Multispectral Misregistration of Sentinel-2A Images: Analysis and Implications for Potential Applications

被引:22
|
作者
Skakun, Sergii [1 ]
Vermote, Eric [2 ]
Roger, Jean-Claude [1 ]
Justice, Christopher [1 ]
机构
[1] Univ Maryland, Dept Geog Sci, College Pk, MD 20742 USA
[2] NASA, Goddard Space Flight Ctr, Terr Informat Syst Lab Code 619, Greenbelt, MD 20771 USA
基金
美国国家航空航天局;
关键词
Cloud detection; moving target; multispectral misregistration; phase correlation; Sentinel-2; subpixel; CLOUD; MOTION;
D O I
10.1109/LGRS.2017.2766448
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
This letter aims at analyzing subpixel misregistration between multispectral images acquired by the Multi Spectral Instrument (MSI) aboard Sentinel-2A remote sensing satellite, and exploring its potential for moving target and cloud detection. By virtue of its hardware design, MSI's detectors exhibit a parallax angle that leads to subpixel shifts that are corrected with special preprocessing routines. However, these routines do not correct shifts for moving and/or high-altitude objects. In this letter, we apply a phase correlation approach to detect subpixel shifts between B2 (blue), B3 (green), and B4 (red) Sentinel-2A/MSI images. We show that shifts of more than 1.1 pixels can be observed for moving targets, such as airplanes and clouds, and can be used for cloud detection. We demonstrate that the proposed approach can detect clouds that are not identified in the built-in cloud mask provided within the Sentinel-2A Level-1C product.
引用
收藏
页码:2408 / 2412
页数:5
相关论文
共 50 条
  • [41] Silage maize yield estimation by using planetscope, sentinel-2A and landsat 8 OLI satellite images
    Tunca, Emre
    Koksal, Eyup Selim
    Taner, Sakine cetin
    SMART AGRICULTURAL TECHNOLOGY, 2023, 4
  • [42] Selection of suitable fusional band combination from Sentinel-2A and UAV imagery for agricultural applications
    Allu, Ayyappa Reddy
    Mesapam, Shashi
    JOURNAL OF SPATIAL SCIENCE, 2024,
  • [43] Automatic Identification of Tree Species From Sentinel-2A Images Using Band Combinations and Deep Learning
    Vaghela Himali, P.
    Raja, R. A. Alagu
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2024, 21
  • [44] Predictive model for monitoring water turbidity in a subtropical lagoon using Sentinel-2A/B MSI images
    Caballero, Cassia Brocca
    Guedes, Hugo Alexandre Soares
    Fraga, Rosimeri da Silva
    Mendes, Karen Gularte Peres
    da Fonseca, Elisandra Hernandes
    Martins, Vitor Souza
    Mensch, Morgana dos Santos
    RBRH-REVISTA BRASILEIRA DE RECURSOS HIDRICOS, 2023, 28
  • [45] Mapping the chlorophyll-a horizontal gradient in a cascading reservoirs system using MSI Sentinel-2A images
    Watanabe, Fernanda
    Alcantara, Enner
    Bernardo, Nariane
    de Andrade, Caroline
    Gomes, Ana Carolina
    do Carmo, Alisson
    Rodrigues, Thanan
    Rotta, Luiz Henrique
    ADVANCES IN SPACE RESEARCH, 2019, 64 (03) : 581 - 590
  • [46] Parcel-Level Flood and Drought Detection for Insurance Using Sentinel-2A, Sentinel-1 SAR GRD and Mobile Images
    Thapa, Aakash
    Horanont, Teerayut
    Neupane, Bipul
    REMOTE SENSING, 2022, 14 (23)
  • [47] Mapping Maize Fields by Using Multi-Temporal Sentinel-1A and Sentinel-2A Images in Makarfi, Northern Nigeria, Africa
    Abubakar, Ghali Abdullahi
    Wang, Ke
    Shahtahamssebi, AmirReza
    Xue, Xingyu
    Belete, Marye
    Gudo, Adam Juma Abdallah
    Mohamed Shuka, Kamal Abdelrahim
    Gan, Muye
    SUSTAINABILITY, 2020, 12 (06)
  • [48] Prospectivity mapping of carbonatite-associated iron oxide deposits using an integration process of ASTER and Sentinel-2A multispectral data
    Malainine, Cheikh-Elwali
    Raji, Otmane
    Ouabid, Muhammad
    Bodinier, Jean-Louis
    El Messbahi, Hicham
    INTERNATIONAL JOURNAL OF REMOTE SENSING, 2022, 43 (13) : 4951 - 4983
  • [49] Estimation of the forest stand mean height and aboveground biomass in Northeast China using SAR Sentinel-1B, multispectral Sentinel-2A, and DEM imagery
    Liu, Yanan
    Gong, Weishu
    Xing, Yanqiu
    Hu, Xiangyun
    Gong, Jianya
    ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2019, 151 : 277 - 289
  • [50] Analysis of Urban Green Spaces Based on Sentinel-2A: Case Studies from Slovakia
    Kopecka, Monika
    Szatmari, Daniel
    Rosina, Konstantin
    LAND, 2017, 6 (02)