal psychological resources, for instance, in the form of coping strategies that might influence the well-being of immigrants due to external political conditions.
DOI: 10.6084/m9.figshare.12357710.v1
title: Nocturnal vocalizations of the Undulated Tinamou

description: Raw data employed for statistical analyses
DOI: 10.6084/m9.figshare.12357719.v1
title: NEON Phenology & Temp Time Series Teaching Data Subset (v2 - 2017-2019 data)

description: This teaching data set contains a sample of NEON plant phenology and single-aspirated air temperature data collected between 2017 and 2019. They are provided for use with online tutorials designed to teach how to work with NEON OS and IS data products.<br>This teaching data subset is used for several tutorials on the NEON website (neonscience.org). The dataset is for educational purposes, data for research purposes can be obtained from the NEON Data Portal (data.neonscience.org).
DOI: 10.6084/m9.figshare.12357449
title: Simultaneous measurements of soil and ecosystem respiration in a mature Eucalypt woodland: advantages, lessons, and questions

description: Dataset and script for the manuscript "Simultaneous measurements of soil and ecosystem respiration in a mature Eucalypt woodland: advantages, lessons, and questions"
DOI: 10.25392/leicester.data.12357392
title: PhD Digital Appendices: D and E

description: Two digital appendices for PhD thesis 'A Dog's Life: Interdisciplinary Study of Human-Animal Relationships in Roman Britain' by Lauren Bellis (2020, University of Leicester). <br>Appendix D: Database of Secondary Bone Data (.xlsx)<br>Appendix E: Database of Recorded Associated Bone Group (ABG) Data (.accdb*) <br>* Recommended programs to open appendix: Microsoft Access, LibreOffice Base (free software), MDB Viewer Plus (free)<br><br>
DOI: 10.25392/leicester.data.12357392.v1
title: PhD Digital Appendices: D and E

description: Two digital appendices for PhD thesis 'A Dog's Life: Interdisciplinary Study of Human-Animal Relationships in Roman Britain' by Lauren Bellis (2020, University of Leicester). <br>Appendix D: Database of Secondary Bone Data (.xlsx)<br>Appendix E: Database of Recorded Associated Bone Group (ABG) Data (.accdb*) <br>* Recommended programs to open appendix: Microsoft Access, LibreOffice Base (free software), MDB Viewer Plus (free)<br><br>
DOI: 10.6084/m9.figshare.12357212
title: Controls of the Transient Climate Response to Emissions by physical feedbacks, heat uptake and carbon cycling

description: The paper Williams, RG, Ceppi PA and Katavouta, A (2020) “Controls of the Transient Climate Response to Emissions by physical feedbacks, heat uptake, and carbon cycling”, Environmental Research Letters uses the following data input files and produces the following output data files for 9 CMIP6 and 7 CMIP5 models: 1. The input data files Forcing_feedback_CMIP5.nc and Forcing_feedback_CMIP6.nc contain annual timeseries of global-mean surface temperature, radiative forcing F and radiative response R (such that the net radiative imbalance N = F + R). The radiative response R is decomposed into components due to individual feedback processes (Planck, lapse rate, relative humidity, clouds, surface albedo), using CAM5 radiative kernels. 2. The input data files Global_Carbon_1pctCO2_CMIP5.nc and Global_Carbon_1pctCO2_CMIP6.nc contain annual timeseries under 1%CO2 increase for the cumulative carbon emission and the global change in the atmospheric, land and ocean carbon inventories relative to the pre-industrial (i.e., before CO2 emissions) such that (DI<sub>atmos</sub>+DI<sub>ocean</sub>+DI<sub>land</sub>=I<sub>em</sub>). 3. The output files Global_1pctCO2_diagnostics_CMIP5.nc and Global_1pctCO2_diagnostics_CMIP6.nc contain annual timeseries from year 20 to 140 after the pre-industrial (i.e., since the beginning of CO<sub>2</sub> increase) for the TCRE and its components used in our diagnostic, figures and tables. A moving average filter with a 10 year window has been used to smooth DR, DF, N and DT timeseries before the estimates of these variables to remove inter-annual variability.
DOI: 10.6084/m9.figshare.12357212.v1
title: Controls of the Transient Climate Response to Emissions by physical feedbacks, heat uptake and carbon cycling

description: The paper Williams, RG, Ceppi PA and Katavouta, A (2020) “Controls of the Transient Climate Response to Emissions by physical feedbacks, heat uptake, and carbon cycling”, Environmental Research Letters uses the following data input files and produces the following output data files for 9 CMIP6 and 7 CMIP5 models: 1. The input data files Forcing_feedback_CMIP5.nc and Forcing_feedback_CMIP6.nc contain annual timeseries of global-mean surface temperature, radiative forcing F and radiative response R (such that the net radiative imbalance N = F + R). The radiative response R is decomposed into components due to individual feedback processes (Planck, lapse rate, relative humidity, clouds, surface albedo), using CAM5 radiative kernels. 2. The input data files Global_Carbon_1pctCO2_CMIP5.nc and Global_Carbon_1pctCO2_CMIP6.nc contain annual timeseries under 1%CO2 increase for the cumulative carbon emission and the global change in the atmospheric, land and ocean carbon inventories relative to the pre-industrial (i.e., before CO2 emissions) such that (DI<sub>atmos</sub>+DI<sub>ocean</sub>+DI<sub>land</sub>=I<sub>em</sub>). 3. The output files Global_1pctCO2_diagnostics_CMIP5.nc and Global_1pctCO2_diagnostics_CMIP6.nc contain annual timeseries from year 20 to 140 after the pre-industrial (i.e., since the beginning of CO<sub>2</sub> increase) for the TCRE and its components used in our diagnostic, figures and tables. A moving average filter with a 10 year window has been used to smooth DR, DF, N and DT timeseries before the estimates of these variables to remove inter-annual variability.
DOI: 10.6084/m9.figshare.12356879
title: Individualized requirement-driven multi-task scheduling in cloud manufacturing using an extended multifactorial evolutionary algorithm

description: This is the experimental data of the manuscript entitled "Individualized requirement-driven multi-task scheduling in cloud manufacturing using an extended multifactorial evolutionary algorithm". All data are generated through computer simulation and saved in the file with csv format. The data are the simulation of the real-world case. There are nine instances for these experiments, which cover multiple scales. Three attributes including time, cost, and reliability of servies for achieving corresponding subtasks are shown in datasets.<br>
DOI: 10.6084/m9.figshare.12356879.v1
title: Individualized requirement-driven multi-task scheduling in cloud manufacturing using an extended multifactorial evolutionary algorithm

description: This is the experimental data of the manuscript entitled "Individualized requirement-driven multi-task scheduling in cloud manufacturing using an extended multifactorial evolutionary algorithm". All data are generated through computer simulation and saved in the file with csv format. The data are the simulation of the real-world case. There are nine instances for these experiments, which cover multiple scales. Three attributes including time, cost, and reliability of servies for achieving corresponding subtasks are shown in datasets.<br>
DOI: 10.6084/m9.figshare.12356777
title: Dataset for "Hu, R., Zhou, C.-X., Wu, D.-S., Yang, Z., Chen, Y.-F. (2019). Roughness control on multiphase flow in rock fractures. Geophysical Research Letters, 46(21), 12002-12011."

description: This is the data published in the paper "Hu, R. et al. Geophysical Research Letters, 2019, 46(21), 12002-12011."
DOI: 10.6084/m9.figshare.12356759
title: Novel miRNA

description: Novel miRNA of Penaeus monodon<br>
DOI: 10.6084/m9.figshare.12356762
title: different_expressed_miRNA

description: different expressed miRNA of Penaeus monodon<br>
DOI: 10.6084/m9.figshare.12356777.v1
title: Dataset for "Hu, R., Zhou, C.-X., Wu, D.-S., Yang, Z., Chen, Y.-F. (2019). Roughness control on multiphase flow in rock fractures. Geophysical Research Letters, 46(21), 12002-12011."

description: This is the data published in the paper "Hu, R. et al. Geophysical Research Letters, 2019, 46(21), 12002-12011."
DOI: 10.6084/m9.figshare.12356756
title: Dataset

description: Dataset<br>
DOI: 10.6084/m9.figshare.12356759.v1
title: Novel miRNA

description: Novel miRNA of Penaeus monodon<br>
DOI: 10.6084/m9.figshare.12356750
title: Dataset

description: Dataset <br>
DOI: 10.6084/m9.figshare.12356705
title: SSOCT test dataset for OCTproZ

description: This SSOCT raw data can be used with the "Virtual OCT System" of OCTproZ (https://github.com/spectralcode/OCTproZ/ ). After processing, this SSOCT data shows a piece of laser-burned wood with couple layers of tape. The dimension of the en face view is roughly 2 mm x 4 mm. <br>Suitable settings for the Virtual OCT System are:Bit depth [bits]: 12Samples per raw A-scan: 1664A-scans per B-scan: 512B-scans per buffer: 16Buffers per volume: 16Buffers to read from file: 32<br>Suitable settings for processing with OCTproZ are:Bit shift sample values by 4: checkedFlip every second B-scan: checkedk-linearization: checkedc_0: 0,0c_1: 2016,0c_2: -994,0c_3: 624,0Dispersion Compensation: uncheckedWindowing: checkedWindow Type: HanningFill Factor: 0,95Center Position: 0,50Fixed-Pattern Noise Removal: checkedSinusoidal scan correction: checkedLog scaling: checkedMax value: 100,0Min value: 35,0Multiplicator 1,0Addend: 0,0<br>
DOI: 10.6084/m9.figshare.12356750.v1
title: Dataset

description: Dataset including Land-use data and master plan and data base table<br>
DOI: 10.6084/m9.figshare.12356756.v1
title: Codes

description: This contains the codes and datasets for our manuscript submitted to IJGIS (IJGIS-2020-0294).An ArcGIS project including GTIDM button using ArcObject and VBA programming.A MATLAB function that simulates the game between. government and developers. <br>Land-use map and master plan in shape-file format.
DOI: 10.6084/m9.figshare.12356756.v3
title: Dataset

description: Dataset<br>
DOI: 10.5522/04/12356696
title: Optimal Control of SOAs with Artificial Intelligence for Sub-Nanosecond Optical Switching

description: This dataset contains 1) the data plotted and 2) the MATLAB code used to generate the data for the paper 'Optimal Control of SOAs with Artificial Intelligence for Sub-Nanosecond Optical Switching' (https://ieeexplore.ieee.org/document/9124678?arnumber=9124678). <br><br>All data have been organised into clear folders to accompany the paper, where each folder has been named in the context of the figures presented in the paper. All data are given in .csv format, which can be downloaded by the reader and analysed however they wish.
DOI: 10.6084/m9.figshare.12356756.v2
title: Dataset

description: Dataset<br>
DOI: 10.6084/m9.figshare.12356666
title: Annotation

description: Annotation information of transcripts of gills in Penaeus monodon.<br>
DOI: 10.5522/04/12356696.v1
title: An Artificial Intelligence Approach to Optimal Control of Sub-Nanosecond SOA-Based Optical Switches

description: This dataset contains 1) the data plotted and 2) the MATLAB code used to generate the data for the paper 'An Artificial Intelligence Approach to Optimal Control of Sub-Nanosecond SOA-Based Optical Switches'. <br><br>All data has been organised into clear folders to accompany the paper, where each folder has been named in the context of the figures presented in the paper. All data is given in .csv format, which can be downloaded by the reader and analysed/processed however they wish.<br>The paper accompanying these data has not yet been published - we will provide the link when it has.<br>
DOI: 10.6084/m9.figshare.12356666.v1
title: Annotation

description: Annotation information of transcripts of gills in Penaeus monodon.<br>
DOI: 10.6084/m9.figshare.12356627
title: 3.Gene_diff.zip

description: differentially expressed gene in penaeus monodon under three salinities<br>
DOI: 10.6084/m9.figshare.12356627.v1
title: 3.Gene_diff.zip

description: differentially expressed gene in penaeus monodon under three salinities<br>
DOI: 10.6084/m9.figshare.12356519
title: R script and datasets - CCA

description: This folder contained a R script and datasets to perform a Canonical correspondence analysis (CCA) in R. CCA was used to infer the underlying relationship between the benthic harmful dinoflagellate assemblages and benthic substrate characteristics, depths and irradiances. CCA is a constrained multivariate ordination technique that extracts major gradients among combinations of explanatory variables in a dataset and requires samples to be both random and independent. Data for cell abundances were Hellinger-transformed prior to CCA to ensure the data met the statistical assumptions of normality and linearity. The analysis was performed using vegan. The significance of variation in benthic harmful dinoflagellates assemblages explained by the explanatory variables was tested using an ANOVA-like Monte Carlo permutation test as implemented in vegan.
DOI: 10.6084/m9.figshare.12356519.v1
title: CCA Rscript and datasets

description: This folder contained a R script and datasets to perform a Canonical correspondence analysis (CCA) in R. CCA was used to infer the underlying relationship between the benthic harmful dinoflagellate assemblages and benthic substrate characteristics, depths and irradiances. CCA is a constrained multivariate ordination technique that extracts major gradients among combinations of explanatory variables in a dataset and requires samples to be both random and independent. Data for cell abundances were Hellinger-transformed prior to CCA to ensure the data met the statistical assumptions of normality and linearity. The analysis was performed using vegan. The significance of variation in benthic harmful dinoflagellates assemblages explained by the explanatory variables was tested using an ANOVA-like Monte Carlo permutation test as implemented in vegan.
DOI: 10.6084/m9.figshare.12356519.v2
title: R script and datasets - CCA

description: This folder contained a R script and datasets to perform a Canonical correspondence analysis (CCA) in R. CCA was used to infer the underlying relationship between the benthic harmful dinoflagellate assemblages and benthic substrate characteristics, depths and irradiances. CCA is a constrained multivariate ordination technique that extracts major gradients among combinations of explanatory variables in a dataset and requires samples to be both random and independent. Data for cell abundances were Hellinger-transformed prior to CCA to ensure the data met the statistical assumptions of normality and linearity. The analysis was performed using vegan. The significance of variation in benthic harmful dinoflagellates assemblages explained by the explanatory variables was tested using an ANOVA-like Monte Carlo permutation test as implemented in vegan.
DOI: 10.6084/m9.figshare.12356372
title: Supplementary data used for "Urbanisation is associated with shifts in bumblebee body size, with cascading effects on pollination"

description: Supplementary data used for "Urbanisation is associated with shifts in bumblebee body size, with cascading effects on pollinations" authored by Panagiotis Theodorou, Lucie M. Baltz, Robert J. Paxton, Antonella Soro
DOI: 10.6084/m9.figshare.12356336
title: Data for for ”Factors explaining students’ attitudes towards learning in genetics and belief in genetic determinism”

description: Data for the manuscript ”Factors explaining students’ attitudes towards learning in genetics and belief in genetic determinism” which is posted in EdArXiv: https://doi.org/10.35542/osf.io/d5hzg.<br>Data is described in detail in the manuscript and short description in readme file is attached here.
DOI: 10.6084/m9.figshare.12356372.v1
title: Supplementary data used for "Urbanisation is associated with shifts in bumblebee body size, with cascading effects on pollinations"

description: Supplementary data used for "Urbanisation is associated with shifts in bumblebee body size, with cascading effects on pollinations" authored by Panagiotis Theodorou, Lucie M. Baltz, Robert J. Paxton, Antonella Soro
DOI: 10.6084/m9.figshare.12356372.v3
title: Supplementary data used for "Urbanisation is associated with shifts in bumblebee body size, with cascading effects on pollination"

description: Supplementary data used for "Urbanisation is associated with shifts in bumblebee body size, with cascading effects on pollinations" authored by Panagiotis Theodorou, Lucie M. Baltz, Robert J. Paxton, Antonella Soro
DOI: 10.6084/m9.figshare.12356372.v2
title: Supplementary data used for "Urbanisation is associated with shifts in bumblebee body size, with cascading effects on pollination"

description: Supplementary data used for "Urbanisation is associated with shifts in bumblebee body size, with cascading effects on pollinations" authored by Panagiotis Theodorou, Lucie M. Baltz, Robert J. Paxton, Antonella Soro
DOI: 10.6084/m9.figshare.12356300
title: Processed bathymetry and tide gauge data

description: The original dataset were obtained from:<br>http://tides.big.go.id:8888/http://tides.big.go.id/DEMNAS/
DOI: 10.6084/m9.figshare.12356240
title: Percentage New Research Collaborations by Disciplinary Intersection

description: Percentage New Research Collaborations by Disciplinary Intersection. The colour of each pixel represents the level of new researcher-researcher co-authorship pairings seen on COVID-19 papers compared with pre-COVID. Each researcher in the pairing has a principal research categorisation and the combination of these two determines the relevant pixel. The intensity of the colour in the pixel corresponds to the proportion of new collaborations to existing collaborations in the relevant subject pairing. There is a 10 researcher cut-off for each pixel to prevent flagging low volume collaboration signals clouding the picture.
DOI: 10.6084/m9.figshare.12356234
title: Established Researchers By Field of Research

description: Established researchers by (ANZSRC) 2-Digital level Field of Research. A researcher is ``established'' for the purposes of this table by having a publication history of more than 15 years.