cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/7gmcvftfwj
title: FE-CLIP: A tool for the calculation of the solid–liquid interfacial free energ

description: In manufacturing industries, predicting the work of adhesion between complex solid and liquid surfaces has become essential. FE-CLIP offers a routine for evaluating the work of adhesion between solid and liquid surfaces by calling a subroutine from a molecular dynamics simulation code. When FE-CLIP is applied to the solid–liquid interface, liquid molecules are separated from the solid surface according to its shape using a set of spherical potentials. This is efficient when applied to the solid surfaces with complex structures such as polymer-grafted surfaces. An adaptive scheme for updating the parameters contained in the potential and automatic refinement of integration points are introduced to facilitate the application of FE-CLIP to various solid–liquid interfaces. We applied FE-CLIP to the separation of water from a polymer-grafted gold surface to demonstrate that the proposed method gives reliable results by suppressing the variation of the free energy gradient, which is important for accurate numerical integration.
DOI: 10.17632/8hwb6n6955
title: Canonical Correlation Analysis Paper

description: The total sample consisted of 205 managers, supervisors, and employees approached based on their work experience in hospitality and tourism sector in Egypt, out of them 187 were valid responses. 
The questionnaire is composed of: a) demographic information such as gender, work experience, work position, type and size of company, b) social sustainability practices, 62 questions adopted from (Hale, Legun, Campbell, & Carolan, 2019; V. Mani et al., 2016; Venkatesh Mani, Gunasekaran, Papadopoulos, Hazen, & Dubey, 2016; Staniškienė & Stankevičiūtė, 2018), c) enablers, 10 questions adopted from (Hale et al., 2019; V. Mani et al., 2016; Venkatesh Mani et al., 2016; Staniškienė & Stankevičiūtė, 2018), and d) barriers,  5 questions adopted from (Hale et al., 2019; V. Mani et al., 2016; Venkatesh Mani et al., 2016; Staniškienė & Stankevičiūtė, 2018).  Each question (variable) uses a concordance scale of 5, from 1 (strongly disagree) to 5 (strongly agree).
DOI: 10.17632/vjz5x5yg5v
title: Modafferi et al., 2024 data

description: Green pest control strategies: essential oil-based nano-emulsions for Delottococcus aberiae De Lotto (Hemiptera: Pseudococcidae) management
DOI: 10.6084/m9.figshare.14604695.v2
title: List of specimens and observations. from Symbiosis in the Cambrian: enteropneust tubes from the burgess shale co-inhabited by commensal polychaetes

description: Supplemental table 1. List of all specimens included in this study, with tube length/width measurements and counts of hemichordates and polychaetes preserved within them. Stratigraphic levels within Raymond Quarry are as described in Nanglu et al. 2020.
DOI: 10.6084/m9.figshare.20731783.v1
title: Benchmark of 5S, 16S and 23S rRNA Secondary Structures

description: Benchmark of 5S, 16S, 23S rRNA secondary structures taken from the CRW database https://crw-site.chemistry.gatech.edu/ <br> Each molecule is available in bpseq, ct and dot-bracket-letter (db) format. For each format a version without header/additional information/comments is available in the corresponding bpseq-nH, ct-nH, db-nH folders. <br> In the files Archaea.xlsx, Bacteria.xlsx and Eukaryota.xslx the molecules in the benchmark are listed together with their Organism Name, ID and Phylogenetic classification (up to Order) according to the European Nucleotide Archive (ENA) taxonomy https://www.ebi.ac.uk/ena/browser/home <br> The accession number is available from the headers of the bpseq and ct formats.
DOI: 10.6084/m9.figshare.28017461.v1
title: Supplementary data1 : All characterized GH proteins (retrieved Spring 2023) ez-CAZy_V1a.faa

description: Supplementary data1 : All characterized GH proteins (retrieved Spring 2023) ez-CAZy_V1a.faa
DOI: 10.17632/4tdhppd6z3
title: 25-hydroxyvitamin D3 mediates the associations between urinary heavy metals and non-melanoma skin cancer: Insights from a population-based study

description: Supplementary Material
Article type: Original article
Title: 25-hydroxyvitamin D3 mediates the associations between urinary heavy metals and non-melanoma skin cancer: Insights from a population-based study

Kexun Zhang, MD1, Ke Zhang, MS2, Hua Wang, MD1, Feng Hong, PhD3*, Wei Zhang, MD, PhD2*

1 Department of Infectious Disease Control, Kunshan Center for Disease Control and Prevention, Kunshan, Jiangsu, China.
2 Department of Dermatology, Affiliated Hospital of Guizhou Medical University, Guiyang, Guizhou, China.
3 School of Public Health, the Key Laboratory of Environmental Pollution Monitoring and Disease Control, Ministry of Education, Guizhou Medical University, Guizhou, China.

*Corresponding author:

Feng Hong, PhD 
Wei Zhang, MD, PhD
No. 28 Guiyi Street, 
Guiyang, Guizhou, 550001, China 
Email: fhong@gmc.edu.cn, weizahn@gmc.edu.cn

Supplementary figures: 2 (Figure S1, Figure S2)

Supplementary tables: 3 (Table S1, Table S2, Table S3)
DOI: 10.17632/t9h5bzmwc5
title: Road Accidents Dataset Poland 1st Half 2023

description: This dataset is curated for machine learning applications in the context of transportation accidents. It encompasses a range of variables that describe the accident itself, the resulting damages and casualties, environmental and road conditions, vehicle specifics, and temporal aspects. Each accident entry is described by the number and type of casualties, including hospital deaths, immediate deaths, minor injuries, and severe injuries. Lighting conditions during the accident are binary variables, indicating the presence of daylight, twilight, artificial light, or darkness. The dataset details the types of objects damaged during the accident, such as poles, buildings, barriers, viaducts, and the road surface itself. It also records the outcomes of the accident, including shuttle flow, detours, road blocks, lane blocks, and traffic regulated by the police. Location characteristics provide context regarding the presence of traffic signals, signs, road geometry (straight, curved, decline, ascent), environmental features (hilltop, embankment, crosswalk), infrastructure elements (bridges, tunnels), and road construction. The road surface condition is captured as binary variables that indicate whether the surface was dry, wet, had puddles, was icy, contaminated, or rutted. The vector of accident types includes various collision modalities, impacts with pedestrians, animals, barriers, stationary vehicles, and other unspecified incidents. Weather conditions are also binary variables, reflecting whether it was clear, cloudy, glare, windy, rainy, snowy, or foggy at the time of the accident. The dataset includes the number of vehicles involved and their types, such as two-wheelers, cars, buses, trucks without trailers, tractors, and others. Road characteristics such as highway or expressway status, carriageway type, number of lanes, population density, average traffic, and allowed speed are included. Time-related variables provide details on the accident, response times, delays in reporting and clearing the accident, as well as daily and weekly temporal markers. Lastly, the dataset includes a predictive variable for the anticipated time required to clear the accident from the road, which is vital for traffic management and emergency response optimization.
DOI: 10.6084/m9.figshare.26027641.v2
title: Data for the microbial phosphorous acquisition strategies between active layer and permafrost deposits

description: Phosphorous (P) is essential for mediating plant and microbial growthand thus could impact carbon (C) cycle in permafrost ecosystem. Based on a large-scale survey along a ~1,000 km transect, we used shotgun metagenomics to explore soil microbial P acquisition strategies across the Tibetan alpine permafrost region in active layer (AL) and permafrost deposits (PL).Other information was shown in README.fileFor any further inquiries or assistance regarding the data, please feel free to contact luwang@ibcas.ac.cn<br>
DOI: 10.17632/6t9mb3yydy
title: High-throughput sequencing of single neuron projections reveals spatial organization in the olfactory cortex

description: We mapped the brain-wide projection patterns of 5,309 olfactory bulb (OB) and 30,433 piriform cortex (PC) output neurons at single-cell resolution using barcode labelling and high-throughput sequencing based technologies (MAPseq and BARseq). Here we provided the script and barcode matrices we used for analysis.
DOI: 10.17632/tv23z95r5g
title: Data for: Coupling land surface and crop models to estimate the effects of changes in the growing season on energy balance and water use of rice paddies

description: This dataset is the original data of the field observation used in the paper “Coupling land surface and crop models to estimate the effects of changes in the growing season on energy balance and water use of rice paddies” and “Diurnal and seasonal variation in bulk stomatal conductance of the rice canopy and its dependence on developmental stage” by Maruyama. The dataset includes meteorological data, flux data, vegetation data, and soil data for rice paddies in three locations (Saito, Saga, and Aso) in Kyushu, Japan. The dataset contains one year of data for Saito and Saga, and two years of data for Aso. The total duration of the data is 4 years (4 rice cultivation years). The data stored in each file is as follows. 1. MetFlux_60min.csv: Meteorological and flux data of paddy fields at 60-minute intervals 2. MetFlux_1day.csv: Meteorological and flux data of paddy fields at 1-day intervals 3. Vegetation.csv: Vegetation data of paddy fields 4. Soil.csv: Soil property data of paddy fields 5. DataDetails.txt: A text file with details of the data
DOI: 10.6084/m9.figshare.1304520.v1
title: Supplementary Information Table S1

description: This is a supplementary information table of paper "Influence of fire on the vegetative phenological behavior of Brazilian savanna woody species" published in the scientific journal Biota Neotropica (http://www.biotaneotropica.org.br/).
DOI: 10.6084/m9.figshare.25406191.v1
title: Elsafty_RBCs_Slide_13

description: Each one of (Elsafty_RBCs_Slide_1-25) contains the field images/patches of a specific slide/patient. The names of the patches start with the respective slide/patient number, followed by the unique patch/field number. There is a total of 47,363 patches with 1076x535 pixels size from the 25 slides/patients, the counts of patches per slide/patient are as follows: 1690, 1709, 2697, 2400, 1905, 1803, 2964, 3049, 2464, 2080, 1894, 1852, 2590, 2263, 3328, 983, 1066, 935, 1131, 1237, 1874, 1393, 1277, 1199, and 1580.
DOI: 10.6084/m9.figshare.28120541.v5
title: China's national level expressions of public views indices on climate risk and government responses on climate risk

description: A dataset on China's climate risk public opinion and government response indices, 2011-2023.
DOI: 10.6084/m9.figshare.28693403.v1
title: Python 科学数据可视化和结果

description: 该数据集包含原始数据、基于 Python 的科学可视化以及与发表在 PLOS Climate 上的题为“使用 kNDVI 评估内蒙古自治区植被覆盖率的时空变化（2004-2023）”的研究文章相关的部分结果。内容：原始数据：CSV 格式的原始实验数据集。Python 可视化脚本：用于生成图形表示的 Jupyter 笔记本和 Python 脚本。部分结果：已处理的数据和中间计算。目的和可重复性：数据格式为 CSV，以便于访问。提供 Python 脚本来复现关键指标。
DOI: 10.17632/27zcckh4s9
title: Data for: Electrical properties and structure of YSZ-rGO composites and YSZ ceramics, obtained from composite powder

description: The archive contains XRD patterns together with cards from PDF data base for powders, ceramics and composites, Impendance spectrosopy data in the origin file and spectra itself, as well as Raman spectroscopy data for powders ceramics and composites
DOI: 10.17632/37f2r339hn
title: Data for: Mechanism of sulfate attack on alkali-activated slag: The role of activator composition

description: The supplementary thermodynamic modelling results of alkali-activated slag exposed to sodium sulfate and magnesium sulfate.
DOI: 10.6084/m9.figshare.28114337.v3
title: <b>Manganese homeostasis modulates glucan and chitin unmasking in the opportunistic yeast</b><b> </b><b><i>Candida albicans</i></b>

description: <i>Candida albicans</i> is a commensal fungus and also the most prevalent human fungal pathogen. The ability of this opportunistic yeast to acquire and maintain homeostatic levels of manganese (Mn), particularly in the metal-limited host environment, is an important determinant of its fitness. Recent studies have underscored the importance of Mn acquisition through members of Smf transporters, in <i>C. albicans</i> virulence and its ability to withstand various stresses. In the present study, we undertook transcriptional profiling in the mutant of the Mn transporter Smf12 under restricted Mn availability to identify processes that are directly impacted by impaired Mn uptake. Our analysis revealed that <i>smf12</i> displayed a transcriptional pattern suggestive of a cell wall defect, with many transcripts associated with cell wall biogenesis being differentially regulated. <i>smf12</i> together with <i>smf11</i>, a mutant of the closest homolog of Smf12, exhibited hypersensitivity to cell wall stressors and an altered cell wall ultrastructure. The <i>smf</i> mutants also exhibited unmasking of both β-glucan and chitin, which unexpectedly resulted in a decreased rate of phagocytosis by macrophages, suggesting impaired recognition or internalization. Furthermore, we showed that Mn-mediated unmasking of β-glucan required modulation of glucanase activity and was not mediated through the calcineurin pathway. This study uncovers a novel role for Mn in maintaining cell wall integrity and modulating the exposure of fungal antigenic determinants, further emphasizing the critical role of this metal in supporting the opportunistic nature of <i>C. albicans</i>.
DOI: 10.6084/m9.figshare.29153240.v1
title: Dataset Transformational Leadership, Employee Performance, Dynamic Capability And Organizational Learning

description: This dataset contains Likert scale (1–5) survey responses measuring Transformational Leadership, Employee Performance, Dynamic Capability, and Organizational Learning. Each respondent rated statements representing each construct on a scale from 1 (strongly disagree) to 5 (strongly agree).
DOI: 10.6084/m9.figshare.9228176.v2
title: G-RUN : Global Runoff Reconstruction

description: An updated and extended version of the dataset (referred as G-RUN ENSEMBLE) is available at https://figshare.com/articles/dataset/G-RUN_ENSEMBLE/12794075<br><br>-------------------------------------------------------------------------------------------------<br>The dataset contains a gridded global reconstruction of monthly runoff timeseries. In-situ streamflow observations from the GSIM dataset are used to train a machine learning algorithm that predicts monthly runoff rates based on antecedent precipitation and temperature from the Global Soil Wetness Project Phase 3 (GSWP3) meteorological forcing dataset. We thank Prof. Dr. Hyungjun Kim for developing the GSWP3 dataset and providing us with early access to the data. The data are provided in NetCDFv4 format at monthly resolution covering the period 1902-2014. <br>The GRUN reconstruction ("GRUN_v1_GSWP3_WGS84_05_1902_2014.nc" file) is provided on a 0.5 degrees (WGS84) grid in units of mm/day. The runoff time series correspond to the ensemble mean of 50 reconstructions obtained by training the machine learning model with different subsets of data. The individual ensemble members of the reconstruction are provided in the "Realizations_GRUN_v1_GSWP3_WGS84_05_1902_2014.zip" file.<br>When using this dataset, please cite: Ghiggi, G., Humphrey, V., Seneviratne, S. I., Gudmundsson (2019), GRUN: An observations-based global gridded runoff dataset from 1902 to 2014, Earth Syst. Sci. Data, 2019, DOI: https://doi.org/10.5194/essd-2019-32<br> The complete collection of in-situ streamflow observations from the GSIM archive can be found at: - https://doi.pangaea.de/10.1594/PANGAEA.887477 - https://doi.pangaea.de/10.1594/PANGAEA.887470 <br>For further information on the GSIM dataset see: - https://doi.org/10.5194/essd-10-765-2018 - https://doi.org/10.5194/essd-10-787-2018 <br>For further information on GSWP3, see: - https://doi.org/10.20783/DIAS.501 - https://hyungjun.github.io/GSWP3.DataDescription - http://hydro.iis.u-tokyo.ac.jp/GSWP3/exp1.html
DOI: 10.17632/55cybn4n32
title: The Impact of Rumination Induction on IQ Performance

description: Performance deficits on cognitive tasks consistently occur in depressed and anxious individuals. Processing efficiency theory asserts these deficits might be accounted for by task-irrelevant processes, including the negative impact of rumination. This study seeks to better understand the relationship between cognitive deficits and depression by creating a ruminative state in healthy control subjects to elicit performance deficits similar to those observed in patients with depression. Specifically, we examined the effect of rumination induction on healthy undergraduates completing select subtests of the Wechsler Adult Intelligence Scale – Fourth Edition (WAIS-IV). Participants were randomized to a rumination or distraction condition and administered WAIS-IV subtests hypothesized to be most affected by rumination and depression. Controlling for trait anxiety, individuals in the rumination condition performed more poorly on one subtest within the processing speed domain and on the Processing Speed Index score. These results support the processing efficiency model of cognitive deficits in depression, suggesting rumination induction interferes with efficient completion of mental tasks. Future research can build on these findings by studying this model in a clinical population and by continuing to improve the effectiveness of mood induction tasks for research on depression and other mood disorders.
DOI: 10.17632/mww43h5vs8
title: Numerical simulation data on landslide generated impulse waves affected by reservoir geometry

description: The data article provided time series of water surface elevation and wave parameters of landslide generated impulse waves affected by reservoir geometry. Two types of generalized reservoir geometries were investigated by the numerical method of Tsunami Squares–converging reservoir geometries and diverging reservoir geometries. 14 numerical reservoir models with expansion angle of 0°, 5°, 10°, 15°, 20°, 25° and 30° were performed. Time series of water surface elevation at the propagation distance of 2km for the converging and diverging reservoir models were obtained from 70 numerical wave gauges, which allows to analyse the effect of reservoir geometries on wave characteristics generated by landslide. The wave profiles of section C at different propagation distance were also investigated in order to improve the understanding of wave characteristics at different positions. Furthermore, wave parameters (wave height, wave amplitude and wave trough) of different propagation distance for all reservoir geometries were present in the article.
DOI: 10.6084/m9.figshare.14743053.v1
title: Digital metro network data of 26 Chinese cities

description: The data is in the format of "shapefile"
DOI: 10.6084/m9.figshare.21782570.v1
title: H2A MD simulation trajectories

description: The dataset includes MD simulation trajectories
DOI: 10.6084/m9.figshare.25305238.v1
title: Code_Lepeu_and_al.zip

description: The code and some sample or processed data necessary for running the code and reproducing the analysis and results presented in the paper Lepeu and al., Nature Com. 2024 (https://www.nature.com/articles/s41467-024-50504-9)
DOI: 10.6084/m9.figshare.25715685.v2
title: Data S1 for Formation of silicic crust on early Earth and young planetary bodies in an Iceland-like setting

description: Four billion years ago, Earth’s surface was covered with a thick basaltic crust and, similar to other rocky planets and the Moon, parts of this basaltic crust underwent partial melting to produce silicic crust. On Earth, silicic crust grew into the continents. An analogue of a pre-subduction early Earth and rocky planetary bodies is found in Iceland, where poorly understood granitic rocks are encased in thick basaltic crust away from any active subduction zone. Here, we investigate these Icelandic granitoids to understand the mechanisms that generated the Earth’s oldest continents, and silicic rocks on Mars and Venus. New geochemical data from silicic Icelandic intrusions, show that the granitoids are formed through partial melting of the Icelandic crust, but are compositionally unlike early Earth continental material. We show that intra-crustal partial melting of basalt can potentially form silicic material on other planetary bodies but cannot produce the first continents on Earth.
DOI: 10.6084/m9.figshare.27985961.v1
title: <i>Evaluating the Efficacy of Microcurrent Infusion Technology in Enhancing Thyroid Function and Alleviating Symptoms in Hypothyroid Patients: A Pilot Study Using the eMedica Device</i>

description: A cross-sectional analysis was conducted with 30 patients diagnosed with hypothyroidism and on stable levothyroxine dosages. Participants underwent 30-minute sessions of microcurrent therapy targeting the thyroid region using the eMedica device for a total of eight weeks every day. Serum levels of TSH was measured pre- and post-intervention. Symptom severity was assessed using a validated hypothyroid symptom scoring system. Data were analyzed using paired t-tests to evaluate the significance of changes in biochemical and symptomatic outcomes.
DOI: 10.6084/m9.figshare.6691610.v1
title: Time-lapse Images: Sand avalanche experiment R4 2018-06-08

description: Timelapse images of a sand avalanche experiment every 10 seconds.
DOI: 10.17632/7n6t858tf4
title: Multimodal single-cell resolved spatial proteomics reveals pancreatic tumor heterogeneity

description: Despite the advances in antibody-guided cell typing and mass spectrometry-based proteomics, their integration is hindered by challenges for processing rare cells in the heterogeneous tissue context. Here, we introduce Spatial and Cell-type Proteomics (SCPro), which combines multiplexed imaging and flow cytometry with ion exchange-based protein aggregation capture technology to characterize spatial proteome heterogeneity with single cell resolution. The SCPro was employed to explore the pancreatic tumor microenvironment and revealed the spatial alternations of over 5,000 proteins by automatically dissecting up to 100 single cells guided by multi-color imaging of centimeter-scale fixed tissue slide. To enhance cell-type resolution, we characterized the proteome of 14 different cell types by sorting up to 1,000 cells from the same tumor, which allows us to deconvolute the spatial distribution of immune cell subtypes and leads to the discovery of a novel subtype of regulatory T cells. Together, the SCPro provides a multimodal spatial proteomics approach for profiling tissue proteome heterogeneity.
DOI: 10.6084/m9.figshare.12095508.v1
title: Sample Sequencing Stats

description: Sequencing stats for Winogradsky column samples
DOI: 10.6084/m9.figshare.17704211.v1
title: Rhombohedron35K dataset of vibration frequency

description: phonon vibration dataset of rhombohedron crystal structures.
DOI: 10.6084/m9.figshare.24718428.v1
title: AI4I-PMDI : Predictive Maintenance Dataset with Irregularities

description: AI4I Predictive Maintenance Datset with Irregularities (AI4I-PMDI) is a dataset based on the AI4I 2020 dataset* but with missing data and irregular time-series data.<br>*S. Matzka, "Explainable Artificial Intelligence for Predictive Maintenance Applications," <i>2020 Third International Conference on Artificial Intelligence for Industries (AI4I)</i>, Irvine, CA, USA, 2020, pp. 69-74, doi: 10.1109/AI4I49448.2020.00023.
DOI: 10.6084/m9.figshare.7559150.v1
title: MOESM1 of Chromatin changes in Anopheles gambiae induced by Plasmodium falciparum infection

description: Additional file 1: Table S1. Information on the prevalence of infection (percentage of infected mosquitoes) and the intensity of infection (mean number of oocysts).