cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.25152155.v1
title: Supplementary Material for: Survival of a Rhino-Orbital-Cerebral Mucormycosis Patient after Localized Combination Liposomal Amphotericin B Medications: A Case Report

description: <b><i>Introduction:</i></b> The aim of this study was to report a case of ROCM related to nasogastric intubation who was survived by liposomal amphotericin B (LAmB) combination therapy in situ without orbital exenteration. <b><i>Case Presentation:</i></b> A 44-year-old woman presented with a 1-week history of rapidly enlarging swelling on the right nose, cheek, and lower eyelid after underwent gastrointestinal decompression. The lesions were derived from the nasal area where the nasogastric tube had been placed. Based on the biopsy results and clinical manifestations, ROCM was diagnosed. Immediate combination therapy with intravenous LAmB and micafungin and multisection debridement of the right facial region were applied. Postoperative treatment included cleaning, irrigating, and local dressing of the wound area using LAmB. LAmB was also used daily as binocular eye drops against deep infection on the eyeballs. The patient recovered well 4 months later and remained free of disease after 40 months of follow-up. <b><i>Conclusion:</i></b> This case adds to our knowledge on the potential risk of nasogastric intubation for mucormycosis infection. Nasogastric tube may be the source of infection associated with ROCM. This report evaluates the beneficial effect of LAmB combination therapy in situ for cleaning, irrigating, local wound dressing, and eye drops on lesion areas. The combination of LAmB as cleaning, irrigating, local dressing solution, and eye drops to control intraocular and intraorbital ROCM infection has not been previously reported to our knowledge. These methods provide multiple choices to substitute for orbital exenteration on the survival of ROCM patients.
DOI: 10.6084/m9.figshare.29061086.v2
title: Statisical analysis.rar

description: This dataset contains raw observational data collected for a study on <b>flight initiation distance (FID)</b> in blackbirds (<i>Turdus merula</i>). FID is the distance at which a bird initiates escape in response to an approaching human, and is commonly used as a measure of anti-predator behavior.Dataset Overview:Each row represents a single FID trial conducted under varying environmental and behavioral conditions. The columns include:<b>FID (m):</b> Flight initiation distance in meters<b>Starting Distance (m):</b> Distance between the observer and bird when the approach began<b>Habitat Type:</b> Urban or rural classification<b>Season:</b> Season during which the observation occurred<b>Trial Order:</b> Order of trials for each individual (where applicable)<b>Individual ID:</b> Unique identifier for birds (if resighted)<b>Weather Conditions:</b> Basic weather info (e.g., sunny, cloudy, windy)<b>Initial Behavior:</b> Bird’s behavior before the approach (e.g., foraging, perched)<b>Other variables (if applicable):</b> e.g., distance to cover, flock size, observer ID, etc. NotesAll measurements are in metric units.Values were recorded under standardized protocols to minimize observer bias.<br><b>Title:</b> R Script for Analysis of Flight Initiation Distance in Blackbirds<br><b>Description:</b><br>This R script (<code>FID_analysis.R</code>) contains the full statistical analysis used in the study on flight initiation distance (FID) in blackbirds (<i>Turdus merula</i>). It includes data cleaning, exploratory analysis, generalized linear or mixed-effects modeling, and visualization. The code is fully annotated and designed for reproducibility. It accompanies the dataset available in the same repository and supports all results reported in the associated manuscript.<br><br>
DOI: 10.6084/m9.figshare.10008929.v3
title: Nagqu_ET_partitioning_data

description: Meteorological and isotope data used in the article entitled "Quantifying the controls on evapotranspiration partitioning in the highest alpine meadow secosystem", which is published in Water Resources Research.
DOI: 10.6084/m9.figshare.22647850.v1
title: Data for "Discrete simulations of fluid-driven transport of naturally shaped sediment particles"

description: There are three folders:
data: contains raw data and the corresponding matlab (.m) files to make the figures used in the manuscript
program: contains the code for the DEM-LBM simulations, as well as some examples (flume simulations). See readme.txt for how to compile the code and run simulations.
videos: contains the two SI videos
DOI: 10.6084/m9.figshare.27094201.v1
title: Early Detection of Citrus Huanglongbing by UAV Remote Sensing Based on MGA-UNet

description: Citrus Huanglongbing (HLB), also known as citrus greening, is a severe disease that has caused substantial economic damage to the global citrus industry. Early detection is challenging due to the lack of distinctive early symptoms, making current diagnostic methods often ineffective. Therefore, there is an urgent need for an intelligent and timely detection system for HLB. This study leverages multispectral imagery acquired via unmanned aerial vehicles (UAVs) and deep convolutional neural networks. We introduce a novel model, MGA-UNet, specifically designed for HLB recognition. This image segmentation model enhances feature transmission by integrating channel attention and spatial attention within the skip connections. Furthermore, we evaluate the comparative effectiveness of high-resolution and multispectral images in HLB detection, finding that multispectral imagery offers superior performance. To address data imbalance and augment the dataset, we employ a generative model, DCGAN, for data augmentation, significantly boosting the model's recognition accuracy. Our proposed model achieved a mIoU of 0.89, a mPA of 0.94, a precision of 0.95, and a recall of 0.94 in identifying diseased trees. The intelligent monitoring method for HLB presented in this study offers a cost-effective and highly accurate solution, holding considerable promise for the early warning of this disease.
DOI: 10.6084/m9.figshare.28003652.v1
title: Table S1

description: Exclusion list
DOI: 10.17632/dmphs2hkhy
title: Data set for IFRS adoption and stock market performance in SSA

description: The data set was collected to investigate the impact of IFRS adoption on the performance of the 3 biggest stock markets in Sub-Saharan Africa (South Africa, Nigeria and Kenya). Some control variables like Market capitalization to GDP, real GDP growth, number of listed companies were also included in the model.
DOI: 10.6084/m9.figshare.1348274.v2
title: CAS letter about our mention of Goldfarb patent

description: CAS wrote to J Med Chem to point out an "error" in our paper http://www.ncbi.nlm.nih.gov/pubmed/25415348
DOI: 10.6084/m9.figshare.21700955.v2
title: Leaf age-dependent LAI seasonality product (Lad-LAI) over tropical and subtropical evergreen broadleaved forests

description: This dataset provides 0.25 degree spatial resolution leaf age-dependent LAI seasonality product (Lad-LAI) (2001-2018) over tropical and subtropical evergreen broadleaved forests (TEFs). The mapped extent is longitude (-180, 180) and latitude (-30, 30). (1) Methodology and performance The canopy leaves of TEFs were simplified into three age cohorts, i.e., young, mature and old one, with different photosynthesis capacity (maximum carboxylation rate, V<sub>cmax</sub>) to produce a grid dataset of leaf age-dependent LAI product (referred to as Lad-LAI) over the continental scale from satellite observations of TROPOMI sun-induced chlorophyll fluorescence (SIF) as a proxy of leaf photosynthesis. Validations against in situ measurements of seasonal LAI data, satellite based EVI and in situ measurements of seasonal litterfall data demonstrated the products were in high accuracy. (2) Dataset information The dataset is provided in geotif (*.tif) format with pixel values of 0-7 for LAI<sub>young</sub>, LAI<sub>mature</sub> and LAI<sub>old</sub>. Data named "LAI_young_025deg_1.tif" means leaf area index of young leaves mapped in January. <br> Any questions about the dataset can be corresponded to Xiuzhi Chen (chenxzh73@mail.sysu.edu.cn).
DOI: 10.6084/m9.figshare.5124562.v1
title: Supplementary Material for: Urine Catalytic Iron and Neutrophil Gelatinase-Associated Lipocalin as Companion Early Markers of Acute Kidney Injury after Cardiac Surgery: A Prospective Pilot Study

description: <b><i>Background:</i></b> Open heart surgery with cardiopulmonary bypass is recognized as a common cause of acute kidney injury (AKI). The conventional biomarker creatinine is not sensitive enough to detect AKI until a significant decline in renal filtration has occurred. Urine neutrophil gelatinase-associated lipocalin (NGAL), part of an acute response to the release of tissue iron from cells, is an early biomarker and a predictor of AKI in a variety of clinical settings. We sought to evaluate the relationship between urine catalytic iron (unbound iron) and NGAL over the course of AKI due to cardiac surgery. <b><i>Methods:</i></b> Fourteen patients who underwent open heart surgery had the following measured: serum creatinine (0, 12, 24, 48 and 72 h postoperatively), urine NGAL and urine catalytic iron (0, 8, 24 and 48 h postoperatively). Urine NGAL and urine catalytic iron were quantified by immunoassay and bleomycin-detectable iron assay, respectively. AKI was defined by the Acute Kidney Injury Network (AKIN) criteria. <b><i>Results:</i></b> Urine catalytic iron increased significantly (p &lt; 0.05) within 8 h and peaked at 24 h postoperatively in patients who developed AKI (n = 8, baseline 101.96 ± 177.48, peak 226.35 ± 238.23 nmol/l, p = 0.006), but not in non-AKI patients (n = 6, baseline 131.08 ± 116.21, peak 163.99 ± 109.62 nmol/l, p = 0.380). Urine NGAL levels also peaked at 24 h with significant increase observed only in AKI patients: AKI – baseline 34.88 ± 26.47, peak 65.50 ± 27.03 ng/ml, p = 0.043; non-AKI – baseline 59.33 ± 31.72, peak 71.00 ± 31.76 ng/ml, p = 0.100. The correlation between baseline levels of urine catalytic iron and NGAL and peak levels of urine catalytic iron and NGAL was r = 0.86, p &lt; 0.0001. <b><i>Conclusion:</i></b> Urine catalytic iron appears to rise and fall in concert with NGAL in patients undergoing cardiac surgery and may be indicative of early AKI. Future research into the role that catalytic iron plays in acute organ injury syndromes and its potential diagnostic and therapeutic implications is warranted.
DOI: 10.17632/4xmypsnfwr
title: Data for: Effects of subcritical and supercritical CO2 sorption on deformation and failure of high-rank coals

description: Excel spreadsheets show the stress-strain results of the uniaxial compressive tests performed on 20 coal specimens. Two high rank coals from different depths and locations of the South Wales Coalfield were considered. 12 coal specimens were saturated with CO2 for 2 weeks at different pressures (both subcritical and supercritical CO2) prior to uniaxial compression, while 8 samples were tested in natural (non-saturated) state. The results of the granulometric sieve analysis of post-failure samples are also given.
DOI: 10.17632/7p946v6h52
title: Types and Distribution of Environmental Justice Conflicts in the MENA Region

description: The Middle East and North Africa (MENA) region faces many challenges and increased pressure on natural resources, and is highly vulnerable to climate change impacts. An improved understanding of the patterns of ecological conflicts in the MENA region is essential for improved policy development and directing efforts and resources.
This data shows the types of ecological conflicts most common in the MENA region, and which countries show most reports of such conflicts.
The results show that  Fossil Fuels and Climare Justice/Energy had the most cases reported, followed by Water Management conflicts, while the least reported was Biodiversity Conservation Conflicts. The regions that had the most reported conflicts were Lebanon, Egypt, Palestine and Israel.
DOI: 10.17632/rf4skk7235
title: Data and code for "Regulatory Costs of Being Public: Evidence from Bunching Estimation"

description: This is the replication package for the paper "Regulatory Costs of Being Public: Evidence from Bunching Estimation" (Ewens, Xiao and Xu, forthcoming Journal of Financial Economics). 

For the public float data, please see this repository: https://github.com/michaelewens/public_float_regulation
DOI: 10.6084/m9.figshare.25827175.v1
title: Data for "Surprising dynamics phenomena in Diels–Alder reaction of C<sub>60</sub> uncovered with AI".

description: Active learning of Diels–Alder reaction of (1) ethene + 1,3-butadiene, (2) C60 + 2,3-dimethyl-1,3-butadiene, (3) C60 + 1,3-butadiene.Files description:In video.zip, there are videos of trajectories of direct reactions and roaming.In c60_data_code.zip, there are active learnings of ethene + 1,3-butadiene and C60 + 2,3-dimethyl-1,3-butadiene. AL models, training sets, quasi-classical trajectories and analyses are included.In c60_butadiene_data_code.zip, there is active learning C60 + 1,3-butadiene. AL models, training sets, quasi-classical trajectories and analyses are included.In ref_roaming_traj.zip, there are 5 roaming trajectories at the reference level (UB3LYP-D4/6-31G*).
DOI: 10.6084/m9.figshare.28095356.v1
title: China Travel Word Frequency Query

description: This paper will apply content and frame analysis of YouTube vlogs under the topic “China Travel” to explore the question: How does externally driven public diplomacy influence the development of China’s public diplomacy and soft power? Additionally, it distinguishes externally driven public diplomacy from traditional government-led approaches, providing insights for international actors seeking to enhance their soft power in an increasingly interconnected world.
DOI: 10.11583/dtu.14267861.v1
title: Global Wind Atlas v3 (orography and bathymetry)

description: This data combines the GEBCO bathymetric dataset with the SRTMv3 and Viewfinder 3 arc-second orography data. The data is interpolated to 250m, and all land locations are given positive values, while water surfaces are given negative values.<br><b>Orographic height over land</b><br>Void-filled SRTM data was used between 60°N and 60°S, with a few exceptions where the void filling process introduced artifacts that were not present in the Viewfinder Panoramas Digital Elevation Model. This was particularly apparent in the Pacific islands.<br><br>North of 60°N the Viewfinder Panoramas DEM was used, allowing us to include model results for large parts of Scandinavia, Russia, and Canada. For these areas, the main sources to the Viewfinder Panoramas DEM are height contours from Russian military maps and Canadian Digital Elevation Data. The Viewfinder Panoramas DEM had several void regions which were filled using a cubic interpolation in the y-dimension of the raster. This was chosen after investigating many of the void regions and finding that they tended to run east-west.<br>Both DEM datasets were provided as 1° by 1° tiles in the WGS 1984 coordinate system (EPSG: 4326). To support the UTM projection used in the modeling, the data was re-projected to a 150m grid spacing using cubic interpolation. The interpolation was done using the Geospatial Data Abstraction Library (GDAL) tool gdalwarp. The 150m resolution was selected as it corresponds to the effective resolution of the SRTM data.<br>The data was then re-projected again in the WAsP model to the 250m using the approach of the European Wind Atlas.<br><br><b>Bathymetry data (Oceans)</b><b><br></b>Negative elevation data for seabed bathymetry was obtained from GEBCO’s gridded bathymetric data set, the GEBCO_2020 grid, which is a global terrain model for ocean and land at 15 arc-second intervals. The GEBCO_2020 grid was prepared for use in the GWA by the World Bank Group.<br>Data set attribution: GEBCO Compilation Group (2020) GEBCO 2020 Grid (doi:10.5285/a29c5465-b138-234d-e053-6c86abc040b9).<br><b>Data combination</b><b><br></b>The datasets were combined by first masking each using the fine resolution of the GSHHG coastline dataset, to ensure that all land values were positive and all water values were negative, with no data have a value of 0.
DOI: 10.17632/6fhkf5xdy2
title: Dataset for the structural performance assessment and material cost optimisation of hybrid carbon/glass fibre 10 MW wind turbine blades
DOI: 10.17632/cz2wzrwfzp
title: Questionnaire-cyberbullying, resilience and depression

description: The questionnaire consists of the Cyber-victim dimension of Cyberbullying Test, the Resilience Scale and Beck Depression Inventory (BDI) used for obtaining data from university students in Saudi Arabia. The Cyber-victim has 11 items. The Resilience Scale has 25 items, but for the current study it was adapted to include 21 items. Beck Depression Inventory has 21 items, however three items were removed after evaluating its suitability with the culture in Saudi Arabia.
DOI: 10.17632/pgwmcfcppk
title: Philippine Disease Cases Data (2017-2021)

description: This secondary data is from the Philippine Integrated Disease Surveillance and Response (PIDSR) and Epidemiology and Disease Control Surveillance (EDCS) weekly reports, issued by the Public Health Surveillance Division of the DOH. These reports, containing data from 2017 to 2021 on diseases like Acute Flaccid Paralysis, Diphtheria, Measles, Rubella, Neonatal Tetanus, Non-neonatal Tetanus, Chikungunya, Dengue, Leptospirosis, Rabies, Acute Bloody Diarrhea, Hepatitis A, Cholera, Rotavirus, Typhoid Fever, Influenza-Like Illness, and Meningococcal Disease, were compiled from various health facilities nationwide. The dataset addressed challenges like missing observations and cumulative case counts in its 260 weekly case observations for each disease. To the dataset, differences between weekly confirmed cases were calculated, and missing data were imputed using multiple imputation with predictive mean matching. The dataset was used in the study that aims to evaluate the underreporting of disease cases during the COVID-19 by analyzing significant differences between the actual and forecasted observations (from forecasting models). The R scripts used to execute the methodology of the study are available at https://github.com/samjohnparr/PH_Disease_Underreporting.
DOI: 10.17632/9pn955p5vj
title: Retail Inventory Data

description: This dataset shows the retail store inventory in terms of costs, price, quantity, and SKUs.
DOI: 10.6084/m9.figshare.11815050.v1
title: Imaging Fluorescence Measurements of Black Plastic Particles Measured With 532 nm Excitation

description: The data contains imaging fluorescence measurements of black plastic particles in the spectral range from 540 nm to 900 nm. The files are stored in the envi-format used typically for hyperspectral data. Therefore there are two files for each measurement: the data (.envi) and the header-file (.envi.hdr). The files can be opened with software like ENVI or the Imanto<i>viewer </i>(https://www.iws.fraunhofer.de/de/geschaeftsfelder/chemische_oberflaechentechnik/prozess_monitoring/produkte/imanto.html). The measurements were made with a lab system developed for imaging fluorescence measurements. For excitation a 150 mW 532 nm Nd:YAG laser was used. The samples were also illuminated with a 870 nm LED. For more information please have a look at the reference paper. For each polymer approximately 400 particles were measured. Per measurement around 40 particles were placed on a Si-wafer an scanned with the system and ten measurements were done per polymer. The measured polymers are HDPE, PP, SBR, PA6, PA6 with glassfiber, PA66, PA66 with glass fibre, PA66 with flame retarder, TPU, TPE, TEEE, PPS, PBT and POM. The samples were obtained from a recycling plant and the plastic was grinded cryogenically at the plant.The data was used to train classification models. The objective is to use the method for sorting black plastics.<br><br>
DOI: 10.6084/m9.figshare.14458671.v1
title: instagram_compressed_JPEG_2.zip

description: JPEG images are uploaded to instagram, and the original and the downloaded versions are provided. This dataset contains images that are uploaded as a post with two images.
DOI: 10.6084/m9.figshare.28604060.v1
title: SNP genotyping data for Iranian Holstein

description: The GBS libraries were established and sequenced for the Iranian Holstein.One-hundred forty and 60 animals from herd 1 and 2 were genotyped by the GGP-LD v.4 SNP panel (with 30,108 SNPs) and the Affymetrix Axiom Bovine Array-50K (with 51,987 SNPs), respectively.
DOI: 10.6084/m9.figshare.28720229.v1
title: Public Finance Dynamics in North Africa: A Comparative Assessment of Tunisia and Morocco's Growth Challenges

description: This study provides an extensive comparison of public finance management between Tunisia and Morocco, two North African nations with similar economic characteristics but different fiscal policies and outcomes. Using an extended time series spanning 2000-2024, the paper combines theoretical frameworks with robust empirical analysis, incorporating data from the World Bank, IMF, and national sources. The regression models control for institutional quality, FDI flows, trade openness, human capital indicators, and external shocks including the COVID-19 pandemic. Employing advanced econometric techniques including GMM estimation to address endogeneity concerns, the findings demonstrate that Morocco’s fiscal management shows significantly greater efficiency, contributing to its superior economic performance compared to Tunisia. Our results, contextualized within the broader MENA region literature, suggest that differences in tax policy effectiveness, expenditure quality, and debt management explain a substantial portion of the growth divergence. Comprehensive policy recommendations are offered to improve fiscal management in Tunisia, drawing lessons from Morocco’s experience while acknowledging the institutional and structural differences between the countries.
DOI: 10.6084/m9.figshare.29083523.v1
title: Gridded data of building material stocks of aluminum

description: 5,538,063 records are weight in urban building MS of aluminum in two urban agglomerations from 2000 to 2020 at 500×500m grid scale.
DOI: 10.6084/m9.figshare.5991136.v2
title: Supplementary Material for manuscript "PKA-RII subunit phosphorylation precedes activation by cAMP and regulates activity termination" by Jörg Isensee, Melanie Kaufholz, Matthias Knape, Jan Hasenauer, Hanna Hammerich, Humberto Gonczarowska-Jorge, Rene Zahedi, Frank Schwede, Friedrich Herberg, and Tim Hucho

description: This fileset contains Supplementary Material for the manuscript "PKA-RII subunit phosphorylation precedes activation by cAMP and regulates activity termination" by Jörg Isensee, Melanie Kaufholz, Matthias Knape, Jan Hasenauer, Hanna Hammerich, Humberto Gonczarowska-Jorge, Rene Zahedi, Frank Schwede, Friedrich Herberg, and Tim Hucho.<br>1) Descriptions of the considered mathematical models.2) Experimental data used for parameter estimation and validation.3) Code for parameter estimation, analysis and validation of the model using the MATLAB toolbox Data2Dynamics.4) Visualisations of essential results.
DOI: 10.6084/m9.figshare.20452797.v2
title: Stability, Wellbeing and Culture

description: Questionnaire
DOI: 10.6084/m9.figshare.24978648.v3
title: Hydra-SINTEX datasets

description: interactive ensemble coupled model
DOI: 10.6084/m9.figshare.26485657.v1
title: Data Final.xlsx

description: This file includes all the raw data involved in the article submitted to <b><i>All Life</i></b>.