School of Earth, Atmosphere and Environment, Monash University, Clayton, VIC, 3800, Australia.
J Environ Manage. 2024 Nov;370:122658. doi: 10.1016/j.jenvman.2024.122658. Epub 2024 Sep 30.
Human activities related to land use and land cover (LULC) conversion have been the primary factor driving changes to mangrove distribution over recent decades. In order to quantify the anthropogenic influences associated with LULC changes on mangroves in the Vietnamese Southern Coast (VSC), we investigated the variations and trends in mangrove distribution between 1988 and 2023. We used a time-series of Landsat spectral indices from Google Earth Engine and applied hot spot analysis and machine learning algorithms to analyse mangrove variations and LULC classification, respectively. Our findings revealed that over the past 36 years, approximately half of the mangrove area has been lost due to LULC conversions. The most significant losses in mangrove cover occurred during the 1998-2011 period, with a decline of 46.79% in total area (an average of 3.6% per annum). The rate of mangrove deforestation more than halved to 17.49% (1.5% per annum) in the period between from 2011 to 2023. We attribute the reduction in mangrove loss to conservation efforts and natural regeneration processes. The emerging hot spot analysis indicated that the most significant restoration of new mangrove areas occurred between 1988 and 1998, totalling 1795 ha (1.4%), while the highest rate of mangrove deforestation was observed between 1998 and 2011, amounting to 2249 ha (2.0%). The primary causes of these variations in mangrove distribution were the conversion of mangrove areas to shrimp farming (38.91%), followed by other agricultural land use (5.82%) and the expansion of impervious surfaces (3.34%). In contrast, a result of enhanced conservation efforts and natural regeneration was associated with a 17.91% of mangrove area gain in the 2011-2023 period. Despite the regeneration potential of mangroves, our study highlighted the ongoing need to manage and protect mangrove forests to facilitate their expansion in the VSC. The analytical approach adopted in this study is applicable to other coastal areas when assessing changes in mangroves and land use practices.
人类活动与土地利用和土地覆盖(LULC)的转变是近几十年来导致红树林分布变化的主要因素。为了量化与越南南部海岸(VSC)红树林 LULC 变化相关的人为影响,我们研究了 1988 年至 2023 年期间红树林分布的变化和趋势。我们使用了来自谷歌地球引擎的时间序列 Landsat 光谱指数,并分别应用热点分析和机器学习算法来分析红树林变化和 LULC 分类。我们的研究结果表明,在过去的 36 年中,由于 LULC 的转变,大约一半的红树林区域已经消失。红树林覆盖的最大损失发生在 1998 年至 2011 年期间,总面积下降了 46.79%(平均每年下降 3.6%)。在 2011 年至 2023 年期间,红树林砍伐的速度减半至 17.49%(每年 1.5%)。我们将红树林损失的减少归因于保护工作和自然再生过程。新兴的热点分析表明,1988 年至 1998 年期间新的红树林区域得到了最大程度的恢复,总面积为 1795 公顷(1.4%),而 1998 年至 2011 年期间红树林砍伐的速度最快,达到 2249 公顷(2.0%)。红树林分布变化的主要原因是红树林区域向虾养殖的转变(38.91%),其次是其他农业土地利用(5.82%)和不透水面的扩张(3.34%)。相比之下,由于保护工作的加强和自然再生,2011 年至 2023 年期间,红树林面积增加了 17.91%。尽管红树林具有再生潜力,但我们的研究强调了继续管理和保护红树林的必要性,以促进其在 VSC 的扩张。本研究采用的分析方法适用于评估其他沿海地区的红树林变化和土地利用实践。