cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.20020184.v1
title: Transnational Governance: Definitions, Approaches and Research Agenda

description: Abstract This study examined academic production on transnational governance. It adopted a multi-method approach that used bibliometric analysis to identify the twenty most influential papers. Those papers were then analyzed in depth, emphasizing the research methods adopted and the different forms and dimensions of transnational governance studied. Results concluded that interest on transnational governance is recent, but increasing. The majority of the papers highlight the multiplicity of actors engaged in transnational governance, reinforcing its strengthening pluricentrality and the diversity of processes and forms it can assume. There is a definite need for more empirical studies and those that consider the Latin American context. It is also necessary to develop studies that enable a critical analysis of the development of regulatory mechanisms that legitimize the action of private actors in issues of public interest.
DOI: 10.6084/m9.figshare.24204843.v1
title: ppd2023

description: GWAS summary statistics of postpartum depression from the Psychiatric Genomics Consortium (PGC)
DOI: 10.6084/m9.figshare.28322822.v2
title: R Code and Data Supporting "Indirect reciprocal facilitation promotes species coexistence in plant communities worldwide"

description: R Code and Data Supporting "Indirect reciprocal facilitation promotes species coexistence in plant communities worldwide"
DOI: 10.6084/m9.figshare.21506178.v4
title: Molecular Docking and Dynamics Simulation Revealed the Potential Inhibitory Activity of New Drugs Against Human Topoisomerase I Receptor

description: Human Topoisomerase I (hTop1p) is a ubiquitous enzyme that relaxes supercoiled DNA through a conserved mechanism involving transient breakage, rotation, and binding. Htop1p is the molecular target of the chemotherapeutic drug camptothecin (CPT). It causes the hTop1p-DNA complex to slow down the binding process and clash with the replicative machinery during the S phase of the cell cycle, forcing cells to activate the apoptotic response. This gives hTop1p a central role in cancer therapy. Recently, two artesunic acid derivatives (compounds c6 and c7)have been proposed as promising inhibitors of hTop1p with possible antitumor activity. Classical molecular dynamics simulation was performed to assess the ability of the two compounds to maintain a stable binding pose over time. <br> The three folders contains files concerning the input and output data from the docking process of the compuonds candidates. <br> <strong>docking_structures_pdqt</strong>: obtained using autodock tools 4.2.6. <br> <strong>best_poses_output_docking</strong>: obtained using autodock vina 1.2.0. <br> <strong>docking_configuration_file</strong>: configuration files that define the receptor, ligand input, the center and size of the search space. <br> Authors: [Francesco Madeddu, Jessica Di Martino, Michele Pieroni, Davide Del Buono, Paolo Bottoni, Lorenzo Botta, Tiziana Castrignanò, and Raffaele Saladino]
DOI: 10.6084/m9.figshare.28760099.v1
title: Supplementary Material for: Real-world Intravitreal Aflibercept 2 mg Treatment of Macular Oedema Secondary to Retinal Vein Occlusion in Italy: 24-month Results from the AURIGA Observational Study

description: Introduction: This subgroup analysis of the global AURIGA study evaluated intravitreal aflibercept 2 mg (IVT-AFL) effectiveness and treatment patterns in routine practice in Italy in patients with macular oedema secondary to branch or central retinal vein occlusion (BRVO/CRVO). 
Methods: AURIGA (NCT03161912) was a 24-month, prospective observational study in patients for whom IVT-AFL treatment had already been prescribed by their physician. All clinical decisions were according to physician discretion and local practice. Statistical analyses were descriptive only.
Results: In Italy, 152 treatment-naïve and 50 pretreated patients participated across 27 centres. Mean (95% confidence interval) change in visual acuity (VA) from baseline to Month (M)12 in treatment-naïve patients was +10.3 (7.0, 13.6) and +12.2 (5.6, 18.8) letters for BRVO and CRVO (baseline: 55.3±20.3 and 44.5±25.5 letters), and pretreated patients gained +6.6 (0.3, 13.0) and +14.6 (5.5, 23.8) letters for BRVO and CRVO (baseline: 56.0±15.9 and 42.4±23.5 letters). In treatment-naïve patients, VA gains by M12 after a mean of 4.8 injections were maintained through M24 after a mean of 5.7 injections from baseline; in pretreated patients, M12 gains were not maintained, despite a similar mean of 5.8 injections by M24. Most injections were received within the first 6 months, with a marked reduction in injection frequency thereafter. 
Conclusion: Robust VA improvements were observed in treatment-naïve patients with RVO in Italy following IVT-AFL treatment for up to 24 months in routine practice, despite a low injection frequency. However, guidelines indicate that regular, proactive treatment beyond the acute stage is required to improve long-term outcomes.
DOI: 10.6084/m9.figshare.28996445.v1
title: Verification of ufs2arco's anemoi dataset creation

description: Small ERA5 datasets generated by ufs2arco and anemoi-datasets to help verify ufs2arco's creation of data ready for the anemoi framework. See README.md files in each of the subdirectories for how the datasets were generated using each package.
DOI: 10.6084/m9.figshare.6825899.v1
title: INER 23.3 Ydersbond Supplemental Material Appendix 1-7 final 17 July.pdf

description: <br>International Negotiation 23(3) (2018) 1–37, "Power through Collaboration: Stakeholder Influence in EU Climate and Energy Negotiations" <br>7 Appendixes:APPENDIX 1 Outline of Causal Mechanisms in Liberal Intergovernmentalism, the Advocacy Coalition Framework and Historical Institutionalism APPENDIX 2 List of Interviews APPENDIX 3 Methodological Considerations Appendix 4 The Policy Core Beliefs of the Three Advocacy Coalitions APPENDIX 5: The EU Member States’ Energy Mixes and Energy Policies, Part 1: Renewable Energy Policy, GHG Emissions Reduction Policy and Coal Policy APPENDIX 6 Overarching Coalitions Based on Similar Political ViewsAppendix 7 Path Dependency in the EU’s Climate and Energy Policy Targets<br> <br>
DOI: 10.6084/m9.figshare.13412321.v1
title: [TFS2] Thermo Fisher Oncomine Lung Cell-Free Total Nucleic Acid Research Assay

description: Variant calling with the Thermo Fisher Oncomine Lung Cell-Free Total Nucleic Acid Research Assay
DOI: 10.6084/m9.figshare.16556670.v1
title: structure_sequence.tsv

description: Nanobodies from structures
DOI: 10.6084/m9.figshare.26487574.v1
title: <b>Enhanced replication of contemporary human highly pathogenic avian influenza H5N1 virus isolate in human lung organoids compared to bovine isolate</b>

description: We compared virus replication and host responses in human alveolar epithelium infected with highly pathogenic avian influenza (HPAI) H5N1 viruses. A/Vietnam/1203/2004 replicated most efficiently, followed by A/Texas/37/2024, then A/bovine/Ohio/B24OSU-342/2024. Induction of interferon-stimulated genes was lower with A/Texas/37/2024 and A/bovine/Ohio/B24OSU-342/2024, which may indicate a reduced disease severity of these viruses.
DOI: 10.6084/m9.figshare.3561981.v1
title: Appendix C. Other models for the relative abundances of the undetected species.

description: Other models for the relative abundances of the undetected species.
DOI: 10.17632/gdxnvsr555
title: Student Dataset Updated

description: The student data sheet contains 9000 records of students and twelve attributes.
The course profile sheet contains 36 records and five attributes
The course list sheet contains 37 records and three attributes
The dataset is freely available for research purposes and for building and training AI and ML models. 
This dataset will only be used for the purpose of academic research.
DOI: 10.6084/m9.figshare.16528203.v1
title: Molecular phylogeny of Cassiopea

description: Alignments and tree files associated with Gamero-Mora, E., Collins A.G., Boco S.R., Geson, S.M., and Morandini, A.C. 2021. Revealing hidden diversity among upside-down jellyfishes (Cnidaria: Scyphozoa: Rhizostomeae: Cassiopea): distinct evidence allows the change of status of a neglected variety and the description of a new species. Invertebrate Systematics (in press).
DOI: 10.6084/m9.figshare.20131541.v3
title: 2022 CONZUL OA Project Data New Zealand University Datasets (2020-2021 publications)

description: Datasets for New Zealand University Research Outputs for 2021 and 2022. Each university has its own dataset and there is one combined national dataset.
DOI: 10.6084/m9.figshare.26880526.v1
title: Thermokarst lake drainage halves the temperature sensitivity of CH<sub>4</sub> release on the Qinghai-Tibet Plateau_Datasets

description: Thermokarst lake drainage halves the temperature sensitivity of CH<sub>4</sub> release on the Qinghai-Tibet Plateau_Datasets
DOI: 10.6084/m9.figshare.27682557.v1
title: PCOS Dataset

description: This dataset contains 12,680 ultrasound images of Polycystic Ovary Syndrome (PCOS) cases, sourced from publicly available datasets. It is intended to support research in the development of machine learning models for automated PCOS detection and the application of Explainable AI techniques. The dataset can be used for training, validation, and testing purposes in medical image analysis, offering diverse cases for exploring classification accuracy in PCOS diagnosis.
DOI: 10.6084/m9.figshare.29071067.v1
title: Supplementary Material for: Time in target range of systolic blood pressure and cardiovascular disease in patients with chronic kidney disease: A Korean nationwide cohort study

description: Introduction: Time in target range of systolic blood pressure (SBP-TTR) is the percentage of time that the SBP remains within 110–130 mmHg. The association between the SBP-TTR and clinical outcomes in patients with chronic kidney disease (CKD) remains unclear. We evaluated the risks of cardiovascular disease (CVD), all-cause mortality, and renal events across the SBP-TTR groups.
Methods: Overall, 193,289 patients with CKD who underwent at least two health checkups between 2012 and 2015 were selected from the Korean National Health Insurance Database. The patients were categorized into three categories based on their SBP-TTR levels: 76–100%, 26–75%, and 0–25%. The primary outcome was CVD risk and the secondary outcomes were all-cause mortality and progression to end-stage kidney disease (ESKD) according to SBP-TTR using Cox regression analysis.
Results: Compared with patients with SBP-TTR of 76–100%, the adjusted hazard ratios (HRs) for CVD were 1.07 (95% confidence interval [CI], 1.03–1.10) and 1.09 (95% CI, 1.06–1.13) for patients with SBP-TTR of 26–75%, and 0–25%, respectively. The adjusted HR for all-cause mortality was 1.04 (95% CI, 1.003–1.07) and 1.37 (95% CI, 1.28–1.46) for patients with SBP-TTR of 26–75% and 0–25%, respectively. The adjusted HRs for ESKD progression increased gradually: 1.14-fold (95% CI, 1.07–1.21) for the SBP-TTR 26–75% group and 1.37-fold (95% CI, 1.28–1.46) for the SBP-TTR 0–25% group. For patients not taking antihypertensive medications, a lower SBP-TTR was associated with a higher risk of CVD events and ESKD progression than in those taking antihypertensive medications.
Conclusions: Among patients with CKD, those with a lower SBP-TTR had a higher risk of cardiovascular events, mortality, and progression to ESKD.
DOI: 10.17632/2nh364p2bc
title: Image dataset of infected date palm leaves by dubas insects

description: The palm leaf images were categorized based on their health status and the presence of insects, resulting in four categories: healthy, infected with bugs only, infected with honeydew only, and infected by mixed insects and honeydew. Images of leaves infected with insects depict a range of insect life cycle stages, from the third generation of nymphs to the adult stage in the fifth nymph stage. Two drone cameras were employed to capture the images, resulting in a dataset of 3000 images, with 800 per non-bug category and 600 for the bug category. The dataset is valuable for assessing infestation severity, estimating insect populations, and determining the extent of damage.
DOI: 10.17632/6mjh5g463k
title: symptoms

description: diseases and its symptoms
DOI: 10.17632/fc72nbt5y2
title: BCSD-2024

description: The proposed BCSD-2024 dataset comprises 10 patients of mammography. The left and right breast are manually marked with the assistance of trained radiologists. The affected region is marked manually, and a binary mask is created for each slice. The dataset's performance is assessed using the proposed spatial attention mechanism (SAM) for breast lesion segmentation. The SAM model, trained from scratch with the chosen hyperparameters, achieves an intersection over union (IoU) of 0.75.
DOI: 10.21942/uva.27323313.v1
title: Slab_part1.tar.gz

description: This file contains quantitative 7 Tesla MRI contrasts at 0.5 mm isotropic resolutions (partial brain coverage) of the participants 0001-0051 included in the AHEAD
DOI: 10.6084/m9.figshare.12659933.v3
title: Participant's Instrumented Gait Analysis Pre Post FES Cycling Therapy.xlsx

description: Instrumented gait analysis data calculated using the VICON motion capture system for patients who suffered a stroke. The data includes two conditions: baseline and post-intervention with a FES-Cycling system.
DOI: 10.6084/m9.figshare.13060663.v2
title: Matlab codes - Submission_Programs from Stability and memory-loss go hand-in-hand: three results in dynamics and computation

description: Matlab codes
DOI: 10.6084/m9.figshare.19306649.v1
title: Service Coverage Optimization for Facility Location: Considering Line-Of-Sight Coverage in Continuous Demand Space

description: It is crucial to optimize the line-of-sight (LOS) service coverage in location optimization for facilities such as street lights and surveillance cameras, which provide services based on lights or electromagnetic waves that are sensitive to obstacle blockage issues in geospatial environments. Many approaches based on the maximal coverage location problem (MCLP) model have been developed to help optimize the effective service coverage of facilities. However, maximizing the LOS service coverage in continuous demand space for facility location, defined as LOS-MCLPs in this study, remains a challenge. Thus, we proposed a service coverage optimization model to solve these LOS-MCLPs. A computational geometry algorithm named the visibility polygon (VP) algorithm was employed to simulate the LOS coverage in 2D continuous demand space. Then, this algorithm was coupled with a robust heuristic algorithm to search for the optimal solutions with maximum effective LOS service coverage. The developed model was applied to a Wi-Fi hotspot planning problem. The experimental results demonstrate that the proposed model can find optimal solutions for LOS-MCLPs according to the distribution of obstacles. The results from the comparative experiment verify that ignoring the LOS effect in the optimization of LOS-MCLPs might lead to large areas of service dead zones.
DOI: 10.6084/m9.figshare.24230026.v1
title: Material radio y pódcast.docx

description: Listado del material técnico disponible en la URJC para la realización de programas en radio y pódcast.
DOI: 10.6084/m9.figshare.4054674.v1
title: List of Publication- Security.pdf

description: List of Publication in Network Security
DOI: 10.6084/m9.figshare.c.3789814_d11.v1
title: Raw GeoTiff files for figures in the manuscript

description: These are some raw GeoTiff files for maps in the manuscript.
DOI: 10.17632/g448xnxp2j
title: Coastal profiles (CLIFFREAT)

description: The data cover a survey timeline from November 2016 to June 2018. Thirty-nine topographic surveys (thirteen for each study site – namely Międzyzdroje, Bansin and Wicie) were conducted with Terrestrial Laser Scanner (TLS) technology resulting in a point cloud. The results were filtered for beach and cliff areas as a profile lines with 50-m-wide spacing and are presented in a separate Excel sheet for each investigated site.
DOI: 10.17632/khwg3dxbpp
title: Cultivating a Positive Campus Culture

description: This dataset explores the perceptions of faculty and staff regarding campus culture across three key dimensions: professional collaboration, affiliative collegiality, and determination and efficacy. Table 1 examines how faculty and staff perceive campus culture in terms of professional collaboration, focusing on teamwork, communication, and the effectiveness of cooperative efforts within both academic and administrative contexts. Table 2 shifts the focus to affiliative collegiality, investigating the relationships among colleagues, including the sense of community, mutual support, and collegial bonds that contribute to a positive working environment. Table 3 evaluates the perception of faculty and staff regarding determination and efficacy, assessing how confident and effective they feel in achieving their professional goals and contributing to the broader academic mission. Figure 1 provides an overview of the overall perception of campus culture, combining the insights from the three dimensions to offer a comprehensive view of how faculty and staff perceive the institutional environment. Collectively, these tables and the figure provide a nuanced understanding of the strengths and challenges of the campus culture, highlighting areas that could be enhanced to foster a more collaborative, supportive, and effective academic environment.
DOI: 10.17632/ntf2cjfkgg
title: Data for: Nuclear properties of Tungsten under 14 MeV neutron irradiation for fusion-fission hybrid reactors

description: neutronic energy spectra of transmited neutrons in Tungsten
DOI: 10.17632/v8vn35zj3g
title: Data for: Establishment of Wolbachia strain wAlbB in Malaysian populations of Aedes aegypti for dengue control

description: Figure 2, Figure 3, Figure S2 and Figure S3 are based on the data "Release Numbers - Frequency of Wolbachia - Ovitrap Index.xls" Figure 4, Figure 6 and Figure S7 are based on the data "Dengue Incidence.xls"
DOI: 10.17632/vp2fskswfv
title: Circular RNA Vaccines against SARS-CoV-2 and Emerging Variants of Liang Qu et al

description: 1. Table S1. The sequences of the circRNA-RBD produced via Group I Intron.
2. Table S2. The sequences of the circRNA-RBD produced via T4 RNA ligases.
3. Table S3. The sequences of the mRNA-RBD-Delta.
4. Table S4. The peptide sequences of the RBD-Delta antigen.
5. Table S5. The peptide sequences of the RBD antigen.
DOI: 10.17632/yxjs9rrs8k
title: A model for evaluating the safety climate within a military aviation detachment during a long-term mission in hostile environments

description: This data base it is about a model designed to evaluate the safety climate within a military aviation detachment during a long-term mission in hostile environments. This model was tested during Romania's peacekeeping mission in Mali, Africa, in 2019-2020, where over 120 soldiers, including pilots and technicians, participated under UN auspices.

Objective
The goal of this research was to identify the key factors contributing to a high safety climate and to ensure the detachment operated safely in a dangerous environment. The mission's success, with zero accidents, highlights the importance of understanding and improving the safety climate.

Methodology
To evaluate the safety climate, a survey was distributed to 120 detachment members. The survey measured both organizational factors—such as task clarity and performance evaluation—and individual factors—like team spirit, trust in leaders, and motivation. We used a 10-point Likert scale for responses, and the results were analyzed using correlation and network analysis.

Key Findings
The results showed strong positive relationships between the safety climate and factors like team spirit, task clarity, and motivation. For example, task clarity had a correlation of r = 0.71, and team spirit showed r = 0.78. Interestingly, the impact of working conditions on the safety climate was insignificant.

Conclusion
This study demonstrates that clear tasks, team spirit, and motivation are crucial for maintaining a safe operational environment, especially in hostile situations. Future research could explore how safety climate evolves over time during long-term missions, but this model provides a valuable tool for improving safety outcomes in military aviation detachments.
DOI: 10.17632/zhm4kn6sfn
title: Test-bed Dataset for Optical-Based In-Body Communications Research

description: This dataset contains measurement data from a test-bed specifically for optical-based in-body communication research. The dataset includes three files: a free-space channel, an optical phantom, and biological tissues using a fresh pork meat sample in an ex-vivo experiment. The data (in .xlsx format) presents the impact of controlling the Near-infrared LED's current and adjusting the photodetector's gain setting on the received optical power. In this dataset, two types of receivers were used for the mentioned test bed: an optical power meter and a photodetector module. The optical power meter can be controlled manually for its attenuation, but in this dataset, we used two settings: 0 dB and -4.30 dB to match the photodetector reading. The measurement using a photodetector amplifier module was obtained by extracting the photodetector's output voltage read from the oscilloscope based on the provided datasheet. However, it should be normalized by multiplying it with a specific value. The optical power meter is a NIST-calibrated device dedicated to measuring absolute optical power. Then, the photodetector module, as a device for comparison, is typically used for detecting light and is employed to receive optical signals. Here, we used it as a device to measure relative optical power by extracting its voltage output to optical power in a watt unit. The free space test comprises 5 cm, 7.5 cm, 10 cm, 12.5 cm, and 15 cm of optical distance. The test with samples involved tissue-mimicking phantom (human soft tissue) and actual biological tissues, i.e., pork meat samples containing fat, muscle, and bone. This dataset provides valuable information regarding the standardized test-bed for researchers working in optical-based in-body communication studies, especially when using the near-infrared spectrum 810 nm, which was considered good for penetrating the human body. It is expected that this dataset will also be a good reference for researchers working on Optical Wireless Power Transfer (OWPT) in a free-space setting or through the human body.
DOI: 10.6084/m9.figshare.22832957.v1
title: <strong>Wave height attenuation over a nature-based breakwater of floating emergent vegetation</strong>

description: Data for the paper " <strong>Wave height attenuation over a nature-based breakwater of floating emergent vegetation</strong> ".
DOI: 10.6084/m9.figshare.29069807.v1
title: <b>Slow P-wave Attenuation Yielding from Double Porosity Model</b>

description: We use double porosity model to investigate slow P-wave attenuation in water-saturated Berea sandstone.
DOI: 10.17866/rd.salford.22495669.v2
title: Facial Emotion Detection Dataset

description: The Facial Emotion Detection Dataset is a collection of images of individuals with two different emotions - happy and sad. The dataset was captured using a mobile phone camera and contains photos taken from different angles and backgrounds.
<br>
The dataset contains a total of 637 photos with an additional dataset of 127 from previous work. Out of the total, 402 images are of happy faces, and 366 images are of sad faces. Each individual had a minimum of 10 images of both expressions.
<br>
The project faced challenges in terms of time constraints and people's constraints, which limited the number of individuals who participated. Despite the limitations, the dataset can be used for deep learning projects and real-time emotion detection models.
Future work can expand the dataset by capturing more images to improve the accuracy of the model. The dataset can also be used to create a custom object detection model to evaluate other types of emotional expressions.
<br>