用于探测大气湍流模式的遥感图像处理算法

English | 2025 | ISBN: 103234458X | 377 pages | True PDF EPUB | 103.38 MB

Injuries due to air turbulence has increased recently, therefore there is considerable concern and interest in understanding and detecting it more accurately. Presently hardly any research deals with air turbulence detection using remote sensing images. Most works use conventional optical remote sensing data with classical methods such as a library spectral signature, band ratio, and principal component analysis without designating new methods and technology. Very little research has attempted to implement optical and microwave remote sensing images for air turbulence detections. This book provides new image processing procedures for air turbulence detection using advanced remote sensing images and quantum image processing. Currently, there is a huge gap between research work in the field of air turbulence detection and advanced remote sensing technology. Most of the theories are not operated in terms of software modules. Most of the software packages in the field of remote sensing images cannot deal with advanced image processing techniques in air turbulence detections due to heavy mathematics work. In this view, this book fills a gap between advanced remote sensing technology and air turbulence detection. For instance, quantum image processing with a new generation of remote sensing technology such as RADARSAT-2 SAR images is also implemented to provide accurate air turbulence detections. Comprises a broad overview of quantum theory for understanding automatic detection of air turbulence with remote sensing data. Quantum theory explains the electromagnetic wave ranges of varieties of remote sensing satellite data from short wavelength to long wavelength.

中文|2025 |ISBN:103234458X|377页|True PDF EPUB | 103.38 MB最近，由于空气湍流造成的伤害有所增加，因此人们对更准确地理解和检测它非常关注和感兴趣。目前，几乎没有任何研究涉及使用遥感图像进行空气湍流检测。大多数作品使用传统的光学遥感数据和经典方法，如库光谱特征、带比和主成分分析，而没有指定新的方法和技术。很少有研究试图将光学和微波遥感图像用于空气湍流检测。本书使用先进的遥感图像和量子图像处理为空气湍流检测提供了新的图像处理程序。目前，大气湍流探测领域的研究工作与先进的遥感技术之间存在巨大差距。大多数理论都不是从软件模块的角度来操作的。由于数学工作繁重，遥感图像领域的大多数软件包都无法处理空气湍流检测中的先进图像处理技术。因此，本书填补了先进遥感技术和空气湍流检测之间的空白。例如，还实现了使用新一代遥感技术（如RADARSAT-2 SAR图像）的量子图像处理，以提供准确的空气湍流检测。包括对量子理论的广泛概述，用于理解利用遥感数据自动检测空气湍流。量子理论解释了从短波到长波的各种遥感卫星数据的电磁波范围。

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