cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.13221245.v1
title: Supplementary Material for: Alveolar Airspace Size in Healthy and Diseased Infant Lungs Measured via Hyperpolarized <sup>3</sup>He Gas Diffusion Magnetic Resonance Imaging

description: <b><i>Background:</i></b> Alveolar development and lung parenchymal simplification are not well characterized in vivo in neonatal patients with respiratory morbidities, such as bronchopulmonary dysplasia (BPD). Hyperpolarized (HP) gas diffusion magnetic resonance imaging (MRI) is a sensitive, safe, nonionizing, and noninvasive biomarker for measuring airspace size in vivo but has not yet been implemented in young infants. <b><i>Objective:</i></b> This work quantified alveolar airspace size via HP gas diffusion MRI in healthy and diseased explanted infant lung specimens, with comparison to histological morphometry. <b><i>Methods:</i></b> Lung specimens from 8 infants were obtained: 7 healthy left upper lobes (0–16 months, post-autopsy) and 1 left lung with filamin-A mutation, closely representing BPD lung disease (11 months, post-transplantation). Specimens were imaged using HP <sup>3</sup>He diffusion MRI to generate apparent diffusion coefficients (ADCs) as biomarkers of alveolar airspace size, with comparison to mean linear intercept (<i>L</i><sub>m</sub>) via quantitative histology. <b><i>Results:</i></b> Mean ADC and <i>L</i><sub>m</sub> were significantly increased throughout the diseased specimen (ADC = 0.26 ± 0.06 cm<sup>2</sup>/s, <i>L</i><sub>m</sub> = 587 ± 212 µm) compared with healthy specimens (ADC = 0.14 ± 0.03 cm<sup>2</sup>/s, <i>L</i><sub>m</sub> = 133 ± 37 µm; <i>p</i> &lt; 1 × 10<sup>−7</sup>); increased values reflect enlarged airspaces. Mean ADCs in healthy specimens were significantly correlated to <i>L</i><sub>m</sub> (<i>r</i> = 0.69, <i>p</i> = 0.041). <b><i>Conclusions:</i></b> HP gas diffusion MRI is sensitive to healthy and diseased regional alveolar airspace size in infant lungs, with good comparison to quantitative histology in ex vivo specimens. This work demonstrates the translational potential of gas MRI techniques for in vivo assessment of normal and abnormal alveolar development in neonates with pulmonary disease.
DOI: 10.6084/m9.figshare.19354817.v1
title: Inherited and de novo variation in Lithuanian genomes: introduction to the analysis of the generational shift

description: vcf file contains the 1.4 million SNV dataset generated of whole-genome sequencing (WGS) that was performed for 25 trios of Lithuanian origin at coverage of 26.88-61.38x (an average of 36.27x). Overall, the sample size contains 75 individuals: 25 newborns, 25 mothers, and 25 fathers.
DOI: 10.6084/m9.figshare.24717789.v1
title: EC-data-

description: This dataset contains the Electrochemical testing results for the paper titled: <b>Effect of Solid-Electrolyte Pellet Density on Failure of Solid-State Batteries</b>
DOI: 10.6084/m9.figshare.27147678.v1
title: Labelled dataset for FDD in an auditorium

description: The dataset was collected from the Sejong Arts Center, located at 21, Gungnipbangmulgwan-ro, Sejong-si, Republic of Korea, covering an area of 16,186 m² (B1 to 6F). The main specifications of the 13 different AHUs installed in an auditorium. The HVAC system is equipped with 15 different sensors, which collect information used to determine the seven types of conditions for Fault Detection and Diagnosis (FDD).
DOI: 10.6084/m9.figshare.27419877.v1
title: The genome assembly and annotation of Dipteris shenzhenensis

description: <i>Dipteris</i> is a relic plant genus and the important indicator of global climate warming and plant geography during the Mesozoic era. However, the lack of genomic resources has hindered the study of paleoclimate, systematic evolution, and medicinal value of this genus. Here, we sequenced and assembled the first chromosome-level genome of <i>Dipteris shenzhenensis</i>. The assembled genome was 1.9 Gb with a contig N50 length of 4.75 Mb, GC content of 42.28% and BUSCO value of 98.3%, and 98.37% of the assembled sequences were anchored onto 33 pseudochromosomes. 71.97% of the genome were predicted to be repetitive sequences, and a total of 26,471 protein coding genes were predicted, in which, 24,485 (92.5%) genes could be functionally annotated. Phylogenomic and comparative analyses suggested that <i>D. shenzhenensis</i> had experienced a whole genome duplication event after it diverged with other ferns at about 283.5 million years ago. The first high-quality genome of <i>Dipteris</i> will provide important genome resources for understanding the systematic evolution, paleoclimate and medicinal value of ferns.
DOI: 10.6084/m9.figshare.28201160.v1
title: <sub>Supporting information and the FEM source code for "Finite element method for garnet diffusion chronometry</sub><sub>"</sub>

description: Solving the diffusion equation for species diffusion in garnet provides insights into the duration and rate of geological processes. However, previous research has oversimplified garnet as a sphere, failing to accurately represent the intricate shapes of real minerals and varying boundary conditions, which limits its applicability. In this study, we introduce a numerical approach known as the Finite Element Method (FEM) to overcome these challenges. We thoroughly explain the rationale behind FEM, detailing the procedure for transforming the original diffusion equation into a final linear system for easier resolution. Subsequently, we implemented the method and conducted a comprehensive accuracy analysis involving lutetium (Lu) diffusion within a spherical garnet. Our accuracy analysis reveals that with finer discretization, the relative error is maintained within ±1‰, surpassing the accuracy of LA-ICP-MS by an order of magnitude. This finding underscores the robustness of the method. Furthermore, we conducted two- and three-dimensional numerical diffusion experiments across arbitrarily defined geometries and diverse boundary conditions, which highlight the method’s adaptability for addressing diffusion under these complexities. We conclude that FEM effectively eliminates the geometric constraints of minerals and allows for the application of diverse boundary conditions, thereby holding promise for widespread applications in the field.
DOI: 10.6084/m9.figshare.29164211.v1
title: Supplementary Material for Scalable Contract Design - addCHP

description: Supplementary Material for Scalable Contract Design - addCHP
DOI: 10.6084/m9.figshare.5050840.v1
title: Soil data

description: Soil from soil flooded after 0, 1, 3, 5, 7, 10, 14, 17, 21, 24 and 31 days.<br>
DOI: 10.6084/m9.figshare.5114062.v4
title: Quercus ilex chorology

description: Distribution map of holm oak (<i>Quercus ilex</i>)These maps were produced by combining numerous and heterogeneous data collected from atlas monographs providing complete species distribution maps, from national to regional atlases, occurrence geo-databases, scientific and grey literature.The maps were created using ESRI shapefiles (*.shp, *.shx, *.dbf, *.prj files) archived in the ZIP file. Species range is mapped with polygon features (name suffix "plg"), which define continuous areas of occupancy of the species, and with point features (name suffix "pnt"), which identify more fragmented and isolated populations. If synanthropic occurrences are reported outside the species natural range, additional point and/or polygon shapefiles are also present (suffix "syn").<br>Polygon borders delimiting species ranges are generalized across the mainland and sea boundaries. This offers the possibility to mask sea areas or to clip and extract the terrestrial range parts using GIS data layers of the users' choice. An additional version of polygon ranges are clipped with a coastline (name suffix "clip"), which have been derived from Natural Earth dataset "Admin 0 - Countries" 1:50M version 4.1.0 (https://www.naturalearthdata.com).Please cite as:<br>Caudullo, G., Welk, E., San-Miguel-Ayanz, J., 2017. Chorological maps for the main European woody species. Data in Brief 12, 662-666. DOI: doi.org/10.1016/j.dib.2017.05.007Additional information and used references are on 'supplementary materials' document:<br>https://doi.org/10.6084/m9.figshare.5091901Chorological maps are part of the "European Atlas of Forest Tree Species" project:https://w3id.org/mtv/FISE-Comm/v01
DOI: 10.6084/m9.figshare.8293298.v1
title: fWwater.m from Nectar, humidity, honey bees (<i>Apis mellifera</i>) and varroa in summer: a theoretical thermofluid analysis of the fate of water vapour from honey ripening and its implications on the control of <i>Varroa destructor</i>

description: This theoretical thermofluid analysis investigates the relationships between honey production rate, nectar concentration and the parameters of entrance size, nest thermal conductance, brood nest humidity and the temperatures needed for nectar to honey conversion. It quantifies and shows that nest humidity is positively related to the amount, and water content of the nectar being desiccated into honey and negatively with respect to nest thermal conductance and entrance size. It is highly likely that honeybees, in temperate climates and in their natural home, with much smaller thermal conductance and entrance, can achieve higher humidities more easily and more frequently than in man-made hives. As a consequence, it is possible that <i>Varroa destructor</i>, a parasite implicated in the spread of pathogenic viruses and colony collapse, which loses fecundity at absolute humidities of 4.3 kPa (approx. 30 gm<sup>−3</sup>) and above, is impacted by the more frequent occurrence of higher humidities in these low conductance, small entrance nests. This study provides the theoretical basis for new avenues of research into the control of varroa, via the modification of beekeeping practices to help maintain higher hive humidities.
DOI: 10.17632/2g2vrgjb4z
title: PROSPECTS AND PROBLEMS OF TOURISM ALONG WITH IDENTIFICATION OF TOURIST SPOTS IN THE HAFLONG REGION, ASSAM

description: Tourism is one of the best trades as it offers employment to the local youth, foreign exchange earnings, diplomatic and cultural relations, and overall boosts the economy. According to World Tourism Organization (WTO), tourism is the leading sector in the globe in terms of employment creation and income generation. As per the Statista Research Department Report, Foreign exchange earnings have reached 30 billion U.S dollars and 87 million employments from the travel and tourism sector in India in the financial year 2019. Tourism is a modern concept as it has great potency for sustainable development of nature-based resources, vast wildlife, beautiful forest, and landscape. Haflong is the only hill station of Assam, located at the foothill of Borail range in southern Assam. The Haflong region is widely known for her natural lake, cultural diversity, bird mystery, and enchanting nature. The tourism potentiality of the
region includes Nature tourism, Eco-tourism, Cultural tourism, Religious tourism, Wildlife tourism, and River tourism. Geographical isolation, poor infrastructure amenities, political instability, and lack of awareness are some of the challenges. The present paper intends to highlight various potential tourist spots and explore the bright prospects and problems of tourism in the Haflong region. The data are collected from secondary sources only.
DOI: 10.17632/464h3c756j
title: Data for: Feasibility study on a vehicular thermoelectric generator coupled to an exhaust gas heater to improve aftertreatment’s efficiency in cold-starts.

description: Data obtained from WLTP tests.
DOI: 10.17632/5m2j5kdmyt
title: Calibration, Soil Moisture, LAI, and ETo Data for the Orinoquía Region

description: This dataset includes the calibration data for load cells, soil moisture retention curves, bulk density, Leaf Area Index (LAI), and reference evapotranspiration (ETo) measurements collected in the Orinoquía region of Colombia. The data were used to evaluate evapotranspiration dynamics and optimize irrigation practices in tropical agroecosystems. The dataset is provided in an Excel file format, with detailed tables for each variable, including calibration parameters, soil characteristics, and ETo estimates, enabling further analysis and modeling for sustainable water management.
DOI: 10.17632/5mxjh6h5db
title: Urdu Poetry OCR

description: Scanned images for handwritten Urdu Poetry from Ghalib and Iqbal with corresponding Unicode Text annotations
DOI: 10.17632/cjmmkz3yz4
title: Ara Dinkjian's Works in Turkish Popular Music

description: In this dataset, 20 musical scores that belong to Ara Dinkjian, an Armenian composer and living in the American diaspora, added to the Turkish Popular Music repertoire from the 1980s to the present, were located in.
DOI: 10.17632/hcsk9mfp6c
title: Intelligent Robotics

description:  The sustainable development of STEAM education has an important influence on the promotion of reform and innovation in the field of primary education. To explore the impact of intelligent robots on the sustainable development of STEAM education, this study developed and applied a STEAM course with the theme of intelligent educational robots, and then surveyed 474 primary students who had taken this course. Results showed that hands-on was found to be a predictor to minds-on and minds-on had significant effects on hearts-on. Interestingly, while the personal operation of intelligent robots by student had a positive effect on stimulating minds-on thinking, it had no significant direct effect on promoting minds-on participation. This study suggested that teachers should pay attention to giving students appropriate teaching guidance based on students' hands-on operation, and provide them with some support strategies that can organize learning resources flexibly and participate in deep learning, so as to inspire their hearts-on ex-perience and improve the sustainable development of STEAM education.
DOI: 10.17632/p9mswz7878
title: primary thesis paper excel sheet

description: datasheet regarding participants in thesis
DOI: 10.17632/px6bvyft7x
title: Breastfeeding and State Policy

description: This dataset merged public health data from National Immunization Surveys Data from 2006 to 2016 and matching state policy data from Correlates of State Policy Project (CSPP), the U.S. Department of Agriculture/Economic Research Services (USDA/ERS) Supplemental Nutrition Assistance Program (SNAP) Policy Index, the U.S. Bureau of Labor Statistics (BLS), Centers for Medicare & Medicaid Services (CMS), and the Census Bureau. The integrated dataset compiles of variables in breastfeeding outcome, child’s and mother’s socio-demographic characteristics, and state-level policy measures, including SNAP participation rates, SNAP policy indices, unemployment rates, and Children’s Health Insurance Program (CHIP) enrolment rates. This multidisciplinary dataset included information of a total of 219,904 children with 103 variables.
DOI: 10.5522/04/28236041.v1
title: Destination frugal abundance according to an Icelandic 'slow' village: How to move towards degrowth-aligned futures

description: This is the data that I collected during my PhD fieldwork in a rural Icelandic village called Djúpivogur in May 2022.<br><br>A part of the data is qualitative, coming from transcripts of a two-day participatory workshop, 9 formal and some informal interviews as well as from notes from participant observation. Another part of the data is quantitative, coming from 40 survey responses. The quantitative data was mostly used to assess how close the village was to 'frugal abundance', defined as a situation in which everyone lives well, the consumption is low and the material wants of everyone are satisfied. The qualitative data revolves around better understanding the cultural and institutional arrangements that made the village close to frugal abundance in the first place as well as to letting the participants imagine how other societies could go in such directions.<br><br>The quantitative data was analysed using basic statistical techniques, while the qualitative data was analysed through a thematic analysis following the usual tenets of the critical realist philosophy of science. The results will be published as part of my PhD thesis called 'Destination frugal abundance: How to move towards degrowth-aligned futures' in 2025. Some of the qualitative results will also soon (early 2025) be part of a book chapter called 'Frugal abundance: Meaning in practice in an Icelandic village' in <i>The Routledge Handbook on Degrowth</i>. I also intend to use them in other peer-reviewed publications.
DOI: 10.6084/m9.figshare.14120975.v1
title: Hawaiian Islands 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> Tudman, P., 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., Wolff, J., Yuwono, D., Bambric, B., Fox, H., Lieb, Z., Asner , G., Knapp , D., Li, J., Harris, B., Larsen, K. & Rice, K. 2021. Hawaiian Islands Benthic Type Reference Sample. University of Queensland. DOI: https://doi.org/10.6084/m9.figshare.14120975 <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.19110290.v1
title: Mitophylogenomics of Chlamydomonadales

description: Single-gene datasets (trimmed and untrimmed); concatenated matrix of predicted proteins
DOI: 10.6084/m9.figshare.19208295.v1
title: CodeBook.xlsx

description: The SPSS exported Codebook for the RAAAP-2 Main Dataset. It contains some small explanations on how differences from RAAAP-1 have been dealt wth.
DOI: 10.6084/m9.figshare.24133086.v2
title: EVATOM_Code_and_data

description: The data is an example dataset for mouse embryo viability assay presented in "<b>EVATOM: a novel embryo health assessment tool</b>." It contains three folders: <i>healthy</i>: a H/I class embryo,<i> sick:</i> a S class embryo and <i>sparse_prediction</i>: for demonstrating sparse prediction functionality on select z-slices of live embryo. Healthy and sick folders, each have two subfolders: <i>'cropped'</i>-containing LS-GLIM quantitative phase images and <i>'new'</i>-containing corresponding nucleus predictions from NPM. <i>Sparse_prediction</i> folder has select z-slices in <i>'overlapped'</i> folder with raw file needed for IBM prediction <i>'unknown.csv' </i>and IBM prediction example<i> 'check.csv'</i>.MATLAB app for demonstration of EVATOM is also provided.modelp99.pth is the trained IBMfinal_model.h5 is the trained NPMmodel_94202.mat is the trained FBMSupplementary movies are also provided.Github repository for model inference scripts is linked as related materials.
DOI: 10.6084/m9.figshare.24866310.v1
title: Population exposed to clean water scarcity under (uncertain) climate change and socioeconomic development.

description: Population exposure to clean water scarcity (expressed in billion people, and as a percentage) per geographic region under uncertain climate change and socioeconomic developments.Water scarcity is quantified considering water quantity aspects only (WS) and also including surface water quality (WSq). Assessments are made on the basis of monthly output data of sectoral water demands (domestic, industrial, livestock and irrigation), water availability (e.g. discharge) and water quality (total dissolved solids, biological oxygen demand and fecal coliform) simulated by a coupled global hydrological (<i>PCR-GLOBWB2</i>) and surface water quality (<i>DynQual</i>) model.
DOI: 10.6084/m9.figshare.25367260.v1
title: infrared-dataset.zip

description: This is a dataset for infrared target detection, which includes images and annotation files.
DOI: 10.6084/m9.figshare.25756854.v1
title: pig.phage.20240506.fasta.gzDomestic Animals Gut Phage Database

description: Assemble genomes for Domestic Animals Gut Phage Database
DOI: 10.6084/m9.figshare.28296980.v1
title: FigShare_runandtumblevesicles

description: This dataset contains the experimental and simulation data supporting the findings in the study of phase-separated Janus giant unilamellar vesicles (GUVs) under AC electric fields. The data demonstrate how the intrinsic fluidity of lipid membranes drives reconfigurable motion and transient run-and-tumble-like behaviors, characterized by domain mixing and re-separation. Key results include fluorescence microscopy images, particle trajectories, velocity measurements, phase diagrams, and theoretical modeling of electrohydrodynamic flows and particle dynamics. This dataset provides insights into the interplay of membrane composition, field parameters, and motility in synthetic cell-inspired systems.
DOI: 10.6084/m9.figshare.28706264.v2
title: ChronoQA

description: <b>ChronoQA: A Benchmark for Temporal-Sensitive Question Answering</b><br>ChronoQA is a novel dataset designed to evaluate and advance retrieval-augmented generation (RAG) systems in handling time-sensitive queries. Featuring diverse question types—including explicit/implicit time expressions, multi-hop reasoning, and varying temporal scopes—ChronoQA is automatically constructed from dynamic news sources to ensure scalability and up-to-date relevance. With over 5,000 high-quality QA pairs, it supports single- and multi-document reasoning, addressing critical gaps in existing benchmarks by emphasizing temporal alignment and complex event dependencies. ChronoQA serves as a foundational resource for developing robust models capable of navigating evolving real-world knowledge.<br>Paper Title: Chrono-O1: Advancing Temporal Sensitive RAG through Progressive Multi-Step Reflection