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Updated: Sep 8, 2025

Use of Principal Components for Scaling Up Topographic Models to Map Soil Redistribution and Soil Organic Carbon
Published on: October 16, 2018
Quantitative mapping of smooth topographic landscapes generated using thermal scanning-probe lithography
Camilla H Sørensen1, Magnus V Nielsen1, Sander J Linde1
1Department of Physics, Technical University of Denmark, Kongens Lyngby, Denmark.
We developed FunFit, open-source software for analyzing scanning probe microscopy data, enabling precise nanoscale fabrication of functional surfaces. This tool improves reproducibility for advanced material patterning and characterization.
Area of Science:
- Materials Science
- Nanotechnology
- Surface Science
Background:
- Scanning probe microscopy (SPM) enables nanoscale surface characterization.
- Thermal scanning-probe lithography (tSPL) precisely sculpts polymer films with nanometer accuracy.
- Standard SPM analysis lacks tools for fitting mathematical functions to complex topographic data.
Purpose of the Study:
- To introduce FunFit, an open-source software package for fitting analytical functions to SPM datasets.
- To develop and demonstrate a fabrication and characterization protocol using tSPL and FunFit.
- To enhance the analysis, reproducibility, and process development for SPM-based nanofabrication.
Main Methods:
- Utilized thermal scanning-probe lithography (tSPL) for nanoscale patterning of polymer resists.
- Employed reactive ion etching to transfer polymer patterns to hexagonal boron nitride (hBN) flakes.
- Applied the FunFit software for artifact correction, analytical function fitting, and comparison of SPM and atomic force microscopy (AFM) data.
Main Results:
- Successfully patterned periodic and quasi-periodic nanoscale landscapes in polymer and hBN.
- Demonstrated high-fidelity pattern transfer from polymer to hBN.
- Validated FunFit's capability in correcting artifacts and fitting datasets, providing feedback for fabrication.
Conclusions:
- The FunFit software and associated protocol significantly improve the analysis and reproducibility of SPM experiments.
- This approach facilitates the creation of sophisticated, mathematically defined nanoscale surfaces for diverse technological applications.
- The protocol is efficient, completable within a working day, making advanced SPM analysis accessible.
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