Spatio-Temporal Analysis of the Impact of Landscape Changes on Vegetation and Land Surface Temperature over Tamil Nadu

IF 1.6 4区 地球科学 Q3 GEOSCIENCES, MULTIDISCIPLINARY
M. Shamsudeen, R. Padmanaban, P. Cabral, P. Morgado
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引用次数: 6

Abstract

Land-use changes adversely may impact ecological entities and humans by affecting the water cycle, environmental changes, and energy balance at global and regional scales. Like many megaregions in fast emerging countries, Tamil Nadu, one of the largest states and most urbanized (49%) and industrial hubs in India, has experienced extensive landuse and landcover change (LULC). However, the extent and level of landscape changes associated with vegetation health, surface permeability, and Land Surface Temperature (LST) has not yet been quantified. In this study, we employed Random Forest (RF) classification on Landsat imageries from 2000 and 2020. We also computed vegetation health, soil moisture, and LST metrics for two decades from Landsat imageries to delineate the impact of landscape changes in Tamil Nadu using Google Earth Engine (GEE). The level of vegetation health and drought for 2020 was more accurately assessed by combining the Temperature Condition Index (TCI) and Vegetation Condition Index (VCI). A Soil moisture index was subsequently used to identify surface permeability. A 75% expansion in urban areas of Tamil Nadu was detected mainly towards the suburban periphery of major cities between 2000 and 2020. We observed an overall increase in the coverage of urban areas (built-up), while a decrease for vegetated (cropland and forest) areas was observed in Tamil Nadu between 2000 and 2020. The Soil-Adjusted Vegetation Index (SAVI) values showed an extensive decline in surface permeability and the LST values showed an overall increase (from a maximum of 41 °C to 43 °C) of surface temperature in Tamil Nadu’s major cities with the highest upsurge for urban built-up areas between 2000 and 2020. Major cities built-up and non-vegetation areas in Tamil Nadu were depicted as potential drought hotspots. Our results deliver significant metrics for surface permeability, vegetation condition, surface temperature, and drought monitoring and urges the regional planning authorities to address the current status and social-ecological impact of landscape changes and to preserve ecosystem services.
泰米尔纳德邦景观变化对植被和地表温度影响的时空分析
土地利用变化通过影响全球和区域尺度上的水循环、环境变化和能量平衡,对生态实体和人类产生不利影响。泰米尔纳德邦是印度最大的邦之一,城市化程度最高(49%),也是印度的工业中心,与许多快速发展的新兴国家一样,它经历了广泛的土地利用和土地覆盖变化(LULC)。然而,与植被健康、地表渗透率和地表温度(LST)相关的景观变化的程度和水平尚未被量化。在本研究中,我们对2000年和2020年的Landsat图像采用随机森林(Random Forest, RF)分类。我们还利用谷歌地球引擎(GEE)计算了20年来Landsat图像中的植被健康、土壤湿度和地表温度指标,以描绘泰米尔纳德邦景观变化的影响。结合温度条件指数(TCI)和植被条件指数(VCI),更准确地评估了2020年植被健康和干旱水平。随后使用土壤水分指数来确定地表渗透率。2000年至2020年期间,泰米尔纳德邦城市地区主要向主要城市的郊区扩张了75%。我们观察到,在2000年至2020年期间,泰米尔纳德邦的城市地区(建成区)的覆盖率总体上有所增加,而植被(农田和森林)的覆盖率则有所减少。2000 - 2020年,泰米尔纳德邦主要城市地表温度总体上升(从最高41°C上升到43°C),城市建成区上升幅度最大,土壤调整植被指数(SAVI)值显示地表渗透率广泛下降,地表温度总体上升。泰米尔纳德邦的主要城市建筑和无植被地区被描述为潜在的干旱热点。我们的研究结果为地表渗透性、植被状况、地表温度和干旱监测提供了重要的指标,并敦促区域规划当局解决景观变化的现状和社会生态影响,并保护生态系统服务。
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来源期刊
Earth Interactions
Earth Interactions 地学-地球科学综合
CiteScore
2.70
自引率
5.00%
发文量
16
审稿时长
>12 weeks
期刊介绍: Publishes research on the interactions among the atmosphere, hydrosphere, biosphere, cryosphere, and lithosphere, including, but not limited to, research on human impacts, such as land cover change, irrigation, dams/reservoirs, urbanization, pollution, and landslides. Earth Interactions is a joint publication of the American Meteorological Society, American Geophysical Union, and American Association of Geographers.
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