Assessment of Vegetative Cover Dynamics During Pre and Post Covid-19 Period Using Sentinel-2A Imageries in the Western Ghats, South India

IF 1 4区 工程技术 Q4 INSTRUMENTS & INSTRUMENTATION MAPAN Pub Date : 2023-09-07 DOI:10.1007/s12647-023-00683-5
Srinithisathian Sathian, J. Brema
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Abstract

Coronavirus disease (COVID-19) has changed the living environment in various aspects just like any other disaster. The goal of this study was to use time series remote sensing data to analyze vegetative cover change in the Western ghats of south India from January 2018 to June 2021 (pre & post covid scenario). In this context, biodiversity in terms of Normalized Differential Vegetation Index (NDVI) has been investigated in relation to variations in anthropogenic activity levels before and after the Covid-19 period. A spatio-temporal analysis of NDVI, LULC change, rainfall and AOD in relation to lockdown due to Covid-19 was conducted in this study. The study demonstrates the adaptability of remote sensing techniques and GIS for monitoring the changes in biodiversity in a more precise and cost-effective way, which is ideal for conservation planning and prioritization. Also, this study investigates the relationship between rainfall, AOD and NDVI during the study period. The results show that some parts of the Western Ghats which lies in Chamrajnagar of Karnataka, Erode and Dharmapuri of Tamil Nadu experienced significant vegetative cover change during the study period. It is also been inferred that there are changes in vegetative cover along the transect points situated in Shimoga of Karnataka, Palakkad and Idukki of Kerala due to the outbreak of forest fires. The restriction during the Covid-19 lock down has minimized the disturbance in the Ghats region which echoed in the increase in vegetative cover as well as areal extent of water bodies during post corona period (2021). The effect of increase in rainfall has reflected in the reduction in concentration of aerosol due to wet scavenging effect.

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利用Sentinel-2A图像评估印度南部西高止山脉冠状病毒病前后植被覆盖动态
冠状病毒病(COVID-19)与其他灾害一样,从各个方面改变了生活环境。本研究的目的是利用时间序列遥感数据分析 2018 年 1 月至 2021 年 6 月期间印度南部西高止山脉的植被变化(冠状病毒感染前;冠状病毒感染后情景)。在此背景下,研究了归一化差异植被指数(NDVI)的生物多样性与 "Covid-19 "前后人为活动水平变化的关系。本研究对归一化植被指数、土地利用、土地利用变化、降雨量和 AOD 与 Covid-19 封锁的关系进行了时空分析。该研究表明,遥感技术和地理信息系统可用于以更精确和更具成本效益的方式监测生物多样性的变化,是制定保护规划和确定优先事项的理想选择。此外,本研究还调查了研究期间降雨量、AOD 和 NDVI 之间的关系。研究结果表明,在研究期间,位于卡纳塔克邦 Chamrajnagar、泰米尔纳德邦 Erode 和 Dharmapuri 的西高止山脉部分地区的植被发生了显著变化。此外,由于森林火灾的爆发,位于卡纳塔克邦希莫加、喀拉拉邦帕拉卡德和伊杜基的横断点的植被也发生了变化。Covid-19 封锁期间的限制措施最大限度地减少了对高原地区的干扰,这反映在后日冕时期(2021 年)植被覆盖面积和水体面积的增加上。由于湿清除效应,降雨量的增加反映在气溶胶浓度的降低上。
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来源期刊
MAPAN
MAPAN 工程技术-物理:应用
CiteScore
2.30
自引率
20.00%
发文量
91
审稿时长
3 months
期刊介绍: MAPAN-Journal Metrology Society of India is a quarterly publication. It is exclusively devoted to Metrology (Scientific, Industrial or Legal). It has been fulfilling an important need of Metrologists and particularly of quality practitioners by publishing exclusive articles on scientific, industrial and legal metrology. The journal publishes research communication or technical articles of current interest in measurement science; original work, tutorial or survey papers in any metrology related area; reviews and analytical studies in metrology; case studies on reliability, uncertainty in measurements; and reports and results of intercomparison and proficiency testing.
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