Investigation of burned areas with multiplatform remote sensing data on the Rhodes 2023 forest fires

IF 6 2区 工程技术 Q1 ENGINEERING, MULTIDISCIPLINARY
Hasan Bilgehan Makineci
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引用次数: 0

Abstract

Remote sensing (RS) data is an essential tool to quickly detect the effects on the environment of significant forest fires that occur every year. The motivation of this research was to detect the burned areas with RS data quickly after the Rhodes 2023 Forest Fire. For this purpose, optical sensing systems and microwave sensing systems were used. In addition, the Sentinel-5P dataset was preferred to determine the difference due to harmful gases in the atmosphere and to link it with forest fires. Sentinel-2A and Sentinel-2B data enable change detection by creating the Enhanced Vegetation Index (EVI), Normalized Burn Ratio (NBR), and Normalized Difference Water Index (NDWI). As a result, it was determined that approximately 18,900 Ha of forest area was burned or bared. According to the CORINE 2018 burned forest area was approximately one-fifth of the total forest area.

利用多平台遥感数据调查罗兹 2023 年森林火灾的烧毁区域
遥感(RS)数据是快速检测每年发生的重大森林火灾对环境影响的重要工具。本研究的动机是在罗兹 2023 森林火灾后,利用 RS 数据快速检测被烧毁的区域。为此,使用了光学传感系统和微波传感系统。此外,还首选哨兵-5P 数据集,以确定大气中有害气体造成的差异,并将其与森林火灾联系起来。哨兵-2A 和哨兵-2B 数据通过创建增强植被指数 (EVI)、归一化燃烧比 (NBR) 和归一化差异水指数 (NDWI),实现了对变化的检测。因此,确定约有 18,900 公顷的森林面积被烧毁或夷为平地。根据 CORINE 2018 年的数据,被烧毁的森林面积约占森林总面积的五分之一。
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来源期刊
Ain Shams Engineering Journal
Ain Shams Engineering Journal Engineering-General Engineering
CiteScore
10.80
自引率
13.30%
发文量
441
审稿时长
49 weeks
期刊介绍: in Shams Engineering Journal is an international journal devoted to publication of peer reviewed original high-quality research papers and review papers in both traditional topics and those of emerging science and technology. Areas of both theoretical and fundamental interest as well as those concerning industrial applications, emerging instrumental techniques and those which have some practical application to an aspect of human endeavor, such as the preservation of the environment, health, waste disposal are welcome. The overall focus is on original and rigorous scientific research results which have generic significance. Ain Shams Engineering Journal focuses upon aspects of mechanical engineering, electrical engineering, civil engineering, chemical engineering, petroleum engineering, environmental engineering, architectural and urban planning engineering. Papers in which knowledge from other disciplines is integrated with engineering are especially welcome like nanotechnology, material sciences, and computational methods as well as applied basic sciences: engineering mathematics, physics and chemistry.
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