Observing morphological changes in natural land form through archived satellite images: Case study of the Thane Creek

P. Mendiratta, S. Gedam
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引用次数: 1

Abstract

The Mumbai Metropolitan Region (MMR), located to the east of the Arabian Sea, experiences tropical climate with annual rainfall of over 250 cms. Geographically, the Thane Creek separates the island city from the mainland comprising low-lying marshy lands, and is lined by north-south trending hills on either side. The Creek has historically served as the natural course for rainwater discharge from the adjoining hilly terrain. Owing to its peculiar topography, the city has a distinct linear morphology wherein the habitable area along the Creek lies between the water front and these hills. This has necessitated that creation of new firm land on both its shores would either require cutting of foothills and/ or filling of erstwhile low lying marshy lands, both having fragile ecology of their own. This study highlights the significance of satellite image classification and change detection to observe the effect of rapid development and expansion of urban areas over time in the MMR on the morphology of the Creek and its adjoining wetlands. Change-detection analysis performed on classified time-series Landsat images, using Object Based Image Analysis (OBIA), reveal gradual change in the profile of the Thane Creek over the years. It is observed that the Creek width has reduced on the western shore, due to the siltation caused by anthropogenic intervention, thereby affecting the adjoining wetland ecosystems. The observations provide useful inputs for the stakeholders, to foster a comprehensive action plan to ensure sustainable futures for both mankind and biodiversity.
利用卫星图像观测自然地貌的形态变化:以塔恩河为例
孟买大都市区(MMR)位于阿拉伯海以东,属于热带气候,年降雨量超过250厘米。在地理上,Thane Creek将岛屿城市与大陆分开,包括低洼的沼泽地,两侧是南北走向的山丘。历史上,这条小溪一直是邻近丘陵地带的雨水排放的自然通道。由于其独特的地形,这座城市有一个明显的线性形态,其中沿着小溪的居住区位于水岸和这些山丘之间。这就需要在两岸建立新的坚固的土地,要么需要砍伐山麓,要么填满以前的低洼沼泽地,两者都有自己脆弱的生态。本研究强调了卫星图像分类和变化检测的重要性,以观察MMR中城市区域随着时间的快速发展和扩张对克里克及其邻近湿地形态的影响。使用基于目标的图像分析(OBIA)对分类时间序列Landsat图像进行变化检测分析,揭示了多年来Thane Creek剖面的逐渐变化。观察到,由于人为干预造成淤积,西岸的河道宽度减小,从而影响了邻近的湿地生态系统。这些意见为利益攸关方提供了有用的投入,以促进制定全面的行动计划,确保人类和生物多样性的可持续未来。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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