cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15482/usda.adc/29251832.v1
title: Data and Code From: AI-Based bread quality assessment using image processing techniques and the developed BQe-CNN

description: Ensuring consistent bread quality is vital for maintaining industry standards, reducing waste, and keeping consumer satisfaction. Traditional methods of bread quality analysis which rely on manual inspection, are often subjective, time-consuming, and prone to inconsistencies, while modern analysis techniques, though available, tend to be prohibitively expensive. This study introduces an AI-driven approach that leverages advanced image processing techniques to automate and enhance the accuracy of bread quality assessment. By extracting key features such as porosity, texture, and air cell structure, the proposed Bread Quality Enhanced Convolutional Neural Network (BQe-CNN) offers a more precise analysis of bread parameters. The model achieved classification accuracies of 92% for bread colors and 88% for quality levels, significantly outperforming manual methods. By leveraging enhanced layers like residual connections and attention mechanisms, the model efficiently captured fine details in bread images, making it highly effective at detecting subtle variations in texture and air cell distribution. While the model demonstrates high performance in quantitative analysis, it is important to note that artisan scoring—characterized by detailed aesthetic evaluations integral to traditional bread-making—remains a challenging domain for automation. This limitation presents an opportunity to further enhance the model's capabilities by integrating advanced algorithms or hybrid approaches, bridging the gap between precise computational analysis and the specific requirements of artisan scoring. Nevertheless, the BQe-CNN's ability to provide real-time, automated quality control is a dependable and transformative tool, optimizing production, reducing waste, and complementing human expertise in a cost-effective manner. These image processing techniques allow for real-time, automated quality control, optimizing production and reducing waste. This novel approach, rooted in visual analysis of product characteristics, represents a significant leap forward in achieving consistency and scalability in bread quality control for the baking industry.Included is a subsample of images of bread of different color and porosity, examples of the processed images, a data descriptor README, metadata for the bread images, porosity values for the bread images, and MatLab code.
DOI: 10.15482/usda.adc/30032191
title: Data from: A haplotype-resolved genome assembly of hexaploid Kentucky-31 tall fescue (<i>Lolium arundinaceum</i>)

description: Genome sequence with structural and functional annotation files of LoarK31 haplotype 1 and haplotype 2 genome assembly reported in the manuscript "A haplotype-resolved genome assembly of hexaploid Kentucky-31 tall fescue (<i>Lolium arundinaceum</i>)". Also included is the transposable element (TE) annotation from EDTA and chloroplast genome with annotation.
DOI: 10.15482/usda.adc/30032191.v1
title: Data from: A haplotype-resolved genome assembly of hexaploid Kentucky-31 tall fescue (<i>Lolium arundinaceum</i>)

description: Genome sequence with structural and functional annotation files of LoarK31 haplotype 1 and haplotype 2 genome assembly reported in the manuscript "A haplotype-resolved genome assembly of hexaploid Kentucky-31 tall fescue (<i>Lolium arundinaceum</i>)". Also included is the transposable element (TE) annotation from EDTA and chloroplast genome with annotation.
DOI: 10.5281/zenodo.17610395
title: Candesartan Cilexetil Disrupts Membrane Homeostasis of Methicillin-Resistant Staphylococcus aureus and Potentiates the Anti-bacterial Activity of Gentamicin and  Polymyxin B

description: Transcriptome raw files: RNA sequencing was performed on MRSA-MW2 bacteria treated with Candesartan Cilexetil (CC), using two biological replicates.
DOI: 10.5281/zenodo.18474011
title: Candesartan Cilexetil Disrupts Membrane Homeostasis of Methicillin-Resistant Staphylococcus aureus and Potentiates the Anti-bacterial Activity of Gentamicin and  Polymyxin B

description: Transcriptome raw files: RNA sequencing was performed on MRSA-MW2 bacteria treated with Candesartan Cilexetil (CC), using two biological replicates.
DOI: 10.5517/ccdc.csd.cc2j072w
title: CCDC 2323917: Experimental Crystal Structure Determination

description: Related Article: Anna L. Samsonenko, Anastasia S. Kostyuchenko, Tatyana Yu. Zheleznova, Vladislav Yu. Shuvalov, Evgenii B. Uliankin, Anton L. Shatsauskas, Alexander S. Fisyuk|2024|Synthesis|56|2423|doi:10.1055/a-2295-8544
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.cc2j073x
title: CCDC 2323918: Experimental Crystal Structure Determination

description: Related Article: Anna L. Samsonenko, Anastasia S. Kostyuchenko, Tatyana Yu. Zheleznova, Vladislav Yu. Shuvalov, Evgenii B. Uliankin, Anton L. Shatsauskas, Alexander S. Fisyuk|2024|Synthesis|56|2423|doi:10.1055/a-2295-8544
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.cc2j074y
title: CCDC 2323919: Experimental Crystal Structure Determination

description: Related Article: Anna L. Samsonenko, Anastasia S. Kostyuchenko, Tatyana Yu. Zheleznova, Vladislav Yu. Shuvalov, Evgenii B. Uliankin, Anton L. Shatsauskas, Alexander S. Fisyuk|2024|Synthesis|56|2423|doi:10.1055/a-2295-8544
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.cc2j075z
title: CCDC 2323920: Experimental Crystal Structure Determination

description: Related Article: Anna L. Samsonenko, Anastasia S. Kostyuchenko, Tatyana Yu. Zheleznova, Vladislav Yu. Shuvalov, Evgenii B. Uliankin, Anton L. Shatsauskas, Alexander S. Fisyuk|2024|Synthesis|56|2423|doi:10.1055/a-2295-8544
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: 10.60521/332705
title: Processed Gridded Bathymetry Data (EM302) acquired during E/V Nautilus expedition NA174 (2025)

description: This data set was acquired with a Kongsberg EM302 Multibeam Sonar during E/V Nautilus expedition NA174 conducted in 2025. These data files are of GeoTIFF (Raster) format and include Bathymetry data that were processed after acquisition. Data were acquired as part of the project: NOAA Ocean Exploration Cooperative Institute (OECI). Funding was provided by: NA24OARX432C0009.
DOI: 10.60521/332706
title: Processed Gridded Acoustic Backscatter Data (EM302) acquired during E/V Nautilus expedition NA174 (2025)

description: This data set was acquired with a Kongsberg EM302 Multibeam Sonar during E/V Nautilus expedition NA174 conducted in 2025. These data files are of GeoTIFF (Raster) format and include Acoustic Backscatter data that were processed after acquisition. Data were acquired as part of the project: NOAA Ocean Exploration Cooperative Institute (OECI). Funding was provided by: NA24OARX432C0009.
DOI: 10.60521/332709
title: Google Earth files of Acoustic Backscatter and Bathymetry Data (EM302) acquired during E/V Nautilus expedition NA174 (2025)

description: This data set was acquired with a Kongsberg EM302 Multibeam Sonar during E/V Nautilus expedition NA174 conducted in 2025. These data files are of Google Earth (KML/KMZ) format and include Acoustic Backscatter and Bathymetry data that were processed after acquisition. Data were acquired as part of the project: NOAA Ocean Exploration Cooperative Institute (OECI). Funding was provided by: NA24OARX432C0009.
DOI: 10.60521/332710
title: ROV Hercules Navigation Data acquired during E/V Nautilus expedition NA174 (2025)

description: This data set was acquired with a Navigation System on ROV Hercules during E/V Nautilus expedition NA174 conducted in 2025. These data files are of Text File (ASCII) format and include Navigation data that have not been processed. Data were acquired as part of the project: NOAA Ocean Exploration Cooperative Institute (OECI). Funding was provided by: NA24OARX432C0009.
DOI: 10.60521/332711
title: Dive Documentation acquired during E/V Nautilus expedition NA174 (2025)

description: This data set was acquired with a Navigation System on ROV Hercules during E/V Nautilus expedition NA174 conducted in 2025. These data files are of Text File (ASCII) format and include Documentation. Data were acquired as part of the project: NOAA Ocean Exploration Cooperative Institute (OECI). Funding was provided by: NA24OARX432C0009.
DOI: 10.60521/332712
title: Processed Google Earth Visualization Data acquired during E/V Nautilus expedition NA174 (2025)

description: This data set was acquired with a Navigation System on ROV Hercules during E/V Nautilus expedition NA174 conducted in 2025. These data files are of Google Earth (KML/KMZ) format and include Google Earth Visualization data that were processed after acquisition. Data were acquired as part of the project: NOAA Ocean Exploration Cooperative Institute (OECI). Funding was provided by: NA24OARX432C0009.
DOI: 10.60521/332713
title: Dive Documentation acquired during E/V Nautilus expedition NA174 (2025)

description: This data set was acquired with an Ocean Exploration Trust Hercules Event Logger on ROV Hercules during E/V Nautilus expedition NA174 conducted in 2025. These data files are of PDF format and include Documentation. Data were acquired as part of the project: NOAA Ocean Exploration Cooperative Institute (OECI). Funding was provided by: NA24OARX432C0009.
DOI: 10.60521/332714
title: Dive Documentation acquired during E/V Nautilus expedition NA174 (2025)

description: This data set was acquired with an Ocean Exploration Trust Hercules Event Logger on ROV Hercules during E/V Nautilus expedition NA174 conducted in 2025. These data files are of Text File (ASCII) format and include Documentation. Data were acquired as part of the project: NOAA Ocean Exploration Cooperative Institute (OECI). Funding was provided by: NA24OARX432C0009.
DOI: 10.71819/wy424x
title: Coleção de Plecoptera do MZSUP

description: Coleção de Plecoptera do Museu de Zoologia da Universidade de São Paulo
DOI: 10.25934/pr00012597.0
title: Available datapackage for study 'Obesity Health Disparities Research Center (OHDRC) COVID-19 Testing Model Among Vulnerable Populations From Community Engagement to Follow-Up'

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.5281/zenodo.17772030
title: Frilingou_et_al_2025_FF55_NECP_dataset

description: This dataset contains the underlying input data, modelling results, and figures for the journal article on Cost-optimal vs. policy-driven scenarios for a decarbonised European energy system by Frilingou et al., 2025. Version 2 updates the data, code, scripts, and figures after adapting GCAM-Europe to remove the scale-up treatment of biofuels and re-ran the analysis. Version 3 features minor code updates.
DOI: 10.17605/osf.io/9asmk
title: IJHS_Manuscript_Data_and_Code

description: This project contains supplemental material for an IJHS article. 

Contents include:
-Description of all uploaded files
-Data used in the study
-Code used in the study
DOI: 10.71819/srsong
title: Coleção de Phthiraptera do MZUSP

description: Coleção de Phthiraptera do Museu de Zoologia da Universidade de São Paulo
DOI: 10.25934/pr00012487.0
title: Available datapackage for study 'COVID-19 Testing in Underserved and Vulnerable Populations Receiving Care in San Diego Community Health Centers'

description: As part of National Institutes of Health Rapid Acceleration of Diagnostics-Underserved Populations (RADx-UP) program, the goal of the RADxUP study is to develop, test, and evaluate a rapid, scalable capacity building project to enhance COVID-19 testing in three regional community health centers (CHCs) in San Diego County, California. In collaboration with CHC partners, their consortium organization, Health Quality Partners (HQP), investigators are pursuing the following Specific Aims: 1) Compare the effectiveness of automated calls vs text messaging for uptake of COVID-19 testing among asymptomatic adult patients with select medical conditions and those 65 years of age and older receiving care at participating CHCs. Secondarily, investigators will invite all study participants to receive flu vaccination and will assess feasibility and acceptability of study participants to refer adult family household members who are essential workers for COVID-19 testing. 2) Gather patient, provider, CHC leadership, and community stakeholder insights to establish best practices for future scale-up of COVID-19 testing sustainability and vaccination.
DOI: 10.25934/pr00012598.0
title: Available datapackage for study 'SARS-CoV-2 Screening and Diagnostic Testing for Return to K-12 Schools'

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.
DOI: 10.5281/zenodo.18474915
title: Dados da dissertação
title: dissertacao_replicacao

description: Dados da dissertação com tema: Centralizar ou descentralizar? Efeitos da partilha de poder institucional sobre a capacidade administrativa do Estado na América latina (1990-2015).
DOI: 10.5281/zenodo.18474916
title: Dados da dissertação
title: dissertacao_replicacao

description: Dados da dissertação com tema: Centralizar ou descentralizar? Efeitos da partilha de poder institucional sobre a capacidade administrativa do Estado na América latina (1990-2015).
DOI: 10.5281/zenodo.18474853
title: IODP Expedition 317 Rig instrumentation

description: Operational rig information data were measured using a variety of sensors and compiled using the RigWatch software package. Approximately 50 channels of drilling/coring data are captured in real time during the expedition. Data are presented as ASCII files extracted from the proprietary RigWatch data files and are presented by expedition. RigWatch data in time or depth domain can be imported into graphics and analysis programs to be merged and correlated with core physical properties data to enhance assessment of poor core recovery intervals.
DOI: 10.5281/zenodo.18474852
title: IODP Expedition 317 Rig instrumentation

description: Operational rig information data were measured using a variety of sensors and compiled using the RigWatch software package. Approximately 50 channels of drilling/coring data are captured in real time during the expedition. Data are presented as ASCII files extracted from the proprietary RigWatch data files and are presented by expedition. RigWatch data in time or depth domain can be imported into graphics and analysis programs to be merged and correlated with core physical properties data to enhance assessment of poor core recovery intervals.
DOI: 10.5517/cc6g5b4
title: CCDC 192365: Experimental Crystal Structure Determination

description: Related Article: I.Chakraborty, S.Sengupta, S.Das, S.Banerjee, A.Chakravorty|2003|Dalton Trans.||134|doi:10.1039/b208338h
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/cc6g5c5
title: CCDC 192366: Experimental Crystal Structure Determination

description: Related Article: I.Chakraborty, S.Sengupta, S.Das, S.Banerjee, A.Chakravorty|2003|Dalton Trans.||134|doi:10.1039/b208338h
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/cc6g5d6
title: CCDC 192367: Experimental Crystal Structure Determination

description: Related Article: I.Chakraborty, S.Sengupta, S.Das, S.Banerjee, A.Chakravorty|2003|Dalton Trans.||134|doi:10.1039/b208338h
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/cc6g5f7
title: CCDC 192368: Experimental Crystal Structure Determination

description: Related Article: I.Chakraborty, S.Sengupta, S.Das, S.Banerjee, A.Chakravorty|2003|Dalton Trans.||134|doi:10.1039/b208338h
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.cc21322b
title: CCDC 1879780: Experimental Crystal Structure Determination

description: Related Article: John Nicolson Low, James Wardell|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.cc20z38d
title: CCDC 1875973: Experimental Crystal Structure Determination

description: Related Article: Guan-Wu Wang, Xing-Xing Yan, Bairu Li, Hao-Sheng Lin, Fei Jin, Chuang Niu, Kaiqing Liu, Shangfeng Yang|2021|CSD Communication|||
description: Related Article: Xing-Xing Yan,Bairu Li, Hao-Sheng Lin, Fei Jin, Chuang Niu, Kai-Qing Liu, Guan-Wu Wang, Shangfeng Yang |2020|Research|2020||doi:10.34133/2020/2059190
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.cc23rqm7
title: CCDC 1959219: Experimental Crystal Structure Determination

description: Related Article: Dan-Dan Yang|2019|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.cc23t6kq
title: CCDC 1960643: Experimental Crystal Structure Determination

description: Related Article: Bing Wang, Yao Liu, YuZhen Zhao, EnZhou Liu, Zhuo Li, ZongCheng Miao|2025|Adv.Funct.Mater.|35|2507648|doi:10.1002/adfm.202507648
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.cc24553m
title: CCDC 1971169: Experimental Crystal Structure Determination

description: Related Article: Jie Wang, Ya-Nan Yu, Rou Huang, Ce Wang, Zheng Yin|2024|Inorg.Chem.Commun.|167|112794|doi:10.1016/j.inoche.2024.112794
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.cc24c18v
title: CCDC 1976816: Experimental Crystal Structure Determination

description: Related Article: Low, John Nicolson, McArdle, Patrick, Wardell, James|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.cc24c1j3
title: CCDC 1976824: Experimental Crystal Structure Determination

description: Related Article: John Nicolson Low, Patrick McArdle, James Wardell|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: 10.25934/pr00012599.0
title: Available datapackage for study 'A Dynamic COVID-19 Community-Engaged Testing Strategy in Alabama (COVID COMET AL)'

description: Vivli is an independent, non-profit organization that has developed a global data-sharing and analytics platform to serve all elements of the international research community. Our mission is to promote, coordinate, and facilitate scientific sharing and reuse of clinical research data through the creation and implementation of a sustainable global data-sharing enterprise. The Vivli platform includes an independent data repository, in-depth search engine and a cloud-based, secure analytics platform.