Remote Sensing Technology and Application, Volume. 39, Issue 4, 952(2024)

Evaluating the Detection Efficiency of MODIS Data for Low-density Green Tides in the Yellow Sea

Liu YANG, Mingxiu WANG, Xiaobo ZHU, Jun TANG, Jianqiang LIU, Jing DING, Qianguo XING, Manchun LI, and Yingcheng LU
Author Affiliations
  • International Institute for Earth System Science, Nanjing University, Nanjing210023, China
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    References(29)

    [1] N H YE, X W ZHANG, Y Z MAO et al. 'Green tides' are overwhelming the coastline of our blue planet: Taking the world's largest example. Ecological Research, 26, 477-485(2011).

    [2] D Y LIU, J KEESING, Q G XING et al. World's largest macroalgal bloom caused by expansion of seaweed aquaculture in China. Marine Pollution Bulletin, 58, 888-895(2009).

    [3] Z L WANG, J XIAO, S L FAN et al. Who made the world's largest Green Tide in China?-An integrated study on the initiation and early development of the Green Tide in Yellow Sea. Limnology and Oceanography, 60, 1105-1117(2015).

    [4] Q G XING, D Y AN, X Y ZHENG et al. Monitoring seaweed aquaculture in the Yellow Sea with multiple sensors for managing the disaster of macroalgal blooms. Remote Sensing of Environment, 231(2019).

    [5] J KEESING, D Y LIU, P FEARNS et al. Inter- and intra-annual patterns of Ulva prolifera Green Tides in the Yellow Sea during 2007-2009, Their origin and relationship to the expansion of coastal seaweed aquaculture in China. Marine Pollution Bulletin, 62, 1169-1182(2011).

    [6] C H HU, D Q LI, C S CHEN et al. On the recurrent Ulva prolifera blooms in the Yellow Sea and East China Sea. Journal of Geophysical Research Atmospheres, 115(2010).

    [7] J H ZHANG, Y Z HUO, H L WU et al. The origin of the Ulva macroalgal blooms in the Yellow Sea in 2013. Marine Pollution Bulletin, 89, 276-283(2014).

    [8] Feng LIU. The causes of green tides in the Yellow Sea,and ecophysiological and phylogenetic analysis of the bloom-forming alga,ulva prolifera, 121(2010).

    [9] X Q LIU, Z L WANG, X L ZHANG. A review of the Green Tides in the Yellow Sea,China. Marine Environmental Research, 119, 189-196(2016).

    [10] J H LEE, I C PANG, I J MOON et al. On physical factors that controlled the massive Green Tide occurrence along the Southern Coast of the Shandong Peninsula in 2008: A numerical study using a particle-tracking experiment. Journal of Geophysical Research (Oceans), 116, 12036(2011).

    [11] S JIN, Y X LIU, C SUN et al. A study of the environmental factors influencing the growth phases of Ulva prolifera in the Southern Yellow Sea,China. Marine Pollution Bulletin, 135, 1016-1025(2018).

    [12] Q G XING, L L WU, L Q TIAN et al. Remote sensing of early-stage Green Tide in the Yellow Sea for floating-macroalgae collecting campaign. Marine Pollution Bulletin, 133, 150-156(2018).

    [13] C M HU, M X He. Origin and offshore extent of floating algae in Olympic Sailing Area. Eos Transactions American Geophysical Union, 89, 302-303(2008).

    [14] L QI, C M HU, Q G XING et al. Long-term trend of Ulva prolifera blooms in the Western Yellow Sea. Harmful Algae, 58, 35-44(2016).

    [15] W SHI, M H WANG. Green macroalgae blooms in the yellow sea during the spring and summer of 2008. Journal of Geophysical Research: Oceans, 114(2009).

    [16] C M HU. A novel ocean color index to detect floating algae in the global oceans. Remote Sensing of Environment, 113, 2118-2129(2009).

    [17] Q N XING, C M HU. Mapping macroalgal blooms in the Yellow Sea and East China Sea using HJ-1 and Landsat data: Application of a virtual baseline reflectance height technique. Remote Sensing of Environment, 178, 113-126(2016).

    [18] C M HU, L QI, L B HU et al. Mapping Ulva prolifera Green Tides from space: A revisit on algorithm design and data products. International Journal of Applied Earth Observation and Geoinformation, 116, 103173(2023).

    [19] T W CUI, X J LIANG, J L GONG et al. Assessing and refining the satellite-derived massive green macro-algal coverage in the Yellow Sea with high resolution images. ISPRS Journal of Photogrammetry and Remote Sensing, 144, 315-324(2018).

    [20] L B HU, C M HU, M X HE. Remote estimation of biomass of Ulva prolifera macroalgae in the Yellow Sea. Remote Sensing of Environment, 192, 217-227(2017).

    [21] Q XU, H Y ZHANG, Y C CHENG et al. Monitoring and tracking the Green Tide in the Yellow Sea with satellite imagery and trajectory model. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 9, -01(2016).

    [22] W GUO, L ZHAO, X M LI. The interannual variation of Green Tide in the Yellow Sea. Haiyang Xuebao, 38, 36-45(2016).

    [23] C M HU, L FENG, R F HARDY et al. Spectral and spatial requirements of remote measurements of pelagic sargassum macroalgae. Remote Sensing of Environment, 167(2015).

    [24] Xiangping SUN. China offshore area seas(2006).

    [25] C M HU, X F LI, PICHEL W.G et al. Detection of natural oil slicks in the NW Gulf of mexico using MODIS imagery. Geophysical Research Letters, 36(2009).

    [26] Jinchao LIU, Jianqiang LIU, Jing DING et al. A refined imagery algorithm to extract Green Tide in the Yellow Sea from HY-1C satellite CZI measurements. Haiyang Xuebao, 44, 1-11(2022).

    [27] Q J SONG, C F MA, J Q LIU et al. Quantifying ocean surface Green Tides using high-spatial resolution thermal images. Optics Express, 30, 36592-36602(2022).

    [28] Huaguo ZHANG, Weigen HUANG. Study on spacial scale of shoreline remote sensing lnformation based on Fractal Theory. Joumal of Remote Sensing, 11, 463-468(2006).

    [29] T LU, Y C LU, L B HU et al. Uncertainty in the optical remote estimation of the biomass of Ulva prolifera macroalgae using MODIS imagery in the Yellow Sea. Optics Express, 27, 18620-18627(2019).

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    Liu YANG, Mingxiu WANG, Xiaobo ZHU, Jun TANG, Jianqiang LIU, Jing DING, Qianguo XING, Manchun LI, Yingcheng LU. Evaluating the Detection Efficiency of MODIS Data for Low-density Green Tides in the Yellow Sea[J]. Remote Sensing Technology and Application, 2024, 39(4): 952

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    Paper Information

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    Received: Apr. 10, 2023

    Accepted: --

    Published Online: Jan. 6, 2025

    The Author Email:

    DOI:10.11873/j.issn.1004-0323.2024.4.0952

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