cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.34808/y7qg-6d30
title: Structure of the register of immovable monuments in terms of the number of monuments by voivodeship – comparison of 2003, 2024 and 2025
DOI: 10.5281/zenodo.15745596
title: Multi-model ensemble of regional reanalyses over Italy - Hourly precipitation

description: This dataset contains the multi-model ensemble mean of hourly precipitation fields of four high-resolution regional-reanalysis products recently developed over Italy by dynamically downscaling the global reanalysis ERA5 with different convection-permitting numerical models:



MERIDA_HRES (Viterbo et al., 2024)

MOLOCH (Capecchi et al., 2023)

SPHERA (Giordani et al., 2023)

VHR-REA_IT (Adinolfi et al., 2023)


Before the ensemble aggregation, the individual reanalysis fields have been pre-processed through a re-projection over a common regular latitude-longitude grid with a grid spacing of 3 km, and retaining only the grid points over the Italian territory. This dataset is currently available for the period December 2006 - November 2016.

 
description: A total of 81 hours out of 87,638 are missing (owing to SPHERA data missing) which are the following:

2008-04-12: 08, 09 UTC                                                    2008-11-26: 15, 16 UTC2009-01-01: whole day (00-24 UTC)2009-02-23: 03, 04 UTC2011-08-26: 00, 01, 02, 03 UTC                                       2011-11-11: 00, 01, 02, 03, 04, 05 UTC                                    2016-01-17: 02, 03 UTC                                                    2016-03-09: 03, 04 UTC2016-07-03: whole day (00-24 UTC)                                                   2016-07-19: 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23 UTC
DOI: 10.5281/zenodo.15745597
title: Multi-model ensemble of regional reanalyses over Italy - Hourly precipitation

description: This dataset contains the multi-model ensemble mean of hourly precipitation fields of four high-resolution regional-reanalysis products recently developed over Italy by dynamically downscaling the global reanalysis ERA5 with different convection-permitting numerical models:



MERIDA_HRES (Viterbo et al., 2024)

MOLOCH (Capecchi et al., 2023)

SPHERA (Giordani et al., 2023)

VHR-REA_IT (Adinolfi et al., 2023)


Before the ensemble aggregation, the individual reanalysis fields have been pre-processed through a re-projection over a common regular latitude-longitude grid with a grid spacing of 3 km, and retaining only the grid points over the Italian territory. This dataset is currently available for the period December 2006 - November 2016.

 
description: A total of 81 hours out of 87,638 are missing (owing to SPHERA data missing) which are the following:

2008-04-12: 08, 09 UTC                                                    2008-11-26: 15, 16 UTC2009-01-01: whole day (00-24 UTC)2009-02-23: 03, 04 UTC2011-08-26: 00, 01, 02, 03 UTC                                       2011-11-11: 00, 01, 02, 03, 04, 05 UTC                                    2016-01-17: 02, 03 UTC                                                    2016-03-09: 03, 04 UTC2016-07-03: whole day (00-24 UTC)                                                   2016-07-19: 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23 UTC
DOI: 10.5281/zenodo.15753209
title: Transpath scenarios database

description: This data repository contains the intervention scenario database of the Transpath project. It serves as an accompanying dataset for Deliverable D3.1, which was created as part of the EU Horizon project Transpath.  

The table “Database_v01_10_06_2025_cn.xlsx” contains the database with 601 different global and model-based scenarios classified as policy screening, target seeking, exploratory, or reference scenarios. Of these, 482 are so-called intervention scenarios, i.e., scenarios that simulate measures to combat climate change or reverse global biodiversity loss. The database contains the qualitative assumptions, quantitative assumptions, interventions, and impacts underlying the scenarios. 

The table “Full-text_screening_literature.xlsx” contains the sources that served as the basis for compiling the database and the decisions of the full-text screening, on the basis of which scenarios/studies were included in or excluded from the database. 

For a more detailed description of the methods or a description of the database content, please refer to Deliverable D3.1 of the project: Neumann, C., Alkemade, R., Van Vuuren, D., Seppelt, R. (2025). Global Assessment of Biodiversity-Climate Pathways. Deliverable 3.1.

The database is accompanied by a GitHub repository, which contains the code used to process the collected data and perform the descriptive analysis of the deliverable.
DOI: 10.17632/d4xx8vtchj
title: Morphological characteristics and digital generation of millimeter-scale particles in the lunar soil of Chang'e-5

description: The millimeter-scale lunar soil particles from the CE-5 mission exhibit a complex morphology, including pronounced angularity and particle agglomeration caused by high-temperature sintering during space weathering. This distinctive particle morphology has a significant impact on the physical and mechanical properties of its assemblages, serving as a critical factor influencing the engineering behavior and resource utilization of lunar soil. Accurately reproducing this complex shape remains challenging but is critical for particle-scale simulations and weathering layer mechanics studies. In this study, we quantitatively characterise the morphology of CE-5 particles via five shape descriptors, including a five-dimensional morphological framework of particle size, sphericity, convexity, aspect ratio, and Wadell roundness, to systematically quantify the shape of lunar soil particles. A digital particle generation procedure based on database matching and a complex Fourier descriptor (CFD), which is capable of creating nonsingular digital particles with target shape characteristics, was developed. The mean values of particle size, sphericity, convexity, aspect ratio and roundness for real particles were 0.84, 0.78, 0.92, 0.76 and 0.12, respectively, whereas the corresponding parameters for generated particles were 0.86, 0.82, 0.96, 0.80 and 0.15, respectively. In the normalised morphometric five-dimensional feature space, the overall Wasserstein distance is as low as 0.014, indicating that the generated particles are in good agreement with the real samples and that their morphological parameters are highly matched with the measured data. These findings demonstrate the effectiveness of CFD-based replication of lunar weathering layer morphology and provide a practical way to generate particles for lunar modelling and engineering applications.
DOI: 10.17632/d4xx8vtchj.1
title: Morphological characteristics and digital generation of millimeter-scale particles in the lunar soil of Chang'e-5

description: The millimeter-scale lunar soil particles from the CE-5 mission exhibit a complex morphology, including pronounced angularity and particle agglomeration caused by high-temperature sintering during space weathering. This distinctive particle morphology has a significant impact on the physical and mechanical properties of its assemblages, serving as a critical factor influencing the engineering behavior and resource utilization of lunar soil. Accurately reproducing this complex shape remains challenging but is critical for particle-scale simulations and weathering layer mechanics studies. In this study, we quantitatively characterise the morphology of CE-5 particles via five shape descriptors, including a five-dimensional morphological framework of particle size, sphericity, convexity, aspect ratio, and Wadell roundness, to systematically quantify the shape of lunar soil particles. A digital particle generation procedure based on database matching and a complex Fourier descriptor (CFD), which is capable of creating nonsingular digital particles with target shape characteristics, was developed. The mean values of particle size, sphericity, convexity, aspect ratio and roundness for real particles were 0.84, 0.78, 0.92, 0.76 and 0.12, respectively, whereas the corresponding parameters for generated particles were 0.86, 0.82, 0.96, 0.80 and 0.15, respectively. In the normalised morphometric five-dimensional feature space, the overall Wasserstein distance is as low as 0.014, indicating that the generated particles are in good agreement with the real samples and that their morphological parameters are highly matched with the measured data. These findings demonstrate the effectiveness of CFD-based replication of lunar weathering layer morphology and provide a practical way to generate particles for lunar modelling and engineering applications.
DOI: 10.3886/icpsr06623.v1
title: ABC News Whitewater Revisited Poll, April 1994
title: Version 1

description: This special topic poll sought respondents' impressions of
 Bill and Hillary Clinton, including whether they approved of the way
 Hillary Clinton was handling her position as First Lady. Respondents
 were also asked about the Whitewater real estate venture, including
 whether Whitewater was an important issue, and whether it affected
 their opinion of Hillary Clinton. Respondents' views on Hillary
 Clinton's Whitewater news conference were probed in detail, with
 questions on her possible guilt and the manner in which she conducted
 herself. Demographic background variables include political
orientation and sex.
description: Households were selected by random-digit dialing. Within
 households, the respondent selected was the adult living in the
 household who last had a birthday and who was at home at the time of
interview.
description: Datasets: 
DS1: ABC News Whitewater Revisited Poll, April 1994
description: Adults aged 18 and over living in households with
telephones.
description: (1) A weight variable with two implied decimal places
 has been included and must be used in any analysis. (2) The codebook
 is provided as a Portable Document Format (PDF) file. The PDF file
 format was developed by Adobe Systems Incorporated and can be accessed
 using the Adobe Acrobat Reader. Information on how to obtain a copy
 of the Acrobat Reader is provided through the ICPSR Website on the
 Internet. The codebook is also available in hardcopy form upon request
from ICPSR.
DOI: 10.3886/icpsr06623
title: ABC News Whitewater Revisited Poll, April 1994
title: Archival Version

description: This special topic poll sought respondents' impressions of
 Bill and Hillary Clinton, including whether they approved of the way
 Hillary Clinton was handling her position as First Lady. Respondents
 were also asked about the Whitewater real estate venture, including
 whether Whitewater was an important issue, and whether it affected
 their opinion of Hillary Clinton. Respondents' views on Hillary
 Clinton's Whitewater news conference were probed in detail, with
 questions on her possible guilt and the manner in which she conducted
 herself. Demographic background variables include political
orientation and sex.
description: Households were selected by random-digit dialing. Within
 households, the respondent selected was the adult living in the
 household who last had a birthday and who was at home at the time of
interview.
description: Datasets: 
DS1: ABC News Whitewater Revisited Poll, April 1994
description: Adults aged 18 and over living in households with
telephones.
description: (1) A weight variable with two implied decimal places
 has been included and must be used in any analysis. (2) The codebook
 is provided as a Portable Document Format (PDF) file. The PDF file
 format was developed by Adobe Systems Incorporated and can be accessed
 using the Adobe Acrobat Reader. Information on how to obtain a copy
 of the Acrobat Reader is provided through the ICPSR Website on the
 Internet. The codebook is also available in hardcopy form upon request
from ICPSR.
DOI: 10.17632/56mr7hsh3f
title: Appendix

description: The appendices of this article include: the Pre-test, Post-test, Questionnaire, and Observation List, all of which can be found below.
DOI: 10.17632/56mr7hsh3f.1
title: Appendix

description: The appendices of this article include: the Pre-test, Post-test, Questionnaire, and Observation List, all of which can be found below.
DOI: 10.17632/5mktc323j4
title: RCM SC-ANN Data

description: The collection contains source data of morphodiversity evaluation of the Pieniny Mountains region (southern Poland) and evaluation results obtained using models using Supervised Classification (SC) methodology using artificial neural networks (ANN): RCMSC-ANN; RCMSC-ANN-M; models optimized using the Global Sensitivity Analysis (GSA) procedure in two variants: Backward Analysis (BA): RCMSC-ANN-BA; RCMSC-ANN-M-BA and GSA Backward Stepwise Analysis (BSA): RCMSC-ANN-BSA; RCMSC-ANN-M-BSA; as well as comparative models: SC-ANNVSR-9-BSA and RCMSDcm. Data and results are authored by Tomasz Bartuś and come from the work Development and Optimization of a Universal Morphodiversity Model for Mountainous Areas Using Supervised Classification and Artificial Neural Networks (in press).
DOI: 10.17632/5mktc323j4.2
title: RCM SC-ANN Data

description: The collection contains source data of morphodiversity evaluation of the Pieniny Mountains region (southern Poland) and evaluation results obtained using models using Supervised Classification (SC) methodology using artificial neural networks (ANN): RCMSC-ANN; RCMSC-ANN-M; models optimized using the Global Sensitivity Analysis (GSA) procedure in two variants: Backward Analysis (BA): RCMSC-ANN-BA; RCMSC-ANN-M-BA and GSA Backward Stepwise Analysis (BSA): RCMSC-ANN-BSA; RCMSC-ANN-M-BSA; as well as comparative models: SC-ANNVSR-9-BSA and RCMSDcm. Data and results are authored by Tomasz Bartuś and come from the work Development and Optimization of a Universal Morphodiversity Model for Mountainous Areas Using Supervised Classification and Artificial Neural Networks (in press).
DOI: 10.17632/cd6jjsxz44.1
title: X-Ray Imaging Dataset for Detecting Fractured vs. Non-Fractured Bones

description: This dataset comprises 9,300 images, evenly categorized into 2 distinct classes. It was developed for a computer vision thesis undertaken by postgraduate students in the Department of Computer Science and Engineering. Netrokona University, Netrokona, Bangladesh. The collection features both original and augmented images, all uniformly resized to 512x512 pixels using high-quality LANCZOS interpolation to maintain visual clarity.

The dataset is organized into the following class folders:
- Fractured
- Non-Fractured

Original images:
- Fractured (130) 
- Non-Fractured (290)

After augmented images:
- Fractured (4650)
- Non-Fractured (4650)
DOI: 10.3886/icpsr06579.v1
title: Expenditure and Employment Data for the Criminal Justice System [United States]: CJEE Extracts File, 1992
title: Version 1

description: These criminal justice expenditure and employment (CJEE)
 data are taken from a special compilation of sources available from
 the Census Bureau's Annual Surveys of Governments, Finance Statistics
 and Employment Statistics. Levels of government covered are federal,
 state, county, municipal, and towns and townships. Information is
 included on total employment, total police protection, police
 protection with arrest powers, other police protection, judicial-legal
 employment, corrections employment, total expenditures, police
 protection expenditures, judicial-legal expenditures, and corrections
 expenditures. Types of expenditures include direct current, capital
 outlay, equipment, and intergovernmental. Types of employment include
total, full-time, part-time, and full-time equivalent.
description: Larger governments were selected with certainty. Smaller
 governments were selected using probability sampling based on a ratio
 of governmental expenditures or indebtedness to the total expenditures
and indebtedness of all noncertainty governments in specified groups.
description: Datasets: 
DS0: Study-Level Files
DS1: Data File
DS2: SAS Data Definition Statements
description: All federal, state, and local governments in the United
States.
description: (1) Data tables for the 1992 data can be obtained by
 contacting the National Criminal Justice Reference Service (NCJRS) at
 800-851-3420. (2) This collection was originally titled EXPENDITURE
 AND EMPLOYMENT DATA FOR THE CRIMINAL JUSTICE SYSTEM [UNITED STATES]:
EXTRACT FILE, 1992.
DOI: 10.17632/7txhzhm2xz.1
title: This is the dataset for ​​"Detecting Detonation-Induced Damage in Mining Explosion-Proof Equipment via Thermal Imaging Flame Spatiotemporal Feature Fusion and an Improved LSTM Model"​

description: This is the original dataset for the paper:
​​"Detecting Detonation-Induced Damage in Mining Explosion-Proof Equipment via Thermal Imaging Flame Spatiotemporal Feature Fusion and an Improved LSTM Model"​
DOI: 10.3886/icpsr06253.v3
title: Survey of Income and Program Participation (SIPP) 1990 Full Panel Research File [Waves 1-8 Longitudinal Microdata File]
title: Version 3

description: This data collection contains basic demographic, social,
and economic data for each member of interviewed households during the
eight waves of SURVEY OF INCOME AND PROGRAM PARTICIPATION (SIPP) 1990
PANEL (ICPSR 9722). 
Variables include age, sex, race, ethnic origin,
marital status, household relationship, education, and veteran
status. Limited data are provided on housing unit characteristics such
as number of units in structure and tenure. 
Core questions, repeated
at each interview, cover monthly labor force activity, types and
amounts of monthly income, and participation in various cash and
noncash benefits programs for each month of the survey period. Data
for employed persons include number of hours and weeks worked,
earnings, and weeks without a job. Nonworkers are classified as
unemployed or not in the labor force. In addition to income data
associated with labor force activity, nearly 50 other types of income
data are provided. Several variables are included for use in
identifying longitudinal households and persons in them and to aid in
analysis.
description: A multistage stratified sampling design was used.
 One-fourth of the sample households were interviewed each month, and
 households were reinterviewed at four-month intervals. All persons at
 least 15 years old who were present as household members at the time of
 the first interview were included for the entire study, except those
 who joined the military, were institutionalized for the entire study
 period, or moved from the United States. Original household members who
 moved during the study period were followed to their new residences and
 interviewed there. New persons moving into households of members of the
 original sample also were included in the survey, but were not followed
if they left the household of an original sample person.
description: Datasets: 
DS1: Survey of Income and Program Participation (SIPP) 1990 Full Panel Research File [Waves 1-8 Longitudinal Microdata File]
description: Resident population of the United States, excluding persons
living in institutions and military barracks.
DOI: 10.17632/566w3jrtzc
title: DATA SET (Videos & Transcriptions) for research on: “Diatribes in Gender Communication of Muslim Youth TikTok Influencers in Parts of Nigeria’s North” submitted to the JCLC, Vol. 5, Issue 2, July 2025

description: The data set contains videos and transcriptions of diatribes in video from Hausa to English for the research titled: “Diatribes in Gender Communication of Muslim Youth TikTok Influencers in Parts of Nigeria’s North". The research explored the phenomenal use of TikTok by Muslim youth influencers in Northern Nigeria, which is degenerating into diatribes. The study is situated within the proposition in extant literature that social media creates a contaminated symbiotic culture and directs alarming degrees of hate speech at individuals and groups for various reasons. The study categorised discursive strategies used in the diatribes, identified the types of diatribes and their targets, the motives behind the diatribes and explained the gender roles exhibited in the diatribes from an Islamic perspective. The study used Discursive Psychology to analyse 12 purposively selected TikTok videos.
DOI: 10.17632/566w3jrtzc.1
title: DATA SET (Videos & Transcriptions) for research on: “Diatribes in Gender Communication of Muslim Youth TikTok Influencers in Parts of Nigeria’s North” submitted to the JCLC, Vol. 5, Issue 2, July 2025

description: The data set contains videos and transcriptions of diatribes in video from Hausa to English for the research titled: “Diatribes in Gender Communication of Muslim Youth TikTok Influencers in Parts of Nigeria’s North". The research explored the phenomenal use of TikTok by Muslim youth influencers in Northern Nigeria, which is degenerating into diatribes. The study is situated within the proposition in extant literature that social media creates a contaminated symbiotic culture and directs alarming degrees of hate speech at individuals and groups for various reasons. The study categorised discursive strategies used in the diatribes, identified the types of diatribes and their targets, the motives behind the diatribes and explained the gender roles exhibited in the diatribes from an Islamic perspective. The study used Discursive Psychology to analyse 12 purposively selected TikTok videos.
DOI: 10.17632/72m3m862sv.1
title: LENGTH-WEIGHT RELATIONSHIPS FOR ATLANTIC FOREST POND 2 TADPOLES

description: This dataset contains information collected during an experiment conducted in 2021-2022 in the Atlantic Forest, Cachoeiras de Macacu, RJ, Brazil. The data include allometric measurements of different tadpole species, creating length-weight relationships.