cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17903/fk2/gbisoh
title: Social Protection responses to Forced Displacement

description: The aim of the Social Protection Responses to Forced Displacement programme is to better understand effective mechanisms for linking social protection programmes and humanitarian assistance. By providing clearer guidance about when, how and why different linkages might be considered, the project will develop the theory, evidence base and operational guidance on how social protection systems and humanitarian systems can work together to meet the needs of those affected by displacement crises, including not only the displaced but vulnerable households in their host communities as well. The research is grounded in three country contexts with a total of six study sites that present different contexts of displacement and humanitarian response: Greece (Athens and Ioannina) Colombia (Bogotá and Cúcuta) Cameroon (far north and east) The project is led by ODI in close collaboration with the Centre for Applied Social Sciences Research and Training (CASS-RT) in Cameroon, the School of Government at the University of Los Andes in Colombia and the National Centre for Social Research (EKKE) in Greece. This work is part of the programme ‘Building the Evidence on Protracted Forced Displacement: A Multi-Stakeholder Partnership’. It is funded by the United Kingdom’s Foreign, Commonwealth and Development Office (FCDO), is managed by the World Bank Group (WBG) and was established in partnership with the United Nations High Commissioner for Refugees (UNHCR). The programme aims to expand global knowledge on forced displacement by funding quality research and disseminating results for the use of practitioners and policy makers.
DOI: 10.34740/kaggle/dsv/6972924
title: 🤗 Complete HuggingFace model catalogue
DOI: 10.23728/b2share.e740f2df462440438d75a8ce073cebe4
title: Gesäuse-Johnsbachtal - Austria, Basic Services Provision

description: Basic Services Provision: Education, Health, Social Welfare
DOI: 10.6084/m9.figshare.24564484.v2
title: R-Markdown

description: R-Markdown of the Master's Thesis. Containing information about the methods used. Preparation of data layersCreation of SDMs with MaxEntProcessing of Data
DOI: 10.6084/m9.figshare.24565033
title: <b>The Evolutionary Puzzle: Uncovering the Adaptability of Parasitic Insects through Lipid Synthesis</b>

description: Raw data on lipidomics, isotope labeling, and development by biology in manuscripts
DOI: 10.6084/m9.figshare.24565033.v1
title: <b>The Evolutionary Puzzle: Uncovering the Adaptability of Parasitic Insects through Lipid Synthesis</b>

description: Raw data on lipidomics, isotope labeling, and development by biology in manuscripts
DOI: 10.34740/kaggle/dsv/6972967
title: 🤗 Complete HuggingFace model catalogue
DOI: 10.17632/ytd85fvfdn.1
title: Creating an intelligent bedroom for children

description: The three authors have realized the paper together. A work that serves smart home and bedroom accommodation for children.
DOI: 10.5281/zenodo.10133151
title: Processed data for a Slocum ocean glider campaign in the Gulf of Lion, Mediterranean Sea, 2021

description: The data set was measured in the Gulf of Lion by a Slocum glider in February 2021.  It includes processed data from a CTD and a turbulence microstructure package.
DOI: 10.21338/cron2w1e01_1
title: CRONOS2 Wave 1 edition 1.1
DOI: 10.34740/kaggle/ds/3938888
title: 🤗 Complete HuggingFace model catalogue
DOI: 10.17632/n65jt7nf23.1
title: Walby Lake Data for MS: "Population-level immunologic variation in wild threespine stickleback (Gasterosteus aculeatus)"

description: Tag-Seq data from infected vs. uninfected (with the cestode S. solidus) threespine stickleback (Gasterosteus aculeatus) from Walby Lake in Alaska (USA). RNA was extracted from wild-caught fish headkidneys using the RNeasy Mini Kit (Qiagen, Hilden, Germany). Preprint of the paper the data was collected for: https://www.biorxiv.org/content/10.1101/2023.07.18.547692v1 https://doi.org/10.1101/2023.07.18.547692
DOI: 10.17632/cdrswvkdtw.1
title: Supplementary Material Data - Review - Preston and Marples

description: Supplementary material data for: Novel Foods and the Foraging Strategies that Deal with Them
DOI: 10.17632/cdrswvkdtw.2
title: Supplementary Material Data - Review

description: Supplementary material data for: Novel Foods and the Foraging Strategies that Deal with Them
DOI: 10.17630/ff413c1a-3670-427f-9f3f-670518b172b6
title: Data underpinning: Three-photon light-sheet fluorescence microscopy

description: Research data related to publication: Three-photon light-sheet fluorescence microscopy.

The data files are not yet publicly available. Enquiries and requests for data should be directed to the publication's corresponding authors.
DOI: 10.5281/zenodo.8043470
title: Replication Package for  "A Characterization of Datasets for Vulnerability Prediction Studies"

description: The present upload constitute the Replicability Package for the "A Characterization of Datasets for Vulnerability Prediction Studies" paper.
DOI: 10.5281/zenodo.8043471
title: Replication Package for  "A Characterization of Datasets for Vulnerability Prediction Studies"

description: The present upload constitute the Replicability Package for the "A Characterization of Datasets for Vulnerability Prediction Studies" paper.
DOI: 10.17632/jhsfjgnzv8.1
title: Bile acids and risk of adverse cardiovascular events and all-cause mortality in patients with acute coronary syndrome

description: To examine associations of primary and secondary BAs with risk of cardiovascular events and all-cause mortality in ACS. A panel of 10 BAs consisting of primary and secondary BAs, was significantly associated with increased risk of MACE. Furthermore, 4 BAs were associated with all-cause mortality.
DOI: 10.17632/pbgt7fcw9s.1
title: One instance of PRI Sound

description: Abstract Pulse repetition interval modulation (PRIM) is integral to radar identification in modern electronic support measure (ESM) and electronic intelligence (ELINT) systems. Various distortions, including missing pulses, spurious pulses, unintended jitters, and noise from radar antenna scans, often hinder the accurate recognition of PRIM. This research introduces a novel three-stage approach for PRIM recognition, emphasizing the innovative use of PRI sound. A transfer learning-aided deep convolutional neural network (DCNN) is initially used for feature extraction. This is followed by an extreme learning machine (ELM) for real-time PRIM classification. Finally, a gray wolf optimizer (GWO) refines the network's robustness. To evaluate the proposed method, we develop a real experimental dataset consisting of sound of six common PRI patterns. We utilized eight pre-trained DCNN architectures for evaluation, with VGG16 and ResNet50V2 notably achieving recognition accuracies of 97.53% and 96.92%. Integrating ELM and GWO further optimized the accuracy rates to 98.80% and 97.58. This research advances radar identification by offering an enhanced method for PRIM recognition, emphasizing the potential of PRI sound to address real-world distortions in ESM and ELINT systems.
DOI: 10.17632/km86h6jp6n.1
title: PRI-DCNN

description: Abstract Pulse repetition interval modulation (PRIM) is integral to radar identification in modern electronic support measure (ESM) and electronic intelligence (ELINT) systems. Various distortions, including missing pulses, spurious pulses, unintended jitters, and noise from radar antenna scans, often hinder the accurate recognition of PRIM. This research introduces a novel three-stage approach for PRIM recognition, emphasizing the innovative use of PRI sound. A transfer learning-aided deep convolutional neural network (DCNN) is initially used for feature extraction. This is followed by an extreme learning machine (ELM) for real-time PRIM classification. Finally, a gray wolf optimizer (GWO) refines the network's robustness. To evaluate the proposed method, we develop a real experimental dataset consisting of sound of six common PRI patterns. We utilized eight pre-trained DCNN architectures for evaluation, with VGG16 and ResNet50V2 notably achieving recognition accuracies of 97.53% and 96.92%. Integrating ELM and GWO further optimized the accuracy rates to 98.80% and 97.58. This research advances radar identification by offering an enhanced method for PRIM recognition, emphasizing the potential of PRI sound to address real-world distortions in ESM and ELINT systems.
DOI: 10.17632/c24g7sn6gj.1
title: Geochemical and mineralogical data

description: Geochemical and mineralogical data for lacustrine sediments in Member II of the Paleocene Funing Formation (E1f2) from drill core QY 1 in the Subei Basin.
DOI: 10.17632/wzgnnb4ggv.1
title: Calcium isotopic signatures of mid-ocean ridge basalts from the Central Indian Ridge and implications for recycled materials in the Indian Ocean mantle domain

description: The Ca-Sr-Nd isotopic compositions, and major and trace element concentrations of MORB samples from the CIR (1920˚S) and the adjacent Gasitao ridge.
DOI: 10.17632/5r9wzvwhmg.1
title: Rocky Lake Data for MS: "Population-level immunologic variation in wild threespine stickleback (Gasterosteus aculeatus)"

description: Tag-Seq data from infected (encysted vs. non-enczsted S. solidus) vs. uninfected threespine stickleback (Gasterosteus aculeatus) from Rocky Lake in Alaska (USA). RNA was extracted from wild-caught fish headkidneys.
DOI: 10.17632/ns3x2k6c6g.1
title: Raw data of sperm quality and NMR-detected levels of metabolites in turkey sperm cryopreservation at two different ages

description: Here we report raw data consisting of sperm quality parameters (sperm motility, viability and osmotic tolerance) and NMR-detected levels of metabolites (water and lipid-soluble constituents) measured in both fresh and cryopreserved turkey sperm collected at 44 and 56 weeks of male age.
DOI: 10.5281/zenodo.10134580
title: Example of Workflow Run RO-Crate Output in Sapporo

description: This is an archive of the contents under https://github.com/sapporo-wes/sapporo-service/tree/main/tests/ro-crate/ro-crate_dir as of version 1.5.1 of GitHub - sapporo-wes/sapporo-service. For more details, please refer to https://github.com/sapporo-wes/sapporo-service/blob/main/tests/ro-crate/README.md.
DOI: 10.5281/zenodo.10134581
title: Example of Workflow Run RO-Crate Output in Sapporo

description: This is an archive of the contents under https://github.com/sapporo-wes/sapporo-service/tree/main/tests/ro-crate/ro-crate_dir as of version 1.5.1 of GitHub - sapporo-wes/sapporo-service. For more details, please refer to https://github.com/sapporo-wes/sapporo-service/blob/main/tests/ro-crate/README.md.
DOI: 10.17632/3h7v26pb94.1
title: Early-life supplementation of Bifidobacterium infantis and 2’-fucosyllactose revives gut microbiota perturbation, intestinal development delay, and promotes immune function following the ceftriaxone challenge

description: This database contains body weight, colon crypt depth, intestinal Ki-67 ( + ) count, fecal bifidobacteria qPCR quantification, cecal short-chain fatty acids, spleen inflammatory factors, and antibody content determination results.
DOI: 10.17632/gspyzvvrhm.1
title: A Set of Non-Synthetic Test Systems of European LV Rural, LV Urban and Hybrid MV/LV Industrial Distribution Networks

description: In this article, the 3 sets of Real European test feeders: industrial which is integrated medium and low voltage, rural low voltage, and urban low voltage networks are proposed by using real data of GIS and smart meter readings obtained from a distribution company. The authors provide the real mathematical OpenDSS model of the three standards as master files with their corresponding real smart meter readings. Each of the three proposed networks has different network features. The industrial network is comprised of both medium and low voltage areas with 2888 nodes, 777 buses, and 556 lines. It addresses 165 low voltage and 27 medium voltage industrial customers using 22 distribution transformers. In the rural network, there are 18599 nodes, 4650 buses, and 4291 lines to supply 2731 end customers. While 26951 nodes, 6738 buses, and 5905 lines are found in the urban network that electrifies 35297 low voltage customers. For rural and urban networks 68 distribution transformers are used in each of the networks to address their customers with both single and three phase systems. The movement of decarbonization leads to comprise several advanced and smart devices at electricity society and enhancing the application demand response systems. Mainly, deployment of different flexible devices such as EV, heat pump, distribution generation in the distribution system takes the existing system to higher level of complication. Hence, that drives distribution grid system to enter to revolutionary transition which is digitalization of the system, to enable real time management of distribution system as it is undergoing through huge complexity. Such systems requires real mathematical model of distribution network therefore this three different test cases are developed. Majority of the existing test systems are synthetic and not representing the real system of the European network. In addition to being limited quantitative wise and for a specific problem solving, their is a lack of integrated real European testcase which incorporates both the low voltage and medium voltage networks. To fill the gap authors develop the test feeders that address industrial, rural and urban areas which is significantly important for researchers. Here, the corresponding OpenDSS model and demand profiles extracted from smart meters of each standards archived in their 'Master' and 'PQ_csv' folders, respectively. The detail description about the data set and all the development are contained in a paper with the same title of the dataset that it is under review and will be linked to this dataset.
DOI: 10.17632/gspyzvvrhm.2
title: A Set of Non-Synthetic Test Systems of European LV Rural, LV Urban and Hybrid MV/LV Industrial Distribution Networks

description: In this article, the 3 sets of Real European test feeders: industrial which is integrated medium and low voltage, rural low voltage, and urban low voltage networks are proposed by using real data of GIS and smart meter readings obtained from a distribution company. The authors provide the real mathematical OpenDSS model of the three standards as master files with their corresponding real smart meter readings and topological data in database. Each of the three proposed networks has different network features. The industrial network is comprised of both medium and low voltage areas with 2888 nodes, 777 buses, and 556 lines. It addresses 165 low voltage and 26 medium voltage industrial customers using 22 distribution transformers. In the rural network, there are 18599 nodes, 4650 buses, and 4291 lines to supply 2731 end customers. While 26951 nodes, 6738 buses, and 5905 lines are found in the urban network that electrifies 35297 low voltage customers. For rural and urban networks 68 distribution transformers are used in each of the networks to address their customers with both single and three phase systems. The movement of decarbonization leads to comprise several advanced and smart devices at electricity society and enhancing the application demand response systems. Mainly, deployment of different flexible devices such as EV, heat pump, distribution generation in the distribution system takes the existing system to higher level of complication. Hence, that drives distribution grid system to enter to revolutionary transition which is digitalization of the system, to enable real time management of distribution system as it is undergoing through huge complexity. Such systems requires real mathematical model of distribution network therefore this three different test cases are developed. Majority of the existing test systems are synthetic and not representing the real system of the European network. In addition to being limited quantitative wise and for a specific problem solving, their is a lack of integrated real European testcase which incorporates both the low voltage and medium voltage networks. To fill the gap authors develop the test feeders that address industrial, rural and urban areas which is significantly important for researchers. Here, the corresponding OpenDSS model and demand profiles extracted from smart meters of each standards archived in their 'Master' and 'PQ_csv' folders, respectively. In addition, their topological data is provided in their associated databases. The detail description about the data set and all the development are contained in a paper with the same title of the dataset that it is under review and will be linked to this dataset.
DOI: 10.5281/zenodo.10134584
title: SSH CENTRE - Mini-reports: Focus groups on "100 Climate-Neutral and Smart Cities by 2030"

description: SSH CENTRE (Social Sciences and Humanities for Climate, Energy aNd Transport Research Excellence) is a Horizon Europe project, engaging directly with stakeholders across research, policy, and business (including citizens) to strengthen social innovation, SSH-STEM collaboration, transdisciplinary policy advice, inclusive engagement, and SSH communities across Europe, accelerating the EU's transition to carbon neutrality.  
SSH CENTRE is based in a range of activities related to Open Science, inclusivity and diversity – especially with regards Southern and Eastern Europe and different career stages –  including: development of novel SSH-STEM collaborations to facilitate the delivery of the EU Green Deal; SSH knowledge brokerage to support regions in transition; and the effective design of strategies for citizen engagement in EU R&I activities. Outputs include action-led agendas and building stakeholder synergies through regular Policy Insight events.
This is captured in a high-profile virtual SSH CENTRE generating and sharing best practice for SSH policy advice, overcoming fragmentation to accelerate the EU's journey to a sustainable future.
The aim of the focus groups was to gather citizen's perspectives, their hopes, concerns and ideas related to the Horizon Mission of Adaptation to Climate Change: support at least 150 European regions and communities to become climate resilient by 2030. The focus group discussion topics while remaining close to the Mission, avoid specific technical references to allow citizens to contribute based on their differing levels of understanding. As part of the SSH CENTRE project, in total, four focus group series will be conducted relating to Adaptation to Climate Change; Restore our Ocean and Waters by 2030; 100 Climate-Neutral and Smart Cities by 2030; A Soil Deal for Europe.  
Notes were taken during each focus groups and turned into mini-reports. These mini-reports sum up the essence of the discussion: the participants' main ideas and some interesting quotes.
DOI: 10.5281/zenodo.10134585
title: SSH CENTRE - Mini-reports: Focus groups on "100 Climate-Neutral and Smart Cities by 2030"

description: SSH CENTRE (Social Sciences and Humanities for Climate, Energy aNd Transport Research Excellence) is a Horizon Europe project, engaging directly with stakeholders across research, policy, and business (including citizens) to strengthen social innovation, SSH-STEM collaboration, transdisciplinary policy advice, inclusive engagement, and SSH communities across Europe, accelerating the EU's transition to carbon neutrality.  
SSH CENTRE is based in a range of activities related to Open Science, inclusivity and diversity – especially with regards Southern and Eastern Europe and different career stages –  including: development of novel SSH-STEM collaborations to facilitate the delivery of the EU Green Deal; SSH knowledge brokerage to support regions in transition; and the effective design of strategies for citizen engagement in EU R&I activities. Outputs include action-led agendas and building stakeholder synergies through regular Policy Insight events.
This is captured in a high-profile virtual SSH CENTRE generating and sharing best practice for SSH policy advice, overcoming fragmentation to accelerate the EU's journey to a sustainable future.
The aim of the focus groups was to gather citizen's perspectives, their hopes, concerns and ideas related to the Horizon Mission of Adaptation to Climate Change: support at least 150 European regions and communities to become climate resilient by 2030. The focus group discussion topics while remaining close to the Mission, avoid specific technical references to allow citizens to contribute based on their differing levels of understanding. As part of the SSH CENTRE project, in total, four focus group series will be conducted relating to Adaptation to Climate Change; Restore our Ocean and Waters by 2030; 100 Climate-Neutral and Smart Cities by 2030; A Soil Deal for Europe.  
Notes were taken during each focus groups and turned into mini-reports. These mini-reports sum up the essence of the discussion: the participants' main ideas and some interesting quotes.
DOI: 10.17632/pjgkgbvrfr.1
title: Molecular mechanism for target recognition, dimerization and activation of Pyrococcus furiosus Argonaute

description: Fig 2G Target DNA cleavage assay with wild-type PfAgo and the mutants of the duplex interacting residues. Fig 3F Target DNA cleavage assay with wild-type PfAgo and mutant PfAgo (Group 1-4 mutation). Fig 5F Target DNA cleavage assay with wild-type TtdAgo and mutant TtdAgo.
DOI: 10.17632/8bttsdfstx.1
title: A mechanical atlas for ascidian gastrulation

description: The intricate three-dimensional (3D) structures of multicellular organisms emerge through genetically encoded spatio-temporal patterns of mechanical stress. Cell atlases of gene expression during embryogenesis are now available for many organisms, but connecting these to the mechanical drivers of embryonic shape requires a corresponding mechanical atlas. That is, it requires physical models of multicellular tissues that identify the relevant mechanical and geometric constraints, and an ability to measure mechanical stresses at single-cell resolution over time. Taking significant steps towards both these goals, we develop a new mathematical theory for the mechanics of 3D multicellular aggregates involving the quasi-static balance of cellular pressures, surface tensions, and line tensions. Our theory yields a quantitatively accurate low-dimensional description for the time-varying geometric dynamics of 3D multicellular aggregates and, through the solution of a mechanical inverse problem, an image-based strategy for constructing spatio-temporal maps of the mechanical stresses driving morphogenesis in 3D. Using synthetic image data, we confirm the accuracy and robustness of our geometric and mechanical approaches. We then apply our approach to segmented light sheet data, representing cellular membranes with isotropic resolution, to construct a 3D mechanical atlas for ascidian gastrulation. The atlas captures a surprisingly accurate low-dimensional description of ascidian gastrulation, revealing the adiabatic nature of the underlying mechanical dynamics. Mapping the inferred forces onto the invariant embryonic lineage reveals a rich correspondence between dynamically evolving cell states, patterns of cell division, and local regulation of cellular pressure and contractile stress. Thus, our mechanical atlas reveals a new view of ascidian gastrulation in which lineage-specific control over a complex heterogenous pattern of cellular pressure and contractile stress, integrated globally, governs the emergent dynamics of ascidian gastrulation.
DOI: 10.17630/8de0010b-0a8d-475c-b624-209f5f090e85
title: Preparation and Reactivity of Biomass‐derived dihydro‐Dioxins (datasets)
DOI: 10.17630/dde8f5e2-3c91-4449-b6c6-c56d07c2cd3e
title: Structure-Property Relationships in Ferroelectric Tungsten Bronze Oxides (Thesis data)

description: Raw data underpinning the thesis.

The data files are embargoed until 07/03/2021