Data supporting the manuscript "Nanometer Scale Imaging to Develop Quantitative Descriptors of Bipolar Membrane Junction Structure"

This dataset contains atomic force microscopy images associated with the manuscript "Nanometer Scale Imaging to Develop Quantitative Descriptors of Bipolar Membrane Junction Structure" by Maria Kelly, Emily R. Dunn, Ellis A. Spickermann, Josephine N. Gruber, César A. Lasalde-Ramírez, P. N. Romero Zavala, Éowyn Lucas, Ankur Gupta, Harry A. Atwater, and Wilson A. Smith. The dataset contains both raw images as well as segmented images produced by the image processing workflow described in the manuscript.  A readme file and meta data file are included to provide additional details regarding the sample identity, image acquisition parameters, and file naming scheme.

2 Data Resources
Name Size Type Resource Description History
README 6 KB Document README file with details on the data repository
Data Repository 228.5 MB Archive This repository contains folders for Raw Files, Channel Data, Edge Images, and Montage Images. It also contains the README file and AFMImagesMetaData.csv, a data file providing sample information and experimental parameters for each AFM measurement.
Author Information
Maria Kelly, National Laboratory of the Rockies, University of Colorado Boulder, ORCID iD: 0000-0002-7625-9655
Emily R. Dunn, California Institute of Technology
Ellis A. Spickermann, California Institute of Technology
Josephine N. Gruber, National Laboratory of the Rockies, ORCID iD: 0000-0003-1437-4516
Cesar A. Lasalde-Ramirez, California Institute of Technology
P. N. Romero Zavala, University of Colorado Boulder
Eowyn Lucas, California Institute of Technology, ORCID iD: 0000-0002-8743-5722
Ankur Gupta, University of Colorado Boulder, ORCID iD: 0000-0003-3474-9522
Harry A. Atwater, California Institute of Technology
Wilson Smith, National Laboratory of the Rockies, University of Colorado Boulder, ORCID iD: 0000-0001-7757-5281
Cite This Dataset
Kelly, Maria, Emily R. Dunn, Ellis A. Spickermann, Josephine N. Gruber, Cesar A. Lasalde-Ramirez, P. N. Romero Zavala, Eowyn Lucas, Ankur Gupta, Harry A. Atwater, and Wilson Smith. 2026. "Data supporting the manuscript "Nanometer Scale Imaging to Develop Quantitative Descriptors of Bipolar Membrane Junction Structure"." NLR Data Catalog. Golden, CO: National Laboratory of the Rockies. Last updated: June 24, 2026. DOI: 10.7799/3375276.
About This Dataset
328
10.7799/3375276
NREL/JA-5900-96046
Public
06/24/2026
DOE Project
Liquid Sunlight Alliance Fuels from Sunlight Hub
Funding Organization
Department of Energy (DOE)
Sponsoring Organization
USDOE Office of Science (SC), Basic Energy Sciences (BES)
Research Areas
Materials Science
License
View License
Digital Object Identifier
10.7799/3375276