Capability of the Sentinel 2 mission for tropical coral reef mapping and coral bleaching detection

被引:108
|
作者
Hedley, John [1 ]
Roelfsema, Chris [2 ]
Koetz, Benjamin [3 ]
Phinn, Stuart [2 ]
机构
[1] ARGANS Ltd, Plymouth PL6 8BY, Devon, England
[2] Univ Queensland, Ctr Spatial Environm Res, Sch Geog Planning & Environm Management, Brisbane, Qld, Australia
[3] ESA ESRIN, I-00044 Frascati, Italy
基金
澳大利亚研究理事会;
关键词
Sentinel; 2; Coral reef; Uncertainty; Mapping; Bleaching; SPATIAL-RESOLUTION; SUN GLINT; REMOTE; CLASSIFICATION; COVER; ENVIRONMENTS; BATHYMETRY; SATELLITE; SERVICES; IMAGERY;
D O I
10.1016/j.rse.2011.06.028
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
The Sentinel 2 mission offers continuity of service for the moderate resolution multispectral SPOT XS and Landsat Thematic Mapper series sensors, but also offers several design improvements that may lead to enhanced capability in coral reef mapping applications. In this study modeling and simulated image analyses were conducted to evaluate the relative capability of the Sentinel 2 instrument design compared to SPOT-4 and Landsat ETM+, for mapping bathymetry and benthic composition, and for coral bleaching detection. The analyses involved propagating noise and environmental uncertainties through a radiative transfer model inversion to quantify uncertainty in retrievable parameters from each sensor. The experiment structure included factors for sensor-environmental noise, band choice, and complexity of benthic reflectance model. Results indicate that while variables related to reef 'health' such as coral mortality and algal cover cannot be mapped accurately by this class of instrument; Sentinel 2 does have improved ability for discrimination of reef benthic composition over SPOT-4 and Landsat ETM+. The key enabling design factors are the narrowness of bands, increased spatial resolution and additional band at 443 nm; instrument noise was a less significant factor. Rapid revisit times, global coverage, and freely available data suggest the potential for time series analyses. Sentinel 2 may also be capable of bleaching detection by change analysis given effective methods for precise cross-image image radiometric and spatial alignment. (C) 2012 Elsevier Inc. All rights reserved.
引用
收藏
页码:145 / 155
页数:11
相关论文
共 50 条
  • [21] Rebuilding relationships on coral reefs: Coral bleaching knowledge-sharing to aid adaptation planning for reef users Bleaching emergence on reefs demonstrates the need to consider reef scale and accessibility when preparing for, and responding to, coral bleaching
    Ainsworth, Tracy D.
    Leggat, William
    Silliman, Brian R.
    Lantz, Coulson A.
    Bergman, Jessica L.
    Fordyce, Alexander J.
    Page, Charlotte E.
    Renzi, Juliana J.
    Morton, Joseph
    Eakin, C. Mark
    Heron, Scott F.
    BIOESSAYS, 2021, 43 (09)
  • [22] Mapping coral reef benthic cover with fused IKONOS imagery
    Wang, Yuanyuan
    Chen, Yunhao
    Li, Jing
    GEOINFORMATICS 2007: REMOTELY SENSED DATA AND INFORMATION, PTS 1 AND 2, 2007, 6752
  • [23] Tropical cyclone cooling combats region-wide coral bleaching
    Carrigan, Adam D.
    Puotinen, Marji
    GLOBAL CHANGE BIOLOGY, 2014, 20 (05) : 1604 - 1613
  • [24] Coral and algal changes after the 1998 coral bleaching: interaction with reef management and herbivores on Kenyan reefs
    McClanahan, TR
    Muthiga, NA
    Mangi, S
    CORAL REEFS, 2001, 19 (04) : 380 - 391
  • [25] Is there a future for coral reef parks in poor tropical countries?
    T. R. McClanahan
    Coral Reefs, 1999, 18 : 321 - 325
  • [26] Accuracy of IKONOS for mapping benthic coral-reef habitats: a case study from the Puerto Morelos Reef National Park, Mexico
    Andrea Zapata-Ramirez, Paula
    Blanchon, Paul
    Olioso, Albert
    Hernandez-Nunez, Hector
    Sobrino, Jose A.
    INTERNATIONAL JOURNAL OF REMOTE SENSING, 2013, 34 (9-10) : 3671 - 3687
  • [27] Predicting Heat Stress to Inform Reef Management: NOAA Coral Reef Watch's 4-Month Coral Bleaching Outlook
    Liu, Gang
    Eakin, C. Mark
    Chen, Mingyue
    Kumar, Arun
    De La Cour, Jacqueline L.
    Heron, Scott F.
    Geiger, Erick F.
    Skirving, William J.
    Tirak, Kyle, V
    Strong, Alan E.
    FRONTIERS IN MARINE SCIENCE, 2018, 5
  • [28] Validation of Reef-Scale Thermal Stress Satellite Products for Coral Bleaching Monitoring
    Heron, Scott F.
    Johnston, Lyza
    Liu, Gang
    Geiger, Erick F.
    Maynard, Jeffrey A.
    De La Cour, Jacqueline L.
    Johnson, Steven
    Okano, Ryan
    Benavente, David
    Burgess, Timothy F. R.
    Iguel, John
    Perez, Denise I.
    Skirving, William J.
    Strong, Alan E.
    Tirak, Kyle
    Eakin, C. Mark
    REMOTE SENSING, 2016, 8 (01)
  • [29] SPECTRAL UNMIXING AND MAPPING OF CORAL REEF BENTHIC COVER
    Zeng, Rohan
    Hochberg, Eric J.
    Candela, Alberto
    Wettergreen, David S.
    IGARSS 2024-2024 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM, IGARSS 2024, 2024, : 355 - 359
  • [30] Coral Reef Mapping of UAV: A Comparison of Sun Glint Correction Methods
    Muslim, Aidy M.
    Chong, Wei Sheng
    Safuan, Che Din Mohd
    Khalil, Idham
    Hossain, Mohammad Shawkat
    REMOTE SENSING, 2019, 11 (20)