cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.28121846.v1
title: Data set for UWB Cooperative Navigation and Positioning of UAV Cluster

description: The cooperative navigation of unmanned aerial vehicle (UAV) cluster has become a popular topic in military and civilian applications. Ultra-wideband (UWB) technology provides a precise and stable practical solution for distance-based cooperative positioning. To develop and evaluate the cooperative navigation system for UAVs, this paper utilizes eight fixed base stations and seven mobile UAVs to collect measurement results under four different flight formations in both indoor and outdoor environments. To eliminate fluctuations in UAV control, predefined flight trajectories were used, and multiple measurements were collected at each trajectory point for technical validation. The resulting data supports the development and validation of distance-based multi-target navigation algorithms, the evaluation of formation maintenance and collision avoidance algorithms for multiple UAVs, and also serves as a source for navigation evaluation and the development of multi-source fusion cluster positioning algorithms.
DOI: 10.6084/m9.figshare.28956404.v1
title: EBSD Datasets for "An Update to Subgrain-size Piezometry: A Practical Estimate of Flow Stress in Naturally Deformed Rocks"

description: Differential stress—the difference between maximum compressive stress and confining pressure—is fundamental to understanding seismic activity, orogenesis, and the long-term rheology of the Earth’s crust. Stress estimation commonly relies on microstructural analysis of rock-forming minerals, with grain-size-based piezometers derived from experimentally deformed single-phase rocks. However, such piezometers often perform poorly in naturally deformed, multi-phase rocks. Subgrains, which form within mineral grains during deformation, offer a more robust alternative due to their consistent relationship with differential stress. In this study, we recalibrate a subgrain-size piezometer using EBSD data from experimentally deformed quartz and olivine, without imposing statistical assumptions, thereby minimizing bias. Application of this method to two naturally deformed quartz samples yields stress estimates consistent with conventional piezometers, demonstrating improved precision and greater suitability for complex natural systems.
DOI: 10.6084/m9.figshare.5124385.v1
title: Supplementary Material for: Automated Spectral EEG Analyses of Premature Infants during the First Three Days of Life Correlated with Developmental Outcomes at 24 Months

description: <b><i>Background:</i></b> Spectral EEG analysis using automated quantification of total absolute band power (tABP) for long-term brain monitoring is reliable. We hypothesised that tABP during the first critical days of life could be a useful tool for predicting later developmental outcomes. <b><i>Objective:</i></b> To determine whether measuring EEG background activity in premature infants with automated tABP quantification during the first 3 days of life correlated with their developmental outcomes at 24 months. <b><i>Methods:</i></b> Preterm infants (group 1, gestational age, GA 24–28 weeks and group 2, GA 28–31 weeks) were continuously monitored by EEG for 3 days after birth. Their developmental outcomes were assessed using the Bayley-II and Peabody-2 developmental tests at 24 months. Their respective indices were calculated. Normal (index ≥85) and abnormal (index &lt;85) outcomes were correlated with the tABP. <b><i>Results:</i></b> In group 1, the tABP was significantly lower in the abnormal infants than in the normal infants. The specificity and negative predictive value were also high for all of the tests that were applied in this group. In group 2, there was no correlation between the tABP and developmental outcome. <b><i>Conclusion:</i></b> This study found that extremely premature infants with poor developmental outcomes had significantly lower tABP values in their first days of life compared to infants from the same group with normal outcomes. This method may be useful in predicting later outcomes in extremely premature infants and has the advantage of being automated.
DOI: 10.17632/gv6hyfp8f2
title: Human iPSC-based disease modeling studies identify a common mechanistic defect and potential therapies for AMD and related macular dystrophies.

description: Raw uncropped western blot and gelatin zymography gel images from Main and Supplementary Figures
DOI: 10.17632/jf4pwztxrj
title: Pten regulates CAMs and Wnt

description: Uncropped western blot data published in the article entitled: "Pten regulates endocytic trafficking of cell adhesion and Wnt signaling molecules to pattern the retina".
DOI: 10.6084/m9.figshare.28415222.v1
title: Zotero

description: Zotero como usar
DOI: 10.6084/m9.figshare.24640109.v3
title: A center-based, ambulatory care concept for hidradenitis suppurativa improves patient outcomes and is also cost-effectiveness

description: Hidradenitis suppurativa (HS) is a chronic inflammatory skin disease affecting approximately 1% of the population. The patient journey through the German health care system leads to high disease burden and substantial treatment costs. The EsmAiL study showed that an innovative, interprofessional, multimodal care-concept reduces disease activity and burden of HS compared to standard care. This paper examines the costs of treating HS in Germany and compares them with those of the innovative care concept implemented in EsmAiL. EsmAiL was a two-arm, multicenter, prospective randomized controlled trial including 553 adults with HS. The study was registered in the German Clinical Trials Registry (DRKS00022135). The control group (CG) remained in standard care, whereas the intervention group (IG) was referred to specialized so-called ‘acne-inversa-centres (AiZ)’ where patients were treated with a structured, interdisciplinary approach. The present paper analyses the treatment costs for a subpopulation based on health insurance cost data from the two largest German health insurers. Quality-Adjusted Life Years (QALY) was assessed based on Dermatology Life Quality Index (DLQI). Total annual treatment costs per patient were €3,966.07 in standard care (<i>n</i> = 89) and €3,974.37 in the innovative care (<i>n</i> = 93). The costs per additional QALY amounted to €12,698.72 in the IG. Given the conventional and established threshold of €22,600 to €33,900 per QALY, the innovative treatment in AiZ proved to be cost-effective. Treatment costs of HS are substantial and increase with disease severity. The new form of care is cost-effective and is expected to decrease costs in the long run. A structured, multimodal form of care reduces costs in the treatment of Hidradenitis suppurativa compared to standard care.
DOI: 10.6084/m9.figshare.5142502.v1
title: preQFT: Strategic Predictions for Quantum Field Theories (European Research Commission 2014 Starting Grant)

description: My successfully funded proposal for the 2014 ERC-stg call ( http://cordis.europa.eu/project/rcn/193668_en.html ). 3-documents: Part 1. Part 2. Presentation Slides.<br>Note: Originally budgeted for €1.5M (9 postdoc years) with ambitious travel/workshop funding, received €1.3M (7 postdoc years) with slightly less travel/workshop.
DOI: 10.6084/m9.figshare.5401558.v2
title: H2MM analysis - input files

description: H2MM input files, extracted from analysis of raw data of RPo measurements, using the ALiX software, following the procedure and criteria in the supplementary materials. For each doubly-labeled constructs, these include files with the suffix:<br>1. _H2MM.txt - tables with smFRET bursts and their properties2. _BG.txt - the calculated BG rates per each 2s of measurement3. _H2MM_photonID.txt - a list of identities of burst photons to photon streams (0 - DexDem, 1 - DexAem, 2 - AexDem, 3 - AexAem)4. _H2MM_timestamps.txt - a list of timestamps of burst photons, in units of clocktime (12.5 ns)
DOI: 10.17632/6xbdr4f9nn
title: Cross-Organ Hierarchy of HLA Molecular Mismatches in Donor-Specific Antibody Development in Solid Organ Transplantations

description: This repository contains a comprehensive collection of R scripts, data files, results, and additional resources used in a research project examining the associations between eplet mismatches and the development of de novo donor-specific antibodies (DSA) in various transplant cohorts. 

This dataset is associated with the study ‘Cross-Organ Hierarchy of HLA Molecular Mismatches in Donor-Specific Antibody Development in Solid Organ Transplantations’ by M. Hirata, K. Tsukita, T. Shindo, et al.

To easily calculate the Eplet Risk Score (ERS) using our web-based application, please visit: https://erscalculator.shinyapps.io/ers_application_deploy/.
DOI: 10.17632/m5mvxdx2wp
title: Airline_Market_Fare_Prediction_Data

description: The dataset is derived from publicly available sources provided by the US Department of Transportation Bureau of Transportation Statistics (BTS). It combines and processes data from two major sources — the DB1B and T-100 datasets. Along with cleaned BTS data, the dataset features additional variables that help explain fare differences across markets, such as competition intensity, circuity and existence of multiple airports within the origin, destination, or both.

The dataset has 26 columns and 1,581,278 samples.

List of columns:
-MktCoupons
-OriginCityMarketID
-DestCityMarketID
-OriginAirportID
-DestAirportID
-Carrier
-NonStopMiles
-RoundTrip
-ODPairID
-Pax
-CarrierPax
-Average_Fare
-Market_share
-Market_HHI
-LCC_Comp
-Multi_Airport
-Circuity
-Slot
-Non_Stop
-MktMilesFlown
-OriginCityMarketID_freq
-DestCityMarketID_freq
-OriginAirportID_freq
-DestAirportID_freq
-Carrier_freq
-ODPairID_freq
DOI: 10.17632/y72v996tww
title: Public Works Investment and Electoral Data in Chile (1989-2018)

description: This dataset (dt_elecstds.dta) contains panel data by municipality on infrastructure investment by the Ministry of Public Works, electoral information and socioeconomic variables in Chile for the period 1989-2018. Electoral data includes: three dummies for municipalities' political alignment (a dummy coded one if the mayor belongs to one of the political parties of the central government coalition (m); a dummy coded one if the government coalition parties won presidential elections in the municipality (p); and a dummy coded one if the mayor belongs to one of the coalition parties and the coalition won presidential elections in the municipality (mp)); and two dummies coded one for local ballot years (ym0), and for national ballot years (yp0). The sample comprises seven local (1992, 1996, 2000, 2004, 2008, 2012 and 2016) and seven presidential elections (1989, 1993, 1999, 2005, 2009, 2013 and 2017). Socioeconomic data includes: population (log); regional GDP per capita; regional GDP growth rate in t and t-1; the percentage of new-borns measuring less than 50 cm; the percentage of new-borns weighting less than 3000 gr; and the percentage of mothers with more than three children. In the absence of poverty indicators for the whole sample series, the latter accounted for proxies since they are correlated with municipalities’ socioeconomic conditions (Mardones & Acuña, 2020). Population data is from the National Statistics Institute, GDP data from the Central Bank and poverty proxies from Mardones & Acuña (2020). This dataset has been used to test whether infraestructure investment has been distributed on electoral criteria or not. In particular, it allows to evaluate if the municipalities lined up with the central government coalition parties (m, p and mp dummies) have been systematically benefited, and if allocations increased during local and presidential ballot years (ym0 and yp0 dummies). Since the data goes from the first democratic elections after Pinochet's dictatorship (1989) to 2018, it provides the opportunity to analyse if electoral criteria have changed as democracy entrenched. In particular, it can be tested whether distributions favoured aligned municipalities and whether a political budget cycle persisted during the early years and later. We also include a code file (do_elecstds_050420.do) with several estimations that show how these two electoral distortions evolved during the early years (1989-2005) and once democracy took root (2006-2018). These estimations are part of the paper entitled "Electoral incentives and distributive politics in young democracies: evidence from Chile".
DOI: 10.6084/m9.figshare.14683905.v1
title: Bermuda Benthic Type Reference Sample

description: This benthic reference data is intended for use as a calibration and/or validation data for global scale remote sensing image based classification of coral reef areas. The data is in a vector shapefile format consisting of polygons labelled with one of seven coral reef benthic classes that include Microalgal Mats, Coral/Algae, Rubble, Rock, Seagrass Dense, Seagrass Sparse, Sand. <b>Please cite data as:</b> Borrego-Acevedo, R., Canto, R., Harris, D., Kennedy, E., Kovacs, E., Lyons, M., Markey, K., Murray, N., Ordonez Alvarez, A., Phinn, S., Roe, M., Roelfsema, C., Say, C., Tudman, P., C., Wolff, J., Yuwono, D., Bambric, B., Fox, H., Lieb, Z., Asner , G., Knapp , D., Li, J., Harris, B., Larsen, K. & Rice, K. 2021. Bermuda Benthic Type Reference Sample. University of Queensland. DOI: https://doi.org/10.6084/m9.figshare.14683905 <b>Links to supplementary information:</b> Mapping methods overview (https://allencoralatlas.org/methods/) UQ mapping team web site (https://www.rsrc.org.au/globalreef) Detailed mapping methods description by Lyons et al. (https://doi.org/10.1002/rse2.157) Detailed classification scheme description by Kennedy et al. (https://doi.org/10.1038/s41597-021-00958-z) Detailed reference creation description workflow by Roelfsema et al. (https://doi.org/10.3389/fmars.2021.643381) <b>Funding:</b> Vulcan Inc., (https://vulcan.com) Great Barrier Reef Foundation (https://www.barrierreef.org/) <b>Acknowledgement:</b> This work was initiated and funded primarily through Paul Allen Philanthropies and Vulcan Inc. as part of the Allen Coral Atlas. We acknowledge the late Paul Allen and Ruth Gates for their fundamental vision and drive to enable us to work together on this critical reef mapping problem. Project partners providing financial, service and personnel include: Planet Inc., National Geographic, University of Queensland, Arizona State University, and University of Hawai'i. Significant support has also been provided by Google Inc., Great Barrier Reef Foundation, and Trimble (Ecognition). Contributors to establishing and running the project include: Vulcan Inc. [James Deutsch, Lauren Kickam, Paulina Gerstner, Charlie Whiton, Kirk Larsen, Sarah Frias Torres, Kyle Rice, Eldan Goldenberg, Janet Greenlee]; Planet Inc. [Andrew Zolli, Trevor McDonald, Joe Mascaro, Joe Kington]; University of Queensland [Chris Roelfsema, Stuart Phinn, Emma Kennedy, Mitch Lyons, Nicholas Murray, Doddy Yuwono, Dan Harris, Eva Kovacs, Rodney Borrego, Meredith Roe, Jeremy Wolff, Kathryn Markey, Alexandra Ordonez, Chantal Say, Paul Tudman]; Arizona State University [Greg Asner, Dave Knapp, Jiwei Li, Yaping Xu, Nick Fabina, Heather D'Angelo]; and National Geographic [Helen Fox, Brianna Bambic, Brian Free, Zoe Lieb] and Great Barrier Reef Foundation [Petra Lundgren, Kirsty Bevan, Sarah Castine]. Attributions of contributed field data or maps for the reference sample creation are available at: https://allencoralatlas.org/attribution/
DOI: 10.6084/m9.figshare.17141879.v1
title: Raw data of demo case

description: SECSE demo case of PHGDH
DOI: 10.17632/mtfyy93k8j
title: An analysis of Gender Differences in American Indian and Alaskan Natives with Invasive Melanoma-Supplemental material

description: While gender strongly influences survival and presentation in melanoma, little is known about impact of gender in American Indians and Alaskan Natives (AI/AN). This study explored differences in tumor characteristics and survival between AI/AN males and females with invasive melanoma. Using the 2004-2018 National Cancer Database, a retrospective cohort study of AI/AN with primary invasive cutaneous melanoma was conducted. Statistical analysis included Mann-Whitney U (continuous variables), Chi-squared (categorical variables), Kaplan-Meier and log rank test (overall survival (OS)), and a multivariate Cox regression (independent survival predictors).  Among AI/AN with invasive melanoma, women are diagnosed at an earlier age and stage, and they have better OS than men. Male gender is an independent predictor of worse OS. This dataset provides supplemental methods that were not able to be described in the research letter due to the limited word count. Additionally, we provide a figure that provides a detailed description of the case selection for this cohort of patients.
DOI: 10.17632/6mfzj4j6vk
title: Deenz Psychopathy Spectrum Scale (DPSS-24) sample of 21 participants

description: In the initial testing phase, I administered the DPSS-24 to a sample of 21 participants to evaluate its reliability, validity, and practical application. This small yet insightful sample provided preliminary data, highlighting response patterns that helped refine the scale’s structure and effectiveness. I analyzed each participant’s responses, comparing them with established psychopathy measures to ensure that the DPSS-24 could offer a nuanced, comprehensive assessment.

My goal with the DPSS-24 is to provide a reliable tool for both research and clinical settings, contributing to a deeper understanding of psychopathy and supporting psychological evaluation and intervention strategies.

The dataset contains sample responses for the Deenz Psychopathy Spectrum Scale (DPSS-24), collected from 21 participants. Each participant responded to 24 items on a Likert scale ranging from 1 to 5, where 1 indicates low agreement and 5 indicates high agreement with psychopathy-related traits (such as impulsivity, emotional detachment, and interpersonal challenges). Each item reflects a specific aspect of psychopathy, and responses are aggregated to provide an overall psychopathy score for each participant. This dataset serves as a preliminary evaluation tool to assess the scale’s consistency, reliability, and initial descriptive patterns.

Overall Psychopathy Score: For each participant, scores across the 24 items were summed, resulting in a total psychopathy score. Higher scores suggest a greater presence of psychopathy traits.

Score Range: The psychopathy scores in this sample of 21 participants range from approximately 24 (minimal psychopathy traits) to 120 (maximum psychopathy traits).

Mean Score: The average psychopathy score for this sample was calculated to provide a central measure.

Standard Deviation: This was used to observe the variability in psychopathy scores among participants.
Item-level Analysis: Responses for each of the 24 items were analyzed individually to detect any trends in specific traits that appeared more consistently across participants.

Initial Reliability Check: Cronbach’s alpha was calculated to assess internal consistency across items, which is a preliminary indicator of the scale’s reliability. A Cronbach’s alpha value close to or above 0.7 is generally considered acceptable in psychometric research.

Interpretation: The sample data suggests that the DPSS-24 can differentiate between varying levels of psychopathy traits.
DOI: 10.17632/gykynsmmvc
title: Data for: Individual Differences in Comprehension of Contextualized Metaphors

description: Appendix I: Scoring Key for Literary Metaphor Comprehension Test Appendix II: Contexts Used in Metaphor Comprehension Test Appendix III: Examples of Literal Interpretations and Misinterpretations Full Superlab design of the three segments of the study Statistics Dataset Semantic Similarities Test
DOI: 10.6084/m9.figshare.23796363.v1
title: Dataset 2: "Partitioning the biodiversity effects on productivity into density and size components"

description: Tree biomass and density data in the Furano tree diversity experimentData description:Tree measurement dataset used in Tatsumi and Loreau (2023). The dataset consists of tree biomass (t·m<sup>−2</sup>) and densities (trees·m<sup>−2</sup>) in monoculture and mixture stands after 1, 2, 3, 16, and 31 years of planting.Experimental design:The experimental site was established in 1987 at the tree nursery of the University of Tokyo Hokkaido Forest in Furano, northern Japan (43°13′09“ N; 142°22’53” E; 223 m elevation). The dataset is based on tree census in monoculture and mixture stands of <i>Betula maximowicziana</i> (Monarch birch), <i>Quercus crispula</i> (Japanese oak), and <i>Abies sachalinensis</i> (Sakhalin fir). Tree saplings ca. 35 cm in height were planted hexagonally with 50-cm spacing. The three species were planted at equal proportions the mixture. Plot sizes were 6 m × 8 m (48 m<sup>2</sup>) for monocultures and 10 m × 10 m (100 m<sup>2</sup>) for the mixture. The dataset consists of tree sizes and densities in 1988, 1989, 1990, 2003, and 2018 (= 1, 2, 3, 16, and 31 years after planting). The heights of all live trees and diameters at breast height of individuals with height ≥ 1.3 m were measured. Aboveground tree biomass was estimated using allometric equations. See Tatsumi (2020) and Tatsumi and Loreau (2023) for further details of the experimental design.References:Please cite the following publications and this repository when using the dataset.<br>• Tatsumi S. (2020) Tree diversity effects on forest productivity increase through time because of spatial partitioning. <i>Forest Ecosystems</i> 7: 24.<br>• Tatsumi S. and Loreau M. (2023) Partitioning the biodiversity effects on productivity into density and size components. <i>Ecology Letters</i> 26(11): 1963–1673.
DOI: 10.6084/m9.figshare.7262669.v1
title: Additional file 2 of CRISPR-Cas9 off-targeting assessment with nucleic acid duplex energy parameters

description: Source code of CRISPRspec and CRISPRoff. (TAR 12,511 kb)
DOI: 10.15468/dl.ejddg6
title: Occurrence Download

description: A dataset containing 88308 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Hordeum vulgare L.)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 88308 records from 686 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013132-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.