Micron最新文献

筛选
英文 中文
Advancing X-ray microcomputed tomography image processing of avian eggshells: An improved registration metric for multiscale 3D images and resolution-enhanced segmentation of eggshell pores using edge-attentive neural networks 推进鸟类蛋壳的x射线微计算机断层扫描图像处理:一种改进的多尺度三维图像配准度量和使用边缘关注神经网络的蛋壳孔隙分辨率增强分割。
IF 2.2 3区 工程技术
Micron Pub Date : 2025-12-01 Epub Date: 2025-09-17 DOI: 10.1016/j.micron.2025.103915
Shumeng Jia , Nicolas Piché , Marc D. McKee , Natalie Reznikov
{"title":"Advancing X-ray microcomputed tomography image processing of avian eggshells: An improved registration metric for multiscale 3D images and resolution-enhanced segmentation of eggshell pores using edge-attentive neural networks","authors":"Shumeng Jia ,&nbsp;Nicolas Piché ,&nbsp;Marc D. McKee ,&nbsp;Natalie Reznikov","doi":"10.1016/j.micron.2025.103915","DOIUrl":"10.1016/j.micron.2025.103915","url":null,"abstract":"<div><div>Avian eggs exhibit a variety of shapes and sizes, reflecting different reproductive strategies. The eggshell not only protects the egg contents, but also regulates gas and water vapor exchange vital for embryonic development. While many studies have explored eggshell ultrastructure, the distribution of pores across the entire shell is less well understood because of a trade-off between resolution and field-of-view in imaging. To overcome this, a neural network was developed for resolution enhancement of low-resolution 3D tomographic data, while performing voxel-wise labeling. Trained on X-ray microcomputed tomography images of ostrich, guillemot and crow eggshells from a natural history museum collection, the model used stepwise magnification to create low- and high-resolution training sets. Registration performance was validated with a novel metric based on local grayscale gradients. An edge-attentive loss function prevented bias towards the dominant background class (95% of all voxels), ensuring accurate labeling of eggshell (5%) and pore (0.1%) voxels. The results indicate that besides edge-attention and class balancing, 3D context preservation and 3D convolution are of paramount importance for extrapolating subvoxel features.</div></div>","PeriodicalId":18501,"journal":{"name":"Micron","volume":"199 ","pages":"Article 103915"},"PeriodicalIF":2.2,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145092101","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Knowledge-distilled swin transformer for efficient vibration artifact removal in SEM imaging 知识提炼的swin变压器在扫描电镜成像中有效去除振动伪影
IF 2.2 3区 工程技术
Micron Pub Date : 2025-12-01 Epub Date: 2025-08-21 DOI: 10.1016/j.micron.2025.103897
Xuecheng Zhang , Bin Zhang , Wenchao Meng , Yuefei Zhang , Xianjue Ye , Ze Zhang
{"title":"Knowledge-distilled swin transformer for efficient vibration artifact removal in SEM imaging","authors":"Xuecheng Zhang ,&nbsp;Bin Zhang ,&nbsp;Wenchao Meng ,&nbsp;Yuefei Zhang ,&nbsp;Xianjue Ye ,&nbsp;Ze Zhang","doi":"10.1016/j.micron.2025.103897","DOIUrl":"10.1016/j.micron.2025.103897","url":null,"abstract":"<div><div>This study addresses the challenge of removing vibration-induced horizontal stripe artifacts in Scanning Electron Microscopy (SEM) images, which degrade image fidelity and compromise quantitative analysis. The main contribution lies in the development of SwinIR-KD, a computationally efficient image restoration framework. This framework synergistically integrates the Swin Transformer architecture with knowledge distillation and a novel Horizontal Stripe Suppress Loss. Specifically, SwinIR-KD employs a lightweight student model, distilled from a larger pre-trained SwinIR teacher model, and incorporates architectural modifications to reduce complexity. A specialized loss function, combining reconstruction, distillation, and stripe suppression components, guides the training. Experimental results on an SEM speckle image dataset demonstrate that SwinIR-KD significantly reduces model parameters and computational complexity by approximately 79% compared to the baseline SwinIR, while achieving comparable or even superior image restoration performance in terms of PSNR, SSIM, FID, and LPIPS. Furthermore, SwinIR-KD effectively processes large-scale SEM images and is complemented by a user-friendly interface for practical application.</div></div>","PeriodicalId":18501,"journal":{"name":"Micron","volume":"199 ","pages":"Article 103897"},"PeriodicalIF":2.2,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144888679","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Creep damage evaluation of 18Cr–9Ni–3Cu–Nb–N steel by electron backscattered diffraction (EBSD) – comparison of traditional Hough Indexing and novel Spherical Indexing – 电子背散射衍射(EBSD)评价18Cr-9Ni-3Cu-Nb-N钢蠕变损伤——传统霍夫分度与新型球面分度的比较
IF 2.2 3区 工程技术
Micron Pub Date : 2025-12-01 Epub Date: 2025-08-22 DOI: 10.1016/j.micron.2025.103908
Tomotaka Hatakeyama, Kota Sawada
{"title":"Creep damage evaluation of 18Cr–9Ni–3Cu–Nb–N steel by electron backscattered diffraction (EBSD) – comparison of traditional Hough Indexing and novel Spherical Indexing –","authors":"Tomotaka Hatakeyama,&nbsp;Kota Sawada","doi":"10.1016/j.micron.2025.103908","DOIUrl":"10.1016/j.micron.2025.103908","url":null,"abstract":"<div><div>The creep damage evaluation of 18Cr–9Ni–3Cu–Nb–N steel creep interrupted and ruptured at 873 K was performed. Kernel average misorientation (KAM) and grain orientation spread (GOS) values obtained by electron backscattered diffraction (EBSD) through two types of indexing procedures, traditional Hough Indexing (HI) and novel Spherical Indexing (SI), were used as the descriptors of creep damage. The SI resulted in a lower KAM value than that obtained via HI, suggesting improved angular resolution and higher sensitivity for creep damage detection at lower strain levels. The GOS of the virgin sample obtained via SI was also lower than that obtained via HI, whereas that of the crept specimens evaluated via SI and HI were almost identical. Nevertheless, by considering the deviation from the initial value, SI also improved the sensitivity of creep damage detection at the lower strain level using GOS. Therefore, this study revealed the effectiveness of creep damage evaluation with SI compared to that with HI.</div></div>","PeriodicalId":18501,"journal":{"name":"Micron","volume":"199 ","pages":"Article 103908"},"PeriodicalIF":2.2,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144903630","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Bulk uniaxial crystal stray field images modeling based on the magnetic force microscopy experimental data 基于磁力显微镜实验数据的体单轴晶体杂散场图像建模
IF 2.2 3区 工程技术
Micron Pub Date : 2025-12-01 Epub Date: 2025-09-02 DOI: 10.1016/j.micron.2025.103911
A.I. Sinkevich, S.D. Smetannikova, E.M. Semenova
{"title":"Bulk uniaxial crystal stray field images modeling based on the magnetic force microscopy experimental data","authors":"A.I. Sinkevich,&nbsp;S.D. Smetannikova,&nbsp;E.M. Semenova","doi":"10.1016/j.micron.2025.103911","DOIUrl":"10.1016/j.micron.2025.103911","url":null,"abstract":"<div><div>Magnetic force microscopy is a state-of-the-art high-resolution method of magnetic domain structure stray field investigation. Bulk uniaxial crystals with a branched domain structure are characterized by a stray field that changes rapidly with increasing distance from the sample surface. For such structures, it is most important to obtain magnetic force images at the lowest achievable tip-sample lift height <em>z</em> value. Present paper discusses an algorithm for experimental images processing. The algorithm results in modeled images at any lift height <em>z</em>, including the surface domain structure image (<em>z</em> = 0). It contains new information about additional domains and can be used for the most correct estimation of domain structure parameters and micromagnetic analysis. In addition, the spatial distribution of the tip-sample interaction force and energy can be calculated, and a statistical analysis of the structure complexity can be performed based on the results obtained.</div></div>","PeriodicalId":18501,"journal":{"name":"Micron","volume":"199 ","pages":"Article 103911"},"PeriodicalIF":2.2,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144988863","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Assessment of skeletal muscle deformability during clinical paralysis in EAE, a mouse model of multiple sclerosis 多发性硬化症小鼠EAE模型临床瘫痪时骨骼肌变形能力的评估
IF 2.2 3区 工程技术
Micron Pub Date : 2025-12-01 Epub Date: 2025-08-29 DOI: 10.1016/j.micron.2025.103910
G. Pyka-Fościak , J. Śmiałek-Bartyzel , B. Wójcik , J.A. Litwin , M. Lekka
{"title":"Assessment of skeletal muscle deformability during clinical paralysis in EAE, a mouse model of multiple sclerosis","authors":"G. Pyka-Fościak ,&nbsp;J. Śmiałek-Bartyzel ,&nbsp;B. Wójcik ,&nbsp;J.A. Litwin ,&nbsp;M. Lekka","doi":"10.1016/j.micron.2025.103910","DOIUrl":"10.1016/j.micron.2025.103910","url":null,"abstract":"<div><div>Multiple sclerosis (MS) and its mouse model, experimental autoimmune encephalomyelitis (EAE), are neurodegenerative diseases associated with inflammation and demyelination of the central nervous system, often leading to severe motor deficits, including progressive paralysis and spasticity. Although the neurological aspects of MS and EAE are widely described, the influence of disease progression on skeletal muscle structure and mechanics remains a largely unexplored field. In the present study, we assessed skeletal muscle deformability during EAE-induced paralysis using atomic force microscopy (AFM), histological examination, and analysis of dystrophin and laminin expression in relation to EAE disease severity. Nanomechanical measurements showed a biphasic response of forelimb muscles: an early increase in muscle rigidity at disease onset, a marked decrease at the peak of the disease, and a later increase in the chronic phase. Hindlimb muscles revealed a similar but more gradual rigidity progression. Our study revealed disease phase-dependent alterations of skeletal muscle histology, with changes in myofiber cross-sectional area, the presence of fibers with centrally located nuclei and increased collagen accumulation, particularly in the peak and chronic phases. Immunofluorescence and Western blot studies revealed decreased expression of dystrophin and laminin, particularly in the chronic phase of EAE, suggesting that cytoskeletal disorganization and extracellular matrix remodeling are contributing factors. These results demonstrate that EAE-related paralysis includes progressive biomechanical and structural changes in skeletal muscles, exacerbating motor disability. Understanding the musculoskeletal consequences of MS-like disease could provide a more comprehensive overview of disease pathology and might motivate therapeutic strategies targeting muscle integrity along with neuronal repair.</div></div>","PeriodicalId":18501,"journal":{"name":"Micron","volume":"199 ","pages":"Article 103910"},"PeriodicalIF":2.2,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144926192","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Applications of electron channeling pattern for the determination of wafer offcut and misorientation angles 电子通道图在晶圆边角和错位角测定中的应用
IF 2.2 3区 工程技术
Micron Pub Date : 2025-12-01 Epub Date: 2025-09-03 DOI: 10.1016/j.micron.2025.103912
Han Han , Libor Strakoš , Clément Porret , Valérie Depauw , Tomáš Vystavěl , Olivier Richard , Marina Baryshnikova , Eva Grieten , Thomas Hantschel
{"title":"Applications of electron channeling pattern for the determination of wafer offcut and misorientation angles","authors":"Han Han ,&nbsp;Libor Strakoš ,&nbsp;Clément Porret ,&nbsp;Valérie Depauw ,&nbsp;Tomáš Vystavěl ,&nbsp;Olivier Richard ,&nbsp;Marina Baryshnikova ,&nbsp;Eva Grieten ,&nbsp;Thomas Hantschel","doi":"10.1016/j.micron.2025.103912","DOIUrl":"10.1016/j.micron.2025.103912","url":null,"abstract":"<div><div>The epitaxial growth of semiconductor multilayers often starts from monocrystalline wafers that have an offcut angle. This offcut angle is critical for tailoring the properties of epitaxial materials, making its precise control essential. This study demonstrates a novel approach to determine the wafer offcut angle based on electron channeling patterns (ECP) obtained by scanning electron microscopy. The technique involves calculating the angular distance between the zone axis and the surface normal by analyzing a series of ECP images acquired at various rotations/tilts. The method successfully applies to Si(001) substrates with different offcut angles, measured within ∼1 h with an angular accuracy of <span><math><mo>∼</mo></math></span>0.05°. Additionally, the misorientation between the overlaying semiconductor crystalline films and the substrate is estimated with a precision down to ∼ 0.03º within ∼ 30 min. This performance can meet the accuracy requirements for a wide range of industrial and research applications.</div></div>","PeriodicalId":18501,"journal":{"name":"Micron","volume":"199 ","pages":"Article 103912"},"PeriodicalIF":2.2,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145019819","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Quantitative and three-dimensional observations by electron holography 用电子全息术进行定量和三维观察。
IF 2.2 3区 工程技术
Micron Pub Date : 2025-12-01 Epub Date: 2025-09-16 DOI: 10.1016/j.micron.2025.103917
Toshiaki Tanigaki
{"title":"Quantitative and three-dimensional observations by electron holography","authors":"Toshiaki Tanigaki","doi":"10.1016/j.micron.2025.103917","DOIUrl":"10.1016/j.micron.2025.103917","url":null,"abstract":"<div><div>This paper reviews advances in quantitative and three-dimensional (3D) observations by electron holography. Electron holography provides quantitative electron wave information regarding electromagnetic fields in and around samples at the micron to atomic scale. Spatial resolution and quantitative precision in electron holography have been improved by hardware- and software-type aberration corrections. This has led to observations of atomic-resolution electrostatic potential that enable electrons to be counted on catalyst nanoparticles. Furthermore, combinations of hardware and software-type aberration correction have enabled magnetic-field observations at the level of individual lattice planes. This paper also details how the merits of quantitative observation have been utilized in three-dimensional observations of electrostatic potentials and magnetic fields and how tomographic electron holography has unveiled the three-dimensional magnetic-field distributions in skyrmions.</div></div>","PeriodicalId":18501,"journal":{"name":"Micron","volume":"199 ","pages":"Article 103917"},"PeriodicalIF":2.2,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145102666","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Analytics of the Gaussian phase object 高斯相位对象的分析。
IF 2.2 3区 工程技术
Micron Pub Date : 2025-12-01 Epub Date: 2025-09-13 DOI: 10.1016/j.micron.2025.103916
M. Beleggia
{"title":"Analytics of the Gaussian phase object","authors":"M. Beleggia","doi":"10.1016/j.micron.2025.103916","DOIUrl":"10.1016/j.micron.2025.103916","url":null,"abstract":"<div><div>A Gaussian pure phase object can be expressed as an infinite series of complex Gaussians. In momentum representation, since the Fourier Transform of a Gaussian is another Gaussian, the object wave spectrum is also an infinite series of complex Gaussians. Multiplying by a transfer function that is at most quadratic in spatial frequencies, such as the Fresnel propagator, does not change the structure of the series, which can then be Fourier transformed back to real space analytically. This computational framework provides us with the opportunity of examining the dependence of the image intensity on various key parameters such as defocus distance and Zernike/Hilbert phase plate angles, for the purposes of optimizing contrast and providing guidelines for the design of phase plates for electrons.</div></div>","PeriodicalId":18501,"journal":{"name":"Micron","volume":"199 ","pages":"Article 103916"},"PeriodicalIF":2.2,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145102723","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Optimized protocol for intracellular labeling of red blood cells with anti-hemoglobin F for confocal microscopy analysis 共聚焦显微镜分析中红细胞抗血红蛋白F细胞内标记的优化方案
IF 2.2 3区 工程技术
Micron Pub Date : 2025-12-01 Epub Date: 2025-09-08 DOI: 10.1016/j.micron.2025.103913
Laura Rey-Barroso , Mònica Roldán , Marcos Frías , Francisco J. Burgos-Fernández , Ignacio Isola , Anna Ruiz Llobet , Edurne Sarrate , Meritxell Vilaseca
{"title":"Optimized protocol for intracellular labeling of red blood cells with anti-hemoglobin F for confocal microscopy analysis","authors":"Laura Rey-Barroso ,&nbsp;Mònica Roldán ,&nbsp;Marcos Frías ,&nbsp;Francisco J. Burgos-Fernández ,&nbsp;Ignacio Isola ,&nbsp;Anna Ruiz Llobet ,&nbsp;Edurne Sarrate ,&nbsp;Meritxell Vilaseca","doi":"10.1016/j.micron.2025.103913","DOIUrl":"10.1016/j.micron.2025.103913","url":null,"abstract":"<div><div>The combined use of immunolabeling and confocal microscopy offers a robust tool for the comprehensive examination of red blood cells, allowing clear visualization of specific proteins and their roles in the cell. While immunolabeling is a widely employed technique, it presents specific challenges in the study of red blood cells, including difficulties with membrane permeabilization, the appearance of background fluorescence, detection of very faint signals, interference from other blood components, and, notably, poor preservation resulting from an incorrect choice of fixation components. Adding to this, fresh blood samples are very labile and need to be preserved as soon as possible, ideally immediately after extraction. Addressing these challenges requires careful experimental design to ensure assay specificity and sensitivity, often complicated by incomplete or unclear information in the literature. In this study, we have compiled available bibliographic data regarding key aspects of red blood cell immunolabeling and devised a detailed immunostaining protocol to investigate the presence of Hemoglobin F in patients with sickle cell anemia treated with hydroxyurea. This protocol ensures proper preservation of red blood cell characteristics and may find application in immunolabeling with other intracellular antibodies.</div></div>","PeriodicalId":18501,"journal":{"name":"Micron","volume":"199 ","pages":"Article 103913"},"PeriodicalIF":2.2,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145045172","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Hierarchical nanotopographies and fractal fingerprints of Anopheles mosquito wing surfaces 按蚊翅膀表面的分层纳米形貌和分形指纹图谱
IF 2.2 3区 工程技术
Micron Pub Date : 2025-12-01 Epub Date: 2025-09-02 DOI: 10.1016/j.micron.2025.103914
Leandro Caio Correa Pinto , Glenda Quaresma Ramos , Robert Saraiva Matos , Abhijeet Das , Carlos Alberto Rodrigues Costa , Rosa Amélia Gonçalves Santana , Silvia Cássia Brandão Justiniano , Henrique Duarte da Fonseca Filho
{"title":"Hierarchical nanotopographies and fractal fingerprints of Anopheles mosquito wing surfaces","authors":"Leandro Caio Correa Pinto ,&nbsp;Glenda Quaresma Ramos ,&nbsp;Robert Saraiva Matos ,&nbsp;Abhijeet Das ,&nbsp;Carlos Alberto Rodrigues Costa ,&nbsp;Rosa Amélia Gonçalves Santana ,&nbsp;Silvia Cássia Brandão Justiniano ,&nbsp;Henrique Duarte da Fonseca Filho","doi":"10.1016/j.micron.2025.103914","DOIUrl":"10.1016/j.micron.2025.103914","url":null,"abstract":"<div><div>This study investigates the nanoscale surface morphology of <em>Anopheles darlingi</em> and <em>Anopheles aquasalis</em> mosquito wings using Atomic Force Microscopy (AFM) and fractal analysis. High-resolution 3D AFM imaging revealed pronounced inter- and intra-species differences, with the ventral surface of <em>An. darlingi</em> (V-Ad) exhibiting the greatest roughness (Sq = 45.34 ± 3.20 nm) and height amplitude (Sz = 399.17 ± 65.46 nm), compared to the smoother dorsal surface of <em>An. aquasalis</em> (D-Aa, Sq = 23.54 ± 3.47 nm, Sz = 157.80 ± 17.91 nm). Spectral analysis via Fast Fourier Transform (FFT) and Hough transform identified directional anisotropy in <em>An. darlingi</em>, suggesting aligned nanostructures possibly related to aerodynamic or ecological adaptations. Monofractal analysis revealed that V-Ad surfaces had the highest Hurst coefficient (H = 0.96 ± 0.02), indicating persistent roughness, while dorsal surface of <em>An. aquasalis</em> (D-Aa) showed lower spatial correlation (H = 0.82 ± 0.03). These findings highlight functional nanostructural divergences among malaria vectors and underscore the utility of AFM and fractal descriptors in entomological and bioinspired materials research.</div></div>","PeriodicalId":18501,"journal":{"name":"Micron","volume":"199 ","pages":"Article 103914"},"PeriodicalIF":2.2,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144996744","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
相关产品
×
本文献相关产品
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信
小红书