cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.833877.v1
title: Tau trace of LU class C with 64 processors on Graphene

description: This is a Tau trace of the NASPB LU Benchmark obtained by Georges Markomanolis on the Graphene cluster. The trace was too large to be updated and was thus splitted.
DOI: 10.17632/d5z3gt7xs9
title: High-speed single molecule imaging of membrane proteins in rat basophilic leukemia cells.

description: A high-speed fluorescence microscope operating at a 490 Hz frame rate was used to image two different membrane proteins- the high-affinity IgE receptor FcεRI, a transmembrane protein, and an outer-leaflet GPI-anchored protein. The IgE receptor was imaged via IgE labeled with Janelia Fluor 646 and the GPI-anchored protein was imaged using a GPI-GFP fusion protein and an ATTO647N labeled anti-GFP nanobody. Data was collected for both proteins in untreated cells and cells that had actin stabilized by phalloidin.
DOI: 10.6084/m9.figshare.24419893.v2
title: Data for 2023RG000819

description: Data include the discharge from the Three Gorges Reservoir (TGR) and the fish egg density of four major Chinese carps (FMCCs) measured at the Yidu cross-section of the Yangtze River during the ecological operation of the TGR in 2016.
DOI: 10.6084/m9.figshare.28398248.v1
title: <b>数据为： 人为干扰</b><b>导致 </b><b>功能的</b><b>聚集</b><b>和系统发育</b><b>过度分散</b><b>在</b><b>森林</b><b>群落</b><b>之</b><b> 三峡库区</b><b>峡库区</b>

description: 支持“人为干扰导致 功能的聚集和系统发育过度分散在森林群落之 三峡库区已上传。2016 年调查的 123 个样地的数据包含从实地调查和计算中收集的所有数据。另一个名为 “Speices list” 的文件是所有调查物种的列表。如果您对此数据文件有任何疑问，请联系作者。我们愿意与任何人合作。
DOI: 10.17632/7jh4mr9wvf
title: Data for Effect of acoustics in a micro-channel flow of Newtonian and Non-Newtonian Fluids: A computational study

description: EXcell sheets for the data and figure is given here.
DOI: 10.17632/89kv8h8gv2
title: Data for: Glycerol dialkyl glycerol tetraethers in surface sediments from three Pacific trenches: Distribution, source and environmental implications

description: This dataset is about GDGT biomarkers in surface sediment from three Pacific trenches
DOI: 10.17632/jpg2wsw5j3
title: Impact of Structured Mentorship on Employability Among Kenyan University Students

description: This data set contains feedback from beneficiaries and mentors of a structured mentorship program in Kenya, on the impact of such a program according to the metrics by Quacquarelli Symonds. The data set also contains responses by 9 employers from 7 Kenyan companies who have hired talent directly from the mentorship program, on the mentees' capabilities in personal and professional development, innovation, scholarship, and community engagement.
DOI: 10.6084/m9.figshare.16554003.v1
title: Electrophysiological recordings for the Szabó et al. 2021 PLoS Comp Biol paper

description: Whole-cell patch clamp and dynamic clamp recordings are recorded by the data acquisition program DASYLab 11. The data are saved as 4-byte floating point real (single) values.<br>
DOI: 10.6084/m9.figshare.26140906.v1
title: daily precipitation and temperature data for climate extremes analysis

description: climate extremes analysis in connection to smallholder farming production
DOI: 10.17632/8fwxgv873j
title: Data for: Characteristics and sources of organic carbon in coastal and marine atmospheric particulates over East China

description: These are the raw data analyzed in this article.
DOI: 10.25446/oxford.28194221.v3
title: Point Building Data

description: This contains the building damage data described in the manuscript 'A Bayesian Approach for Earthquake Impact Modelling' (available at: https://arxiv.org/abs/2412.15791).The code used to generate the R objects are contained in https://github.com/hamishwp/ODDRIN. It compiles data from several sources including:Global Data Lab: J. Smits and I. Permanyer. The Subnational Human Development Database. Scientific data, 6(1):1–15, 2019.Vs30: D. C. Heath, D. J. Wald, C. B. Worden, E. M. Thompson, and G. M. Smoczyk. A global hybrid VS 30 map with a topographic slope–based default and regional map insets. Earthquake Spectra, 36(3):1570–1584, 2020.Earthquake frequency: K. Johnson, M. Villani, K. Bayliss, C. Brooks, S. Chandrasekhar, T. Chartier, Y. Chen, J. Garcia-Pelaez, R. Gee, R. Styron, A. Rood, M. Simionato, and M. Pagani. Global Earthquake Model (GEM) seismic hazard map (version 2023.1 - June 2023). GEM https://doi.org/10.5281/zenodo.8409647, 2023.Income Inequality: F. Alvaredo, A. B. Atkinson, T. Piketty, and E. Saez. World Inequality Database, 2022. URL http://wid.world/data.Copernicus Building Damage Footprints: Copernicus Emergency Management Service. Copernicus emergency management service - mapping, 2012. URL https://emergency.copernicus.eu/mapping. The European Commission.UNITAR/UNOSAT Building Damage Footprints: UNITAR/UNOSAT. UNITAR’s Operational Satellite Applications Programme – UNOSAT, 2023. URL https://unosat.org/<br>products/.WorldPop Population: A. J. Tatem. WorldPop, open data for spatial demography. Scientific Data, 4(1):1–4, 2017. doi: 10.1038/sdata.2017.4.Bing Building Footprints: Microsoft. Global ML Building Footprints, 2022. URL https://github.com/microsoft/GlobalMLBuildingFootprints. Accessed:<br>2024-06-17.<br>Shakemap: D. J. Wald, B. C. Worden, V. Quitoriano, and K. L. Pankow. ShakeMap manual: Technical manual, user’s guide, and software guide. Technical Report 12-A1, United States Geological Survey, 2005.
DOI: 10.6084/m9.figshare.15034746.v1
title: Supplementary Material for: Ferric Citrate Dosing in Iron Deficiency Anemia in Nondialysis-Dependent Chronic Kidney Disease

description: <b><i>Introduction:</i></b> Ferric citrate (FC) is indicated as an oral iron replacement for iron deficiency anemia in adult patients with chronic kidney disease (CKD) not on dialysis. The recommended starting dose is one 1-g tablet three times daily (TID). This study investigated long-term efficacy and safety of different FC dosing regimens for treating anemia in nondialysis-dependent CKD (NDD-CKD). <b><i>Methods:</i></b> In this phase 4, randomized, open-label, multicenter study, patients with anemia with NDD-CKD (estimated glomerular filtration rate, ≥20 mL/min and &lt;60 mL/min) were randomized 1:1 to one FC tablet (1-g equivalent to 210 mg ferric iron) TID (3 g/day) or 2 tablets twice daily (BID; 4 g/day). At week 12, dosage was increased to 2 tablets TID (6 g/day) or 3 tablets BID (6 g/day) in patients whose hemoglobin (Hb) levels increased &lt;0.5 g/dL or were &lt;10 g/dL. Primary endpoint was mean change in Hb from baseline to week 24. <b><i>Results:</i></b> Of 484 patients screened, 206 were randomized and 205 received FC. Mean (standard deviation) changes from baseline in Hb at week 24 were 0.77 (0.84) g/dL with FC TID 3 g/day and 0.70 (0.98) g/dL with FC BID 4 g/day. <b><i>Discussion/Conclusions:</i></b> FC administered BID and TID for 48 weeks was safe and effective for treating anemia in this population, supporting potentially increased dosing flexibility.
DOI: 10.17632/2bww8c4f6z
title: Data for: Decorous Combinatorial Lower Bounds for Row Layout Problems

description: Files of the new randomly generated instances n lengths of the departments matrix with the transport weights
DOI: 10.17632/cx555kswk3
title: An application example of production-inventory control problem

description: The applecation example problem concerns a supply chain network that supplies the final product to the market. There are five given suppliers, three potential locations for manufacturing facilities, five potential locations for distribution centers, and thirty given buyers. All infomation including the bill of materials, facility types, location of members, and all cost parameters is described in the data. A set of reasonable scales of parameters is generated by referring to the literature.
DOI: 10.17632/vmzcwwv696
title: Data for: Novel Numerical Method for Parameterising Fretting Contacts

description: Raw Data and data used to plot graphs in the attached manuscript.
DOI: 10.15482/usda.adc/28213568.v1
title: Data from: Improving Ecosystem Services from US Agriculture: Yield Reserve vs. Land Retirement

description: The dataset is used to populate the Regional Environment and Agriculture Programming (REAP) model, a partial equilibrium model developed by USDA’s Economic Research Service (Johannson, Peters, and House, 2007). The REAP model maximizes net welfare (producer plus consumer surplus) from production of crops, livestock, and processed products subject to land supply constraints and production balance requirements. REAP is a price-endogenous model with prices determined by the intersection of demand and supply curves. The model divides the U.S. into ten farm production regions (FPRs). The U.S. is further subdivided into 48 regions which are formed by the intersection of FPRs with land resource regions (LRRs) defined by the Natural Resources Conservation Service of USDA. These regions are further divided into 273 LRR-HUC units, which are intersections with watershed HUC (Hydrologic Unit Codes) boundaries. Many but not all LRR-HUC units are further subdivided into highly erodible land (HEL) and non-highly erodible land. In total there are 456 combinations of LRR-HUCS with HEL or non-HEL land. Crop production is assumed to be homogeneous within each LRR-HUC-HEL or non-HEL unit. The basic decision unit in REAP is the crop rotation made up of some combination of 10 field crops (barley, corn, cotton, hay, oats, rice, silage, sorghum, soybeans, and wheat). The model is initialized with the observed rotations from the National Resources Inventory. The model is calibrated to a baseline of year 2030 mainly based on USDA Agricultural Projections to 2030. Reference: Johannson, R., M. Peters and R. House 2007. Regional environment and agriculture programming model, U.S. Department of Agriculture, Economic Research Service: 1-111.
DOI: 10.17632/ft8c9x894n
title: SAS Code Spatial Optimization of Supply Chain Network for Nitrogen Based Fertilizer in North America, by type, by mode of transportation, per county, for all major crops, Proc OptModel

description: SAS Code for Spatial Optimization of Supply Chain Network for Nitrogen Based Fertilizer in North America, by type, by mode of transportation, per county, for all major crops, using Proc OptModel. the code specifies set of random values to run the mixed integer stochastic spatial optimization model repeatedly and collect results for each simulation that are then compiled and exported to be projected in GIS (geographic information systems). Certain supply nodes (fertilizer plants) are specified to work at either 70 percent of their capacities or more. Capacities for nodes of supply (fertilizer plants), demand (county centroids), transhipment nodes (transfer points-mode may change), and actual distance travelled are specified over arcs.
DOI: 10.17632/8r8d6pnpbg
title: Journal of Methodology of Social Sciences and Humanities; No. 101

description: Study of the relationship between philosophy, philosophy of social sciences and humanities, methodology and research method; 
 The role of philosophy and methodology of social sciences and humanities in the quantitative and qualitative improvement of the social sciences and humanities;
 Comparative study of philosophy and methodology of social sciences and humanities and natural sciences;
 Study of the evolution of philosophy and methodology of social sciences and humanities;
 Comparative examination of quantitative and qualitative research methods;
 Philosophical analysis of concepts used in the social sciences and humanities;
 The study of the philosophical and theological foundations of the production of religious and indigenous social sciences and humanities;
 Methodology of the production of religious and indigenous social sciences and humanities;
 Methodology of using religious texts in social sciences and humanities and social sciences;
 Methodology of Muslim scholars in social studies;
 The deficiencies of the social sciences and humanities in the field of goals, foundations, methods and achievements;
 Philosophical and methodological assessment of studies in the field of humanities and social sciences;
 Philosophical and methodological assessment of studies in the field of Islamic humanities and social sciences;
 Philosophical and methodological assessment of macro policies of the country in the scientific, economic, political, social and cultural fields
DOI: 10.6084/m9.figshare.25213541.v4
title: <i>N. oneida</i> genome annotation

description: Genome annotation files for<i> N. oneida</i>
DOI: 10.6084/m9.figshare.17712038.v2
title: Binning the giant viruses and their close relatives with anvi'o

description: Data availability for the blog post on binning giant viruses and their close relatives with anvi'o.
DOI: 10.17632/bsvgndtkjp
title: Work related musculoskeletal disorders among weavers working in hand-loom factories 

description: BACKGROUND: Weavers working in handloom factories spend major portion of day in weaving activities. Weaving involves work which need to be performed manually. This heavy work may cause stress in muscles which may lead to muscle fatigue and eventually may cause work related musculoskeletal disorders (WRMSD). To the best of our knowledge, no study has been documented to check the prevalence of work-related musculoskeletal disorders among weavers in Haryana region.The study aimed to check the prevalence of work-related musculoskeletal disorders among weavers working in handloom factories, Panipat, Haryana. 
METHOD- A cross-sectional study was conducted with the sample size of 420 weavers between age group of 20-50 years. After screening through inclusion and exclusion criteria, demographic data was collected, then weavers were asked to fill Hindi version of Nordic Musculoskeletal Questionnaire to check the prevalence of work related musculoskeletal disorders among weavers. 
The data about marital status, number of children , working hour, working duration, sick leaves were also documented.
RESULT- Normality of data to be assessed by Kolmogorov-Smirnov. The frequency and percentage for pain among weavers to be calculated both for 7 days and 12 months.
DOI: 10.6084/m9.figshare.24953406.v1
title: Test Cases for A Smart Switch Configuration and Reliability Assessment Method for Offshore Wind Farm Electrical Collector System.xlsx

description: This is the dataset for the paper: A Smart Switch Configuration and Reliability Assessment Method for Offshore Wind Farm Electrical Collector System
DOI: 10.6084/m9.figshare.28825691.v2
title: Data from: Are all waterholes equal from a lion’s view? Exploring the role of prey abundance and catchability in waterhole visitation patterns in a savannah ecosystem

description: Data and Code to reproduce the main analyses presented in the study entitled 'Are all waterholes equal from a lion’s view? Exploring the role of prey abundance and catchability in waterhole visitation patterns in a savannah ecosystem'
DOI: 10.6084/m9.figshare.4216881.v1
title: MultiPic

description: The compressed files with the format Language_Multipic.zip correspond to the CSV, XLS and TXT files with the critical pieces of <b>information</b> for each language. These are the files that researchers will find most useful together with the pictures.<br>The <b>images</b> are available in multiple formats, including TIFF, JPG and PNG. PNG files are presented in color and greyscale. All the files containing the pictures are compressed.<br><br>This Microsoft Excel file contains the core worksheet containing the final set of filtered data corresponding to the MultiPic collaborative dataset (worksheet entitled 'FINAL DATA PER LANGUAGE'), together with the original unfiltered raw data including 'don't know' responses as well as idiosyncratic responses (worksheet 'RAW UNFILTERED DATA'), and with the correctness subjective classification carried out for each response in each language (worksheet 'FILTERED DATA WITH CORRECTNESS').<br>For the full reference and additional details, please refer to:<b>Duñabeitia, J.A., Crepaldi, D., Meyer, A.S., New, B., Pliatsikas, C., Smolka, E., & Brysbaert, M. (2018). MultiPic: A standardized set of 750 drawings with norms for six European languages. Quarterly Journal of Experimental Psychology, 71(4), 808-816.</b><br>
DOI: 10.17632/6y7v84g2f7
title: Social Networks, Use of Communication Technology, and Loneliness of Frail Older People Ageing in Place in Italy: The Impact of COVID-19 Pandemic

description: Data come from the follow-up of the main study “Inclusive ageing in place” (IN-AGE), regarding frail older people aged 65 years and over (males and females). The main study was a cross-sectional qualitative survey carried out in 2019 by face-to-face interviews to frail older people without cognitive impairment, and living at home, alone or with a private personal care assistant (PCA), in three Italian Regions: Lombardy (North), Marche (Centre) and Calabria (South). Both peripheral/degraded areas of urban sites and fragile rural locations were included, with regard to social and material vulnerability aspects (e.g. high presence of frail older people living alone, poor provision of services). The follow up was carried out in July-September 2020, and it was aimed to explore and compare effects of lockdown, due to the first wave of the COVID-19 pandemic (February-May 2020), on frail older people living alone at home in Brescia and Ancona, two urban cities located respectively in the Northern and Central Italy. This country was the Western epicenter of the first wave of the pandemic, that differently affected the two cities as for infections, with a more severe impact on the former one. 
The dataset (41 respondents, vs 48 in the main survey) regards available social networks (family, friends, neighbors), use of communication technology (mobile, smartphone, PC/tablet), and perceived loneliness. Also, fears due to the pandemic were reported. A semi-structured interview was administered by telephone due to social distancing imposed by the pandemic. Participants were asked to report and motivate possible changes due to the pandemic. A simple quantitative analysis (frequency distribution/bivariate analysis) of closed responses was carried out by using Microsoft Excel software 2019. 
Findings showed that seniors increased mainly telephone (TEL) contacts especially in Ancona. In both cities fears for the infection emerged too, and mainly in Ancona than Brescia several cases of worsened perceived loneliness were detected. Despite the exploratory nature of the study, with a not-representative (small) sample of the target population, and notwithstanding some differences among cities, findings stressed the risk of isolation and loneliness of seniors living alone. This risk was buffered by the use of communication technology during the lockdown, but more interventions allowing a sustainable healthy ageing (HA) in place, enhancing healthy behaviors especially in emergency situations, are needed.
The dataset is provided in open format (xlsx) and includes the following: a “numeric” dataset regarding the unlabeled dimensions used for statistics elaboration; a codebook with both the complete variables list and variables labels we used.
The dataset was produced within the framework of the IN-AGE project, funded by Fondazione Cariplo, Grant N. 2017-0941.
DOI: 10.17632/j24mjpcrrz
title: Data for: Revisiting the Prebisch-Singer hypothesis of a secular decline in the terms of trade of primary commodities (1900-2016). A dynamic regime approach

description: This dataset gather updates (1900-2016) of Pfaffenzeller’s (2103) estimations of the Grilli and Yang Commodity Price Index, or GYCPI, through to 2016 using new data available while remaining as faithful as possible to the solutions identified by Pfaffenzeller et al (2007). The process of updating is exposed in the Working Paper CEMOTEV n°03-2017 (Geronimi, Anani and Taranco, 2017) available at : http://www.cemotev.uvsq.fr/medias/fichier/wp-cemotev-3-2017_1513006036867-pdf?INLINE=FALSE
DOI: 10.17632/tywd3vvg97
title: Data for "In search of different categories of abstract concepts: a fMRI adaptation study"

description: The event-related fMRI task was a passive reading task where subjects were presented with abstract or concrete word pairs, consisting of two words belonging to the Same or Different Category conditions. Partcipants were instructed to silently read the words.

When referring to this dataset, please cite the associated publication at https://doi.org/10.1038/s41598-021-02013-8

- Funding:
This study was supported by a European Union Grant (FP6-2004-NESTPATH, Grant 028714 to S.F.C. and G.V.).

- Uploaded Documents: 
SR_22587_2021_Materials.pdf

This document includes the following materials associated with Supplementary Information of the publication at https://doi.org/10.1038/s41598-021-02013-8

•	List of the experimental stimuli divided by semantic categories
•	Variables used for the selection of the experimental stimuli
•	Lists of experimental conditions and design set-up
•	List of experimental stimuli for the baseline condition



- Sample Size:
36

- Scanner Type:
3 T Intera Philips body scanner

- Data Type included in the fMRI dataset:
Anonymized preprocessed smoothed and normalized fMRI volumes included in the time-series for each subject. All fMRI images included in each time-series are in the Neuroimaging Informatics Technology Initiative (NIfTI) open file format.
DOI: 10.17632/bm59f4nddy
title: Distribution of eight forest habitats of European Interest in mainland Spain, and R code for Korcak fragmentation analysis

description: 1. Vector coverages (shapefiles, 1:50,000, EPSG 25830) of the distribution of eight zonal forest types in mainland Spain. The dominant species and Habitat Type code (European Habitats Directive 92/43 EEC) are: • Fagus sylvatica (9120, 9130 and 9150) • Quercus robur and Q. pyrenaica (9230) • Q. suber (9330) • Pinus uncinata (9430) • P. nigra ssp. salzmannii (9530) • P. pinea (subset of 9540) 2. R scripts to determine patchiness using the Korcak exponent B. This is computed both for the entire range of patch sizes and for size intervals using a segmented regression approach. Such intervals are automatically detected.