cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/wkfbnf3hrd
title: Raw synthetic data files- Bergantino, Intini, Nademi - Bridging Mobility Gaps: How Transport Investments and Equity Policies Reduce Absolute Poverty

description: 1. Raw synthetic data files for each spatial scale of analysis:
o regional.xlsx: Panel data for 20 Italian regions (core analysis).
o provincial.xlsx: Panel data for 107 Italian provinces (robustness checks).
o municipal.xlsx: Cross-sectional data for 7,917 Italian municipalities (robustness checks).
2. EViews workfiles containing the structured data and econometric specifications:
o regional.wf1: Main models for regional-level analysis (Tables 2, 3, and 4).
o provincial.wf1: Models for provincial-level robustness checks (Appendix B).
o municipal.wf1: Models for municipal-level robustness checks (Appendix C).
3. Python scripts for constructing Principal Component Analysis (PCA) indices:
o poverty.py: Generates the multidimensional transport poverty index.
o inequality.py: Generates the multidimensional transport inequality index.
o development.py: Generates the multidimensional transport development index.
DOI: 10.17632/wkfbnf3hrd.1
title: Raw synthetic data files- Bergantino, Intini, Nademi - Bridging Mobility Gaps: How Transport Investments and Equity Policies Reduce Absolute Poverty

description: 1. Raw synthetic data files for each spatial scale of analysis:
o regional.xlsx: Panel data for 20 Italian regions (core analysis).
o provincial.xlsx: Panel data for 107 Italian provinces (robustness checks).
o municipal.xlsx: Cross-sectional data for 7,917 Italian municipalities (robustness checks).
2. EViews workfiles containing the structured data and econometric specifications:
o regional.wf1: Main models for regional-level analysis (Tables 2, 3, and 4).
o provincial.wf1: Models for provincial-level robustness checks (Appendix B).
o municipal.wf1: Models for municipal-level robustness checks (Appendix C).
3. Python scripts for constructing Principal Component Analysis (PCA) indices:
o poverty.py: Generates the multidimensional transport poverty index.
o inequality.py: Generates the multidimensional transport inequality index.
o development.py: Generates the multidimensional transport development index.
DOI: 10.17632/pmy73xfzgr
title: Dataset for: Unraveling scale-dependent and non-linear drivers of land surface temperature in a typical arid oasis city

description: This dataset contains the processed geospatial data matrix used for the multi-scale XGBoost-SHAP analysis presented in the manuscript. It includes seasonal Land Surface Temperature (LST) and corresponding driving factors (e.g., NDVI, NDBI, DEM, NTL, Wind Speed) for Urumqi, China. The data is aggregated at three spatial granularities: 300 m (block scale), 900 m (neighborhood scale), and 1500 m (district scale), covering four seasons from late 2023 to late 2024.
DOI: 10.34740/kaggle/dsv/14734788
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.17632/pmy73xfzgr.1
title: Dataset for: Unraveling scale-dependent and non-linear drivers of land surface temperature in a typical arid oasis city

description: This dataset contains the processed geospatial data matrix used for the multi-scale XGBoost-SHAP analysis presented in the manuscript. It includes seasonal Land Surface Temperature (LST) and corresponding driving factors (e.g., NDVI, NDBI, DEM, NTL, Wind Speed) for Urumqi, China. The data is aggregated at three spatial granularities: 300 m (block scale), 900 m (neighborhood scale), and 1500 m (district scale), covering four seasons from late 2023 to late 2024.
DOI: 10.5281/zenodo.18485168
title: Data and code for Non-Markovian Exceptional Points by Interpolating Quantum Channels
DOI: 10.5281/zenodo.18485169
title: Data and code for Non-Markovian Exceptional Points by Interpolating Quantum Channels
DOI: 10.17632/btpk64dw7c
title: Terrain attributes, soil erosion rate and soil properties along a typical sloping farmland in the black soil region of northeast China

description: Over a ~860 long sloping farmland in the black soil region of northeast China, a total of 43 sites were arranged in an interval of 20 m. At each site, eight terrain attributes were extracted from a high-resolution DEM. Soil samples were collected for the determinations of soil erosion rate (ER) and a total of 15 soil physical and chemical properties.
DOI: 10.17632/btpk64dw7c.1
title: Terrain attributes, soil erosion rate and soil properties along a typical sloping farmland in the black soil region of northeast China

description: Over a ~860 long sloping farmland in the black soil region of northeast China, a total of 43 sites were arranged in an interval of 20 m. At each site, eight terrain attributes were extracted from a high-resolution DEM. Soil samples were collected for the determinations of soil erosion rate (ER) and a total of 15 soil physical and chemical properties.
DOI: 10.5065/j6b5-j773
title: Ionospheric Electron Densities, Neutral Temperature, Winds and Post-processed Output from TIEGCM Simulations in Support of Publication "Physical Processes Driving the Response of the F2-region Ionosphere to the 21 August 2017 Solar Eclipse at Millstone Hill"
DOI: 10.17632/t77j24ywtp
title: Sound Velocities of CaCO3 Polymorphs at High Pressures and Implications for the Seismic Detectability of Deep Carbon Reservoirs

description: This dataset contains all the date measured and used in the manuscript "Sound Velocities of CaCO3 Polymorphs at High Pressures and Implications for the Seismic Detectability of Deep Carbon Reservoirs".
DOI: 10.17632/t77j24ywtp.1
title: Sound Velocities of CaCO3 Polymorphs at High Pressures and Implications for the Seismic Detectability of Deep Carbon Reservoirs

description: This dataset contains all the date measured and used in the manuscript "Sound Velocities of CaCO3 Polymorphs at High Pressures and Implications for the Seismic Detectability of Deep Carbon Reservoirs".
DOI: 10.17632/nwkpk8b3p3
title: Data on debris flow erosion and deposition upstream of the check dam

description: This dataset originates from a scientific research project that investigates the erosion and deposition behavior of debris flows upstream of check dams through physical model experiments. The experiments systematically explore how factors such as the opening configuration of check dams, debris flow sediment concentration by volume, and the reservoir deposition state influence the evolution of sediment-trapping effectiveness. The dataset includes structured experimental observation data (in Excel format) and high-precision topographic change data (in point cloud format), providing a reliable experimental basis for understanding the sediment-trapping mechanisms of check dams and optimizing dam maintenance strategies.
DOI: 10.17632/nwkpk8b3p3.1
title: Data on debris flow erosion and deposition upstream of the check dam

description: This dataset originates from a scientific research project that investigates the erosion and deposition behavior of debris flows upstream of check dams through physical model experiments. The experiments systematically explore how factors such as the opening configuration of check dams, debris flow sediment concentration by volume, and the reservoir deposition state influence the evolution of sediment-trapping effectiveness. The dataset includes structured experimental observation data (in Excel format) and high-precision topographic change data (in point cloud format), providing a reliable experimental basis for understanding the sediment-trapping mechanisms of check dams and optimizing dam maintenance strategies.
DOI: 10.17632/b4fmtw95yy
title: [dataset] Host-specific vocal similarity in fledgling Levaillant’s Cuckoos and babblers in West Africa
DOI: 10.17632/b4fmtw95yy.3
title: [dataset] Host-specific vocal similarity in fledgling Levaillant’s Cuckoos and babblers in West Africa
DOI: 10.17632/s3j6dsppxj
title: Metadata for Tropical rainforest-derived molecular inputs into Cenozoic Asian petroleum systems: Experimental and biomarker evidence

description: This dataset contains list of all organic compounds identified in Unpyrolyzed modern dammar resin, Hydrous pyrolysis (HP)-derived Bio-oil at 320 °C, Diagenetically Altered Amber, Unaltered Fossilized Resin, Assam and Cambay Crude Oils.
DOI: 10.17632/s3j6dsppxj.1
title: Metadata for Tropical rainforest-derived molecular inputs into Cenozoic Asian petroleum systems: Experimental and biomarker evidence

description: This dataset contains list of all organic compounds identified in Unpyrolyzed modern dammar resin, Hydrous pyrolysis (HP)-derived Bio-oil at 320 °C, Diagenetically Altered Amber, Unaltered Fossilized Resin, Assam and Cambay Crude Oils.
DOI: 10.17632/3m68fz8tyz
title: Source data from "The accessory adapters FAF1, FAF2 and UBXN7 accelerate proteasomal degradation by increasing prior p97-mediated substrate unfolding"

description: The accessory adapters FAF1, FAF2 and UBXN7 accelerate substrate degradation in the proteasome by increasing p97-mediated protein unfolding
Matthias Kracht, Alexander Kröning, Johannes van den Boom, Pinki Gahlot, Sandra Koska, Leo Kiss, Hemmo Meyer

Source data for Figures 1-4 and Supplementary Figures 1-4
For other figures, see respective data sets.
DOI: 10.17632/3m68fz8tyz.1
title: Source data from "The accessory adapters FAF1, FAF2 and UBXN7 accelerate proteasomal degradation by increasing prior p97-mediated substrate unfolding"

description: The accessory adapters FAF1, FAF2 and UBXN7 accelerate substrate degradation in the proteasome by increasing p97-mediated protein unfolding
Matthias Kracht, Alexander Kröning, Johannes van den Boom, Pinki Gahlot, Sandra Koska, Leo Kiss, Hemmo Meyer

Source data for Figures 1-4 and Supplementary Figures 1-4
For other figures, see respective data sets.
DOI: 10.17632/wgp928kh4z
title: Kurdish Sorani (Central Kurdish) Text Corpus

description: A cleaned Kurdish Sorani (Central Kurdish) text corpus developed by the University of Kurdistan Hewler (UKH) /Artificial Intelligence and Innovation Centre (AIIC) and the Kurdish Academy (KA). The corpus is compiled from a large collection of academic books covering diverse topics, including:

1. Literature & Poetry
2. History & Politics
3. Philosophy
4. Economics
5. Science & Technology
6. Religion & Islamic Studies
7. Law & Legal Studies
8. Education
9. Linguistics & Language Studies
10. Social Sciences
11. Art & Culture
12. Medicine & Health
13. Geography
14. Psychology
15. Translation Studies

The corpus has been processed to normalise character variants, separate Persian content, and standardise text formatting.
Owner: UKH-AIIC & Kurdish Academy
Language: Kurdish Sorani (ckb)
Script: Arabic-based Kurdish alphabet
Format: Plain text (.txt)

Acknowledgments
We would like to express our sincere gratitude to the following institutions for providing the primary texts used in this dataset: the Kurdish Academy, the Ministry of Culture, the University of Duhok, Koya University, the University of Sulaimani, and the University of Raparin. Furthermore, we extend our thanks to the volunteers who assisted in the classification and processing of the data: Dr Diyar Ali Kamal (Salahaddin University), Hersh Chato Hassan (University of Raparin), Rizgar Qadir Rasul (Soran University), Himdad Raoof Barzanji (International School of Choueifat), and Mohammed Shwan Shafiq (Shyaw High School). Their contributions were essential to the completion of this work.
DOI: 10.17632/wgp928kh4z.1
title: Kurdish Sorani (Central Kurdish) Text Corpus

description: A cleaned Kurdish Sorani (Central Kurdish) text corpus developed by the University of Kurdistan Hewler (UKH) /Artificial Intelligence and Innovation Centre (AIIC) and the Kurdish Academy (KA). The corpus is compiled from a large collection of academic books covering diverse topics, including:

1. Literature & Poetry
2. History & Politics
3. Philosophy
4. Economics
5. Science & Technology
6. Religion & Islamic Studies
7. Law & Legal Studies
8. Education
9. Linguistics & Language Studies
10. Social Sciences
11. Art & Culture
12. Medicine & Health
13. Geography
14. Psychology
15. Translation Studies

The corpus has been processed to normalise character variants, separate Persian content, and standardise text formatting.
Owner: UKH-AIIC & Kurdish Academy
Language: Kurdish Sorani (ckb)
Script: Arabic-based Kurdish alphabet
Format: Plain text (.txt)

Acknowledgments
We would like to express our sincere gratitude to the following institutions for providing the primary texts used in this dataset: the Kurdish Academy, the Ministry of Culture, the University of Duhok, Koya University, the University of Sulaimani, and the University of Raparin. Furthermore, we extend our thanks to the volunteers who assisted in the classification and processing of the data: Dr Diyar Ali Kamal (Salahaddin University), Hersh Chato Hassan (University of Raparin), Rizgar Qadir Rasul (Soran University), Himdad Raoof Barzanji (International School of Choueifat), and Mohammed Shwan Shafiq (Shyaw High School). Their contributions were essential to the completion of this work.
DOI: 10.17632/wfnx7ycbw9
title: Research on the Impact of Influencers' Sharing Motivation on Brand Interaction Intention

description: This data was collected to support the hypotheses presented in the article titled "Research on the Impact of Influencers' Motivation Disclosure for Promotion on Brand Interaction". Specifically:
Study1a-bilibili.com dataset includes the post content from Bilibili in July 2025 as well as the interaction data beneath each post.
Study1b-Rednote dataset includes the post contents and the interaction data beneath them that were exported from Xiaohongshu for the period from January to July 2025.
Study 2, through a scenario experiment, measured the subjects' perceived authenticity, perceive persuasive intent, perceived trust, and brand interaction engagement under controlled conditions of the promotional motivation.
Study 3 employed a scenario experiment approach to measure the participants' perception of the community and their willingness to engage in brand interaction under controlled conditions of motivation disclosure.
DOI: 10.17632/wfnx7ycbw9.2
title: Research on the Impact of Influencers' Sharing Motivation on Brand Interaction Intention

description: This data was collected to support the hypotheses presented in the article titled "Research on the Impact of Influencers' Motivation Disclosure for Promotion on Brand Interaction". Specifically:
Study1a-bilibili.com dataset includes the post content from Bilibili in July 2025 as well as the interaction data beneath each post.
Study1b-Rednote dataset includes the post contents and the interaction data beneath them that were exported from Xiaohongshu for the period from January to July 2025.
Study 2, through a scenario experiment, measured the subjects' perceived authenticity, perceive persuasive intent, perceived trust, and brand interaction engagement under controlled conditions of the promotional motivation.
Study 3 employed a scenario experiment approach to measure the participants' perception of the community and their willingness to engage in brand interaction under controlled conditions of motivation disclosure.
DOI: 10.17632/ycj443y3kc
title: N-linked glycosylation of GETV envelope proteins affect viral infection and pathogenicity

description: Getah virus (GETV) is an emerging mosquito-borne pathogen with a broad host range, posing a significant threat to livestock and public health. Although putative N-linked glycosylation sites on its envelope proteins have been reported, their precise functional roles remain uncharacterized. In this study, tunicamycin inhibition assays demonstrated that GETV replication depends on the host glycosylation machinery. Enzymatic dissection revealed that the envelope proteins E1 and E2 carry complex-type N-linked glycans, which are critical for infectivity. By constructing envelope protein N-linked glycosylation site mutants, it was revealed that the E1-N141 site influences viral entry, whereas the E2-N262 site was critical for both viral adsorption and invasion. Mutations at all envelope protein N-linked glycosylation sites impaired the infectivity of progeny virions, resulting in delayed replication kinetics and significantly reduced viral titers. In a suckling mouse model, all mutants showed attenuated pathogenicity, with the E2-N200 mutation conferring the most substantial reduction in virulence. Notably, despite reduced virulence, some mutants (E1-N141A and E2-N200A/N262A) elicited neutralizing antibody responses stronger than those induced by wild-type virus and provided complete protection against subsequent challenge with wild-type GETV. These findings highlight the critical role of envelope protein glycosylation in GETV infectivity and pathogenesis, providing a molecular basis for rational vaccine design.
DOI: 10.17632/ycj443y3kc.3
title: N-linked glycosylation of GETV envelope proteins affect viral infection and pathogenicity

description: Getah virus (GETV) is an emerging mosquito-borne pathogen with a broad host range, posing a significant threat to livestock and public health. Although putative N-linked glycosylation sites on its envelope proteins have been reported, their precise functional roles remain uncharacterized. In this study, tunicamycin inhibition assays demonstrated that GETV replication depends on the host glycosylation machinery. Enzymatic dissection revealed that the envelope proteins E1 and E2 carry complex-type N-linked glycans, which are critical for infectivity. By constructing envelope protein N-linked glycosylation site mutants, it was revealed that the E1-N141 site influences viral entry, whereas the E2-N262 site was critical for both viral adsorption and invasion. Mutations at all envelope protein N-linked glycosylation sites impaired the infectivity of progeny virions, resulting in delayed replication kinetics and significantly reduced viral titers. In a suckling mouse model, all mutants showed attenuated pathogenicity, with the E2-N200 mutation conferring the most substantial reduction in virulence. Notably, despite reduced virulence, some mutants (E1-N141A and E2-N200A/N262A) elicited neutralizing antibody responses stronger than those induced by wild-type virus and provided complete protection against subsequent challenge with wild-type GETV. These findings highlight the critical role of envelope protein glycosylation in GETV infectivity and pathogenesis, providing a molecular basis for rational vaccine design.
DOI: 10.17632/46bwxd9n4f
title: Gender balance initiatives
DOI: 10.17632/46bwxd9n4f.1
title: Gender balance initiatives
DOI: 10.17632/rxxtn25wh3
title: Datastel: Moontlike nut van ChatGPT 4-o in juweliers ontwerp klaskamers, faktore wat die gebruik daarvan kan dryf en riglyne vir varantwoordelike gebruik.

description: This dataset documents an exploratory, iterative series of ChatGPT-4o interactions (prompts P4–P108) and the associated AI-generated jewellery designs, descriptions, and researcher interpretations that form the empirical basis of an article. It primarily comprises table-organised outputs on: (1) ChatGPT-4o’s “baseline” designs without guidelines and the influence of material specification on stylistic preferences; (2) the effect of stylistic guidelines (e.g., Art Nouveau/Art Deco) and the inclusion of techniques on originality, stereotyping, and potential cultural/stylistic appropriation; (3) theme-based prompts (social impact, environmental issues, violence against women and children) showing how prompt refinement changes narrative, focus, and design quality; (4) experiments using “foreign/non-existent contexts” (extraterrestrial narratives) to stimulate original aesthetics; (5) ChatGPT-4o’s ability to visualise and “improve” rough sketches (with the risk of normalising designs into stereotypical solutions); and (6) AI-generated manufacturing plans (digital and traditional) that are logical but often lack sufficient technical detail. Collectively, the dataset indicates that ChatGPT-4o is particularly useful for ideation and conceptual development, provided that an expert user guides it through specific, unconventional, and iterative prompts to manage feasibility, originality, and ethical risks.
DOI: 10.17632/rxxtn25wh3.1
title: Datastel: Moontlike nut van ChatGPT 4-o in juweliers ontwerp klaskamers, faktore wat die gebruik daarvan kan dryf en riglyne vir varantwoordelike gebruik.

description: This dataset documents an exploratory, iterative series of ChatGPT-4o interactions (prompts P4–P108) and the associated AI-generated jewellery designs, descriptions, and researcher interpretations that form the empirical basis of an article. It primarily comprises table-organised outputs on: (1) ChatGPT-4o’s “baseline” designs without guidelines and the influence of material specification on stylistic preferences; (2) the effect of stylistic guidelines (e.g., Art Nouveau/Art Deco) and the inclusion of techniques on originality, stereotyping, and potential cultural/stylistic appropriation; (3) theme-based prompts (social impact, environmental issues, violence against women and children) showing how prompt refinement changes narrative, focus, and design quality; (4) experiments using “foreign/non-existent contexts” (extraterrestrial narratives) to stimulate original aesthetics; (5) ChatGPT-4o’s ability to visualise and “improve” rough sketches (with the risk of normalising designs into stereotypical solutions); and (6) AI-generated manufacturing plans (digital and traditional) that are logical but often lack sufficient technical detail. Collectively, the dataset indicates that ChatGPT-4o is particularly useful for ideation and conceptual development, provided that an expert user guides it through specific, unconventional, and iterative prompts to manage feasibility, originality, and ethical risks.
DOI: 10.17632/vbncpsh5ff
title: Observed Evapotranspiration in the Jinghe River basin

description: Observed Evapotranspiration in the Jinghe River basin of the Loess Plateau region of China
DOI: 10.17632/vbncpsh5ff.1
title: Observed Evapotranspiration in the Jinghe River basin

description: Observed Evapotranspiration in the Jinghe River basin of the Loess Plateau region of China