cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.19513879.v1
title: ESTAT Forest Connectivity RYB2022

description: The dataset provides the analysis scheme and data products resulting in the indicator Forest Connectivity for the Regional Yearbook 2022 report by ESTAT. The dataset contains all input and output data as well as the source code used for creating the data. The spatial forest coverage is derived from the Copernicus CORINE Land Cover 2018 dataset. Spatially explicit maps and statistical summaries are derived at European level and for each reporting unit at the GISCO levels of NUTS 0, 1, and 2.
DOI: 10.6084/m9.figshare.21507537.v1
title: Global Mapping of Three-Dimensional (3D) Urban Structures Reveals Escalating Utilization in the Vertical Dimension and Pronounced Building Space Inequality

description: Three-dimensional (3D) urban structures play a critical role in informing climate mitigation strategies aimed at the built environment and facilitating sustainable urban development. Regrettably, there exists a significant gap in detailed and consistent data on 3D building space structures with global coverage due to the challenges inherent in the data collection and model calibration processes. In this study, we constructed a global urban structure dataset (GUS-3D), including building volume, height, and footprint information, at a 500 m spatial resolution using extensive satellite observation products and numerous reference building samples. Our analysis indicated that the total volume of buildings worldwide in 2015 exceeded 1 × 10<sup>12</sup> m<sup>3</sup>. Over the 1985 to 2015 period, we observed a slight increase in the magnitude of 3D building volume growth (i.e., it increased from 166.02 km<sup>3</sup> during the 1985–2000 period to 175.08 km<sup>3</sup> during the 2000–2015 period), while the expansion magnitudes of the two-dimensional (2D) building footprint (22.51 × 10<sup>3</sup> km<sup>2</sup> vs. 13.29 × 10<sup>3</sup> km<sup>2</sup>) and urban extent (157 × 10<sup>3</sup> km<sup>2</sup> vs. 133.8 × 10<sup>3</sup> km<sup>2</sup>) notably decreased. This trend highlights the significant increase in intensive vertical utilization of urban land. Furthermore, we identified significant heterogeneity in building space provision and inequality across cities worldwide. This inequality is particularly pronounced in many populous Asian cities, which has been overlooked in previous studies on economic inequality. The GUS-3D dataset shows great potential to deepen our understanding of the urban environment and creates new horizons for numerous 3D urban studies.
DOI: 10.6084/m9.figshare.26827576.v1
title: UNet-Gan based soil moisture data of Three River Source Region in history and four future emission scenarios

description: The data is obtained by merging and downscaling 17 CMIP6 datasets using a UNet-GAN network. The spatial resolution is 0.1 degrees, the temporal resolution is monthly, and there are five layers (0-10 cm, 10-30 cm, 30-50 cm, 50-80 cm, 80-110 cm). The time range for <i>historical.nc</i> is from 1950 to 2014, while <i>ssp1_2_6.nc</i>, <i>ssp2_4_5.nc</i>, <i>ssp3_7_0.nc</i>, and <i>ssp5_8_5.nc</i> span from 2015 to 2100. The <i>boundary_0.1.nc</i> file defines the range of the Three River Source Region, where a value of 1 represents valid data and a value of 0 represents invalid data. All data for the grid cells where <i>boundary_0.1.nc</i> equals 1 are valid data, and for the grid cells where it equals 0 are invalid data. The units is m<sup>3</sup>/m<sup>3</sup>.
DOI: 10.6084/m9.figshare.27645759.v3
title: Data for Regionally-dependent Arctic Sea Ice Recovery to CO₂ Removal

description: These are outputs from CESM1.2 using a large ensemble CO2 removal experiment (4xCO2 increase and decrease).Data is grouped by figure and details are in the README.txt file.
DOI: 10.6084/m9.figshare.6044681.v1
title: Raw data of itraq.rar

description: iTRAQ Proteomic Analysis of Potential Salivary Biomarkers of Patients with Glomerulonephritis
DOI: 10.17632/pxywtmxx26
title: Food security data

description: This data entails information about data cultivation patterns and the access, availability and utilization dimensions of food security in Ambros and Maramanzhi villages, South Africa.
DOI: 10.6084/m9.figshare.12670856.v3
title: Eukdetect database

description: Eukdetect marker and taxonomy databases
DOI: 10.6084/m9.figshare.1419589.v6
title: Orthotropic Femur Model

description: Orthotropic Finite Element Femur Model Open-source. Please reference the following publication if you use this model<br>Authors: Diogo M. Geraldes, Luca Modenese and Andrew T. M. Phillips Year: 2015 Title: Consideration of multiple load cases is critical in modelling orthotropic bone adaptation in the femur<br>Journal: Biomechanics and Modelling in Mechanobiology<br>DOI: 10.1007/s10237-015-0740-7 If you have any questions, please do not hesitate in contacting the corresponding author: geraldes[at]imperial[dot]ac[dot]uk
DOI: 10.6084/m9.figshare.8040668.v2
title: Historical global temperature analysis

description: Gridded monthly mean temperature anomalies generated by projecting grid-boxes with valid data from the HadCRUT4 data set onto 7 empirical orthogonal functions (EOFs) taken from the ERAINT reanalysis with complte global coverage.
DOI: 10.6084/m9.figshare.14850525.v1
title: A systematic review on the integration of remote sensing and GIS to forest and grassland ecosystem health attributes, indicators, and measures

description: This data support the paper "A systematic review on the integration of remote sensing and GIS to forest and grassland ecosystem health attributes, indicators, and measures " by Irini Soubry, Thuy Doan, Thuan Chu and Xulin Guo 2021 in the journal of "Remote Sensing" by MDPI. It includes the "Search_Effort.csv" list with the keywords and number of studies selected for further examination, the "Potential_Studies.csv" with the post-filtering of suitability and notes related to each study, the "Metadata.csv" with the information collected for each metadata variable per study, and the "ExtractedData.csv" with the information collected for each extracted dta variable per study. More information about the data collection and procedures can be found in the respective manuscript.
DOI: 10.6084/m9.figshare.25470946.v1
title: Antibiotic Resistance Genes (CARD) (trimmed reads screening)

description: Results of antibiotic resistance genes –trimmed reads screening- using ARIBA 2.14.6 and CARD database for 11 CA-MRSA isolates causing infections in children in Spain, in which no antibiotic resistance genes explaining their antibotic resistance phenotype were found using the corresponding assemblies.
DOI: 10.6084/m9.figshare.26870662.v1
title: Home Sleep Apnea Test (HSAT) results for case study titled "A case study reviewing the activation, clinical course, and clinical outcome using an unconventional electrode configuration in a patient newly implanted with Inspire<sup>®</sup> therapy"

description: Home Sleep Apnea Test results for a patient included in a case study titled "A case study reviewing the activation, clinical course, and clinical outcome using an unconventional electrode configuration in a patient newly implanted with Inspire<sup>®</sup> therapy"This case study reviews a novel electrode configuration that is not currently recommended by Inspire Medical Systems. The data includes the following metrics to assess the patient's sleep apnea: <br><br>Apnea Hypopnea Index <br>Oxygen Desaturation Index<br>O2 Nadir (%)<br>Hypoxic Burden (%min/hr)<br>
DOI: 10.6084/m9.figshare.22357408.v1
title: Supplementary Dataset.xlsx

description: <strong>Quantitative data related to all main and supplementary figures: </strong>RNA-seq data (DEG list), list of primers used, leaf-level gas exchange data, anatomical data from light and confocal microscopy, quantitative data from histochemical experiments (autofluorescence and lignin stainings), and statistical analyses.
DOI: 10.6084/m9.figshare.23559507.v1
title: A new drought index fitted to clay shrinkage induced subsidence over France: benefits of interactive leaf area index, Barthelemy et al. 2023 - Figure data

description: Data plotted in Figs 3,4,5 and 7 of the article "A new drought index fitted to clay shrinkage induced subsidence over France: benefits of interactive leaf area index", Barthelemy et al. 2023
DOI: 10.17632/h665kchhng
title: Data for: Phylogenetic community paleoecology of one of the earliest complex crinoid faunas (Brechin Lagerstätte, Ordovician)

description: Supplementary files for "Phylogenetic community paleoecology of one of the earliest complex crinoid faunas (Brechin Lagerstätte, Ordovician)" by S. R. Cole, D. F. Wright, and W. I. Ausich. Files include R script (1), R functions (1), underlying data files (3), and a .pdf with supplementary tables, figures, and more detailed descriptions of the other supplementary files.
DOI: 10.17632/hx662zxrbr
title: A Novel Design Based on Experimentally Exact Adsorption Equilibrium of Integrated Absorption-Adsorption Refrigeration System with Mass Recovery Cycle

description: This data set contains all the spline coefficients obtained via cubic spline interpolation (in the same order as shared) including:

1. Functional dependence of specific heat capacity of MIL-101(Cr) on adsorption/desorption bed temperature
2. Functional dependence of heat of adsorption of MIL-101(Cr) on adsorption/desorption bed temperature
3. Functional dependence of specific heat capacity of silica-gel on adsorption/desorption bed uptake
4. Functional dependence of heat of adsorption of silica-gel on adsorption/desorption bed uptake
5. Adsorption Isotherm (uptake v.s. relative pressure) of silica-gel
6. Adsorption Isotherm (uptake v.s. relative pressure) of MIL-101(Cr) 
7.Desorption Isotherm (uptake v.s. relative pressure) of MIL-101(Cr) 
8. Functional dependence of diffusion coefficient of water molecules in LiBr/water solution upon concentration and temperature
9. Functional dependence of specific heat capacity of Aluminum heat exchanger on temperature
10. Functional dependence of specific heat capacity of Copper heat exchanger on temperature
11. Functional dependence of specific heat capacity of water on temperature
12. Functional dependence of specific heat capacity of saturated water vapor on temperature
13. Functional dependence of specific heat capacity of latent heat of vaporization of water on temperature

Finally, the entire zipped code for simulation of stand-alone silica-gel/water adsorption chiller has also been shared here with the name: stand_alonesilica_gel_ads_chiller.zip. It runs by first unzipping this file in a folder, opening this folder in MATLAB command window, and typing "adsorption_chiller_test" at the command prompt. After this code runs successfully, it will save a number of .dat files in the folder out of which only two are important namely "Perfor.dat" and "DATA.dat". Perfor.dat consists of the same number of rows as the total number of cycles, its first column represents the COP values for each cycle, while the second and the third one represents the solar COP and SCP values for each cycle, respectively. The "DATA.dat" file has 21 columns and more than 9000,000 rows each of which represents a time-step in simulation. The columns can be represented as follows: 1. adsorption bed temp, 2. desorption bed temp, 3. evaporator temperature, 4. adsorption bed pressure, 5. desorption bed pressure, 6. adsorption bed uptake, 7. desorption bed uptake, 8. hot water storage tank temp, 9. Mass of liquid water in evaporator, 10. refrigeration power, 11. heating power, 12. driving temp, 13. incremental COP values, 14. relative pressure in adsorption bed, 15. relative pressure in desorption bed, 16. chilled water inlet temp, 17. cooling water inlet temp, 18. heating water inlet temp, 19. heating water outlet temp, 20. chilled water outlet temp, 21. cooling water outlet temp
DOI: 10.17632/smjc94j5sw
title: The solubility of La hydroxide and stability of La3+ and La hydroxyl complexes at acidic to mildly acidic pH from 25 to 250 °C

description: Batch-type hydrothermal solubility experiments were conducted using synthetic La hydroxide powders equilibrated in perchloric acid-based aqueous solutions at temperatures between 150 and 250 °C and starting pH of 2 to 5. The La hydroxide solubility is retrograde with temperature and displays a strong pH dependence with a decrease in La concentrations from acidic to mildly acidic pH spanning between 3 to 5 orders of magnitude (e.g. log La molality of -2.5 to -7.2 at 250 °C). Thermodynamic optimizations using GEMSFITS allow to retrieve the standard partial molal Gibbs energies for the La3+ aqua ion and the formation constants for the La hydroxyl species (i.e., LaOH2+, La(OH)2+, La(OH)30) between 25 and 250 °C.
DOI: 10.17632/twyxj8b9hs
title: ORIGIN OF SEPARATION OF POWER AND ITS APPLICATION IN NIGERIA

description: PROJECT TOPIC- ORIGIN OF SEPARATION OF POWER AND ITS APPLICATION IN NIGERIA BY ANUOLUWAPO CHRISTIANA JOSEPH (2019)
The fundamental principle of separation of powers in modern governance, tracing its historical origins from ancient Greece through the contributions of philosophers like Aristotle, Plato, John Locke, and Montesquieu. It examines how the doctrine evolved, particularly focusing on the conceptual refinement by Locke and the comprehensive framework provided by Montesquieu. The research highlights the essential role of separation of powers in preventing the concentration of authority and ensuring political liberty in democratic systems. It delves into the practical application of this principle within the federal government of Nigeria, demonstrating how the executive, legislative, and judicial branches function independently yet interdependently to prevent arbitrary rule and safeguard democracy. The study underscores the importance of this doctrine in promoting a balanced and effective governance structure that protects against the abuse of power.
DOI: 10.6084/m9.figshare.26089256.v1
title: HiGTS_2014s2

description: HiGTS is a high temporal resolution global gridded dataset of human thermal stress metrics. Derived using climate variables from ERA5-Land and ERA5, the HiGTS consists of hourly gridded maps of Universal Thermal Climate Index (UTCI), Universal Thermal Stress (UTS), and daily Thermal Stress Duration (TSD) at 0.1° × 0.1° spatial resolution over the global land surface.HiGTS_2014s2 contains the data from April 1, 2014 to June 30, 2014.
DOI: 10.6084/m9.figshare.28251611.v2
title: Supplementary Material for: Histone lysine crotonylation associated epigenetic mechanism dynamically regulates prenatal stress induced anxiety-related behaviour in adolescent offspring

description: Introduction: This study designed to examine whether social/ environmental experiences can induce the epigenetic modification, and influence the associated physiology and behaviour. To test this, we have used social stress [prenatal stress (PNS)] model and then housed at environmental enrichment (EE) condition to evaluate the interaction between specific epigenetic modification and its influence on behaviour. 
 Methods: Pregnant rats were randomly divided into a control group, PNS group, and PNS+EE group. PNS and PNS+EE animals were subjected to social defeat (SD) stress during their gestational day (GD) 16-18. PNS animals and their offspring were always housed in standard laboratory condition, PNS+EE animal was housed in EE cage during GD-10 to the pup’s age of postnatal day (PND) 30. Animals were tested for anxiety-like behaviour using Open-Field Test (OFT) and memory was examined by passive avoidance test. Western blotting was used to detect the expression pattern of molecules associated with histone crotonylation.
 Result: We observed anxiety-like behaviour, memory deficit in the animals experienced PNS. Further, level of Methyl-CpG Binding Protein 2 (MeCP2), repressor element-1 silencing transcription factor (REST), Sirtuin 1(SIRT1), Chromodomain Y-like (CDYL) and Enhancer of Zeste 2 Polycomb Repressive Complex 2 Subunit (EZH2) and histone methylation (H3K27me3) was elevated. Where as, the expression of p300, histone crotonylation (H3K18Cr) and neuropeptide VGF were suppressed. Notably, EE restore the normal expression pattern of MeCP2, REST, P300, SIRT1, CYDL, EZH2, H3K27me3, H3K18Cr and VGF. 
Conclusion: EE reverse the PNS induced alterations, including suppression of histone crotonylation (H3K18Cr), which possibly involved in the regulation of expression of VGF and behaviour.
DOI: 10.6084/m9.figshare.3803688.v2
title: Multiscale molecular simulations of the formation and structure of polyamide membranes created by interfacial polymerisation (Supporting material)

description: Supporting material for:<br>Multiscale molecular simulations of the formation and structure of polyamide membranes created by interfacial polymerization <br>Jordan Muscatello, Erich A. Müller, Arash A. Mostofi, and Adrian P. Sutton<br>Paper submitted to J. Memb. Sci. (2016) <br>Large scale molecular simulations to model the formation of polyamide membranes have been carried out using a procedure that mimics experimental interfacial polymer- ization of trimesoyl chloride (TMC) and metaphenylene diamine (MPD) monomers. A coarse-grained representation of the monomers has been developed to facilitate these simulations, which captures essential features of the stereochemistry of the monomers and of amide bonding between them. Atomic models of the membranes are recreated from the final coarse-grained representations.<br><br>This data set includes both the programs needed to recreate the data and final atomistic configurations (LAMMPS) for the membranes described in the original publication.<br>
DOI: 10.6084/m9.figshare.4028688.v5
title: Sample annotations for CAGE mouse PRJDB1100 (FANTOM5)

description: A tab-separated values (TSV) file for RefEx_sample_ann_CAGE_mouse_PRJDB1100
DOI: 10.6084/m9.figshare.8142614.v1
title: Additional file 3: of Addressing confounding artifacts in reconstruction of gene co-expression networks

description: Scale-free simulation with sample and gene numbers matched to GTEx (R notebook). (HTML 763Â kb)
DOI: 10.17632/7p7dhk5ks8
title: Data for: Lithium- and oxygen-isotope compositions of a Si-rich nebular reservoir determined from chondrule constituents in the Sahara 97103 EH3 chondrite

description: Data for manuscript by Torii et al., to be submitted to Geochimica et Cosmochimica Acta as "Lithium- and oxygen-isotope compositions of a Si-rich nebular reservoir determined from chondrule constituents in the Sahara 97103 EH3 chondrite".
DOI: 10.17632/krkt9cwds9
title: Experimental data exploring the effects of intranasal oxytocin on young adult social preference and attachment to romantic partners, parents, friends, and strangers. 

description: Experimental studies exploring the effects of intranasal oxytocin are typically underpowered due to small samples. Open access to experimental data and procedures and the use of previously employed measures is critical to building more robust and replicable findings, especially in less studied areas of oxytocin research. In this paper, data is provided from a double-blind placebo-controlled crossover study exploring the effects of intranasal oxytocin (IN-OT: 24 IU) on social preference to romantic partners, parents, peers, and strangers.  Young adults (N=44; 91% female) in committed dating relationships completed three phases of data collection including a screening survey followed by two laboratory visits. In addition to romantic partner-, and stranger attraction ratings, the data is the first to provide comparisons between attachment and social preference ratings to parents, close friends, and romantic partners under placebo and IN-OT conditions. The data also include differences by situational and life history factors known to moderate oxytocin effects.  The detailed protocol, and dataflow  can be accessed to verify the analysis and findings or to conduct a replication study.  The standardized experimental design and common IN-OT protocol add to the capacity for a meta-analysis exploring oxytocin effects on partner preference, and may also be directly ported to existing or future studies with related questions to increase sample size and power.
DOI: 10.6084/m9.figshare.10530671.v1
title: Supplementary Material for: Multiple Chronic Conditions and Functional Outcome after Ischemic Stroke: A Systematic Review and Meta-Analysis

description: <b><i>Background:</i></b> Multiple chronic conditions (MCC) contribute to functional disability in the general population although its role in predicting functional outcome (FO) among patients with stroke is not well understood. There is no universal agreement on the approach to measuring MCC in stroke, and findings have been mixed regarding MCC being an independent predictor for poststroke FO. <b><i>Objectives:</i></b> This review aims to summarize the findings of studies that have investigated the relationship between MCC and FO after ischemic stroke using a MCC index. <b><i>Method:</i></b> PubMed and Embase were systematically searched for studies conducted among ischemic stroke patients that have examined the adjusted association between prestroke MCC and FO. The quality of the included studies was appraised using a risk of bias (RoB) assessment checklist. A meta-analysis was performed for the association between MCC and FO using a random effects model to estimate the overall pooled ORs. <b><i>Results:</i></b> Twelve of the 18 studies included were hospital-based cohort studies, with a median RoB score of 4.75 points (range 1–9, higher scores for higher RoB). Studies predominantly used the Charlson Comorbidity Index (CCI), or the Modified CCI to measure MCC burden, and the modified Rankin scale to measure FO. Half of the studies reported a significant negative association between MCC and FO, which was also found by the meta-analysis with a pooled OR of 1.11 (95% CI 1.05–1.18). <b><i>Conclusions:</i></b> The current review supports that increased MCC is associated with worse poststroke FO although population-based studies of this association are lacking. Future research should aim to develop more refined measures of MCC that consider the severity and interactions of comorbid conditions reflective of the broader stroke population and to understand the relationship between MCC and poststroke FO with thorough adjustment for confounding factors.
DOI: 10.6084/m9.figshare.14450031.v1
title: Data from: Hybrid metachronal rowing augments swimming speed and acceleration via increased stroke amplitude

description: "Movie1.mp4": Video clip of mantis shrimp swimming used for swimming speed calculation and kinematics tracking (Individual 1 video 1).<br>"Movie2.mp4": Video clip of mantis shrimp swimming used for swimming speed calculation and kinematics tracking (Individual 2 video 1).<br>"Movie3.mp4": Video clip of mantis shrimp swimming used for swimming speed calculation and kinematics tracking (Individual 3 video 2).<br>"Movie4.mp4": Video clip of mantis shrimp swimming used for swimming speed calculation and kinematics tracking (Individual 4 video 1).<br>Supplementary data: 4 Microsoft Excel workbooks (in .XLSX format, 1 XLSX file per individual) containing time-resolved pleopod angle (<i>α</i>, in degrees) values in non-dimensional time.<br>1st column contains non-dimensional time (<i>t</i>/<i>T</i>) values, 2nd column contains P1 <i>α</i>, 3rd column contains P2 <i>α</i>, 4th column contains P3 <i>α</i>, 5th column contains P4 <i>α</i>, 6th column contains P5 <i>α</i>. <br><br>Within each XLSX file, worksheets are named according to the video from which the pleopod angles were measured.