Areal Extent, Species Composition, and Spatial Distribution of Coastal Saltmarshes in China

被引:31
作者
Gu, Jiali [1 ]
Jin, Runjie [2 ]
Chen, Guangwei [2 ]
Ye, Zhanjiang [2 ]
Li, Qi [2 ]
Wang, Hengwei [2 ]
Li, Dan [2 ]
Christakos, George [2 ,3 ]
Agusti, Susana [4 ]
Duarte, Carlos M. [4 ]
Luo, Yongming [5 ]
Wu, Jiaping [1 ]
机构
[1] Zhejiang Univ, Ocean Acad, Ocean Coll, Zhoushan 312061, Peoples R China
[2] Zhejiang Univ, Ocean Coll, Zhoushan 312061, Peoples R China
[3] San Diego State Univ, Dept Geog, San Diego, CA 92182 USA
[4] King Abdullah Univ Sci & Technol KAUST, Thuwal 239556900, Saudi Arabia
[5] Chinese Acad Sci, Inst Soil Sci, Nanjing 210008, Jiangsu, Peoples R China
关键词
Sea measurements; Indexes; Rivers; Remote sensing; Carbon; Ecosystems; Support vector machines; Distribution; remote sensing; saltmarsh; sentinel-2; WATER INDEX NDWI; BLUE CARBON; PLANT;
D O I
10.1109/JSTARS.2021.3093673
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Coastal saltmarshes are key ecosystems with important ecological functions. Yet, they have experienced a widespread decline. Due to their importance, the conservation and restoration of saltmarshes are globally shared objectives, including China. Despite multiple local studies, nationwide information about saltmarshes in China is scarce. Thus, we used remote sensing to delineate the spatial distribution and areal extent of saltmarshes along coastal China and resolve their species composition. By interpreting 10 m spatial resolution Sentinel-2 images on Google Earth Engine, assisted with field survey and literature search, a total of 118 010 ha of saltmarshes were delineated in coastal China in 2019. Seven typical saltmarsh species were identified, with Phragmites australis, Spartina alterniflora, and Scirpus mariquater as dominant species, accounting for 95.5% of total saltmarsh extent, while Suaeda salsa, Tamarix chinensis, Cyperus malaccensis, and Sesuvium portulacastrum were present in limited abundance. The P. australis and exotic species S. alterniflora grow along almost all coastal provinces, but P. australis dominates in the north while S. alterniflora dominates in the middle part of coastal China. Suaeda salsa occurs mainly in the north and has suffered large losses. Tamarix chinensis is abundant in Shandong province, S. mariquater in the Yangtze River delta, C. malaccensis in Guangdong and Guangxi provinces, and S. portulacastrum in Taiwan. The exotic species S. alterniflora expanded extensively along the coast and its expansion rate continues to increase. The results provided conform a much-needed baseline for future monitoring efforts and the assessment of progress in the conservation and restoration projects toward recovering saltmarshes in China.
引用
收藏
页码:7085 / 7094
页数:10
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