IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0229605.html
   My bibliography  Save this article

Salt marsh monitoring along the mid-Atlantic coast by Google Earth Engine enabled time series

Author

Listed:
  • Anthony Daniel Campbell
  • Yeqiao Wang

Abstract

Salt marshes provide a bulwark against sea-level rise (SLR), an interface between aquatic and terrestrial habitats, important nursery grounds for many species, a buffer against extreme storm impacts, and vast blue carbon repositories. However, salt marshes are at risk of loss from a variety of stressors such as SLR, nutrient enrichment, sediment deficits, herbivory, and anthropogenic disturbances. Determining the dynamics of salt marsh change with remote sensing requires high temporal resolution due to the spectral variability caused by disturbance, tides, and seasonality. Time series analysis of salt marshes can broaden our understanding of these changing environments. This study analyzed aboveground green biomass (AGB) in seven mid-Atlantic Hydrological Unit Code 8 (HUC-8) watersheds. The study revealed that the Eastern Lower Delmarva watershed had the highest average loss and the largest net reduction in salt marsh AGB from 1999–2018. The study developed a method that used Google Earth Engine (GEE) enabled time series of the Landsat archive for regional analysis of salt marsh change and identified at-risk watersheds and salt marshes providing insight into the resilience and management of these ecosystems. The time series were filtered by cloud cover and the Tidal Marsh Inundation Index (TMII). The combination of GEE enabled Landsat time series, and TMII filtering demonstrated a promising method for historic assessment and continued monitoring of salt marsh dynamics.

Suggested Citation

  • Anthony Daniel Campbell & Yeqiao Wang, 2020. "Salt marsh monitoring along the mid-Atlantic coast by Google Earth Engine enabled time series," PLOS ONE, Public Library of Science, vol. 15(2), pages 1-23, February.
    • Handle: RePEc:plo:pone00:0229605
    DOI: 10.1371/journal.pone.0229605
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0229605
    Download Restriction: no
    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0229605&type=printable
    Download Restriction: no
    File URL: https://libkey.io/10.1371/journal.pone.0229605?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Linda A. Deegan & David Samuel Johnson & R. Scott Warren & Bruce J. Peterson & John W. Fleeger & Sergio Fagherazzi & Wilfred M. Wollheim, 2012. "Coastal eutrophication as a driver of salt marsh loss," Nature, Nature, vol. 490(7420), pages 388-392, October.
    2. Mark Schuerch & Tom Spencer & Stijn Temmerman & Matthew L. Kirwan & Claudia Wolff & Daniel Lincke & Chris J. McOwen & Mark D. Pickering & Ruth Reef & Athanasios T. Vafeidis & Jochen Hinkel & Robert J., 2018. "Future response of global coastal wetlands to sea-level rise," Nature, Nature, vol. 561(7722), pages 231-234, September.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. E. Watson & A. Oczkowski & C. Wigand & A. Hanson & E. Davey & S. Crosby & R. Johnson & H. Andrews, 2014. "Nutrient enrichment and precipitation changes do not enhance resiliency of salt marshes to sea level rise in the Northeastern U.S," Climatic Change, Springer, vol. 125(3), pages 501-509, August.
    2. repec:ags:aaea22:335970 is not listed on IDEAS
    3. Danghan Xie & Christian Schwarz & Maarten G. Kleinhans & Karin R. Bryan & Giovanni Coco & Stephen Hunt & Barend van Maanen, 2023. "Mangrove removal exacerbates estuarine infilling through landscape-scale bio-morphodynamic feedbacks," Nature Communications, Nature, vol. 14(1), pages 1-14, December.
    4. Andrés García-Ruiz & Manuel Díez-Minguito & Konstantin Verichev & Manuel Carpio, 2024. "Bibliometric Analysis of Urban Coastal Development: Strategies for Climate-Resilient Timber Housing," Sustainability, MDPI, vol. 16(4), pages 1-25, February.
    5. Guandong Li & Torbjörn E. Törnqvist & Sönke Dangendorf, 2024. "Real-world time-travel experiment shows ecosystem collapse due to anthropogenic climate change," Nature Communications, Nature, vol. 15(1), pages 1-10, December.
    6. Sèna Donalde Dolorès Marguerite Deguenon & Castro Gbêmêmali Hounmenou & Richard Adade & Oscar Teka & Ismaila Imorou Toko & Denis Worlanyo Aheto & Brice Sinsin, 2023. "Simulation of the Impacts of Sea-Level Rise on Coastal Ecosystems in Benin Using a Combined Approach of Machine Learning and the Sea Level Affecting Marshes Model," Sustainability, MDPI, vol. 15(22), pages 1-17, November.
    7. Zafer Defne & Alfredo L Aretxabaleta & Neil K Ganju & Tarandeep S Kalra & Daniel K Jones & Kathryn E L Smith, 2020. "A geospatially resolved wetland vulnerability index: Synthesis of physical drivers," PLOS ONE, Public Library of Science, vol. 15(1), pages 1-27, January.
    8. David Safari & Grant C Edwards & Faustina Gyabaah, 2020. "Diurnal and Seasonal Variation of CO2 and CH4 Fluxes in Tomago Wetland," International Journal of Sciences, Office ijSciences, vol. 9(01), pages 41-51, January.
    9. Tracy Elsey-Quirk & Austin Lynn & Michael Derek Jacobs & Rodrigo Diaz & James T. Cronin & Lixia Wang & Haosheng Huang & Dubravko Justic, 2024. "Vegetation dieback in the Mississippi River Delta triggered by acute drought and chronic relative sea-level rise," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
    10. Hagger, Valerie & Waltham, Nathan J. & Lovelock, Catherine E., 2022. "Opportunities for coastal wetland restoration for blue carbon with co-benefits for biodiversity, coastal fisheries, and water quality," Ecosystem Services, Elsevier, vol. 55(C).
    11. Jiayi Fang & Robert J. Nicholls & Sally Brown & Daniel Lincke & Jochen Hinkel & Athanasios T. Vafeidis & Shiqiang Du & Qing Zhao & Min Liu & Peijun Shi, 2022. "Benefits of subsidence control for coastal flooding in China," Nature Communications, Nature, vol. 13(1), pages 1-9, December.
    12. Fan Xu & Zeng Zhou & Sergio Fagherazzi & Andrea D’Alpaos & Ian Townend & Kun Zhao & Weiming Xie & Leicheng Guo & Xianye Wang & Zhong Peng & Zhicheng Yang & Chunpeng Chen & Guangcheng Cheng & Yuan Xu &, 2024. "Anomalous scaling of branching tidal networks in global coastal wetlands and mudflats," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
    13. Wenjia Hu & Weiwei Yu & Zhiyuan Ma & Guanqiong Ye & Ersha Dang & Hao Huang & Dian Zhang & Bin Chen, 2019. "Assessing the Ecological Sensitivity of Coastal Marine Ecosystems: A Case Study in Xiamen Bay, China," Sustainability, MDPI, vol. 11(22), pages 1-21, November.
    14. Kevin C. Hanegan & Duncan M. FitzGerald & Ioannis Y. Georgiou & Zoe J. Hughes, 2023. "Long-term sea level rise modeling of a basin-tidal inlet system reveals sediment sinks," Nature Communications, Nature, vol. 14(1), pages 1-13, December.
    15. Weisong Li & Jiahui Wu & Liyan Yang & Wanxu Chen & Xinghua Cui & Mingyu Lin, 2024. "Spatial Variations in Relationships between Urbanization and Carbon Emissions in Chinese Urban Agglomerations," Land, MDPI, vol. 13(8), pages 1-20, August.
    16. Leah H Beckett & Andrew H Baldwin & Michael S Kearney, 2016. "Tidal Marshes across a Chesapeake Bay Subestuary Are Not Keeping up with Sea-Level Rise," PLOS ONE, Public Library of Science, vol. 11(7), pages 1-12, July.
    17. Minjing Wang & Yanyan Kang & Zhuyou Sun & Jun Lei & Xiuqiang Peng, 2022. "Monitoring Wetland Landscape Evolution Using Landsat Time-Series Data: A Case Study of the Nantong Coast, China," Sustainability, MDPI, vol. 14(21), pages 1-20, October.
    18. Zhu, Ke-Hua & Zeng, Jian & Ge, Zhen-Ming & Zuo, Yin & Li, Shi-Hua & Zhao, Lei-Hua & Han, Yu & Cheng, Hai-Feng & Xin, Pei, 2024. "A model coupling ecological and hydrodynamic processes for simulating the biogeomorphology of a coastal salt marsh," Ecological Modelling, Elsevier, vol. 493(C).
    19. Xin Jing & Yuefei Zhuo & Zhongguo Xu & Yang Chen & Guan Li & Xueqi Wang, 2023. "Coastal Wetland Restoration Strategies Based on Ecosystem Service Changes: A Case Study of the South Bank of Hangzhou Bay," Land, MDPI, vol. 12(5), pages 1-20, May.
    20. Bukvic, A. & Mitchell, A. & Shao, Y. & Irish, J.L., 2023. "Spatiotemporal implications of flooding on relocation risk in rural and urban coastal municipalities," Land Use Policy, Elsevier, vol. 132(C).
    21. Eva M. Lansu & Valérie C. Reijers & Solveig Höfer & Arjen Luijendijk & Max Rietkerk & Martin J. Wassen & Evert Jan Lammerts & Tjisse Heide, 2024. "A global analysis of how human infrastructure squeezes sandy coasts," Nature Communications, Nature, vol. 15(1), pages 1-7, December.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:plo:pone00:0229605. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.