cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/zj4fxws38x
title: A test board with 50 Ω driver circuits for digital signals

description: Various 50 Ω driver circuits for digital signals are compared and evaluated. A fully assembled test board and all measurement results are presented. The design files, source codes and measurement results can be downloaded from Mendeley Data. Does it make a difference if a solderless breadboard is used instead of a printed circuit board with solid ground plane? This question is answered as well. However, the test board is not only useful for evaluating driver circuits but can also be used directly as a simple pulse generator. After all, some of the driver circuits presented here show faster rise and fall times than many commercial function generators.
DOI: 10.6084/m9.figshare.12442583.v2
title: Free Flowing Rivers Data Subset

description: These shapefiles are a subset of the Free Flowing Rivers Database. Each file is selected by Degree of Regulation(DOR): &gt;0 to 5, &gt;5 to 10, &gt;10 to 20, and &gt;20. The range is indicated in the file name. There are two sets of shapefiles - Current DOR (existing dams) and future DOR (planned dams).<br>The documentation included provides metadata. DOR is an index of impact, reported as a percent. Calculation based on the relationship between storage volume of a reservoir and the total annual river flow volume. <br>The original data set is available on figshare.Grill, Günther; Lehner, Bernhard (2019): Mapping the world's free-flowing rivers: data set and technical documentation. figshare. Dataset. https://doi.org/10.6084/m9.figshare.7688801.v1
DOI: 10.6084/m9.figshare.3519875.v1
title: Appendix B. Analysis of the partial least-squares regression (PLSR) model residuals.

description: Analysis of the partial least-squares regression (PLSR) model residuals.
DOI: 10.6084/m9.figshare.8233718.v1
title: sac.LOH1.snps.minqualfiltered.pruned.snpEff_annotated.vcf

description: Variant call format of unfiltered SNP data from Saccharomyces cerevisiae clones evolved for 100 days. This version used for identifying de novo mutations.<br>Supports in prep publication: "High-resolution mapping of loss of heterozygosity in evolved yeast clones under divergent selection"<br>
DOI: 10.17632/m5twrw5vt7
title: Data for: Energy transfer in Cr and Nd co-doped Si-B-Na-Al-Ca-Zr-O glasses

description: absorption and PL spectra
DOI: 10.6084/m9.figshare.20468613.v2
title: Skeletal muscle phenotype of the DE50-MD dog: PRISM data

description: This dataset contains graphpad prism files used to generate figures for the manuscript <strong>The skeletal muscle phenotype of the DE50-MD dog model of Duchenne muscular dystrophy</strong> <br> Included are two .zip format files, containing 1) All .pzfx format prism files (containing data as indicated by filename) 2) All exported graphs used to prepare figures <br> A third file (data key.xlsx) contains a key to all variable names and sample codes used in these analyses
DOI: 10.6084/m9.figshare.24045354.v1
title: Vpe.TEs.gff

description: Transposable elements annotation file for the Verpa penis genome
DOI: 10.6084/m9.figshare.24773232.v3
title: Monthly SSA-gapfilled and climSSA-gapfilled data based on CSR GRACE and GRACE-FO RL06 Mascons since 2002

description: Data infomation:We proposed a climate adjustment scheme using the Singular Spectrum Analysis (climSSA). The climSSA method was applied to reconstruct the 33-month gaps within GRACE and GRACE-FO missions, with the drought index data SPEI-6 derived from ERA5 as input to adjust the TWSA timeseries before performing the SSA gap-filling iteration process. We produced the SSA-filled and the climSSA-filled monthly equivalent liquid water thickness (lwe_thickness, unit in cm) GRACE/GRACE-FO products at 0.25°×0.25° over 2002/04-202605 and at 0.5°×0.5° over 2002-2022. The dataset can be downloaed at https://doi.org/10.6084/m9.figshare.24773232.Citation:Zhang, Xuanze; Ren,Chanyue; Wang Zhonglei; Li, Xiaojie; Zhang, Yongqiang. Gap-filling GRACE and GRACE-FO data with a climate adjustment scheme using Singular Spectrum analysis, Journal of Hydrology, 653, 132782, 2025. DOI:10.1016/j.jhydrol.2025.132782.Zhang, Xuanze (2023). Monthly SSA-gapfilled and climSSA-gapfilled data based on CSR GRACE and GRACE-FO RL06 Mascons since 2002. figshare. Dataset. https://doi.org/10.6084/m9.figshare.24773232Contact:Xuanze Zhang (xuanzezhang@igsnrr.ac.cn)Key Laboratory of Water Cycle and Related Land Surface Processes, Institute of Geographic Sciences and Natural Resources Research, Chinese Academy of Sciences, Beijing 100101, China.
DOI: 10.6084/m9.figshare.25117118.v1
title: Final Results 2022.xlsx

description: Analysis of a secondary dataset for HIV
DOI: 10.6084/m9.figshare.29146067.v1
title: FIG1A.docx

description: FIG1A
DOI: 10.6084/m9.figshare.5759538.v1
title: UNESCO cultural World Heritage in the Mediterranean coastal zone

description: These datasets include UNESCO cultural World Heritage sites (WHS) located in the Low Elevation Coastal Zone (LECZ) of the Mediterranean region as of 2018. The data have been produced within a study that assesses Mediterranean UNESCO World Heritage at risk from coastal flooding and erosion due to sea-level rise until 2100. <br>We have produced one dataset of so-called serial nominations, including all those cases where a WHS consists of more than one site, and one aggregated dataset of the main inscribed WHS. <br>The shapes of the WHS (serial and main) are available in polygon vector format in geographic coordinates (WGS84). The attribute tables are available in text format (CSV). For further information, please see the README file and the paper published based on these data:<br>Reimann, L, Vafeidis, AT, Brown, S, Hinkel, J, Tol, RSJ (2018). Mediterranean UNESCO World Heritage at risk from coastal flooding and erosion due to sea-level rise. Nature Communications 9: 4161, doi: 10.1038/s41467-018-06645-9.<br>Please cite the paper along with this repository when using the data. Suggested data citation:Reimann, L, Vafeidis, AT, Brown, S, Hinkel, J, Tol, RSJ (2018): UNESCO cultural World Heritage in the Mediterranean coastal zone. Available at https://doi.org/10.6084/m9.figshare.5759538.
DOI: 10.6084/m9.figshare.20721685.v1
title: EGF1_17nov20.h5

description: Live-cell imaging of MCF10A cells (48 hours, 30 minutes between frames) responding to EGF ligand perturbation.
DOI: 10.6084/m9.figshare.14967357.v2
title: Table S1.xlsx

description: Primer sequences of genes for qRT-PCR analysis.
DOI: 10.6084/m9.figshare.21601605.v2
title: Research on Adolescent Foster Family Recruitment - Dataset (Full Transcript of the 126 Interviews)

description: Dataset (Full Transcript of the 126 Interviews) of a Research on Adolescent Foster Family Recruitment
DOI: 10.6084/m9.figshare.21923682.v1
title: Supplementary Material for: Common benign melanocytic and non-melanocytic skin tumors among the elderly. Results of the Graz Study on Health & Aging (GSHA)

description: Background and objectives: Benign skin tumors are the most common skin findings and contribute to the major reasons for consulting a dermatologist. However, the frequency of benign skin tumors concerning different body areas and their relationship with sun-related behavior have not been sufficiently characterized. We aimed to improve knowledge about the anatomic distribution of the most frequently occurring benign skin tumors among a healthy predominant elderly population. Furthermore, we investigated associations with sun-related habits. Methods: In total, 100 participants, 37 men, and 63 women (mean age: 67.2 years; range: 46-86 years) were enrolled in the Graz Study on Health & Aging (GSHA) cohort. Full body images were investigated for melanocytic nevi, seborrheic keratoses, hemangiomas, dermatofibromas, and lentigines. Information on the phenotypic trait, sun exposure, use of sun-protective measures, and history of sunburns was collected in a questionnaire. Results: Common melanocytic nevi were the most frequently encountered skin lesions. Male sex was associated with multiple common nevi on the abdomen and the presence of atypical nevi. High sun exposure in central European latitudes during adolescence was positively associated with multiple common nevi on the total body. Multiple common nevi and atypical nevi on the back correlated with frequent use of sunscreens with SPF during young adulthood and adolescence, respectively. Conclusion: Our study adds new knowledge about the most frequently occurring benign skin tumors, considering all visible body areas. This research may serve as a reference basis for following epidemiological studies.
DOI: 10.6084/m9.figshare.5123395.v1
title: Supplementary Material for: Mesenchymal Stem Cells Provide an Advantageous Tumor Microenvironment for the Restoration of Cancer Stem Cells

description: <b><i>Objective:</i></b> Accumulating evidences suggest that cancer-associated fibroblasts are provided from bone-marrow-derived mesenchymal stem cells (BM-MSCs); however, little is known about the mechanism(s) by which BM-MSCs accelerate cancer aggressiveness. <b><i>Methods:</i></b> Gastric carcinoma (GC)-derived MKN-7 cells were cocultured with UE6E7T-12 BM-MSCs. The gene expression profile in MKN-7 cells was investigated by microarray analysis. Between two major types of GCs (intestinal- and diffuse-type), the expression of genes was detected by immunohistochemistry. <b><i>Results:</i></b> We found that direct attachment to UE6E7T-12 induced proliferation and cluster formation of MKN-7 cells. Coculture with UE6E7T-12 increased the population of CD133+ MKN-7 cells in vitro and coimplantation of these in mice resulted in subcutaneous tumors in vivo. The <i>wingless-type MMTV integration site (WNT) family member 5A (WNT5A)</i> and <i>transforming growth factor-</i>β<i> (TGF-</i>β<i>)-induced (TGFBI) </i>genes were found to be upregulated in MKN-7 cells directly attached to UE6E7T-12. Recruitment of CD271+ BM-MSC was detected preferentially in the stroma of the diffuse-type GC and this type of GC cell also showed frequent expression of WNT5A, TGF-β type I receptor and CD133. <b><i>Conclusion:</i></b> BM-MSC-mediated activations of the WNT and TGF-β signaling pathways were thought to provide advantageous microenvironments for cancer progression by supporting the reacquisition and maintenance of cancer stem cells.
DOI: 10.17605/osf.io/qw76a
title: Perivascular adipocyte size is related to the lipid profile and inflammatory changes in a healthy population

description: The dataset used for the correlation analyses and PCA.
DOI: 10.6084/m9.figshare.1245063.v1
title: The effect of sunlight exposure and crowdedness on plant height in Solidago canadensis, Cirsium vulgare and Aster prenanthoides.

description: Plant heights were gathered using transects in the grasslands south of Stong College at the York University Keele campus on October 14th and 21st 2014 at approximately 3:00 pm. The three plant species studies were Solidago canadensis (Golden Rod), Cirsium vulgare (Spear Thistle), and Aster prenanthoides (Purple Aster). Transects were set out twice; once deep into the grassland and the other time on the edge of the field. Every five meters, one of each plant species was randomly selected within 1ft and the height was measured using a second transect. 60 replicates were gathered in total and each time a measurement was taken for each of the three species. The shadiness was estimated on a nominal basis so that the plant being measured was in lots of shade (L), some shade (S) or no shade (S). In addition, the crowdedness of the area the plants were in was observed and recorded on a scale from 0 to 3, where 0 is not crowded at all and 3 is very crowded.
DOI: 10.6084/m9.figshare.21647453.v1
title: Data for "Benchmarking General-Purpose Machine Learning-Based Quantum Mechanical Method AIQM1 on Reaction Barrier Heights"

description: Data for "Benchmarking General-Purpose Machine Learning-Based Method AIQM1 on Reaction Barrier Heights" by Yuxinxin Chen, Yanchi Ou, Peikun Zheng, Yaohuang Huang, Fuchun Ge, Pavlo O. Dral, J. Chem. Phys., 2023, 158, in press, DOI: 10.1063/5.0137101. <br> Data_GMTKN55_dissociation.xlsx - contains raw data for GMTKN55 (errors of each method, NN SDs, RMSDs, CCSD(T)*/CBS energies, and figures with overlapped geometries) and energies for ethanol along dissociation curve BHPERI_opt_xyz.tar.gz - contains XYZ geometries of TSs and reactants in the BHPERI dataset optimized at AIQM1, ANI-1ccx, ODM2, and GFN2-xTB GMTKN55-mol.csv - contains energies of all molecules in the GMTKN55 dataset calculated at AIQM1, ODM2, ODM2*, GFN2-xTB, ANI-1ccx, and B3LYP/6-31G* as well as NN contributions, atomic energy shifts, D4 corrections, and NN SD from AIQM1 calculations. GMTKN55-reaction.csv - contains errors in reaction barriers for the GMTKN55 dataset calculated at AIQM1, ODM2, GFN2-xTB, ANI-1ccx, and B3LYP/6-31G* as well as reference barriers. It also includes B3LYP-D3/def2-QZVP and M08HX-D3/def2-QZVP extracted from the original GMTKN55 database. BH9-mol.csv - contains energies of all molecules in the BH9 dataset calculated at AIQM1, ODM2, ODM2*, GFN2-xTB, ANI-1ccx, and B3LYP/6-31G* as well as NN contributions, atomic energy shifts, D4 corrections, and NN SD from AIQM1 calculations. BH9-reaction.csv - contains errors in reaction barriers for the BH9 dataset calculated at AIQM1, ODM2, GFN2-xTB, ANI-1ccx, and B3LYP/6-31G* as well as reference barriers. Green-mol.csv - contains energies of all molecules in the Green24k dataset calculated at AIQM1, ODM2*, GFN2-xTB, and ANI-1ccx as well as NN contributions, atomic energy shifts, D4 corrections, and NN SD from AIQM1 calculations. Green-reaction.csv - contains errors in reaction barriers for the Green24k dataset calculated at AIQM1, ODM2*, GFN2-xTB, and ANI-1ccx as well as reference barriers. ethanol_dissociation.xyz - contains XYZ geometries of ethanol along the dissociation curve
DOI: 10.6084/m9.figshare.25066544.v1
title: Publication statistics for a systematic literature review of industrial hemp product manufacturing

description: The article title, author names, year of publication, journal title, country(ies) of the author(s), and classification from the final selected articles were retrieved from a systematic literature review of industrial hemp product manufacturing.
DOI: 10.17632/36fdb7fn7s
title: Gas sensing with Langmuir–Blodgett graphene films

description: This is data showing the response of gas sensors made of thin films of Langmuir-Blodgett deposited liquid-phase exfoliated graphene to various gases and in various experimental conditions. Data is provided for the temporal response of graphene sensors to humid air, as well as dry CO2 gas at different sensor temperatures. The description of the data and how to use it is provided in the file "datadescriptor.txt". Data are provided in .CSV files. The first row of the .CSV files is reserved for column labels. The experimental conditions under which the data was gathered are described in the corresponding published journal articles.
DOI: 10.6084/m9.figshare.17279990.v1
title: Gossypium herbaceum (A1a) wild genome

description: The reference-grade cotton genome assembly and annotation of Gossypium herbaceum (A1a) wild using Oxford Nanopore sequencing technology.
DOI: 10.6084/m9.figshare.26124994.v1
title: Dataset For Melogno PNAS2023-20470

description: Although the formation of new walls during plant cell division tends to follow maximal tensile stress direction, analyses of individual cells over time reveal a much more variable behavior. The origin of such variability, as well as the exact role of interphasic microtubule behavior before cell division have remained mysterious so far. To approach this question, we took advantage of the Arabidopsis stem, where the tensile stress pattern is both highly anisotropic and stable. Although cortical microtubules generally align with maximal tensile stress, we detected a specific time window, ca. 3 hours before cell division, where cells form a radial pattern of cortical microtubules. This microtubule array organization preceded preprophase band formation, a transient cortical microtubule array predicting the position of the future division plane. It was observed under different growth conditions, and was not related to cell geometry or polar auxin transport. Interestingly, this cortical radial pattern correlated with the well-documented increase of cytoplasmic microtubule accumulation before cell division. This radial organization was prolonged in cells of the <i>trm678</i> mutant, where cortical microtubules are unable to form a preprophase band. Whereas division plane orientation in <i>trm678</i> is noisier, we found that cell division symmetry was in contrast less variable between daughter cells. We propose that this “radial step” reflects a trade-off in robustness for two essential cell division attributes: symmetry and orientation. This involves a “reset” stage in G2, where an increased cytoplasmic microtubule accumulation transiently disrupts cortical microtubules alignment with tissue stress.
DOI: 10.6084/m9.figshare.26861767.v2
title: Global ocean latent and sensible heat fluxes from the maximum entropy production framework from 1988-2017

description: The global long-term ocean surface heat fluxes were revisited using an enhanced Maximum Entropy Production (MEP) framework. The ocean heat storage and four empirical Bowen ratio formulas were employed to refine the MEP method's estimation. Utilizing the improved MEP method alongside multi-source remote sensing observation data as the driving input, we generated a high-precision global estimate of ocean latent and sensible heat flux from 1988 to 2017. This new dataset achieved a coefficient of determination (R<sup>2</sup>) of 0.79 and a root mean square error (RMSE) of 16 W·m<sup>-2</sup> when compared against 129 global distributed buoy stations. The newly derived latent heat flux dataset outperformed the existing mainstream heat fluxes products, including J-OFURO3, ERA5, MERRA2, and OAFlux.The dataset files are all in NetCDF (.nc) format, with a monthly temporal resolution and a spatial resolution of 0.25-degree, covering the period from 1988 to 2017.
DOI: 10.6084/m9.figshare.27158706.v1
title: <b>Host-feeding preferences</b><b> </b><b>of </b><b><i>Culex pipiens</i></b><b> and its potential significance for flavivirus transmission in the Camargue, France. Databases and R script</b>

description: "DataFORA.csv". The principal database of the study presents the results of all the avian hosts registered in the census and the host DNA identified from the blood-feed females. Using these elements, we calculated the forage ratio of <i>Culex pipiens</i> for each species in the area."Host-feeding preferences of Culex pipiens and its potential significance for flavivirus. R". R script for the analysis. For the figures. these databases were constructed by extracting information from “DataFoRa.csv”. Because of the elevated amount of data, we selected a portion of the total data in this subset to improve the visualisation of information in the figures.The REAdMe files associated with these databases and analysis.
DOI: 10.6084/m9.figshare.4039413.v3
title: Influenza HA MCC Trees

description: 180 Influenza HA MCC trees from PLoS Comp Bio paper.<br>
DOI: 10.6084/m9.figshare.7409204.v1
title: M1-library.fastq

description: The raw NGSequencing data of a library prepared by MACE technology from five pea plants with mutant phenotype of F2 (NGB1238 × N24) mapping population.
DOI: 10.17632/4ynxfp3w53
title: Open access dataset for machine-generated text detection in Russian

description: Open access dataset for machine-generated text detection in Russian. The dataset consists of a zip-archive with 450k documents from Russian Wikipedia corpus as a real part for detection task and 450k machine-generated documents. Generated documents contains 150k samples for each language model (SberAI-small, SberAI-large, Facebook-XGLM) with 3 sampling methods (top-k, top-p, pure) and 2 priming sequence strategy (word, sentence). We provide you with access both to the data with the combined generated samples and to the individual parts of the documents generated by the different language models.
DOI: 10.17632/xtby36xwpj
title: Data for: Self-Assembling Intrauterine Device (Upod) Modulation of the Reproductive Cycle in Mares

description: Table: 6. IUD Study: Histopathological evaluation of uterine biopsy
DOI: 10.6084/m9.figshare.28931246.v1
title: Dane do analizy rozwoju społeczno-gospodarczego gmin powiatu oświęcimskiego w latach 2018 i 2023

description: Zbiór danych zawierający wskaźniki diagnostyczne służące do oceny poziomu rozwoju społeczno-gospodarczego gmin powiatu oświęcimskiego w latach 2018 i 2023. Dane obejmują osiem głównych obszarów tematycznych: stan i ochrona środowiska, aktywność społeczna, warunki mieszkaniowe, infrastruktura techniczna, edukacja, kultura, turystyka oraz rynek pracy. Plik stanowi podstawę analizy przeprowadzonej w pracy badawczej i może być wykorzystany do porównań przestrzennych i czasowych w zakresie lokalnego rozwoju.
DOI: 10.17632/mnkhr6jhfc
title: Data for: Tracking crystal-melt segregation and magma recharge using zircon trace element data

description: Data is zircon trace element compositions of volcanic and plutonic rocks from the Yunshan caldera complex of SE China (Supplementary Table 2), measured by laser ablation–inductively coupled plasma–mass spectrometry at the GeoZentrum Nordbayern, Friedrich-Alexander Universität Erlangen-Nürnberg (FAU), Germany. Supplementary Table 1 shows the results of analyses of the international rock standards BCR-2G and the 91500 zircon standard. Supplementary Table 3 shows the partition coefficient values used in Rayleigh fractional crystallization modeling.
DOI: 10.6084/m9.figshare.12996428.v1
title: Datasets for Benning & Moeller 2020

description: These datasets contain data from a two-year manipulative transplant experiment testing the influence of edaphic environment and precipitation on the geographic range limit of Clarkia xantiana ssp. xantiana (plant phenotype / survival / fitness data) (year1.csv, year2.csv), along with data on precipitation at the two sites used in the experiment (precipBI.csv, precipBR.csv), soil nutrient analyses from soils used in the experiment (nutrients.csv), and volumetric water content of soils during the experiment (vwcYr1.csv).
DOI: 10.6084/m9.figshare.28079807.v1
title: GaMD simulations for the R291A-A2AR-mini-Gs

description: Topology file: sys.prm (AMBER format)Initial coordinate file: sys.pdbInitial coordinate file without lipid, ions and water: sys-protein.pdbGaMD equilibration input file: md.inGaMD production input file: md-restart.inFinal snapshot of GaMD simulations (2000ns):run1-2us.pdb (simulation 1);run2-2us.pdb (simulation 2);run3-2us.pdb (simulation 3).
DOI: 10.17632/5s5bkcdp4g
title: Lid-driven cavity filled with nanofluid

description: This dataset contains the data that supports the findings of a peer-reviewed journal.
DOI: 10.17632/j4x7z9jnp5
title: On the origin of the light yield enhancement in polymeric composite scintillators loaded with dense nanoparticles

description: Raw data for figure 1,2,3,4 (.txt) - photoluminescence, absorbance, radioluminescence, time resolved radioluminescnece, energy transfer calculation, montecarlo simulation results (Fluka software) ; Figures pdf format; manuscripts ESI (.doc).