首页|Distribution and invasion of Spartina alterniflora within the Jiaozhou Bay monitored by remote sensing image

Distribution and invasion of Spartina alterniflora within the Jiaozhou Bay monitored by remote sensing image

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Spartina alterniflora as an alien invasive plant,poses a serious threat to the ecological functions of the coastal wetland of the Jiaozhou Bay.As of 2019,the distribution area of S.alterniflora in the Jiaozhou Bay has reached more than 500 hm2.For this reason,combined with field surveys,remote sensing monitoring of the invasion S.alterniflora in the Jiaozhou Bay has been carried out.To accurately identify S.alterniflora within the Jiaozhou Bay coastal wetland,we used a new method which is an implement of deep convolutional neural network,and by which we got a higher accuracy than the traditional method.Based on distribution of S.alterniflora extracted by the proposed method,the temporal and spatial distribution characteristics of S.alterniflora were analyzed.And then combined with environmental factors,the invasion mechanism of S.alterniflora in the Jiaozhou Bay was analyzed in detail.From the monitoring results,it can be seen that S.alterniflora in Jiaozhou Bay is mainly distributed in the beaches near the Yanghe River Estuary and its southern side,the Dagu River Estuary and the Nügukou.Spartina alterniflora first broke out near the Yanghe River Estuary and gradually spread to the tidal flats near the Nügukou.The Dagu River Estuary is dominated by S.anglica,whose area has not changed much over the years,and a small amount of S.alterniflora has invaded later.

Spartina alternifloraremote sensingcoastal wetlanddeep residual network

Jianbu Wang、Zhaoyang Lin、Yuanqing Ma、Guangbo Ren、Zijun Xu、Xiukai Song、Yi Ma、Andong Wang、Yajie Zhao

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Laboratory of Marine Physics and Remote Sensing,First Institute of Oceanography,Ministry of Natural Resources,Qingdao 266061,China

School of Information and Electrics,Beijing Institute of Technology,Beijing 100081,China

Shandong Marine Resources and Environment Research Institute,Shandong Provincial Key Laboratory of Restoration for Marine Ecology,Yantai 264006,China

North China Sea Environmental Monitoring Center,State Oceanic Administration,Qingdao 266033,China

Shandong Yellow River Delta National Nature Reserve Administration Committee,Dongying 257091,China

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国家自然科学基金国家自然科学基金国家自然科学基金北京市自然科学基金Remote Sensing Monitoring Project of Geographical Elements in Shandong Yellow River Delta National Nature Reserve-the Remote

420761894120617261601133JQ20021

2022

海洋学报(英文版)
中国海洋学会

海洋学报(英文版)

CSTPCDCSCDSCI
影响因子：0.323
ISSN：0253-505X
年,卷(期)：2022.41(6)
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