cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.7763065
title: Managing the volatility of the results of the comparative approach in evaluating the market value of Russian companies

description: Dataset for Master's dissertation 'Managing the volatility of the results of the comparative approach in evaluating the market value of Russian companies'.
DOI: 10.5281/zenodo.7763064
title: Managing the volatility of the results of the comparative approach in evaluating the market value of Russian companies

description: Dataset for Master's dissertation 'Managing the volatility of the results of the comparative approach in evaluating the market value of Russian companies'.
DOI: 10.6084/m9.figshare.14604708
title: PRCA-24 data 2012-2017 pre-intervention dataset

description: The Personal Report of Communication Apprehension (PRCA-24) (McCroskey, 1970) is a widely used questionnaire designed to guage the levels of apprehension respondents feel towards four modes of oral communication, namely dyad (one-to-one), group discussion, formal meeting and public speaking. Furthermore, despite the questionnaire assessing four modes of oral communication, it is the most widely used assessment of public speaking anxiety (Sawyer, 2016). The dataset has the results of the administration of the PRCA-24 questionnaire over a six year period (2012-2017) with undergraduate accounting and finance students studying at a university in the north of England as they begin their first year of study. In addition to the results of the PRCA-24 questionnaire, for the years 2013-2017 an additional task requires participants to respond to, 'Please write about your experiences of giving class presentations or speaking to an audience in other situations' after completion of the PRCA-24. Thus the dataset has one qualitative item. In addition to the PRCA-24 data items include the year of the response, whether the participant's first language was English and the gender of respondents. The dataset has 702 cases. <br> Data for the year 2015 is analysed in Ireland (2020).<br> <br> Ireland, C. (2020) Apprehension felt towards delivering oral presentations: a case study of accountancy students, Accounting Education, 29:3, 305-320, DOI: 10.1080/09639284.2020.1737548<br> <br> McCroskey, J. C. (1970). Special reports: Measures of communication-bound anxiety. Speech Monographs, 37(4), 269–277. https://doi.org/10.1080/03637757009375677 <br> Sawyer, C. R. (2016). Communication apprehension and public speaking Instruction. In P. Witt (Ed.), Communication and learning (pp. 397–426). De Gruyter. <br>
DOI: 10.6084/m9.figshare.14604708.v1
title: PRCA-24 data 2012-2017

description: The Personal Report of Communication Apprehension (PRCA-24) (McCroskey, 1970) is a widly used questionnaire designed to guage the levels of apprehension respondents feel towards four modes of oral communication, namely dyad (one-to-one), group discussion, formal meeting and public speaking. Furthermore, despite the questionnaire assessing four modes of oral communication, it is the most widely used assessment of public speaking anxiety (Sawyer, 2016). The dataset has the results of the administration of the PRCA-24 questionnaire over a six year period (2012-2017) with undergraduate accounting and finance students studying at a university in the north of England as they begin their first year of study. In addition to the results of the PRCA-24 questionnaire, for the years 2013-2017 an additional task requires participants to respond to, 'Please write about your experiences of giving class presentations or speaking to an audience in other situations' after completion of the PRCA-24. Thus the dataset has one qualitative item. In addition to the PRCA-24 data items include the year of the response, whether the participant's first language was English and the gender of respondents. The dataset has 702 cases.<br>Data for the year 2015 is analysed in Ireland (2020).<br><br>Ireland, C. (2020) Apprehension felt towards delivering oral presentations: a case study of accountancy students, Accounting Education, 29:3, 305-320, DOI: 10.1080/09639284.2020.1737548<br><br>McCroskey, J. C. (1970). Special reports: Measures of communication-bound anxiety. Speech Monographs, 37(4), 269–277. https://doi.org/10.1080/03637757009375677<br>Sawyer, C. R. (2016). Communication apprehension and public speaking Instruction. In P. Witt (Ed.), Communication and learning (pp. 397–426). De Gruyter. <br>
DOI: 10.25403/upresearchdata.22219069
title: Measurements of the six quantitative traits used to rank the aggressiveness level of the five Cercospora zeina isolates

description: This dataset includes latent period, infection efficiency, lesion size, disease severity and sporulation capacity measurements. Sporulation capacity was measured by the number of conidiophores per stomata and measurements were taken from 10 stomata within a lesion arranged into three rows. Therefore, all measurements were done from a total of 30 stomata per lesion. Disease severity was done using 0-6 scale with the scale of zero giving to no infection and scale of six to the most severe disease symptoms.
DOI: 10.25403/upresearchdata.22219069.v1
title: Measurements of the six quantitative traits used to rank the aggressiveness level of the five Cercospora zeina isolates

description: This dataset includes latent period, infection efficiency, lesion size, disease severity and sporulation capacity measurements. Sporulation capacity was measured by the number of conidiophores per stomata and measurements were taken from 10 stomata within a lesion arranged into three rows. Therefore, all measurements were done from a total of 30 stomata per lesion. Disease severity was done using 0-6 scale with the scale of zero giving to no infection and scale of six to the most severe disease symptoms.
DOI: 10.34740/kaggle/dsv/5220125
title: YouTube Daily
DOI: 10.5281/zenodo.7757462
title: PENTACET data - 23 Million Contextual Code Comments and 500,000 SATD comments

description: PENTACET is a large Curated Contextual Code Comments per Contributor and the most extensive SATD data. We mine 9,096 Open Source Software Java projects with a total of 435 million LOC. The outcome is dataset with 23 million code comments, preceding and succeeding source code context for each comment, and more than 500,000 comments labeled as SATD, including both ‘Easy to Find’ and ‘Hard to Find’ SATD.
DOI: 10.5281/zenodo.7757461
title: PENTACET data - 23 Million Contextual Code Comments and 500,000 SATD comments

description: PENTACET is a large Curated Contextual Code Comments per Contributor and the most extensive SATD data. We mine 9,096 Open Source Software Java projects with a total of 435 million LOC. The outcome is dataset with 23 million code comments, preceding and succeeding source code context for each comment, and more than 500,000 comments labeled as SATD, including both ‘Easy to Find’ and ‘Hard to Find’ SATD.
DOI: 10.5281/zenodo.7763095
title: Dynamics of the temperature of the leather tissue weldability during storage for 15 days after salting in the experimental curing mixture and in the control curing liquid

description: Dynamics of the temperature of the leather tissue weldability during storage for 15 days after salting in the experimental curing mixture and in the control curing liquid
DOI: 10.5281/zenodo.7763094
title: Dynamics of the temperature of the leather tissue weldability during storage for 15 days after salting in the experimental curing mixture and in the control curing liquid

description: Dynamics of the temperature of the leather tissue weldability during storage for 15 days after salting in the experimental curing mixture and in the control curing liquid
DOI: 10.5281/zenodo.7760619
title: Data set for Wireless SAWR sensors: FFT, EMD or wavelets for the frequency estimation in one shot?

description: This data set is the basis for the publication "Wireless SAWR sensors: FFT, EMD or wavelets for the frequency estimation in one shot?", submitted to Journal of Sensors and Sensor Systems.<br> It contains the following data: - "Scipioni_JSSS23_Fig5_WaveletChoice.txt" contains results to obtain the best wavelet for this study. For this, a SAWR (Fig. 3a) signal is noised by an additive Gaussian white noise with different SNR values. The signal is then denoised by wavelets for each SNR value. Results are the new SNR values after denoising. - "Scipioni_JSSS23_Fig9_to_15_F_Ref.txt" contains all the frequencies around F=10700 MHz chosen to test the three methods: Fourier, wavelets, EMD. - 10 files "Scipioni_JSSS23_Fig10_to_14_SAW_EMDvsWavelet_FRef_XX_Occ_100.txt" contain results of the frequency and uncertainty measurement for each noisy SAWR signal versus frequencies and SNR values. - 3 files "Scipioni_JSSS23_Fig17_Tab2_3_Experimental SAWR signal_NoX" contain the values of 3 different experimental SAWR signals.
DOI: 10.5281/zenodo.7760618
title: Data set for Wireless SAWR sensors: FFT, EMD or wavelets for the frequency estimation in one shot?

description: This data set is the basis for the publication "Wireless SAWR sensors: FFT, EMD or wavelets for the frequency estimation in one shot?", submitted to Journal of Sensors and Sensor Systems.<br> It contains the following data: - "Scipioni_JSSS23_Fig5_WaveletChoice.txt" contains results to obtain the best wavelet for this study. For this, a SAWR (Fig. 3a) signal is noised by an additive Gaussian white noise with different SNR values. The signal is then denoised by wavelets for each SNR value. Results are the new SNR values after denoising. - "Scipioni_JSSS23_Fig9_to_15_F_Ref.txt" contains all the frequencies around F=10700 MHz chosen to test the three methods: Fourier, wavelets, EMD. - 10 files "Scipioni_JSSS23_Fig10_to_14_SAW_EMDvsWavelet_FRef_XX_Occ_100.txt" contain results of the frequency and uncertainty measurement for each noisy SAWR signal versus frequencies and SNR values. - 3 files "Scipioni_JSSS23_Fig17_Tab2_3_Experimental SAWR signal_NoX" contain the values of 3 different experimental SAWR signals.
DOI: 10.4121/a9f71379-ec55-495e-a4a0-ff5c6965f6f3
title: Complete chloroplast genome sequence of medicinal plant Actaea cimicifuga L.（syn. Cimicifuga foetida L.）

description: <em>Actaea cimicifuga </em>L.is an important medicinal plant in China. In this study, the complete chloroplast genome of <em>A. cimicifuga </em>was characterized and assembled. The complete chloroplast genome is 159,761bp in length and presented a typical tetrad structure, with one small copy and one large single copy (SSC and LSC) regions of 17,838bp and 88,805bp isolated by two 26,559bp reverse repeat regions (IRs).A total of 129 unique genes were annotated in this study, including 84 protein encoding genes, 8 rRNA and 37 tRNA. Altogether 14 genes that contained introns are located within that chloroplast genome for <em>A. cimicifuga</em>. Typically, 2 of these genes (ycf3 and clpP) contained two introns, while the other ones had only one intron. Based on the maximum likelihood phylogenetic tree of 20 complete chloroplast genomes, <em>A. cimicifuga</em> shows close association with additional <em>Actaea</em> genus. The chloroplast genome of <em>A. cimicifuga</em> is helpful to understand its genetic information.
DOI: 10.4121/a9f71379-ec55-495e-a4a0-ff5c6965f6f3.v1
title: Complete chloroplast genome sequence of medicinal plant Actaea cimicifuga L.（syn. Cimicifuga foetida L.）

description: <em>Actaea cimicifuga </em>L.is an important medicinal plant in China. In this study, the complete chloroplast genome of <em>A. cimicifuga </em>was characterized and assembled. The complete chloroplast genome is 159,761bp in length and presented a typical tetrad structure, with one small copy and one large single copy (SSC and LSC) regions of 17,838bp and 88,805bp isolated by two 26,559bp reverse repeat regions (IRs).A total of 129 unique genes were annotated in this study, including 84 protein encoding genes, 8 rRNA and 37 tRNA. Altogether 14 genes that contained introns are located within that chloroplast genome for <em>A. cimicifuga</em>. Typically, 2 of these genes (ycf3 and clpP) contained two introns, while the other ones had only one intron. Based on the maximum likelihood phylogenetic tree of 20 complete chloroplast genomes, <em>A. cimicifuga</em> shows close association with additional <em>Actaea</em> genus. The chloroplast genome of <em>A. cimicifuga</em> is helpful to understand its genetic information.
DOI: 10.6084/m9.figshare.22323751
title: CityClass_RandomForest FigShare

description: It was used for variable importance identification using Random Forest.
DOI: 10.34943/42119348-b9ee-43bf-ad88-0fa518a9cc94
title: Fraser River Delta Upper Slope Camera Lights Deployed 2023-03-16

description: The ROS Lights (SN 70115) was deployed on 2023-03-16 at Fraser River Delta Upper Slope. This site is located on the upper slope of the Fraser River delta, where depth is approximately 100 metres. This device is a Camera Lights. Camera lights are used to improve visibility where cameras are deployed. Light controls and schedules can be remotely-controlled from on-shore using software. The length of time that lights are on is limited in order to minimize impact on the environment. It was deployed on a fixed platform. Data from this deployment were archived and made available through Ocean Networks Canada's Oceans 3.0 digital infrastructure, with quality assurance and derived data products following established practices.
DOI: 10.25550/2w-ycz2
title: Transgenic mouse model DNA cassette to study Rac1 effect on enamel organ

description: The enamel of 8-week-old _Odam/ Rac1 f/f_ mice, that have _Rac1_ silenced in the enamel organ, was analyzed using microCT
DOI: 10.25550/2w-yn1c
title: Transgenic mouse model DNA cassette to study Smad4 effect on enamel organ

description: The enamel of 8-week-old _Ambn/ Smad4 f/f_ mice, that have _Smad4_ silenced in the enamel organ, was analyzed using microCT
DOI: 10.25550/2w-ymzr
title: Transgenic mouse model DNA cassette to study Stim2 effect on enamel organ

description: The enamel of 8-week-old _Odam/ Stim2 f/f_ mice, that have _Stim2_ silenced in the enamel organ, was analyzed using microCT
DOI: 10.5281/zenodo.6560552
title: Scenario data for article: Effects of the energy transition on environmental impacts of cobalt supply: A prospective Life Cycle Assessment study on future supply of cobalt

description: This dataset contains the background data for the paper 'Effects of the energy transition on environmental impacts of the cobalt supply: A prospective Life Cycle Assessment study on the future cobalt supply' as published in the Journal of Industrial Ecology. <strong>Please note that an easier to use version of this data for LCA is available through the Premise (Sacchi et al. 2022) Community Scenarios here.</strong> This version is slightly adapted to fit into the Premise architecture and is compatible with ecoinvent v3.8 cutoff. This repository contains: Python code + readme to model the variables, generate presamples packages and generate LCA results based on those. (code folder) Input and output data for Variables 1-3 (files 1&2) Presamples excel sheets for each variable/scenario combination (file 3) Summarized LCA results (the full results can be generated through running the code provided) (file 4) Full LCA results used for the contribution analysis (file 5) Underlying data for each of the figures (file 6) We refer to the paper (linked above) for more information on the study.<br> <strong>License: </strong>The metal supply scenario data is licensed under the CC-BY 4.0 license. <strong>Access: </strong>Open access [Changelog] 2023-03-23 - 1.3.1: Add link to Premise Community scenario page.<br> 2022-05-18 - 1.3.0: Fix minor error in data files '4 - LCA results' and '6 - Figure data' in demand amounts for total impacts.<br> 2022-04-06 - 1.2.1: Included link to article after publication<br> 2022-03-30 - 1.2.0: Included underlying figure data<br> 2022-01-24 - 1.1.1: Opened repository after paper acceptance<br> 2021-11-26 - 1.1.0: Update of code to comply with peer-review<br> 2021-07-12 - 1.0.0: Set-up of repository
DOI: 10.5281/zenodo.5085557
title: Scenario data for article: Effects of the energy transition on environmental impacts of cobalt supply: A prospective Life Cycle Assessment study on future supply of cobalt

description: This dataset contains the background data for the paper 'Effects of the energy transition on environmental impacts of the cobalt supply: A prospective Life Cycle Assessment study on the future cobalt supply' as published in the Journal of Industrial Ecology. <strong>Please note that an easier to use version of this data for LCA is available through the Premise (Sacchi et al. 2022) Community Scenarios here.</strong> This version is slightly adapted to fit into the Premise architecture and is compatible with ecoinvent v3.8 cutoff. This repository contains: Python code + readme to model the variables, generate presamples packages and generate LCA results based on those. (code folder) Input and output data for Variables 1-3 (files 1&2) Presamples excel sheets for each variable/scenario combination (file 3) Summarized LCA results (the full results can be generated through running the code provided) (file 4) Full LCA results used for the contribution analysis (file 5) Underlying data for each of the figures (file 6) We refer to the paper (linked above) for more information on the study.<br> <strong>License: </strong>The metal supply scenario data is licensed under the CC-BY 4.0 license. <strong>Access: </strong>Open access [Changelog] 2023-03-23 - 1.3.1: Add link to Premise Community scenario page.<br> 2022-05-18 - 1.3.0: Fix minor error in data files '4 - LCA results' and '6 - Figure data' in demand amounts for total impacts.<br> 2022-04-06 - 1.2.1: Included link to article after publication<br> 2022-03-30 - 1.2.0: Included underlying figure data<br> 2022-01-24 - 1.1.1: Opened repository after paper acceptance<br> 2021-11-26 - 1.1.0: Update of code to comply with peer-review<br> 2021-07-12 - 1.0.0: Set-up of repository
DOI: 10.6084/m9.figshare.22323691
title: sub-CCNPPEKxxxx.zip

description: This is a sample dataset from the Chinese Color Nest Cohort for the review of its related data paper or resource article. The dataset contains BIDS-formated multimodal brain imaging data.
DOI: 10.17031/641c286a6fd59
title: 2010-2019 Natural Resources Wales Skomer MCZ Zooplankton Time Series

description: Time series of consistent plankton samples taken using a Zooplankton net (200um mesh) from a single point on the North side of Skomer island. The net is hauled vertically from 40m and the methods used are designed to replicated the methods used by PML at the L4 plankton sampling station.
DOI: 10.57745/rjfnsi
title: beech_properties.tab

description: :unav
DOI: 10.5281/zenodo.7292288
title: Hyperspectral Imaging dataset for use in Heritage Science

description: The following data sets were collected to support the potential uses of opensource data in the context of digital humanities and heritage sciences. This proposed experiment is conducted by the UCL Institute for Sustainable Heritage in collaboration with the Centre for Digital Humanities. Imaging methods including Photography, Multispectral Imaging, Hyperspectral Imaging and Xray Fluorescence Mapping have been collected along with the complete readout metadata of the instrumentation. We hope that you find the data helpful, and we welcome you to use the data in any way you wish, for all and any analysis development purposes. For us to build upon this research, we ask that in return you would be willing to share in some regard your experiences in using open-source data, using our data, successes and issues. If you would be willing to engage with us in this endeavor, please feel free to contact us so that we may be able to follow up with you. E: molly.fort.21@ucl.ac.uk Object Paradata; <strong>Postcard – c. Early 1900's </strong> <strong>Language – Eng. </strong> <strong>Materials – colour print on card, metallic leafing. </strong> <strong>Front transcription - </strong> <strong> ‘Greetings’ </strong> <strong> ‘May your Birthday bring you Peace & perfect Happiness, Golden hopes & Love of Friends, And every Happiness this world can send.’ </strong> <strong>Object Dimensions – 138mm X 88mm </strong> This folder contains: Hyperspectral Image data collected using a ClydeHSI VNIR-HR+ Hyperspectral Imaging System. postcardhsi.hdr - Header file read out from the ClydeHSI systems instructions for reading the subsequent .raw spectral database. postcardhsi.raw - Hyperspectral image data cube information. Combination with hdr file creates a ENVI file format, this can be read into a variety of image analysis software packages. postcardhsi.ini - Metadata collected and read out from ClydeHSI system. Dark/White.corr - Correction files taken from camera for processing and minimalising system noise and illumination variences. postcardhsi_refl.* - Pre - Corrected hyperspectral image data, using provided ClydeHSI software. Truecolour RGB reference image Each raw and header file set makes-up a single data set in ENVI file format. ENVI reading support exists in Python, R, Matlab, and other common image analysis packages.
DOI: 10.5281/zenodo.7322908
title: Hyperspectral Imaging dataset for use in Heritage Science

description: The following data sets were collected to support the potential uses of opensource data in the context of digital humanities and heritage sciences. This proposed experiment is conducted by the UCL Institute for Sustainable Heritage in collaboration with the Centre for Digital Humanities. Imaging methods including Photography, Multispectral Imaging, Hyperspectral Imaging and Xray Fluorescence Mapping have been collected along with the complete readout metadata of the instrumentation. We hope that you find the data helpful, and we welcome you to use the data in any way you wish, for all and any analysis development purposes. For us to build upon this research, we ask that in return you would be willing to share in some regard your experiences in using open-source data, using our data, successes and issues. If you would be willing to engage with us in this endeavor, please feel free to contact us so that we may be able to follow up with you. Other Data sets available Here E: molly.fort.21@ucl.ac.uk Object Paradata; <strong>Postcard – c. Early 1900's </strong> <strong>Language – Eng. </strong> <strong>Materials – colour print on card, metallic leafing. </strong> <strong>Front transcription - </strong> <strong> ‘Greetings’ </strong> <strong> ‘May your Birthday bring you Peace & perfect Happiness, Golden hopes & Love of Friends, And every Happiness this world can send.’ </strong> <strong>Object Dimensions – 138mm X 88mm </strong> The postcard is an item of ephemera donated to the UCLDH Digitisation Suite by Prof Melissa Terras, for teaching and training purposes in 2015. This folder contains: Hyperspectral Image data collected using a ClydeHSI VNIR-HR+ Hyperspectral Imaging System. Images captured : 477x304 pixel, 484 spectral band images, 4*4 pixel binning *.hdr - Header file read out from the ClydeHSI systems instructions for reading the subsequent .raw spectral database. *.raw - Hyperspectral image data cube information. Combination with hdr file creates a ENVI file format, this can be read into a variety of image analysis software packages. postcardhsi.ini - Metadata collected and read out from ClydeHSI system. Dark/White.corr - Correction files taken from camera for processing and minimalising system noise and illumination variences. *_refl.* - Pre - Corrected hyperspectral image data, using provided ClydeHSI software. Truecolour RGB reference image Each raw and header file set makes-up a single data set in ENVI file format. ENVI reading support exists in Python, R, Matlab, and other common image analysis packages.
DOI: 10.57745/9chvhv
title: rice_properties.tab

description: :unav