Detecting annual anthropogenic encroachment on intertidal vegetation using full Landsat time-series in Fujian, China

IF 6 2区 地球科学 Q1 GEOGRAPHY, PHYSICAL GIScience & Remote Sensing Pub Date : 2022-12-13 DOI:10.1080/15481603.2022.2158521
Wenting Wu, Chao Zhi, C. Chen, B. Tian, Zuoqi Chen, Hua Su
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Abstract

ABSTRACT Intertidal vegetation plays an essential role in habitat provision for waterbirds but suffers great losses due to human activities. However, it is challenging in tracking the human-driven loss and degradation of intertidal vegetation due to rapid urbanization in a high temporal resolution. In this study, a methodological framework based on full Landsat time-series (FLTS) is proposed to detect the year of change (YOC) of intertidal vegetation converted to impervious surfaces (ISs) and artificial ponds (APs), and the condition of the remaining intertidal vegetation was also assessed by FLTS, in the Fujian province, a subtropical coastal area lying in southeast China. The accuracies of the YOC detection of intertidal vegetation converted to IS and AP were 91.84% and 72.73%, with mean absolute errors of 0.26 and 1.06, respectively. The total areas of intertidal vegetation encroached by IS and AP were 31.68 km2 and 23.85 km2, respectively. Most ISs were developed later than 2010, and most APs were developed earlier than 2005, which are highly related to the implementation of local policies for economic development. The remaining intertidal vegetation in growing, stable, and degraded conditions were 43.05%, 56.38%, and 0.57%, respectively. The results indicated that areas of intertidal vegetation were reclaimed for anthropogenic uses at a considerable rate, although the intertidal vegetation still increased owing to natural development after the establishment of natural reserves. The study demonstrates that the FLTS has capacities in monitoring the dynamics in coastal zones solely for its dense earth observations.
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利用陆地卫星全时间序列探测福建潮间带植被的年度人为侵蚀
潮间带植被在为水鸟提供栖息地方面发挥着重要作用,但由于人类活动的影响,潮间带植被损失巨大。然而,以高时间分辨率追踪快速城市化导致的人类驱动的潮间带植被损失和退化是一项挑战。本文提出了基于全Landsat时间序列(FLTS)的福建省潮间带植被转化为不透水面(ISs)和人工池塘(APs)的年际变化(YOC)方法框架,并利用FLTS对福建省剩余潮间带植被状况进行了评估。转换为IS和AP的潮间带植被YOC检测精度分别为91.84%和72.73%,平均绝对误差分别为0.26和1.06。IS和AP侵蚀的潮间带植被总面积分别为31.68 km2和23.85 km2。大部分的国际空间站是在2010年之后开发的,大部分的国际空间站是在2005年之前开发的,这与地方经济发展政策的实施高度相关。生长、稳定和退化状态下的潮间带植被剩余比例分别为43.05%、56.38%和0.57%。结果表明,虽然在建立自然保护区后,潮间带植被仍因自然开发而增加,但人为利用的潮间带植被面积仍以相当大的速度被开垦。研究表明,仅靠密集的对地观测,FLTS就具有监测海岸带动态的能力。
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来源期刊
CiteScore
11.20
自引率
9.00%
发文量
84
审稿时长
6 months
期刊介绍: GIScience & Remote Sensing publishes original, peer-reviewed articles associated with geographic information systems (GIS), remote sensing of the environment (including digital image processing), geocomputation, spatial data mining, and geographic environmental modelling. Papers reflecting both basic and applied research are published.
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