From projection to true surface: Curvature‐corrected SEM morphometrics of diatom frustules under hydration variability

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Authors: Izabela B. Zglobicka, Maciej Łojkowski, Ewa Borucinska, Przemysław Dąbek, Ewa Górecka, Yzu‐Hung Ma, Yu‐Po Chen, Mehmet Aladag, Jakub Augustyniak, Ping‐Hung Yeh, Krzysztof J. Kurzydlowski
Cited by: 1
References: 22

Abstract

Diatom frustules exhibit highly organised silica architectures with submicron features, which are widely studied. Nowadays, scanning electron microscopy (SEM) is commonly used for studying their morphology. However, SEM provides a two-dimensional projection that distorts the true size of three-dimensional features. In addition, samples for SEM observations are usually prepared by removing organic parts and drying the remaining parts made of bio-silica (so-called frustule). Here, we combine high-resolution SEM and liquid-cell SEM imaging with confocal microscopy to construct a curvature-aware correction model that accounts for the surface area distortion in SEM imaging caused by the in-plane projection of three-dimensional frustule geometry, demonstrated using Diploneis didyma frustules as a case study. The paper describes how automated image analysis enabled the detection of individual pores, the localisation of their centroids, and the calculation of curvature-corrected surface areas. True diameters of the frustules are provided, and drying-induced shrinkage of pores is obtained. Species length-based normalisation of morphometric data reduced variability and allow to infer systematic dependence of pore sizes on position on frustules. The results establish a reliable framework for quantitative characterisation of diatom frustules and can be applied across disciplines requiring accurate morphometrics of biogenic silica structures. LAY DESCRIPTION: Curvature-corrected SEM morphometrics, paired with hydrated/dehydrated imaging, offer a reliable quantitative framework for diatom frustule pore-size assessment. Drying shrinks pores by ∼10%, so dry-sample measurements should be corrected when targeting living/wet morphology. Curvature correction compensates SEM projection distortion, with uncorrected pores underestimated by ∼34% on average, enabling realistic edge-to-centre comparisons. The protocol is broadly transferable beyond Diploneis didyma with minor adjustments and supports applications in taxonomy, biomonitoring, and bioinspired design.

Fields of Study & Subjects

Diatoms and Algae Research Marine and coastal ecosystems Algal biology and biofuel production

Publication details

Journal / source
Journal of Microscopy
Publisher
Wiley
Volume
302
Issue
2
Pages
210–220
Publication date
24 February 2026
Language
EN