Remote Sensing Image Processing Algorithms for Detecting Air Turbulence Patterns

Marghany, Maged

Remote Sensing Image Processing Algorithms for Detecting Air Turbulence Patterns
  • 出版商: CRC
  • 出版日期: 2024-11-22
  • 售價: $6,080
  • 貴賓價: 9.5 折 $5,776
  • 語言: 英文
  • 頁數: 364
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 103234458X
  • ISBN-13: 9781032344584
  • 相關分類: Algorithms-data-structures

    • 海外代購書籍(需單獨結帳)

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商品描述

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.

商品描述(中文翻譯)

由於空氣湍流造成的傷害最近有所增加，因此對於更準確地理解和檢測空氣湍流的關注和興趣也隨之增加。目前幾乎沒有研究使用遙感影像來檢測空氣湍流。大多數研究使用傳統的光學遙感數據，並採用經典方法，如庫光譜特徵、波段比率和主成分分析，而未設計新的方法和技術。很少有研究嘗試將光學和微波遙感影像應用於空氣湍流的檢測。

本書提供了使用先進遙感影像和量子影像處理進行空氣湍流檢測的新影像處理程序。目前，空氣湍流檢測領域的研究工作與先進遙感技術之間存在著巨大的差距。大多數理論並未以軟體模組的形式運作。遙感影像領域的大多數軟體包無法處理空氣湍流檢測中的先進影像處理技術，因為涉及大量的數學運算。在這種情況下，本書填補了先進遙感技術與空氣湍流檢測之間的空白。例如，量子影像處理與新一代遙感技術（如RADARSAT-2 SAR影像）相結合，也被應用於提供準確的空氣湍流檢測。

作者簡介

Maged Marghany, Distinguished Professor, the visionary behind the innovative theory titled "Quantized Marghany's Front," is the Director at Safanad Information Technology in Malaysia. Dr. Marghany has been listed among the top 2% of scientists for four consecutive years--2020, 2021, 2022, and 2023 by Stanford University. Furthermore, his profound impact is reflected in the recognition of two of his books, acknowledged among the best genetic algorithm books of all time. Dr. Marghany's ongoing commitment continues to shape the landscape of scientific thought and geoinformation expertise. Additionally, Dr. Maged Marghany achieved the remarkable distinction of being ranked first among oil spill scientists in a global list spanning the last 50 years, compiled by the prestigious Universidade Estadual de Feira de Santana in Brazil. He was also a prominent visiting professor at Syiah Kuala University in Indonesia. In previous roles, Dr. Marghany directed the Institute of Geospatial Applications at the University of Geomatica College. His educational journey includes a post-doctoral degree in radar remote sensing, a PhD in environmental remote sensing, and a Master of Science in physical oceanography. With over 250 papers and influential books like "Advanced Remote Sensing Technology for Tsunami Modeling and Forecasting," Dr. Marghany's significant contributions shape global perspectives in remote sensing, geospatial applications, and environmental science.

作者簡介(中文翻譯)

Maged Marghany教授，傑出教授，創新理論「量子化Marghany前沿」的構想者，現任馬來西亞Safanad資訊科技的主任。Marghany博士連續四年（2020、2021、2022和2023）被史丹佛大學列入前2%的科學家名單。此外，他的深遠影響體現在他兩本書籍的認可上，這些書籍被公認為有史以來最佳的遺傳演算法書籍之一。Marghany博士持續的承諾不斷塑造科學思想和地理資訊專業的格局。此外，Maged Marghany博士在巴西著名的費拉德聖安娜州立大學編制的全球過去50年油污科學家名單中，獲得了第一名的卓越榮譽。他也是印尼Syiah Kuala大學的知名訪問教授。在之前的職位中，Marghany博士曾擔任地理空間應用研究所的主任，該所隸屬於地理資訊學院。他的教育背景包括雷達遙感的博士後學位、環境遙感的博士學位，以及物理海洋學的碩士學位。Marghany博士發表了超過250篇論文，並著有《海嘯建模與預測的先進遙感技術》等影響力書籍，他的重要貢獻塑造了全球在遙感、地理空間應用和環境科學方面的觀點。

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