cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.11583/dtu.19689046.v1
title: Onshore wind generation time series for technology SP335 HH150 at resource grade C (PECD 2021 update)

description: This data (csv file) provides simulated hourly time series of onshore wind generation with specific power (SP) 335 W/m2 turbines at hub height (HH) of 150 m for the regions shown in the attached map. The analysed wind power plants are sited at the 50 % lowest mean wind speed locations in each region, i.e., in resource grade (RG) C. The map shows the resulting capacity factors (annual mean). The Excel file gives a rough indication if this wind technology is suitable for the different regions for this RG or not. The available land considers all onshore land area of a region, except lakes, cities, and very high elevation locations. The possible impact of any existing onshore wind installations in the region is not considered. Wake losses are modeled, with additional 5 % of other losses and unavailability considered. The time stamps are in GMT; the variable (column) names relate to the region names shown in the maps. The data include also country-level aggregations, e.g., UK00 is the aggregated onshore wind generation of all the UK regions (weighted by regional installed capacities). The data are part of the variable renewable energy generation time series created for ENTSO-E in the 2021 update of the Pan-European Climate Database (PECD) dataset. ENTSO-E has used the data in ERAA 2021 and Winter Outlook 2021-2022 assessments, and they are used in TYNDP 2022. The simulations are carried out by DTU Wind Energy, with the future technology selection and data validation discussed and agreed with ENTSO-E and its members. The linked journal paper (1st link) describes the simulation methodology (combination of ERA5 and GWA data is used). It is requested that the paper is cited when the data are used. The linked related journal paper (2nd link) describes the concept of resource grades and how they can be applied in energy system analyses. This item is part of a larger collection of wind and solar data: https://doi.org/10.11583/DTU.c.5939581
DOI: 10.6084/m9.figshare.12820460.v2
title: attenuation results in South China

description: The tStar results for Figure 2a and Figure 2b
DOI: 10.25378/janelia.5527441.v1
title: MouseLight Neuron AA0180

description: A vast neural tracing effort by a team of Janelia scientists has upped the number of fully-traced neurons in the mouse brain by a factor of 10. Researchers can now download and browse the data in three dimensions. <br>Inside the mouse brain, individual neurons zigzag across hemispheres, embroider branching patterns and, researchers have now discovered, can even spool out spindly fibers up to 45 centimeters long.<br>Scientists can see and explore these wandering neural traces in 3-D in the most detailed map of mouse brain wiring yet created. The map reconstructs the shape and position of more than 300 of the 70 million neurons in the mouse brain. Previous efforts to trace the path of individual neurons had topped out in the dozens. <br>The selectively-labeled neurons were mapped in an iterative process with two-photon microscopy. The brain is sliced in 200-micron sections and a few dozen neurons are labeled at a time and imaged. Each brain imaged yields about 50 terabytes of data, each containing mapped neurons which can be browsed via the NeuronBrowser application. Researchers interested in the complete raw data set should contact Janelia to discuss obtaining it via hardware transfer.
DOI: 10.6084/m9.figshare.19899366.v1
title: Mineral potential re-evaluation of the Seis Lagos Carbonatite Complex, Amazon, Brazil

description: Abstract The Seis Lagos Carbonatite Complex hosts a lateritic deposit developed over a siderite carbonatite. In the 1980’s, it was estimated to contain 2.89 Bt @ 2.81 wt% Nb2O5. Recent studies have produced new data allowing re-evaluation of the area’s mineral potential. In this work, a geological model has been constructed and new estimates of grades and tonnages are presented. The volume of cavities that occur in the lateritic crust is still unknown, and it was then segmented in possible scenarios ranging from 0 to 63%, impacting estimates of tonnage. The estimations were divided into two domains that vary according to the available data. In Domain 1, it has been estimated between 10.5-28.3 Mt @ 2.97 wt% Nb2O5 and 0.71 wt% REE2O3, and in Domain 2, between 1.40-3.78 Bt @ 1.17 wt% Nb2O5 and 0.46 wt% REE2O3. High grades of Ti, Sn and W were also detected for the lateritic crust. It is estimated that sediments in the Esperança Basin contain 11.8 Mt @ 1.76 wt% REE2O3 and 2.36 wt% P2O5, whereas the siderite carbonatite shows high grades of Nb, REE, Sc and Zn, further increasing the area’s mineral potential. Soil grids on neighboring hills do not show similarly high Nb grades, but do present high grades of REE and P.
DOI: 10.6084/m9.figshare.26300092.v2
title: Data for "Linkage between temperature sensitivity of SOM decomposition and microbial communities depends on soil fractions"

description: This research compared differences in biotic and abiotic properties between particulate and mineral-associated organic matter, and explored the drivers of the temperature sensitivity of microbial decomposition for the two soil fractions.
DOI: 10.6084/m9.figshare.14473452.v1
title: Interview Guide

description: Interview guide used in our paper
DOI: 10.6084/m9.figshare.26120032.v1
title: Raw FASTQ files and Updated database for amplicons taxonomic assignment

description: This study demonstrated that eDNA metabarcoding, based on the universal plastid amplicon (UPA) and and part of the large nuclear ribosomal subunit (LSU) molecular markers, could successfully differentiate coastal biotic communities among littoral zones and geographical locations along the shoreline of the Northern Gulf of Mexico
DOI: 10.6084/m9.figshare.5122696.v1
title: Supplementary Material for: Karyotype Evolution of Eulipotyphla (Insectivora): The Genome Homology of Seven Sorex Species Revealed by Comparative Chromosome Painting and Banding Data

description: The genus <i>Sorex</i> is one of the most successful genera of Eulipotyphla. Species of this genus are characterized by a striking chromosome variability including XY1Y2 sex chromosome systems and exceptional chromosomal polymorphisms within and between populations. To study chromosomal evolution of the genus in detail, we performed cross-species chromosome painting of 7 <i>Sorex </i>species with <i>S. granarius</i> and <i>S. araneus</i> whole-chromosome probes and found that the tundra shrew <i>S. tundrensis</i> has the most rearranged karyotype among these. We reconstructed robust phylogeny of the genus <i>Sorex</i> based on revealed conserved chromosomal segments and syntenic associations. About 16 rearrangements led to formation of 2 major Palearctic groups after their divergence from the common ancestor: the<i> S. araneus</i> group (10 fusions and 1 fission) and the <i>S. minutus</i> group (5 fusions). Further chromosomal evolution of the 12 species inside the groups, including 5 previously investigated species, was accompanied by multiple reshuffling events: 39 fusions, 20 centromere shifts and 10 fissions. The rate of chromosomal exchanges upon formation of the genus was close to the average rate for eutherians, but increased during recent (about 6–3 million years ago) speciation within <i>Sorex</i>. We propose that a plausible ancestral <i>Sorex</i> karyotype consists of 56 elements. It underwent 20 chromosome rearrangements from the boreoeutherian ancestor, with 14 chromosomes retaining the conserved state. The set of genus-specific chromosome signatures was drawn from the human (HSA)-shrew comparative map (HSA3/12/22, 8/19/3/21, 2/13, 3/18, 11/17, 12/15 and 1/12/22). The syntenic association HSA4/20, that was previously proposed as a common trait of all Eulipotyphla species, is shown here to be an apomorphic trait of <i>S. araneus</i>.
DOI: 10.60893/figshare.jcp.27183774.v1
title: Supporting Information

description: Hierarchical Ion Interactions and the Direct Air Capture of CO2 at Air/Aqueous Interfaces
DOI: 10.6084/m9.figshare.11862633.v3
title: R code and datasets to replicate analyses in Clark et al (in review)

description: R code and raw excel spreadsheets needed to replicate analyses in Clark et al (in review). The excel dataset contains a number of sheets that are required for analysis, including a sheet of parasite infection statuses for individual birds (sheet 1: birds), a sheet containing information on parasite lineage names, MalAvi names and cytochrome-b sequences (sheet 2: lineages) and a sheet that links parasite ID numbers in sheet 1 with parasite lineage names in sheet 2 (sheet 3: link). R scripts in the 'Functions' folder are used in analysis. Please follow steps in the Appendices to replicate the workflow used in the manuscript. A number of libraries are needed along the way, and it is important to follow the file structure shown in the Appendices to ensure smooth replication
DOI: 10.6084/m9.figshare.28602014.v1
title: Data to accompany the manuscript: Interactions between public and private flood adapation: insights from a socio-hydrological model

description: This data set consists of 3770 household responses from flood prone municipalities in Austria, taken during four different survey campaigns between 2014 and 2020. Details of the surveys are provided in Seebauer and Babcicky (2020; 2021); Babcicky and Seebauer (2019; 2020) and Babcicky et al. (2021). The surveys conformed with ethics guidelines of the involved research institutions and the pooled data set was anonymised. For this study, the survey responses relating to multiple questions on each of the themes of perceived threat of flooding, degree of damage experienced, degree of reliance on public flood protection measures, perceived effort to implement household measures, as well as intent to implement measures were pooled together to item indices. Z-scores were calculated to normalise the indices within each survey campaign, thus allowing to pool data from different survey regions and survey years. Surveyed households also stated whether a flood had been experienced, when a flood was last experienced, how many times a flood has been experienced, whether the householder believed they lived in a flood risk zone, as well as the presence and number of household preparedness and structural measures implemented. Household preparedness relates to measures such as an insurance policy that covers flood damage and an emergency preparedness plan, while household structural measures include installing flood barriers at doors and windows and placing electrical wiring above the water line.
DOI: 10.6084/m9.figshare.22811531.v1
title: Application 2: simulated measurement data for XX crosstalk

description: This numpy array contains the simulated computational basis measurement outcomes of the random sequences for Application 2. Simulations were performed using Qiskit. Between each layer of Clifford gates, an entangling XX crosstalk gate was inserted. Additionally, all single- and two-qubit gates were affected by depolarizing noise (see Figure 2 in the paper).
DOI: 10.6084/m9.figshare.14060498.v1
title: Job Posting Data

description: The data for the work "Market-oriented Job Skill Valuation with Cooperative Composition Neural Network" in Nature Communications.The formatted job posting data for two types of jobs (i.e., IT and Designer) can be found in "job postings.zip".The processed features and input data for running our models can be found in "processed data.zip"The intermediate data generated during the experiments can be found in "Source Data.zip"<br><br>
DOI: 10.6084/m9.figshare.24305557.v1
title: <b>GF-7 Building: A benchmark dataset for building extraction from satellite images</b>

description: This study constructs a high-resolution (0.65 m) GaoFen-7 (GF-7) Building dataset utilizing the Chinese GF-7 imagery from Tianjin, Lanzhou, Chongqing, Ningbo, Guangzhou, and Shenzhen. The dataset comprises 5175 pairs of 512×512 image tiles (including 3106 pairs in the training set, 1034 pairs in the validation set, and 1035 pairs in the test set), totally covering an area of 573.17 km<sup>2</sup> in China. It contains a total of 170,015 buildings, out of which 145,327 buildings (84.8%) are distributed in urban areas, while the remaining 24,688 buildings (15.2%) are distributed across rural areas. These high-quality labels are mainly generated through manual digitization.
DOI: 10.6084/m9.figshare.26369977.v2
title: 两个高维时间序列数据集

description: 两个数据集，包括 18 个国家贸易流动网络的月度时间序列数据和颅底 CT 图像<br>
DOI: 10.6084/m9.figshare.27642318.v1
title: <b>MoS₂-based hardware</b>

description: a 2D MoS2-based reconfigurable analog hardware that emulate synaptic, heterosynaptic, and somatic functionalities.
DOI: 10.6084/m9.figshare.26697070.v1
title: Genotypes of 13765116 SNPs in 263 Dazu black goats

description: Phenotypes of coarse hair diameter in 263 Dazu black goats
DOI: 10.6084/m9.figshare.25764921.v2
title: <b>Service-Oriented Interoperability Framework: The Botswana E-Government System Case Study (by B. Thela et al., 2024)</b>

description: Two files contain results not included in the journal paper due to wordcount limitation and not required for the understanding of the paperOne of the files contains the primary data collected from the respondents.The names of the files are self-descriptory.
DOI: 10.6084/m9.figshare.25922230.v1
title: Data for "<b>Responses of El Niño and La Niña precipitation to CO2 removal</b>"

description: The El Niño-Southern Oscillation (ENSO)-induced tropical Pacific rainfall anomaly is central to ENSO dynamics and teleconnections, but its response to climate change mitigation remains less explored. Using a large ensemble simulation of symmetric CO<sub>2</sub> ramp-up and ramp-down pathways, we found pronounced hysteresis and asymmetric features of equatorial Pacific rainfall changes between two ENSO phases. El Niño rainfall shows a century-scale hysteretic enhancement in the eastern Pacific, mainly due to the increase in cloud-longwave radiation feedback and deep convection anomaly modulated by the background Intertropical Convergence Zone changes. The La Niña precipitation intensification confined to the central-western Pacific is contributed by increased background moisture and shallow convection anomalies related to the SST anomaly structure, with a hysteresis timescale of a few decades following ocean thermal inertia. The distinct regimes and resilience of El Niño and La Niña precipitation have important implications for climate change mitigation and ENSO-mean state interactions.
DOI: 10.6084/m9.figshare.12129507.v1
title: Case report data.rar

description: nuscript for submission in the journal"BMC Infectious disease" and would like guidance on data policies and making data available.The manuscript number is"INFD-D-20-00888R1"The title is"Patient with COVID-19 who has no specific onset symptoms and progresses rapidly to death: a case report".Therefore, I uploaded the relevant data of the research on this excellent shared platform for peer review and reader reading. Considering the global COVID-19 crisis, it is necessary to share relevant research results data to maximize to benefit the global health
DOI: 10.6084/m9.figshare.17701118.v1
title: EEG Dataset for RSVP and P300 Speller Brain-Computer Interfaces

description: EEG dataset for subject 13
DOI: 10.6084/m9.figshare.5129164.v1
title: Supplementary Material for: Anemia Management in the China Dialysis Outcomes and Practice Patterns Study

description: <b><i>Background:</i></b> As the utilization of hemodialysis increases in China, it is critical to examine anemia management. <b><i>Methods:</i></b> Using data from the China Dialysis Outcomes and Practice Patterns Study (DOPPS), we describe hemoglobin (Hgb) distribution and anemia-related therapies. <b><i>Results:</i></b> Twenty one percent of China's DOPPS patients had Hgb &lt;9 g/dl, compared with ≤10% in Japan and North America. A majority of medical directors targeted Hgb ≥11. Patients who were female, younger, or recently hospitalized had higher odds of Hgb &lt;9; those with insurance coverage or on twice weekly dialysis had lower odds of Hgb &lt;9. Iron use and erythropoietin-stimulating agents (ESAs) dose were modestly higher for patients with Hgb &lt;9 compared with Hgb in the range 10-12. <b><i>Conclusion:</i></b> A large proportion of hemodialysis patients in China's DOPPS do not meet the expressed Hgb targets. Less frequent hemodialysis, patient financial contribution, and lack of a substantial increase in ESA dose at lower Hgb concentrations may partially explain this gap. Video Journal Club ‘Cappuccino with Claudio Ronco' at http://www.karger.com/?doi=442741.
DOI: 10.6084/m9.figshare.11592036.v2
title: IGH repertoires from 4 healthy donors

description: IGH repertoires of naive B cells, CD27dull and CD27bright MBCs sorted from PB samples of 4 HD. (aged 37 to 57 years)
DOI: 10.6084/m9.figshare.25333600.v1
title: Summary statistics of the de novo transcriptome assembly of oak processionary moth (larval stages L2, L4, L5).

description: Summary statistics of the de novo transcriptome assembly of oak processionary moth (larval stages L2, L4, L5).
DOI: 10.6084/m9.figshare.19104614.v2
title: SPSS study participants

description: SPSS data sets, one containing all data from first study cited (Flack et. al, 2022) and one containing lean participants originally recruited for plos one manuscript.
DOI: 10.6084/m9.figshare.22577749.v1
title: Copywriters' Preference Evaluation on Online Copywriting Course Attributes during the COVID-19 Pandemic

description: Raw data of research entitled "<strong>Copywriters' Preference Evaluation on Online Copywriting Course Attributes during the COVID-19 Pandemic</strong>"
DOI: 10.6084/m9.figshare.8023544.v1
title: A new high-throughput screening method to determine multiple dyes in herbs and spices

description: The unauthorised addition of colours to herbs and spices is a recurrent issue affecting food business operators. Such a practice aims at improving food visual attractiveness, masking poor product quality, and/or compensating for natural colour variation with the ultimate goal to increase profits. To detect this fraud, a new LC–MS/MS method was developed for screening 58 dyes in both herbs and spices. This extended list of targets was established based on requirements from international spices organisations, past issues identified by web scouting and by notifications from the European Rapid Alert System for Food and Feed (RASFF). The method is intended to quickly detect fraudulent addition of dyes with Screening Target Concentrations ranging from 0.1 to 2.5 mg/kg. Validation was performed according to the European Community Reference Laboratories Residues Guidelines 20/1/2010. False positive and false negative rates were below 5% for all analytes and applicability of the method was further demonstrated by analysing 117 samples collected worldwide. None of the surveyed dyes was found in herbs (n = 28, 16 varieties) whereas 6% of spice samples (n = 89, 21 varieties) was found contaminated with one or two dyes at levels ranging from 0.12 to 255 mg/kg. Four out of the nine detected compounds have never been reported in the RASFF, thus demonstrating the usefulness of this analytical approach.
DOI: 10.6084/m9.figshare.23522115.v1
title: Supplementary Material for: Association between Serum C-Reactive Protein Concentrations and Risk of Cancer-Related Mortality in Patients Undergoing Hemodialysis: 10-Year Outcomes of the Q-Cohort Study

description: <b><i>Introduction:</i></b> Cancer constitutes a major source of morbidity and mortality among people undergoing hemodialysis (HD). A systemic inflammatory response is associated with the incidence and prognosis of cancer in the general population. However, the effect of systemic inflammation on cancer-related mortality in patients undergoing HD remains unclear. <b><i>Methods:</i></b> We analyzed 3,139 patients registered in the Q-Cohort Study, which is a multicenter, observational cohort study of patients on hemodialysis in Japan. The primary outcome was cancer-related mortality during a 10-year follow-up. The covariate of interest was serum C-reactive protein (CRP) concentrations at baseline. The patients were divided into tertiles based on their serum CRP concentrations at baseline (tertile [T] 1: ≤0.07; T2: 0.08–0.24; and T3: ≥0.25). The association between serum CRP concentrations and cancer-related mortality was calculated using the Cox proportional hazards model and the Fine-Gray subdistribution hazards model with non-cancer-related death as a competing risk. <b><i>Results:</i></b> During the 10-year follow-up, 216 patients died of cancer. In the multivariable analysis, the risk of cancer-related mortality in the highest tertile (T3) of serum CRP concentrations was significantly higher than that in the lowest tertile (T1) (multivariable-adjusted hazard ratio [95% confidence interval]: 1.68 [1.15–2.44]). This association remained consistent in the competing risk model, in which the subdistribution hazard ratio was 1.47 and the 95% confidence interval was 1.00–2.14 for T3 compared with T1. <b><i>Conclusion:</i></b> Higher serum CRP concentrations are associated with an increased risk of cancer-related mortality in patients undergoing maintenance HD.
DOI: 10.6084/m9.figshare.11965878.v1
title: SPATIAL DISTRIBUTION OF NEWBORNS WITH SICKLE CELL TRAIT IN SERGIPE, BRAZIL

description: ABSTRACT Objective: To use the spatial distribution of the sickle cell trait (SCT) to analyze the frequency of hemoglobin S (HbS) carriers in Sergipe. Methods: The sample consisted of all individuals born in Sergipe from October 2011 to October 2012 who underwent neonatal screening in the public health system. Tests were carried out in basic health units and forwarded to the University Hospital laboratory, where they were analyzed. We used spatial autocorrelation (Moran’s index) to assess the spatial distribution of heterozygous individuals with hemoglobinopathies. Results: Among 32,906 newborns, 1,202 showed other types of hemoglobin besides Hemoglobin A. We found a positive correlation between the percentage of black and multiracial people and the incidence of SCT. Most SCT cases occurred in the cities of Aracaju (n=273; 22.7%), Nossa Senhora do Socorro (n=102; 8.4%), São Cristóvão (n=58; 4.8%), Itabaiana (n=39; 4.2%), Lagarto (n=37; 4.01%), and Estância (n=46; 4.9%). Conclusions: The spatial distribution analysis identified regions in the state with a high frequency of HbS carriers. This information is important health care planning. This method can be applied to detect other places that need health units to guide and care for sickle cell disease patients and their families.
DOI: 10.6084/m9.figshare.12765977.v1
title: GilesData Figshare.csv

description: Landmark Data
DOI: 10.17632/zkfb68cvtm
title: Quantifying denudation rates and sediment recycling of low-relief, high-elevation landscapes using in-situ and meteoric cosmogenic nuclides

description: Data Availability