cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.7953245
title: Mikrostruktura materiálů Ampcoloy 940 a Albromet W130

description: <strong>Metalografické preparáty</strong> byly připraveny běžnými technikami – broušením za mokra a leštěním diamantovými pastami pomocí automatického preparačního systému Tegramin 30 firmy Struers. Topografie takto připraveného povrchu dosahovala Ra=5 nm, což je dostatečné pro následné materiálové analýzy. Pro zviditelnění mikrostruktury byl preparát leptán leptadlem obsahujícím 50 ml H<sub>2</sub>O a 50 ml HNO<sub>3</sub>. Materiál AMPCOLOY 940 byl takto leptán po dobu 8 s a materiál ALBROMET W130 po dobu 30 s. <strong>Analýza mikrostruktury</strong> byla provedena u obou materiálů, přičemž byla provedena jak použitím světelné mikroskopie (LM) na přístroji značky Zeiss tak i užitím elektronové mikroskopie (SEM) na mikroskopu značky Tescan pomocí detektoru zpětně odražených elektronů (BSE). Při použití světelné mikroskopie bylo zvětšení vždy 20x a následně 50x. Při užití elektronové mikroskopie bylo zvětšení 1000x.
description: TA ČR, projekt FW06010039, název: Výzkum nahraditelnosti materiálu AMPCOLOY 940 novým materiálem ALBROMET W130 pro tvarové díly forem se speciální texturou vyrobené pomocí elektroerozivního drátového řezání
DOI: 10.5281/zenodo.7953284
title: ChEMBL data against CHEMBL367, CHEMBL368 and CHEMBL612348

description: Data from ChEMBL compounds reported with an activity against one of the following targets: CHEMBL367 : <em>Leishmania donovani, </em>CHEMBL368 : <em>Trypanosoma cruzi, </em>and CHEMBL612348 : <em>Trypanosoma brucei rhodesiense</em>.
DOI: 10.5281/zenodo.7953283
title: ChEMBL data against CHEMBL367, CHEMBL368 and CHEMBL612348

description: Data from ChEMBL compounds reported with an activity against one of the following targets: CHEMBL367 : <em>Leishmania donovani, </em>CHEMBL368 : <em>Trypanosoma cruzi, </em>and CHEMBL612348 : <em>Trypanosoma brucei rhodesiense</em>.
DOI: 10.18112/openneuro.ds004196.v1.0.29
title: FMRI-EEG Prestudy
DOI: 10.5281/zenodo.7953224
title: Gridded and aggregated tropical cyclone disaster datasets in China (1990-2015)

description: <strong>Gridded_Datasets:</strong> The geotransformation from image coordinate space to georeferenced coordinate space for each tiff file is (97.0, 0.1, 0.0, 54.0, 0.0, -0.1). <strong>Aggregated_Datasets: </strong> Including variables aggregated to TC-event scale and province scale: year (year of the tropical cyclone) cnid (Chinese tropical cyclone ID) DEL (Direct Economic Loss, CNY) W (maximum of gridded sustained wind speed, m/s) P (maximum of gridded daily precipitation, mm) K (asset value exposure, CNY) I (GDP per capita, CNY) H (proportion of nonsteel-concrete residential buildings)
DOI: 10.5281/zenodo.7953223
title: Gridded and aggregated tropical cyclone disaster datasets in China (1990-2015)

description: <strong>Gridded_Datasets:</strong> The geotransformation from image coordinate space to georeferenced coordinate space for each tiff file is (97.0, 0.1, 0.0, 54.0, 0.0, -0.1). <strong>Aggregated_Datasets: </strong> Including variables aggregated to TC-event scale and province scale: year (year of the tropical cyclone) cnid (Chinese tropical cyclone ID) DEL (Direct Economic Loss, CNY) W (maximum of gridded sustained wind speed, m/s) P (maximum of gridded daily precipitation, mm) K (asset value exposure, CNY) I (GDP per capita, CNY) H (proportion of nonsteel-concrete residential buildings)
DOI: 10.5281/zenodo.7198112
title: SUCCES3 cruise biogeochemical dataset (1): SuperSucker data, ammonium and nitrate+nitrite

description: High-frequency beogeochemical dataset of cross-sections along the central Oregon shelf acquired during the cruise SUCCES3, from 30 July to 10 August 2009. The dataset includes: - Day of year (UTC), longitude (W), latitude (N), profile number. - SuperSucker data: altitude from seabed (m), depth in the water column (m), distance from start of the transect (km), distance from coast (km), bottom depth (m), pressure (dbar), temperature (C), salinity, density anomaly (calculated from pressure, temperature and salinity, kg m<sup>-3</sup>), dissolved oxygen (calibrated with discrete samples, µM), and beam attenuation (m<sup>-1</sup>). - <em>In situ</em> dissolved inorganic nutrients analysis: ammonium (µM) and nitrate+nitrite (µM). Continuous biogeochemical <em>in situ</em> data were processed first correcting with standards, after, filtering to remove extreme values, and finally, synchronizing with depth and temperature based on a known sample-flow lag based on <em>in situ</em> and surface salinity measurements.
DOI: 10.6084/m9.figshare.22579564.v6
title: Informed Consent Form & Questionnaire (Control Group)

description: This is a data set for the article entitled "L2 Acquisition of <em>Wh-</em>interrogatives at the Syntax-discourse Interface: Interface Hypothesis again", by Mohammed Shormani <br>
DOI: 10.6084/m9.figshare.22579564.v7
title: Informed Consent Form & Questionnaire (Control Group)

description: This is a data set for the article entitled "L2 Acquisition of <em>Wh-</em>interrogatives at the Syntax-discourse Interface: Interface Hypothesis again", by Mohammed Shormani <br>
DOI: 10.6084/m9.figshare.22849559
title: Data of high-speed scanless entire bandwidth mid-infrared chemical imaging

description: The data file name corresponds to the graph or image given in the paper. The file "Fig2d_1_FROG_RawData" contains a data cube of FROG measurements. In this cube, each column represents a delay step with an interval of 6.6 fs. Each row corresponds to a specific wavelength, and the wavelength data is provided in the file "Fig2d_2_lamb.txt". The files "Fig2f.sis, Fig3.sis, Fig5.sis, and Fig6.sis" with the .sis extension are hyperspectral image data cubes. Each data cube consists of 640 × 480 pixels and 1069 wavelength points. It is important to mention that all the .sis files provided are after retrieval data. Please note that the recorded wavelength in these files represents the wavelength of the sum frequency signal, and it is recorded as a value with a unit of 10<sup>-7</sup> m. The file "Fig4.zip" contains individual images extracted from the high-speed imaging video. Each image corresponds to a frame, and the time interval between consecutive frames is 0.2 ms.<br> <br> <br>
DOI: 10.5281/zenodo.7837865
title: Data for "Satellite-observed strong subtropical ocean warming as an early signature of global warming"

description: Data for “Satellite-observed strong subtropical ocean warming as an early signature of global warming”
DOI: 10.5281/zenodo.7837864
title: Data for "Satellite-observed strong subtropical ocean warming as an early signature of global warming"

description: Data for “Satellite-observed strong subtropical ocean warming as an early signature of global warming”
DOI: 10.3886/e112693v1-139023
title: Replication data for: Environmental Regulations, Air and Water Pollution, and Infant Mortality in India

description: Using the most comprehensive developing country dataset ever compiled on air and water pollution and environmental regulations, the paper assesses India's environmental regulations with a difference-in-differences design. The air pollution regulations are associated with substantial improvements in air quality. The most successful air regulation resulted in a modest but statistically insignificant decline in infant mortality. In contrast, the water regulations had no measurable benefits. The available evidence leads us to cautiously conclude that higher demand for air quality prompted the effective enforcement of air pollution regulations, indicating that strong public support allows environmental regulations to succeed in weak institutional settings.
DOI: 10.5281/zenodo.7952575
title: Magnetic properties of siliciclastic sediments from the Zăton Lake

description: Magnetic properties of siliciclastic sediments from the Zăton Lake ((Mehedinţi Plateau, South Carpathians, Romania; 44.972782° N, 22.75433° E, 343 m ).: paleomagnetic directions, magnetic susceptibility measured at two frequencies, anisotropy of magnetic susceptibility.
description: {"references": ["Moldovan OT, Miko L, Panaiotu C, Roban R-D, G\u0105siorowski M, Hercman H, Orza R, Kenesz M, Mirea IC, Petculescu A, Robu M and Constantin S (2022) Small Human Population Drastic Impact, as Inferred From Multi-Proxies of a Temporary Carpathian Lake. Front. Earth Sci. 10:856685. doi: 10.3389/feart.2022.856685"]}
DOI: 10.5281/zenodo.7952576
title: Magnetic properties of siliciclastic sediments from the Zăton Lake

description: Magnetic properties of siliciclastic sediments from the Zăton Lake ((Mehedinţi Plateau, South Carpathians, Romania; 44.972782° N, 22.75433° E, 343 m ).: paleomagnetic directions, magnetic susceptibility measured at two frequencies, anisotropy of magnetic susceptibility.
description: {"references": ["Moldovan OT, Miko L, Panaiotu C, Roban R-D, G\u0105siorowski M, Hercman H, Orza R, Kenesz M, Mirea IC, Petculescu A, Robu M and Constantin S (2022) Small Human Population Drastic Impact, as Inferred From Multi-Proxies of a Temporary Carpathian Lake. Front. Earth Sci. 10:856685. doi: 10.3389/feart.2022.856685"]}
DOI: 10.3886/e114797v1-139024
title: Replication data for: Poverty Alleviation and Child Labor

description: Poor women with children in Ecuador were selected at random for a cash transfer that is less than 20 percent of median child labor earnings. Poor families with children in school at the time of the award use the transfer to postpone the child's entry into the labor force. Students in families induced to take up the transfer by the experiment reduce paid employment by 78 percent and unpaid economic activity inside their home by 32 percent. Time in unpaid household services increases, but overall time spent working declines. (JEL I32, I38, J13, J22, J82, O12)
description: Study sample - see text.
DOI: 10.34740/kaggle/dsv/5730456
title: Mahanagar Yatayat Dataset
DOI: 10.5519/qd.xpwm39ym
title: Query on the Natural History Museum Data Portal (data.nhm.ac.uk) (38 records)
DOI: 10.6084/m9.figshare.22989950
title: Makers Survey Response Data.xlsx

description: Makers Survey Response Data
DOI: 10.6084/m9.figshare.22989950.v1
title: Makers Survey Response Data.xlsx

description: Makers Survey Response Data
DOI: 10.5281/zenodo.7953366
title: Maestro Platform-Generated Dataset of Classified Bird Images

description: The bird dataset, mentioned in the publication titled "Maestro: An Extensible General-Purpose Data Gathering and Data Classification Platform," comprises two files: a zip file containing the classified files and a JSON file that includes the corresponding classification results.
DOI: 10.5281/zenodo.7953365
title: Maestro Platform-Generated Dataset of Classified Bird Images

description: The bird dataset, mentioned in the publication titled "Maestro: An Extensible General-Purpose Data Gathering and Data Classification Platform," comprises two files: a zip file containing the classified files and a JSON file that includes the corresponding classification results.
DOI: 10.6084/m9.figshare.22989953
title: Local Audience Survey Response Data.xlsx

description: Local Audience Survey Response Data
DOI: 10.5281/zenodo.7864935
title: Data for "Climate change is shifting and narrowing prescribed fire windows in the Western United States"

description: <strong>The data archived here represent two types of information used in the publication “Climate change is shifting and narrowing prescribed fire windows in the Western United States” by Swain et al. 2023:</strong> 1) The meteorological and vegetation dryness/fuel moisture data (as described within the file) extracted from prescribed fire burn plans around the Western United States (drawn from entities such as the U.S. Forest Service, U.S. National Park Service, and The Nature Conservancy) between 2002 and 2022. This data is provided in tabular form, both as an .xlsx file and a .csv file for the convenience of the user. In addition to the specific values from each burn plan, summaries of median values for forested and non-forested landscapes are provided as well. 2) The number of days on which environmental conditions (i.e., weather and vegetation fuel moistures) are acceptable for prescribed fire according to the composite metric described in Swain et al. 2023 (known as “RxDays”). Underlying RxDay definitions are different for forest and non-forested landscapes. This data is provided in geospatially explicit (gridded) form as NetCDF files, which are a self-describing file format. Each file is provided as a single 3-dimensional hypercube (i.e., dimensions of time, latitude, and longitude, respectively; units and details described within the file) corresponding to the number of RxDays per calendar month. One file is provided for each climate model iteration (as identified in each filename); these represent projected RxDays at monthly scale between 1981 and 2060 using an RCP 4.5 climate forcing trajectory. An additional file (rx_gridMET.nc) is provided that represents the same values from an atmospheric reanalysis dataset, which represents a best estimate of observed RxDay values (1981-2020).
DOI: 10.5281/zenodo.7864934
title: Data for "Climate change is shifting and narrowing prescribed fire windows in the Western United States"

description: <strong>The data archived here represent two types of information used in the publication “Climate change is shifting and narrowing prescribed fire windows in the Western United States” by Swain et al. 2023:</strong> 1) The meteorological and vegetation dryness/fuel moisture data (as described within the file) extracted from prescribed fire burn plans around the Western United States (drawn from entities such as the U.S. Forest Service, U.S. National Park Service, and The Nature Conservancy) between 2002 and 2022. This data is provided in tabular form, both as an .xlsx file and a .csv file for the convenience of the user. In addition to the specific values from each burn plan, summaries of median values for forested and non-forested landscapes are provided as well. 2) The number of days on which environmental conditions (i.e., weather and vegetation fuel moistures) are acceptable for prescribed fire according to the composite metric described in Swain et al. 2023 (known as “RxDays”). Underlying RxDay definitions are different for forest and non-forested landscapes. This data is provided in geospatially explicit (gridded) form as NetCDF files, which are a self-describing file format. Each file is provided as a single 3-dimensional hypercube (i.e., dimensions of time, latitude, and longitude, respectively; units and details described within the file) corresponding to the number of RxDays per calendar month. One file is provided for each climate model iteration (as identified in each filename); these represent projected RxDays at monthly scale between 1981 and 2060 using an RCP 4.5 climate forcing trajectory. An additional file (rx_gridMET.nc) is provided that represents the same values from an atmospheric reanalysis dataset, which represents a best estimate of observed RxDay values (1981-2020).
DOI: 10.6084/m9.figshare.22989956
title: Global Audience Survey Response Data .xlsx

description: Global Audience Survey Data
DOI: 10.6084/m9.figshare.22989956.v1
title: Global Audience Survey Response Data .xlsx

description: Global Audience Survey Data
DOI: 10.5281/zenodo.7953429
title: Maestro Platform-Generated Dataset of Classified Bird Images

description: The bird dataset, mentioned in the publication titled "Evaluation of Maestro, an extensible general-purpose data gathering and data classification platform" comprises two files: a zip file containing the classified files and a JSON file that includes the corresponding classification results.
DOI: 10.5281/zenodo.7953430
title: Maestro Platform-Generated Dataset of Classified Bird Images

description: The bird dataset, mentioned in the publication titled "Evaluation of Maestro, an extensible general-purpose data gathering and data classification platform" comprises two files: a zip file containing the classified files and a JSON file that includes the corresponding classification results.
DOI: 10.34740/kaggle/dsv/5730637
title: Nigerian Presidential Election 2023 Tweets
DOI: 10.48324/dandi.000550/0.230520.1609
title: Pulse repetition rate

description: Effect of pulse repetition rate on electroporation by 5 600ns unipolar or 600+600ns bipolar pulses (second phase's amplitude was 50% in relation to the first pulse's amplitude), at 833kHz, 500kHz, 100kHz, 10kHz. The electrodes were two parallel stainless-steel cylinders, 1.5 mm in diameter and 3 mm apart. Supported by NIH 1R21EY034258
DOI: 10.5281/zenodo.6516856
title: Psychological and behavioral characterization of suicide ideators and suicide attempters in adolescence

description: <strong>Introduction</strong>. This database includes the raw data linked with the paper “Psychological and behavioral characterization of suicide ideators and suicide attempters in adolescence”. In this paper, we reported sociodemographic features, family history of any DSM-5 psychiatric disorder, personal history of any DSM-5 psychiatric disorder, risk factors for suicide, psychopathological assessment, and level of functioning. We aimed at better charaterizing the features most frequently related to the implementation of a concrete suicidal attempt. <strong>Methods</strong>. Participants were divided in two groups by using the semi-structured interview Columbia-Suicide Severity Rating Scale - Children Baseline Screening (C-SSRS) assessing the presence of suicidal ideation and/or suicidal behavior: 1) adolescents with a history of Suicidal Behavior (SB), 2) adolescents with wish to be death or active suicidal ideation but no Suicidal Behavior (NSB). <strong>Results</strong>. We found that the SB group showed higher suicidal ideation severity, higher levels of subjective depression, and higher prevalence of personality disorders compared to the NSB group. The NSB group exhibited non-suicidal self-injury more frequently than the SB group. Both groups presented a prevalence of internalizing problems compared to the externalizing ones at the Youth Self-Report 11-18 questionnaire (YSR). Subjects who presented an internalizing disorder at the YSR showed a prevalence of rejection to life at the Multi-Attitude Suicide Tendency (MAST) scale in both SB and NSB groups, while low levels of MAST attachment to life appeared more often in the SB group. The two groups did not differ in terms of objective clinical assessment, suicidal ideation frequency and psychosocial and work functioning.
description: Funding: Ricerca Corrente 2022, Ministry oh Health (Italy)
DOI: 10.5281/zenodo.6516855
title: Psychological and behavioral characterization of suicide ideators and suicide attempters in adolescence

description: <strong>Introduction</strong>. This database includes the raw data linked with the paper “Psychological and behavioral characterization of suicide ideators and suicide attempters in adolescence”. In this paper, we reported sociodemographic features, family history of any DSM-5 psychiatric disorder, personal history of any DSM-5 psychiatric disorder, risk factors for suicide, psychopathological assessment, and level of functioning. We aimed at better charaterizing the features most frequently related to the implementation of a concrete suicidal attempt. <strong>Methods</strong>. Participants were divided in two groups by using the semi-structured interview Columbia-Suicide Severity Rating Scale - Children Baseline Screening (C-SSRS) assessing the presence of suicidal ideation and/or suicidal behavior: 1) adolescents with a history of Suicidal Behavior (SB), 2) adolescents with wish to be death or active suicidal ideation but no Suicidal Behavior (NSB). <strong>Results</strong>. We found that the SB group showed higher suicidal ideation severity, higher levels of subjective depression, and higher prevalence of personality disorders compared to the NSB group. The NSB group exhibited non-suicidal self-injury more frequently than the SB group. Both groups presented a prevalence of internalizing problems compared to the externalizing ones at the Youth Self-Report 11-18 questionnaire (YSR). Subjects who presented an internalizing disorder at the YSR showed a prevalence of rejection to life at the Multi-Attitude Suicide Tendency (MAST) scale in both SB and NSB groups, while low levels of MAST attachment to life appeared more often in the SB group. The two groups did not differ in terms of objective clinical assessment, suicidal ideation frequency and psychosocial and work functioning.
description: Funding: Ricerca Corrente 2022, Ministry oh Health (Italy)
DOI: 10.34740/kaggle/dsv/5730811
title: Dota 2 Pro League Matches 2023
DOI: 10.6084/m9.figshare.22991012
title: SPSS Dataset 18.07.2022.22.00.sav - Contraception Knowledge & Behaviour

description: This dataset contains the results of an online cross-sectional survey researching if contraception knowledge is associated with contraception use and/or behaviour amongst female university students, who are sexually attracted to males.
DOI: 10.21227/pwcg-7b84
title: QAmultilabelEURLEXsamples 

description: The dataset is the sampling dataset from EURLEX57k and built for multi-answer questioning task with EUROVOC. , Each legal document in the EURLEX57k dataset is assigned several labels from the European Vocabulary (EUROVOC), which maintains thousands of concepts such as "export industry" and "organic acid". Before building the data, the sample is chosen. A Z-scorebased online sample size calculator is used to determine the sample sizes. The given confidence level is 95%. A 5% margin of uncertainty is used. The computation results in a 381 out of 45,000 train sample size. Additionally, 362 out of 6,000 were drawn for both validation and test samples. The train, validation, and test data examples after data building are 1708, 1650, and 1648, respectively. The dataset is the validation sample dataset. Data building is the initial stage in preparing the dataset for the multi-answer questioning task with label hierarchy. The simulation data are obtained by sampling the EURLEX dataset via the Z-score. The labels for the multiple answers are obtained by mapping the labeled Eurovoc concepts to the subdomain trees (/categories list) in the Eurovoc hierarchy. Then, labels and title(/text) are combined as the inputs for an extractive multiple answer questioning task. Titles is proved gaining similar performance as the legal document (Chalkidis et al., 2019) which could be utilized to deal with the long input problem for pre-trained models with restricted input lengths. Tokenization and label alignment are used in the second step to process the inputs. The third step involves fine-tuning pre-trained BERT-based models for the multi-answer question task using the pre-processed data. And using seqeval and the suggested auxiliary classification metric on validation and test samples, the performance of the fine-tuned models is assessed. The key elements of the methodology are presented in the subsections.
DOI: 10.6084/m9.figshare.22991627
title: Las 100 publiicaciones más virales en Twitter, Instagram y TikTok de educación y gamificación 2022

description: Acceso a la base de datos de las 100 publicaciones más virales de Twitter, Instagram y TikTok durante el año completo 2022 entorno a la gamificación en educación. El fichero Excel pone a disposición de los interesados, para corroborar o indagar en la base de datos empleadas en el artículo científico en las publicaciones que contengan las palabra educación junto con gamificación, analizando de forma manual las profesiones, materias de los docentes, perfil laboral, entre otros. Los datos son de libre acceso, la difusión científica del uso de estos requiere un acuerdo de difusión con el grupo de investigación XXXX.
DOI: 10.5281/zenodo.7953552
title: Unprecedented recent regional increase in Organic Carbon and Lithogenic fluxes in high altitude Pyrenean lakes (Dataset)

description: The datasets generated during and/or analysed in the article "Unprecedented recent regional increase in Organic Carbon and Lithogenic fluxes in high altitude Pyrenean lakes" (Scientific reports)