cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.35077/add-ski
title: Female_1_5to6_days_anterior_1: Image stack of a wild type Canton S fly head (anterior)

description: Image stacks of wild type Canton S fly heads using white light illumination. These images were used to classify and quantify the head bristles (mechanosensory structures). The processed images are published in Figure 1 and Figure 1 – figure supplements 1-2 of the manuscript “Somatotopic organization among parallel sensory pathways that promote a grooming sequence in Drosophila (https://doi.org/10.1101/2023.02.11.528119)”. The stacks used to produce these images are organized based on gender, individual (e.g. Fly_1 and Fly_2), and head orientation (e.g. anterior and posterior).
description: A full protocol describing this work is available in the associated manuscript at manuscript “Somatotopic organization among parallel sensory pathways that promote a grooming sequence in Drosophila (https://doi.org/10.1101/2023.02.11.528119)”.
description: DATASET METADATA: title:'Female_1_5to6_days_anterior_1: Image stack of a wild type Canton S fly head (anterior)', GeneralModality:'other', Technique:'other', Other:'bright field' SPECIMEN METADATA: LocalID:'Female_1_5to6_days_anterior_1', Species:'Fruit fly', NCBITaxonomy:'NCBI:txid7227', Age:'5 to 6', Ageunit:'Days', Sex:'Male', Genotype:'Canton S (wild type)', OrganName:'Peripheral', SampleLocalID:'Female_1_5to6_days_anterior_1', Locations:'Peripheral' INSTRUMENT METADATA: MicroscopeType:'Confocal', MicroscopeManufacturerAndModel:'Zeiss Axio Examiner D1', ObjectiveName:'Zeiss 10x objective (Achroplan 10x/0.25) ', ObjectiveNA:'0.25', ObjectiveMagnification:'10x' IMAGE METADATA: xAxis:'left-to-right', yAxis:'left-to-right', zAxis:'left-to-right', Number:'white', displayColor:'white', stepSizeX:'0.432129', stepSizeY:'0.432129'
DOI: 10.5281/zenodo.8192748
title: clione_limacina_spades_01.fasta.gz

description: .
DOI: 10.5281/zenodo.8192747
title: clione_limacina_spades_01.fasta.gz

description: .
DOI: 10.35077/add-sky
title: Female_1_5to6_days_anterior_2: Image stack of a wild type Canton S fly head (anterior)

description: Image stacks of wild type Canton S fly heads using white light illumination. These images were used to classify and quantify the head bristles (mechanosensory structures). The processed images are published in Figure 1 and Figure 1 – figure supplements 1-2 of the manuscript “Somatotopic organization among parallel sensory pathways that promote a grooming sequence in Drosophila (https://doi.org/10.1101/2023.02.11.528119)”. The stacks used to produce these images are organized based on gender, individual (e.g. Fly_1 and Fly_2), and head orientation (e.g. anterior and posterior).
description: A full protocol describing this work is available in the associated manuscript at manuscript “Somatotopic organization among parallel sensory pathways that promote a grooming sequence in Drosophila (https://doi.org/10.1101/2023.02.11.528119)”.
description: DATASET METADATA: title:'Female_1_5to6_days_anterior_2: Image stack of a wild type Canton S fly head (anterior)', GeneralModality:'other', Technique:'other', Other:'bright field' SPECIMEN METADATA: LocalID:'Female_1_5to6_days_anterior_2', Species:'Fruit fly', NCBITaxonomy:'NCBI:txid7227', Age:'5 to 6', Ageunit:'Days', Sex:'Female', Genotype:'Canton S (wild type)', OrganName:'Peripheral', SampleLocalID:'Female_1_5to6_days_anterior_2', Locations:'Peripheral' INSTRUMENT METADATA: MicroscopeType:'Confocal', MicroscopeManufacturerAndModel:'Zeiss Axio Examiner D1', ObjectiveName:'Zeiss 10x objective (Achroplan 10x/0.25) ', ObjectiveNA:'0.25', ObjectiveMagnification:'10x' IMAGE METADATA: xAxis:'left-to-right', yAxis:'left-to-right', zAxis:'left-to-right', Number:'white', displayColor:'white', stepSizeX:'0.432129', stepSizeY:'0.432129'
DOI: 10.13140/rg.2.2.22719.89765
title: اکتشاف مواد معدنی غیر فلزی
DOI: 10.5281/zenodo.8023763
title: Topology optimization dataset

description: Dataset of topology optimization problems in 50x140 2D meshes. It was used to train machine learning models to accelerate topology optimization. Each sample contains: Binary definition of supports Sparse definitions of position and components of two point loads Volume fraction Von Mises and strain energy density fields of initial FEA solution Final topology Other than the dataset, contains files related to data filtering, and checkpoints of the trained generative adversarial networks.
DOI: 10.5281/zenodo.8023764
title: Topology optimization dataset

description: Dataset of topology optimization problems in 50x140 2D meshes. It was used to train machine learning models to accelerate topology optimization. Each sample contains: Binary definition of supports Sparse definitions of position and components of two point loads Volume fraction Von Mises and strain energy density fields of initial FEA solution Final topology Other than the dataset, contains files related to data filtering, and checkpoints of the trained generative adversarial networks.
DOI: 10.5281/zenodo.8191138
title: Topology optimization dataset

description: Dataset of topology optimization problems in 50x140 2D meshes. It was used to train machine learning models to accelerate topology optimization. Each sample contains: Binary definition of supports Sparse definitions of position and components of two point loads Volume fraction Von Mises and strain energy density fields of initial FEA solution Final topology Other than the dataset, contains files related to data filtering, and checkpoints of the trained generative adversarial networks.
DOI: 10.35077/add-sly
title: Female_1_5to6_days_dorsal: Image stack of a wild type Canton S fly head (dorsal)

description: Image stacks of wild type Canton S fly heads using white light illumination. These images were used to classify and quantify the head bristles (mechanosensory structures). The processed images are published in Figure 1 and Figure 1 – figure supplements 1-2 of the manuscript “Somatotopic organization among parallel sensory pathways that promote a grooming sequence in Drosophila (https://doi.org/10.1101/2023.02.11.528119)”. The stacks used to produce these images are organized based on gender, individual (e.g. Fly_1 and Fly_2), and head orientation (e.g. anterior and posterior).
description: A full protocol describing this work is available in the associated manuscript at manuscript “Somatotopic organization among parallel sensory pathways that promote a grooming sequence in Drosophila (https://doi.org/10.1101/2023.02.11.528119)”.
description: DATASET METADATA: title:'Female_1_5to6_days_dorsal: Image stack of a wild type Canton S fly head (dorsal)', GeneralModality:'other', Technique:'other', Other:'bright field' SPECIMEN METADATA: LocalID:'Female_1_5to6_days_dorsal', Species:'Fruit fly', NCBITaxonomy:'NCBI:txid7227', Age:'5 to 6', Ageunit:'Days', Sex:'Female', Genotype:'Canton S (wild type)', OrganName:'Peripheral', SampleLocalID:'Female_1_5to6_days_dorsal', Locations:'Peripheral' INSTRUMENT METADATA: MicroscopeType:'Confocal', MicroscopeManufacturerAndModel:'Zeiss Axio Examiner D1', ObjectiveName:'Zeiss 10x objective (Achroplan 10x/0.25) ', ObjectiveNA:'0.25', ObjectiveMagnification:'10x' IMAGE METADATA: xAxis:'left-to-right', yAxis:'left-to-right', zAxis:'left-to-right', Number:'white', displayColor:'white', stepSizeX:'0.432129', stepSizeY:'0.432129'
DOI: 10.35077/add-sob
title: Female_1_5to6_days_posterior_1: Image stack of a wild type Canton S fly head (posterior)

description: Image stacks of wild type Canton S fly heads using white light illumination. These images were used to classify and quantify the head bristles (mechanosensory structures). The processed images are published in Figure 1 and Figure 1 – figure supplements 1-2 of the manuscript “Somatotopic organization among parallel sensory pathways that promote a grooming sequence in Drosophila (https://doi.org/10.1101/2023.02.11.528119)”. The stacks used to produce these images are organized based on gender, individual (e.g. Fly_1 and Fly_2), and head orientation (e.g. anterior and posterior).
description: A full protocol describing this work is available in the associated manuscript at manuscript “Somatotopic organization among parallel sensory pathways that promote a grooming sequence in Drosophila (https://doi.org/10.1101/2023.02.11.528119)”.
description: DATASET METADATA: title:'Female_1_5to6_days_posterior_1: Image stack of a wild type Canton S fly head (posterior)', GeneralModality:'other', Technique:'other', Other:'bright field' SPECIMEN METADATA: LocalID:'Female_1_5to6_days_posterior_1', Species:'Fruit fly', NCBITaxonomy:'NCBI:txid7227', Age:'5 to 6', Ageunit:'Days', Sex:'Female', Genotype:'Canton S (wild type)', OrganName:'Peripheral', SampleLocalID:'Female_1_5to6_days_posterior_1', Locations:'Peripheral' INSTRUMENT METADATA: MicroscopeType:'Confocal', MicroscopeManufacturerAndModel:'Zeiss Axio Examiner D1', ObjectiveName:'Zeiss 10x objective (Achroplan 10x/0.25) ', ObjectiveNA:'0.25', ObjectiveMagnification:'10x' IMAGE METADATA: xAxis:'left-to-right', yAxis:'left-to-right', zAxis:'left-to-right', Number:'white', displayColor:'white', stepSizeX:'0.432129', stepSizeY:'0.432129'
DOI: 10.6084/m9.figshare.21102000
title: Genotype × Environment Interaction Analysis for Yield Stability of Hybrid Cotton Across Production Environments Through Multiple Biometrical Tools

description: The expected gains in the productivity and sustainability of cotton cultivars across environmental spectra may face many challenges. To address this issue, a set of 572 cotton accessions, including 284 F1 hybrids along with their parental lines and checks, were evaluated and compared across multiple test environments. Popular biometrical tools viz; best linear unbiased prediction (BLUP), additive main effects and multiplicative interaction (AMMI) and genotype main effects and genotype × environment interaction effects (GGE) were utilized for reliable estimation graphical depiction of GEI effects. The first two interaction coordinates as principal components in BLUP, AMMI, and GGE biplots explained the maximum proportion of GEI regarding seed cotton yield. The contrasting environments did not cluster together, thus revealing their varying influences on the genotypes. A set of 44 F1 hybrids featuring higher stability, 46 with higher adaptability, and 5 F1 hybrids exhibited higher stability, adaptability, and highest seed cotton yield across the investigated environments simultaneously. F1 hybrids of cotton were concluded as more stable and adaptable regarding seed cotton yield across environments. Accordingly, switching from line to hybrid breeding could enable a cotton breeding program to address the broader issue of growing this crop in a wide range of target environments.
DOI: 10.6084/m9.figshare.21102000.v1
title: Genotype × Environment Interaction Analysis for Yield Stability of Hybrid Cotton Across Production Environments Through Multiple Biometrical Tools

description: The expected gains in the productivity and sustainability of cotton cultivars across environmental spectra may face many challenges. To address this issue, a set of 572 cotton accessions, including 284 F1 hybrids along with their parental lines and checks, were evaluated and compared across multiple test environments. Popular biometrical tools viz; best linear unbiased prediction (BLUP), additive main effects and multiplicative interaction (AMMI) and genotype main effects and genotype × environment interaction effects (GGE) were utilized for reliable estimation graphical depiction of GEI effects. The first two interaction coordinates as principal components in BLUP, AMMI, and GGE biplots explained the maximum proportion of GEI regarding seed cotton yield. The contrasting environments did not cluster together, thus revealing their varying influences on the genotypes. A set of 44 F1 hybrids featuring higher stability, 46 with higher adaptability, and 5 F1 hybrids exhibited higher stability, adaptability, and highest seed cotton yield across the investigated environments simultaneously. F1 hybrids of cotton were concluded as more stable and adaptable regarding seed cotton yield across environments. Accordingly, switching from line to hybrid breeding could enable a cotton breeding program to address the broader issue of growing this crop in a wide range of target environments.
DOI: 10.35077/add-soy
title: Female_1_5to6_days_posterior_2: Image stack of a wild type Canton S fly head (posterior)

description: Image stacks of wild type Canton S fly heads using white light illumination. These images were used to classify and quantify the head bristles (mechanosensory structures). The processed images are published in Figure 1 and Figure 1 – figure supplements 1-2 of the manuscript “Somatotopic organization among parallel sensory pathways that promote a grooming sequence in Drosophila (https://doi.org/10.1101/2023.02.11.528119)”. The stacks used to produce these images are organized based on gender, individual (e.g. Fly_1 and Fly_2), and head orientation (e.g. anterior and posterior).
description: A full protocol describing this work is available in the associated manuscript at manuscript “Somatotopic organization among parallel sensory pathways that promote a grooming sequence in Drosophila (https://doi.org/10.1101/2023.02.11.528119)”.
description: DATASET METADATA: title:'Female_1_5to6_days_posterior_2: Image stack of a wild type Canton S fly head (posterior)', GeneralModality:'other', Technique:'other', Other:'bright field' SPECIMEN METADATA: LocalID:'Female_1_5to6_days_posterior_2', Species:'Fruit fly', NCBITaxonomy:'NCBI:txid7227', Age:'5 to 6', Ageunit:'Days', Sex:'Female', Genotype:'Canton S (wild type)', OrganName:'Peripheral', SampleLocalID:'Female_1_5to6_days_posterior_2', Locations:'Peripheral' INSTRUMENT METADATA: MicroscopeType:'Confocal', MicroscopeManufacturerAndModel:'Zeiss Axio Examiner D1', ObjectiveName:'Zeiss 10x objective (Achroplan 10x/0.25) ', ObjectiveNA:'0.25', ObjectiveMagnification:'10x' IMAGE METADATA: xAxis:'left-to-right', yAxis:'left-to-right', zAxis:'left-to-right', Number:'white', displayColor:'white', stepSizeX:'0.432129', stepSizeY:'0.432129'
DOI: 10.13140/rg.2.2.17267.30244
title: پاور پوینت اکتشاف غیر فلزی بدون توضیحات تجربی کلاس
DOI: 10.5281/zenodo.7730736
title: Supplemental Table S1

description: <strong>Table S1.</strong> Genome wide SNP markers divergent between SHR-A3 and Sprague-Dawley rats and used for speed congenic creation of SHR-A3-IGHKO.
DOI: 10.5281/zenodo.7643636
title: Does size matter? Quality assessment of the size property in research data repositories

description: Code and data for master's thesis on quality assessment of the size property in research data repositories. Research questions: For what semantic concepts is the size property of repositories being used? What kind of quality factors can be detected when assessing the size property in a registry for research data repositories? Which automated and intellectual measures can improve the quality of the size property? Method 1: Data analysis of size and related properties over all re3data records Property selection Data extraction from API Data normalization Typing of patterns: mainly units of size Analysis: ~quantitative, mainly univariate, but also some multivariate / time [Included in the publication: Method 2: Case Study of size in individual repositories Repository selection: purposive sampling Data capture from GUI / API Analysis: ~qualitative]
DOI: 10.5281/zenodo.7730735
title: Supplemental Table S1

description: <strong>Table S1.</strong> Genome wide SNP markers divergent between SHR-A3 and Sprague-Dawley rats and used for speed congenic creation of SHR-A3-IGHKO.
DOI: 10.6084/m9.figshare.23800065
title: Readme.pdf

description: Statement
DOI: 10.35077/add-spa
title: Female_1_5to6_days_ventral: Image stack of a wild type Canton S fly head (ventral)

description: Image stacks of wild type Canton S fly heads using white light illumination. These images were used to classify and quantify the head bristles (mechanosensory structures). The processed images are published in Figure 1 and Figure 1 – figure supplements 1-2 of the manuscript “Somatotopic organization among parallel sensory pathways that promote a grooming sequence in Drosophila (https://doi.org/10.1101/2023.02.11.528119)”. The stacks used to produce these images are organized based on gender, individual (e.g. Fly_1 and Fly_2), and head orientation (e.g. anterior and posterior).
description: A full protocol describing this work is available in the associated manuscript at manuscript “Somatotopic organization among parallel sensory pathways that promote a grooming sequence in Drosophila (https://doi.org/10.1101/2023.02.11.528119)”.
description: DATASET METADATA: title:'Female_1_5to6_days_ventral: Image stack of a wild type Canton S fly head (ventral)', GeneralModality:'other', Technique:'other', Other:'bright field' SPECIMEN METADATA: LocalID:'Female_1_5to6_days_ventral', Species:'Fruit fly', NCBITaxonomy:'NCBI:txid7227', Age:'5 to 6', Ageunit:'Days', Sex:'Female', Genotype:'Canton S (wild type)', OrganName:'Peripheral', SampleLocalID:'Female_1_5to6_days_ventral', Locations:'Peripheral' INSTRUMENT METADATA: MicroscopeType:'Confocal', MicroscopeManufacturerAndModel:'Zeiss Axio Examiner D1', ObjectiveName:'Zeiss 10x objective (Achroplan 10x/0.25) ', ObjectiveNA:'0.25', ObjectiveMagnification:'10x' IMAGE METADATA: xAxis:'left-to-right', yAxis:'left-to-right', zAxis:'left-to-right', Number:'white', displayColor:'white', stepSizeX:'0.432129', stepSizeY:'0.432129'
DOI: 10.5281/zenodo.7643637
title: Does size matter? Quality assessment of the size property in research data repositories

description: Code and data for master's thesis on quality assessment of the size property in research data repositories. Research questions: For what semantic concepts is the size property of repositories being used? What kind of quality factors can be detected when assessing the size property in a registry for research data repositories? Which automated and intellectual measures can improve the quality of the size property? Method 1: Data analysis of size and related properties over all re3data records Property selection Data extraction from API Data normalization Typing of patterns: mainly units of size Analysis: ~quantitative, mainly univariate, but also some multivariate / time [Included in the publication: Method 2: Case Study of size in individual repositories Repository selection: purposive sampling Data capture from GUI / API Analysis: ~qualitative]
DOI: 10.35077/add-spy
title: Female_2_5to6_days_anterior: Image stack of a wild type Canton S fly head (anterior)

description: Image stacks of wild type Canton S fly heads using white light illumination. These images were used to classify and quantify the head bristles (mechanosensory structures). The processed images are published in Figure 1 and Figure 1 – figure supplements 1-2 of the manuscript “Somatotopic organization among parallel sensory pathways that promote a grooming sequence in Drosophila (https://doi.org/10.1101/2023.02.11.528119)”. The stacks used to produce these images are organized based on gender, individual (e.g. Fly_1 and Fly_2), and head orientation (e.g. anterior and posterior).
description: A full protocol describing this work is available in the associated manuscript at manuscript “Somatotopic organization among parallel sensory pathways that promote a grooming sequence in Drosophila (https://doi.org/10.1101/2023.02.11.528119)”.
description: DATASET METADATA: title:'Female_2_5to6_days_anterior: Image stack of a wild type Canton S fly head (anterior)', GeneralModality:'other', Technique:'other', Other:'bright field' SPECIMEN METADATA: LocalID:'Female_2_5to6_days_anterior', Species:'Fruit fly', NCBITaxonomy:'NCBI:txid7227', Age:'5 to 6', Ageunit:'Days', Sex:'Female', Genotype:'Canton S (wild type)', OrganName:'Peripheral', SampleLocalID:'Female_2_5to6_days_anterior', Locations:'Peripheral' INSTRUMENT METADATA: MicroscopeType:'Confocal', MicroscopeManufacturerAndModel:'Zeiss Axio Examiner D1', ObjectiveName:'Zeiss 10x objective (Achroplan 10x/0.25) ', ObjectiveNA:'0.25', ObjectiveMagnification:'10x' IMAGE METADATA: xAxis:'left-to-right', yAxis:'left-to-right', zAxis:'left-to-right', Number:'white', displayColor:'white', stepSizeX:'0.432129', stepSizeY:'0.432129'
DOI: 10.6084/m9.figshare.21170812
title: Appendix QCA Data for Chapter: The Perceived Dilemma between Debt Reduction and a Fair Society: Saving for a Rainy Day without Increasing Poverty?

description: Supplementary data for chapter "The Perceived Dilemma between Debt Reduction and a Fair Society: Saving for a Rainy Day without Increasing Poverty?". Authors: J. Sowula & M. Seeleib-Kaiser, in: B. Greve (2023) <em>Welfare States in a Turbulent Era. </em>Edward Elgar, 48-70.
DOI: 10.6084/m9.figshare.21170812.v1
title: Appendix QCA Data for Chapter: The Perceived Dilemma between Debt Reduction and a Fair Society: Saving for a Rainy Day without Increasing Poverty?

description: Supplementary data for chapter "The Perceived Dilemma between Debt Reduction and a Fair Society: Saving for a Rainy Day without Increasing Poverty?". Authors: J. Sowula & M. Seeleib-Kaiser, in: B. Greve (2023) <em>Welfare States in a Turbulent Era. </em>Edward Elgar, 48-70.
DOI: 10.6084/m9.figshare.23799774
title: Random data 5GB

description: Random data as a test. It will be deleted.
DOI: 10.35077/add-tab
title: Female_2_5to6_days_dorsal: Image stack of a wild type Canton S fly head (dorsal)

description: Image stacks of wild type Canton S fly heads using white light illumination. These images were used to classify and quantify the head bristles (mechanosensory structures). The processed images are published in Figure 1 and Figure 1 – figure supplements 1-2 of the manuscript “Somatotopic organization among parallel sensory pathways that promote a grooming sequence in Drosophila (https://doi.org/10.1101/2023.02.11.528119)”. The stacks used to produce these images are organized based on gender, individual (e.g. Fly_1 and Fly_2), and head orientation (e.g. anterior and posterior).
description: A full protocol describing this work is available in the associated manuscript at manuscript “Somatotopic organization among parallel sensory pathways that promote a grooming sequence in Drosophila (https://doi.org/10.1101/2023.02.11.528119)”.
description: DATASET METADATA: title:'Female_2_5to6_days_dorsal: Image stack of a wild type Canton S fly head (dorsal)', GeneralModality:'other', Technique:'other', Other:'bright field' SPECIMEN METADATA: LocalID:'Female_2_5to6_days_dorsal', Species:'Fruit fly', NCBITaxonomy:'NCBI:txid7227', Age:'5 to 6', Ageunit:'Days', Sex:'Female', Genotype:'Canton S (wild type)', OrganName:'Peripheral', SampleLocalID:'Female_2_5to6_days_dorsal', Locations:'Peripheral' INSTRUMENT METADATA: MicroscopeType:'Confocal', MicroscopeManufacturerAndModel:'Zeiss Axio Examiner D1', ObjectiveName:'Zeiss 10x objective (Achroplan 10x/0.25) ', ObjectiveNA:'0.25', ObjectiveMagnification:'10x' IMAGE METADATA: xAxis:'left-to-right', yAxis:'left-to-right', zAxis:'left-to-right', Number:'white', displayColor:'white', stepSizeX:'0.432129', stepSizeY:'0.432129'
DOI: 10.13140/rg.2.2.18945.02403
title: Address of my blog "THE AGE OF MORAL ARIDITY AND INSENSITIVITY" - https://ethicsacademy.co.in/blog-the-creative-impulse/
DOI: 10.13140/rg.2.2.32366.79686
title: Address of my blog "THE AGE OF MORAL ARIDITY AND INSENSITIVITY" - https://ethicsacademy.co.in/blog-the-creative-impulse/