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  • Data related to the publication: "A Map of Human Type 1 Diabetes Progression by Imaging Mass Cytometry". Damond N, Engler S, Zanotelli VRT, Schapiro D, Wasserfall CH, Kusmartseva I, Nick HS, Thorel F, Herrera PL, Atkinson MA and Bodenmiller B. Cell Metab. 2019 Mar 5;29(3):755-768.e5. https://doi.org/10.1016/j.cmet.2018.11.014 We used imaging mass cytometry to simultaneously image 37 biomarkers with single-cell and spatial resolution in pancreas sections from 12 human donors at different stages of type 1 diabetes. CODE: - Python script for coordinate transformation - Functions for custom histoCAT neighborhood analysis DATA: - Single-cell data - Islet-level data - Cell type information - Cell relationships (cell-cell neighborhoods and cell-islet relationships) - Donors and image metadata. - Subset containing the data for 100 images from 3 donors IMAGES: - Image stacks (37 channels) for all donors (one .7z file per donor, numbers indicate nPOD case IDs) - Cell masks - Panel file with information related to antibodies and metal tags - Metadata file linking donor information to images - Metadata file linking image stack slices and panel information - Subset containing 100 images from 3 donors
    Data Types:
    • Software/Code
    • Tabular Data
    • Dataset
    • File Set
  • Data set for 'SPACE SYNTAX AND THE HISTORIC URBAN CORE OF ŁÓDŹ' article Author: Mariusz Lamprecht, PhD, Institute of the Built Environment and Spatial Policy, Faculty of Geographical Sciences, University of Łódź mariusz.lamprecht@geo.uni.lodz.pl
    Data Types:
    • Other
    • Software/Code
    • Geospatial Data
    • Tabular Data
    • Dataset
    • Document
    • File Set
  • This dataset contains information from the Colombian (2016-2017) Time-Use Survey (ENUT in Spanish) and Mexican (2014)Time-Use Survey. It contains unpaid housework and income information, at the household level, of "pure" working-class households, i.e., households with only waged workers.
    Data Types:
    • Software/Code
    • Tabular Data
    • Dataset
  • CORNEAL ABERRATIONS AFTER CORNEAL SURGERY
    Data Types:
    • Tabular Data
    • Dataset
  • disaster nursing competence, anticipatory disaster stress, and the motivation for disaster engagement among undergraduate nursing students in Taiwan
    Data Types:
    • Tabular Data
    • Dataset
  • Includes sedimentologic (description of facies, facies associations and depositional environments), magnetostratigraphic (mean paleomagnetic results chart), biostratigraphic (range charts for nannofossils and dinocysts) and basin analysis data from this study. See text and supporting information for details of the sedimentologic, magnetostratigraphic, and biostratigraphic analyses and discussion of the data.
    Data Types:
    • Tabular Data
    • Dataset
    • Document
  • Title of article: Hidden properties of city plans. A case study of Łódź Author: Mariusz Lamprecht, PhD, Institute of the Built Environment and Spatial Policy, Faculty of Geographical Sciences, University of Łódź mariusz.lamprecht@geo.uni.lodz.pl The set of data presented in the article in figures 3-12 (shp files).
    Data Types:
    • Other
    • Software/Code
    • Geospatial Data
    • Tabular Data
    • Dataset
    • Document
    • File Set
  • Orientation and home vector length data for all experiments in Patel and Cronin 2020 "Mantis shrimp navigate home using celestial and idiothetic path integration" published in Current Biology. Two files total.
    Data Types:
    • Tabular Data
    • Dataset
  • This dataset is the dataset of the results used for figures and table in the paper Lincke, D., Wolff, C., Hinkel, J., Vafeidis, A.T., Blickensdörfer, L., Povh Skugor, D. (2020). The effectiveness of setback zones for adapting to sea-level rise in Croatia. Regional Environmental Change 20(46). https://doi.org/10.1007/s10113-020-01628-3 It consists from four files: admin_output.csv - A spreadsheet with the results of all runs on municipality level. country_output.csv - A spreadsheet with the results of all runs on national level. croatia_cls_input.csv - A spreadsheet with the input data to the coastal segments. croatia_segemnts.zip - A zipped shapefile with the 1560 croatian coastline segments used in the study. Readme.txt - the documentation. Please see the Readme.txt for more information.
    Data Types:
    • Tabular Data
    • Dataset
    • Text
    • File Set
  • Contents include fourteen excel sheets. The raw data recorded in BT-Lab software (Biologic) and Visual LCN software (Bitrode) is exported to excel format. Each operating condition consists three life-cycles and the average of them is presented in the excel sheet from which the other parameters like capacity, energy density and efficiency are calculated. Few excel sheets have original raw data exported from the data recording software and many of the sheets have averaged life cycles and processed data for the electrochemical parameters.
    Data Types:
    • Tabular Data
    • Dataset
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