cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/yth7m9d9wv
title: Assessments to identify giftedness in STEM fields - A systematic review of literature

description: This dataset contains the data collected as part of the systematic literature review titled " Assessments to identify giftedness in STEM fields - A systematic review of literature". The study aimed to identify and analyze existing assessment tools used for identifying giftedness in STEM (Science, Technology, Engineering, and Mathematics) fields. The dataset contains the bibliographic information of all studies identified during the search process and an archive file of the selection process via Citavi 6.
DOI: 10.17632/yth7m9d9wv.1
title: Assessments to identify giftedness in STEM fields - A systematic review of literature

description: This dataset contains the data collected as part of the systematic literature review titled " Assessments to identify giftedness in STEM fields - A systematic review of literature". The study aimed to identify and analyze existing assessment tools used for identifying giftedness in STEM (Science, Technology, Engineering, and Mathematics) fields. The dataset contains the bibliographic information of all studies identified during the search process and an archive file of the selection process via Citavi 6.
DOI: 10.17632/ysvp93ccdp
title: Soft Power in the Multimodal Age

description: Cinema plays a central role in the construction of cultural meaning, national narratives and international perception through the concerted use of text, imagery and sound. However, current methods in the field of media and communication studies (and the majority of computational multimodal models) tend to analyses these modalities separately or tend to focus on predictive performance rather than interpretability, which limits understanding of the systematic alignment of ideological meaning across modalities. This study presents an Ideology-Focused Multimodal Transformer (IF-MMT) for analyzing the construction of narratives of soft power in state-sponsored cinema. Unlike conventional multimodal architectures, IF-MMT explicitly models ideological alignment between textual, visual and audio streams, which allows both identification of ideological stance and estimation of persuasive intensity. The framework is evaluated on a curated corpus of 120 Chinese state-sponsored movies and achieves improved performance compared to the state-of-the-art multimodal models in the ideology’s classification and cross modality alignment consistency. These results suggest that the influence of ideologies in cinema is coordinated structure-wise rather than additively communicated. By combining computational modelling with media and cultural analysis, this work is a replicable methodological contribution to research in the humanities and social sciences and new tools to analyze the role of multimodal cultural products in the construction of ideological meaning and soft power in the contemporary media landscape.
DOI: 10.17026/ar/ovcrj5
title: Archeologische oppervlaktekartering nabij Bosbrugweg te Weert, gemeente Weert.
title: Oppervlaktekartering.
title: RAAP Rapport 7060

description: &lt;p&gt; In opdracht van ARK Natuurontwikkeling heeft RAAP in maart en april 2024 een archeologisch onderzoek in de vorm van een oppervlaktekartering uitgevoerd voor het plangebied Bosbrugweg te Weert, gemeente Weert in het kader van een omgevingsvergunning (figuur 1). Binnen het plangebied van 15575,9 m² wordt natuurontwikkeling gepland waarbij het bestaande bos wordt uitgebreid, een mantelzoomrand wordt aangelegd en een deel voor spontane ontwikkeling in aanmerking komt.
&lt;p&gt; Voorafgaand aan het veldonderzoek is er aan het plangebied een hoge archeologische verwachting toegekend. Het ligt namelijk op dekzandwelving grenzend aan het dal van de Tungelroyse beek. Zodoende is er sprake van een gradiëntsituatie en zijn vindplaatsen van jager-verzamelaars te verwachten. Er werden ook archeologische resten vanaf de tijd van de eerste landbouwers (neolithicum) verwacht. Op basis van het historisch kaartmateriaal blijkt dat er in de nieuwe tijd geen bewoning in het plangebied heeft plaatsgevonden. Zodoende worden in het plangebied archeologische resten vanaf het neolithicum tot de volle middeleeuwen verwacht.
&lt;p&gt; Tijdens de oppervlaktekartering zijn er geen vondsten gedaan, waardoor de verwachtingen kunnen worden bijgesteld tot ”laag”. Er is dan ook geen verder archeologisch onderzoek nodig. De geplande ingrepen kunnen wat RAAP betreft plaatsvinden.
DOI: 10.17632/ysvp93ccdp.1
title: Soft Power in the Multimodal Age

description: Cinema plays a central role in the construction of cultural meaning, national narratives and international perception through the concerted use of text, imagery and sound. However, current methods in the field of media and communication studies (and the majority of computational multimodal models) tend to analyses these modalities separately or tend to focus on predictive performance rather than interpretability, which limits understanding of the systematic alignment of ideological meaning across modalities. This study presents an Ideology-Focused Multimodal Transformer (IF-MMT) for analyzing the construction of narratives of soft power in state-sponsored cinema. Unlike conventional multimodal architectures, IF-MMT explicitly models ideological alignment between textual, visual and audio streams, which allows both identification of ideological stance and estimation of persuasive intensity. The framework is evaluated on a curated corpus of 120 Chinese state-sponsored movies and achieves improved performance compared to the state-of-the-art multimodal models in the ideology’s classification and cross modality alignment consistency. These results suggest that the influence of ideologies in cinema is coordinated structure-wise rather than additively communicated. By combining computational modelling with media and cultural analysis, this work is a replicable methodological contribution to research in the humanities and social sciences and new tools to analyze the role of multimodal cultural products in the construction of ideological meaning and soft power in the contemporary media landscape.
DOI: 10.17632/f6bjz3cswh
title: Argenio et al., 2022 Dataset

description: Coccolithophore paleoproductivity since the Last Glacial Maximum in the Atlantic Ocean: Relationship with calcification and preservation variability
DOI: 10.17632/f6bjz3cswh.1
title: Argenio et al., 2022 Dataset

description: Coccolithophore paleoproductivity since the Last Glacial Maximum in the Atlantic Ocean: Relationship with calcification and preservation variability
DOI: 10.17632/kz5psxd3md
title: LCA Assessment Data on the Carbon Emission Reduction Potential of Livestock and Poultry Manure Management in Ecologically Sensitive Areas: A Case Study of Danjiangkou City

description: This dataset supports the academic research entitled “LCA-based assessment of carbon mitigation potential of livestock manure management in ecologically sensitive areas: A case study of Danjiangkou City”. The core research hypothesis is that implementing a county-wide promotion project for manure resource utilization in Danjiangkou City—a key water source area for the South-to-North Water Diversion Central Route—can achieve significant synergistic greenhouse gas emission reductions through technological upgrades across the entire “excretion, cleaning, storage, treatment, and utilization” chain.
The dataset contains the complete inventory data and results for the Life Cycle Assessment (LCA), mainly include：
Activity Level Data: Foundational inventory data for Danjiangkou City, including herd sizes, feeding days, live weights, and nitrogen excretion rates for swine, beef cattle, laying hens, and goats at both county and township levels (2023).
Emission Factor Parameters: CH4 and N2O emission factors (both direct and indirect), calibrated based on the IPCC 2019 Guidelines, national/provincial inventory lists, and localized studies.
Key Findings and Data Interpretation:
Data analysis confirms that the project is projected to achieve an overall system-wide carbon emission reduction of 40.83%. The data clearly reveals that the choice of technology model is decisive: the Sedimentation-Crop Model shows the highest reduction rate (61.50%), primarily due to the synergistic effect of its closed-pipeline manure removal and biochemical cracking technology. In contrast, the Raised-Bedding Composting Model, which relies on front-end manual scraping, shows a lower reduction rate (27.70%), highlighting the limitations of single end-of-pipe upgrades in decentralized farming systems. Sensitivity analysis data identifies the CH4 emission factor as the primary source of uncertainty in the system’s reduction potential.
Data Usage Instructions:
Researchers can use this dataset to validate, reproduce, or extend related LCA models. The data can be directly applied to assess the carbon mitigation efficacy of livestock manure management technologies in similar ecologically sensitive areas (especially water source conservation zones) within subtropical and temperate regions of China, providing quantitative evidence for regional agricultural green development planning and “Dual Carbon” policy formulation. When applying the data, emission factors should be appropriately calibrated according to the specific geographical and climatic conditions of the case study.
DOI: 10.5281/zenodo.18432321
title: Table 6 in Systematic revision of the Potamotrygon motoro (Müller & Henle, 1841) species complex in the Paraná-Paraguay basin, with description of two new ocellated species (Chondrichthyes: Myliobatiformes: Potamotrygonidae)

description: Table 6. Meristic data taken from specimens of Potamotrygon amandae, including the holotype (A) MZUSP 110910. Mode of enlarged dorsal pointed-spines presents two predominant values.
AnRangeModePrecaudal vertebrae31731 - 4739Caudal vertebrae88773 - 8888Total vertebrae1197113 - 129-Diplospondylic vertebrae85785 - 9999Propterygial radials46742 - 5143Mesopterygial radials13712 - 1713Metapterygial radials36735 - 4040Total pectoral radials95792 - 10695Pelvic radials23718 - 2319Tooth rows of upper jaw-426 - 3731Tooth rows of lower jaw-423 - 3326Symphysis of upper jaw-46 - 88Symphysis of lower jaw-44 - 13-Enlarged dorsal pointed-spines703311 - 7015, 18
description: Published as part of Loboda, Thiago Silva & Carvalho, Marcelo Rodrigues de, 2013, Systematic revision of the Potamotrygon motoro (Müller & Henle, 1841) species complex in the Paraná-Paraguay basin, with description of two new ocellated species (Chondrichthyes: Myliobatiformes: Potamotrygonidae), pp. 733 in Neotropical Ichthyology 11 (4) on page 733, DOI: 10.1590/S1679-62252013000400001, http://zenodo.org/record/13258801
DOI: 10.5281/zenodo.18432322
title: Table 6 in Systematic revision of the Potamotrygon motoro (Müller & Henle, 1841) species complex in the Paraná-Paraguay basin, with description of two new ocellated species (Chondrichthyes: Myliobatiformes: Potamotrygonidae)

description: Table 6. Meristic data taken from specimens of Potamotrygon amandae, including the holotype (A) MZUSP 110910. Mode of enlarged dorsal pointed-spines presents two predominant values.
AnRangeModePrecaudal vertebrae31731 - 4739Caudal vertebrae88773 - 8888Total vertebrae1197113 - 129-Diplospondylic vertebrae85785 - 9999Propterygial radials46742 - 5143Mesopterygial radials13712 - 1713Metapterygial radials36735 - 4040Total pectoral radials95792 - 10695Pelvic radials23718 - 2319Tooth rows of upper jaw-426 - 3731Tooth rows of lower jaw-423 - 3326Symphysis of upper jaw-46 - 88Symphysis of lower jaw-44 - 13-Enlarged dorsal pointed-spines703311 - 7015, 18
description: Published as part of Loboda, Thiago Silva & Carvalho, Marcelo Rodrigues de, 2013, Systematic revision of the Potamotrygon motoro (Müller & Henle, 1841) species complex in the Paraná-Paraguay basin, with description of two new ocellated species (Chondrichthyes: Myliobatiformes: Potamotrygonidae), pp. 733 in Neotropical Ichthyology 11 (4) on page 733, DOI: 10.1590/S1679-62252013000400001, http://zenodo.org/record/13258801
DOI: 10.17632/kz5psxd3md.1
title: LCA Assessment Data on the Carbon Emission Reduction Potential of Livestock and Poultry Manure Management in Ecologically Sensitive Areas: A Case Study of Danjiangkou City

description: This dataset supports the academic research entitled “LCA-based assessment of carbon mitigation potential of livestock manure management in ecologically sensitive areas: A case study of Danjiangkou City”. The core research hypothesis is that implementing a county-wide promotion project for manure resource utilization in Danjiangkou City—a key water source area for the South-to-North Water Diversion Central Route—can achieve significant synergistic greenhouse gas emission reductions through technological upgrades across the entire “excretion, cleaning, storage, treatment, and utilization” chain.
The dataset contains the complete inventory data and results for the Life Cycle Assessment (LCA), mainly include：
Activity Level Data: Foundational inventory data for Danjiangkou City, including herd sizes, feeding days, live weights, and nitrogen excretion rates for swine, beef cattle, laying hens, and goats at both county and township levels (2023).
Emission Factor Parameters: CH4 and N2O emission factors (both direct and indirect), calibrated based on the IPCC 2019 Guidelines, national/provincial inventory lists, and localized studies.
Key Findings and Data Interpretation:
Data analysis confirms that the project is projected to achieve an overall system-wide carbon emission reduction of 40.83%. The data clearly reveals that the choice of technology model is decisive: the Sedimentation-Crop Model shows the highest reduction rate (61.50%), primarily due to the synergistic effect of its closed-pipeline manure removal and biochemical cracking technology. In contrast, the Raised-Bedding Composting Model, which relies on front-end manual scraping, shows a lower reduction rate (27.70%), highlighting the limitations of single end-of-pipe upgrades in decentralized farming systems. Sensitivity analysis data identifies the CH4 emission factor as the primary source of uncertainty in the system’s reduction potential.
Data Usage Instructions:
Researchers can use this dataset to validate, reproduce, or extend related LCA models. The data can be directly applied to assess the carbon mitigation efficacy of livestock manure management technologies in similar ecologically sensitive areas (especially water source conservation zones) within subtropical and temperate regions of China, providing quantitative evidence for regional agricultural green development planning and “Dual Carbon” policy formulation. When applying the data, emission factors should be appropriately calibrated according to the specific geographical and climatic conditions of the case study.
DOI: 10.17632/dxfyk4s8s2
title: Table 1. Impact of AI Avatars and Voice Synthesis on Editorial Content and Audience Response of UATV English

description: This table contains research data collected manually from publicly available performance metrics on UATV English YouTube channel. The study covers 60 videos from Pre AI period and 60 videos from Post AI period.
DOI: 10.17632/dxfyk4s8s2.2
title: Table 1. Impact of AI Avatars and Voice Synthesis on Editorial Content and Audience Response of UATV English

description: This table contains research data collected manually from publicly available performance metrics on UATV English YouTube channel. The study covers 60 videos from Pre AI period and 60 videos from Post AI period.
DOI: 10.17632/8c36tc7n3g
title: DDX24 Modulates Angiogenesis by Promoting CCR4-NOT Complex-dependent mRNA Decay

description: original data for DDX24 Modulates Angiogenesis by Promoting CCR4-NOT Complex-dependent mRNA Decay
DOI: 10.5281/zenodo.15791349
title: In-depth CFD simulation of a spray drying process of Indometacin using Ethanol as a solvent - data

description: This dataset contains the data obtained in the process of writing a publication In-depth CFD simulation of a spray drying process of Indometacin using Ethanol as a solvent. It contains the SEM images of powders, the particle size measurement of those powders, simulated droplet and particle sizes, parametric study outputs and codes used to evaluate the produced data. It also contains the original figures.
DOI: 10.17632/8c36tc7n3g.1
title: DDX24 Modulates Angiogenesis by Promoting CCR4-NOT Complex-dependent mRNA Decay

description: original data for DDX24 Modulates Angiogenesis by Promoting CCR4-NOT Complex-dependent mRNA Decay
DOI: 10.5281/zenodo.15791348
title: In-depth CFD simulation of a spray drying process of Indometacin using Ethanol as a solvent - data

description: This dataset contains the data obtained in the process of writing a publication In-depth CFD simulation of a spray drying process of Indometacin using Ethanol as a solvent. It contains the SEM images of powders, the particle size measurement of those powders, simulated droplet and particle sizes, parametric study outputs and codes used to evaluate the produced data. It also contains the original figures.
DOI: 10.17632/9fnv6hfh2v
title: Matry et al. "Influence of natural convection on the convective heat transfer coefficient at exterior building surfaces in a 2D street canyon"

description: This dataset contains all the data from the journal article "Influence of natural convection on the convective heat transfer coefficient at exterior building surfaces in a 2D street canyon" Matry et al.
The file "Data_validation_Matry.xlsx" contains data relevant to the chapter "Model validation based on reduced scale measurements" of the article. The data refer to the numerical model that is calibrated.
The file "Data_CHTC_value_Matry.xlsx" contains data relevant to the chapter "Influence of natural convection at real scale" of the article. The data refer to the numerical values of the CHTC calculated with (h_ext) and without (h_for) buoyancy assumptions for the different configurations and for the entire design of experiment.
DOI: 10.5281/zenodo.18432326
title: Table 7 in Systematic revision of the Potamotrygon motoro (Müller & Henle, 1841) species complex in the Paraná-Paraguay basin, with description of two new ocellated species (Chondrichthyes: Myliobatiformes: Potamotrygonidae)

description: Table 7. Measurements of Potamotyrgon histrix. Three specimens were examined for this study: (A) MS 0415, (B) MS 0442, and (C) MS 0443. Mean (x) and Standard Deviation (SD) are expressed as proportions of disc width (% DW), and range is expressed in millimeters (mm) and proportions of disc width (% DW). Clasper measurements were taken only from adult specimens.
ABCRangexSDmm%DWmm%DWmm%DWmm%DW%DW%DWDisc width278217202202 - 278Disc length295106.1226104.1215106.4215 - 295104.1 - 106.4105.61.2Total length458164.7367169.1330163.4330 - 458163.4 - 169.7165.73.0Interorbital distance5218.74420.33818.838 - 5218.7 - 20.319.30.9Interspiracular distance5620.14319.84321.343 - 5619.8 - 21.320.40.8Eye diameter82.983.784.0...2.9 - 4.03.50.6Spriracular length165.8125.573.57 - 163.5 - 5.84.91.3Prenasal distance4014.42310.62311.423 - 4010.6 - 14.412.12.0Preoral distance5921.24118.94019.840 - 5918.9 - 21.220.01.2Internasal distance2910.4188.32110.418 - 298.3 - 10.49.71.2Mouth width196.8198.8199.4...6.8 - 9.48.31.3Space between 1st branchial slits7527.05525.35627.755 - 7525.3 - 27.726.71.2Space between 5th branchial slits5921.24018.44220.840 - 5918.4 - 21.220.11.5Branchial basket length5419.44018.43919.339 - 5418.4 - 19.419.10.5Length ant. margin of pelvic fin6222.34922.63215.832 - 6215.8 - 22.620.23.8Pelvic fins width13749.312457.111255.4112 - 13749.3 - 57.154.04.1Length ext. margin of clasper----3215.8--15.8-Length int. margin of clasper----5024.8--24.8-Cloaca to tip tail22179.517379.714672.3146 - 22172.3 - 79.777.24.2Tail width between pectoral insertions3010.82411.12210.922 - 3010.8 - 11.110.90.1Snout to cloaca23584.518484.817988.6179 - 23584.5 - 88.686.02.3Distance between pectoral axil and posterior margin of pelvic fin3111.2219.72612.921 - 319.7 - 12.911.21.6Serrated-spine length7326.35123.55225.751 - 7323.5 - 26.325.21.5Serrated-spine width51.852.342.04 - 51.8 - 2.32.00.3Cloaca to serrated-spine11641.79242.48240.682 - 11640.6 - 42.441.60.9
description: Published as part of Loboda, Thiago Silva & Carvalho, Marcelo Rodrigues de, 2013, Systematic revision of the Potamotrygon motoro (Müller & Henle, 1841) species complex in the Paraná-Paraguay basin, with description of two new ocellated species (Chondrichthyes: Myliobatiformes: Potamotrygonidae), pp. 735 in Neotropical Ichthyology 11 (4) on page 735, DOI: 10.1590/S1679-62252013000400001, http://zenodo.org/record/13258801
DOI: 10.17632/9fnv6hfh2v.2
title: Matry et al. "Influence of natural convection on the convective heat transfer coefficient at exterior building surfaces in a 2D street canyon"

description: This dataset contains all the data from the journal article "Influence of natural convection on the convective heat transfer coefficient at exterior building surfaces in a 2D street canyon" Matry et al.
The file "Data_validation_Matry.xlsx" contains data relevant to the chapter "Model validation based on reduced scale measurements" of the article. The data refer to the numerical model that is calibrated.
The file "Data_CHTC_value_Matry.xlsx" contains data relevant to the chapter "Influence of natural convection at real scale" of the article. The data refer to the numerical values of the CHTC calculated with (h_ext) and without (h_for) buoyancy assumptions for the different configurations and for the entire design of experiment.