cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18457140
title: Advancing Learning Through Project-Based Approaches

description: Project-based learning (PjBL) is widely recognized as a learner-centered teaching approach that supports active engagement, meaningful learning, and the development of transferable skills. Although it is used across different educational levels, research shows that learning outcomes vary greatly, often depending on how projects are designed, supported, and assessed. This article presents a contemporary view of project-based learning by introducing a dialogic and process-oriented tendency that places strong emphasis on inquiry, reflection, formative feedback, and learner responsibility. Drawing on research from general education, language education, teacher education, and online learning, the article brings together evidence showing how structured dialogue, feedback, and self-regulated learning can strengthen project-based approaches. A practical instructional cycle is outlined, along with assessment principles that focus on learning processes as well as final project outcomes. The article also discusses key challenges and design considerations, presenting project-based learning as a flexible and effective framework for supporting meaningful learning in non-STEM educational contexts.
DOI: 10.13140/rg.2.2.14319.09126
title: MATLAB code (secured) for Bi-Entropy Curve Equalization (BETCE) method
DOI: 10.5281/zenodo.18449265
title: A Water Age Perspective on Expansion of Pearl River Diluted Waters in Summer

description: This repository consists of 10 components:

code_for_summer_plot.mat: Codes for figure plot.

EPD_data.zip: Contains the original in situ observational data provided by the Environmental Protection Department (EPD) of Hong Kong.

Grid_volume.mat: Includes the ROMS model domain files and the corresponding plume-related grid volume data.

Obs_SST_SSS.mat: Contains observational surface datasets, including sea surface temperature (SST) from the NOAA Global Coral Bleaching Monitoring dataset (NOAA Coral Reef Program) for the period 1994–2018, and sea surface salinity (SSS) from the 5th-generation JPL and RSS 8-day averaged SMAP Level-3 products.

ROMS_bvf_Ro.zip: Includes the Brunt–Väisälä frequency (BVF) and Rossby number datasets used for the figure plots.

ROMS_Freshwater_Flux.mat: Contains the vertical freshwater flux data derived from the ROMS simulations.

ROMS_output_Mean_Age.mat: Includes the mean water age data for all model experiments.

ROMS_output_Tracer_C.mat: Contains the tracer concentration data for all model experiments.

ROMS_output_TSUVW_mean.mat: Contains the ROMS model grid information (lon_rho, lat_rho, depth, depth_w) as well as the mean fields of sea surface temperature, salinity, and the three-dimensional velocity components (U, V, and W).

wind_climate.mat: Includes the climatological mean wind data used in the analysis.
DOI: 10.5281/zenodo.17647442
title: A Water Age Perspective on Expansion of Pearl River Diluted Waters in Summer

description: This repository consists of 10 components:

code_for_summer_plot.mat: Codes for figure plot.

EPD_data.zip: Contains the original in situ observational data provided by the Environmental Protection Department (EPD) of Hong Kong.

Grid_volume.mat: Includes the ROMS model domain files and the corresponding plume-related grid volume data.

Obs_SST_SSS.mat: Contains observational surface datasets, including sea surface temperature (SST) from the NOAA Global Coral Bleaching Monitoring dataset (NOAA Coral Reef Program) for the period 1994–2018, and sea surface salinity (SSS) from the 5th-generation JPL and RSS 8-day averaged SMAP Level-3 products.

ROMS_bvf_Ro.zip: Includes the Brunt–Väisälä frequency (BVF) and Rossby number datasets used for the figure plots.

ROMS_Freshwater_Flux.mat: Contains the vertical freshwater flux data derived from the ROMS simulations.

ROMS_output_Mean_Age.mat: Includes the mean water age data for all model experiments.

ROMS_output_Tracer_C.mat: Contains the tracer concentration data for all model experiments.

ROMS_output_TSUVW_mean.mat: Contains the ROMS model grid information (lon_rho, lat_rho, depth, depth_w) as well as the mean fields of sea surface temperature, salinity, and the three-dimensional velocity components (U, V, and W).

wind_climate.mat: Includes the climatological mean wind data used in the analysis.
DOI: 10.11588/data/c4eww7
title: The ‘most beautiful place’ where ‘it’s not possible to live’: a qualitative study of Relational Well-being in an area of climate disaster risk, Bangladesh [data]

description: &lt;b&gt;Purpose&lt;/b&gt;: Climate change is the greatest global health threat of the 21st century, but little is known about well-being in climate vulnerable populations. We investigate how well-being is shaped and influenced in such a population, where unique and common stressors draw on human well-being. &lt;br&gt;
&lt;b&gt;Methods&lt;/b&gt;: We present findings from 60 semi-structured in-depth interviews from an area of climate disaster risk in Bangladesh. We inductively analyzed our data following a Reflexive Thematic Analysis approach and then deductively applied a Relational Well-being (RWB) framework to organize refined themes around the importance of relationships for well-being as personal, societal, and environmental drivers.&lt;br&gt;
&lt;b&gt;Results&lt;/b&gt;: We found that well-being was influenced negatively by factors such as financial worries, forced migration, social pressure, and natural disasters. Well-being was influenced positively by factors such as financial satisfaction, voluntary migration, social support, and place attachment.&lt;br&gt;
&lt;b&gt;Conclusions&lt;/b&gt;: Using relational well-being as a conceptual lens allowed us to explore the dynamism and complexity of influencing factors on well-being that were partly specific to the local context and partly rooted in wider societal and global structures. Policies which aim to improve the well-being of climate vulnerable populations should consider relational well-being as a conceptual tool to leverage locally available informal resources, such as supporting reciprocal relationships with place and people.
DOI: 10.5517/cczdp56
title: CCDC 905918: Experimental Crystal Structure Determination

description: Related Article: Daniela Förster, Jan Nickolaus, Martin Nieger, Zoltán Benkő, Andreas W. Ehlers, and Dietrich Gudat|2013|Inorg.Chem.|52|7699|doi:10.1021/ic400886b
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc25dwj0
title: CCDC 2008382: Experimental Crystal Structure Determination

description: Related Article: Zhen Dong, Zhiwen Ye|2020|J.Mater.Chem.A|8|25035|doi:10.1039/D0TA08153A
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc25kt1m
title: CCDC 2013110: Experimental Crystal Structure Determination

description: Related Article: Zhen Dong, Zhiwen Ye|2020|J.Mater.Chem.A|8|25035|doi:10.1039/D0TA08153A
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc25kt2n
title: CCDC 2013111: Experimental Crystal Structure Determination

description: Related Article: Zhen Dong, Zhiwen Ye|2020|J.Mater.Chem.A|8|25035|doi:10.1039/D0TA08153A
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc25npn6
title: CCDC 2015888: Experimental Crystal Structure Determination

description: Related Article: Zhen Dong, Zhiwen Ye|2020|J.Mater.Chem.A|8|25035|doi:10.1039/D0TA08153A
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc25t1nq
title: CCDC 2020073: Experimental Crystal Structure Determination

description: Related Article: Zhen Dong, Zhiwen Ye|2020|J.Mater.Chem.A|8|25035|doi:10.1039/D0TA08153A
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc25t1qs
title: CCDC 2020075: Experimental Crystal Structure Determination

description: Related Article: Zhen Dong, Zhiwen Ye|2020|J.Mater.Chem.A|8|25035|doi:10.1039/D0TA08153A
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2d5m6f
title: CCDC 2209934: Experimental Crystal Structure Determination

description: Related Article: Toshiaki Murai, Shunya Ono, Aya Sugiyama, Nao Sakamoto, Kazuma Kuwabara, Mao Minoura|2023|Synlett|34|1502|doi:10.1055/a-1979-6245
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2d5p6h
title: CCDC 2209996: Experimental Crystal Structure Determination

description: Related Article: Toshiaki Murai, Shunya Ono, Aya Sugiyama, Nao Sakamoto, Kazuma Kuwabara, Mao Minoura|2023|Synlett|34|1502|doi:10.1055/a-1979-6245
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2pymcn
title: CCDC 2501122: Experimental Crystal Structure Determination

description: Related Article: Li Shi-Huan|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2pymdp
title: CCDC 2501123: Experimental Crystal Structure Determination

description: Related Article: Li Shi-Huan|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2pymfq
title: CCDC 2501124: Experimental Crystal Structure Determination

description: Related Article: Li Shi-Huan|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2pymgr
title: CCDC 2501125: Experimental Crystal Structure Determination

description: Related Article: Li Shi-Huan|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2pymhs
title: CCDC 2501126: Experimental Crystal Structure Determination

description: Related Article: Li Shi-Huan|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.3334/cdiac/otg.tsm_cce1_122w_33n
title: High-resolution ocean and atmosphere pCO2 time-series measurements from mooring CCE1_122W_33N in the North Pacific Ocean (NCEI Accession 0144245)

description: This dataset includes surface chemical, meteorological, physical time series data collected from Mooring CCE1_122W_33N in the North Pacific Ocean from 2008-11-11 to 2025-01-07. These data include air-sea difference - partial pressure of carbon dioxide (pCO2), barometric pressure, oxygen, pCO2 - atmosphere, pCO2 - water, sea surface salinity, sea surface temperature, pH on the total scale, total chlorophyll, nephelometric turbidity and salinity-compensated dissolved oxygen. The instruments used to collect these data include Bubble type equilibrator for autonomous carbon dioxide (CO2) measurement, Carbon dioxide (CO2) gas analyzer, Humidity Sensor, oxygen meter and thermosalinographs. The Global CO2 Time-series and Moorings Project involves international groups from 18 countries who have mounted sensors on moored buoys to provide high resolution time-series measurements of atmospheric boundary layer and surface ocean CO2 partial pressure (pCO2). The CO2 Time-series and Moorings Project is coordinated by UNESCO International Ocean Carbon Coordination Project (IOCCP).
DOI: 10.3334/cdiac/otg.tsm_kaneohe_158w_21n
title: High-resolution ocean and atmosphere pCO2 time-series measurements from mooring Kaneohe_158W_21N in the North Pacific Ocean (NCEI Accession 0157297)

description: This dataset includes chemical, meteorological, physical and time series data collected from mooring Kaneohe_158W_21N in the North Pacific Ocean from 2011-09-30 to 2021-10-13. These data include air-sea difference - partial pressure of carbon dioxide (pCO2), barometric pressure, oxygen, pCO2 - atmosphere, pCO2 - water, sea surface salinity, sea surface temperature, pH on the total scale, total chlorophyll, nephelometric turbidity and salinity-compensated dissolved oxygen. The Moored Autonomous pCO2 (MAPCO2®) instruments used to collect these data include Bubble type equilibrator for autonomous carbon dioxide (CO2) measurement, Carbon dioxide (CO2) gas analyzer, Humidity Sensor, and oxygen meter. The Global CO2 Time-series and Moorings Project involves international groups from 18 countries who have mounted sensors on moored buoys to provide high resolution time-series measurements of atmospheric boundary layer and surface ocean CO2 partial pressure (pCO2). The CO2 Time-series and Moorings Project is coordinated by UNESCO International Ocean Carbon Coordination Project (IOCCP).
DOI: 10.5284/1138130
title: The Arch-I-Scan Project, 2019-2023

description: This data archive comprises a data resource of photographs of ceramic remains from Roman Britain - sherds and complete/near complete vessels - taken by the Arch-I-Scan Project between 2019 and 2023 in five different collections and 3D models of terra sigillata forms. The archive also includes spreadsheets with information on these ceramic remains to accompany these photographs.
DOI: 10.17028/rd.lboro.31206466
title: Project: Para Sportswomen's Experiences of Pregnancy and Motherhood

description: Project Title: Para Sportswomen's Experiences of Pregnancy and MotherhoodThis project explored the embodied experiences of pregnancy and motherhood in para sportswomen. The research design was qualitative and consisted of 10 in depth interviews lasting between 60-120 minutes.
DOI: 10.17028/rd.lboro.31206466.v1
title: Project: Para Sportswomen's Experiences of Pregnancy and Motherhood

description: Project Title: Para Sportswomen's Experiences of Pregnancy and MotherhoodThis project explored the embodied experiences of pregnancy and motherhood in para sportswomen. The research design was qualitative and consisted of 10 in depth interviews lasting between 60-120 minutes.
DOI: 10.5281/zenodo.18457036
title: physignathus_cocincinus_spades_01.fasta.gz
DOI: 10.5281/zenodo.18457037
title: physignathus_cocincinus_spades_01.fasta.gz
DOI: 10.48420/31149868
title: Continental European Books in Early Modern England, 1500-1640: datasets, data model diagrams, and documentation

description: Datasets, data model diagrams, and documentation of AHRC-funded project Continental European Books in Early Modern England, 1500-1640: A New Approach Using Bibliographic Data Science (CEBEME).The CEBEME project set out to expand our knowledge and understanding of the depth, scope, and significance of early modern England’s transnational literary connections by creating the largest dataset to date on foreign books in England between 1500 and 1640, covering all key aspects of the translation, importation, sale, and ownership of books printed in Continental Europe in England.The project addressed the following research questions:What foreign-language books printed abroad were available early modern England? Which subjects, authors, and works were most popular? In which languages? Where had imported or translated books been printed?Who had access to foreign books in early modern England? How did the circulation of imported or translated books vary depending on the location and social background of readers?The project drew on Bibliographic Data Science to harmonize the following five source datasets as Linked Open Data:Renaissance Cultural Crossroads Catalogue (https://www.dhi.ac.uk/data/rcc).Private Libraries in Renaissance England (https://plre.folger.edu/).Provincial Booksellers (from the Appendix to Jennifer Winters, ‘The English Provincial Book Trade: Bookseller Stock-Lists, c.1520-1640’ (PhD thesis, University of St Andrews, 2012), available for download at https://hdl.handle.net/10023/3449).Plantin Sales (ZvL) (Excel spreadsheet with sales of Christophe Plantin to English buyers (1558–89) produced by Zanna van Loon, Curator of Rare Books and Manuscripts at the Museum Plantin-Moretus in Antwerp).Plantin Sales (CEBEME) (dataset produced by project based on records of sales by Officina Plantiniana to English buyers, 1590-1610).Users should refer to the documentation included for detailed information on what is included in the project database and the technical specifications. The database can be accessed via a user interface on the web at https://cebeme.manchester.ac.uk/.
DOI: 10.48420/31149868.v1
title: Continental European Books in Early Modern England, 1500-1640: datasets, data model diagrams, and documentation

description: Datasets, data model diagrams, and documentation of AHRC-funded project Continental European Books in Early Modern England, 1500-1640: A New Approach Using Bibliographic Data Science (CEBEME).The CEBEME project set out to expand our knowledge and understanding of the depth, scope, and significance of early modern England’s transnational literary connections by creating the largest dataset to date on foreign books in England between 1500 and 1640, covering all key aspects of the translation, importation, sale, and ownership of books printed in Continental Europe in England.The project addressed the following research questions:What foreign-language books printed abroad were available early modern England? Which subjects, authors, and works were most popular? In which languages? Where had imported or translated books been printed?Who had access to foreign books in early modern England? How did the circulation of imported or translated books vary depending on the location and social background of readers?The project drew on Bibliographic Data Science to harmonize the following five source datasets as Linked Open Data:Renaissance Cultural Crossroads Catalogue (https://www.dhi.ac.uk/data/rcc).Private Libraries in Renaissance England (https://plre.folger.edu/).Provincial Booksellers (from the Appendix to Jennifer Winters, ‘The English Provincial Book Trade: Bookseller Stock-Lists, c.1520-1640’ (PhD thesis, University of St Andrews, 2012), available for download at https://hdl.handle.net/10023/3449).Plantin Sales (ZvL) (Excel spreadsheet with sales of Christophe Plantin to English buyers (1558–89) produced by Zanna van Loon, Curator of Rare Books and Manuscripts at the Museum Plantin-Moretus in Antwerp).Plantin Sales (CEBEME) (dataset produced by project based on records of sales by Officina Plantiniana to English buyers, 1590-1610).Users should refer to the documentation included for detailed information on what is included in the project database and the technical specifications. The database can be accessed via a user interface on the web at https://cebeme.manchester.ac.uk/.
DOI: 10.3334/cdiac/otg.tsm_crimp2_158w_21n
title: High-resolution ocean and atmosphere pCO2 time-series measurements from mooring CRIMP2_158W_21N in the North Pacific Ocean (NCEI Accession 0157415)

description: This dataset includes surface chemical, meteorological, physical and time series data collected from Mooring CRIMP2_158W_21N in the Kaneohe Bay, North Pacific Ocean from 2008-06-11 to 2023-01-21. These data include air-sea difference of partial pressure of carbon dioxide (pCO2), barometric pressure, oxygen, pCO2 in atmosphere, pCO2 in water, sea surface salinity, sea surface temperature and pH on total scale. The Moored Autonomous pCO2 (MAPCO2®) instruments used to collect these data include Bubble type equilibrator for autonomous carbon dioxide (CO2) measurement, Carbon dioxide (CO2) gas analyzer, Humidity Sensor, and oxygen meter. The Global CO2 Time-series and Moorings Project involves international groups from 18 countries who have mounted sensors on moored buoys to provide high resolution time-series measurements of atmospheric boundary layer and surface ocean CO2 partial pressure (pCO2). The CO2 Time-series and Moorings Project is coordinated by UNESCO International Ocean Carbon Coordination Project (IOCCP).