Fractals: Concepts and Applications in Geosciences
暫譯: 分形:地球科學中的概念與應用
Ghanbarian, Behzad, Hunt, Allen G.
- 出版商: CRC
- 出版日期: 2021-03-31
- 售價: $2,400
- 貴賓價: 9.5 折 $2,280
- 語言: 英文
- 頁數: 352
- 裝訂: Quality Paper - also called trade paper
- ISBN: 0367781700
- ISBN-13: 9780367781705
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商品描述
This book provides theoretical concepts and applications of fractals and multifractals to a broad range of audiences from various scientific communities, such as petroleum, chemical, civil and environmental engineering, atmospheric research, and hydrology. In the first chapter, we introduce fractals and multifractals from physics and math viewpoints. We then discuss theory and practical applications in detail. In what follows, in chapter 2, fragmentation process is modeled using fractals. Fragmentation is the breaking of aggregates into smaller pieces or fragments, a typical phenomenon in nature. In chapter 3, the advantages and disadvantages of two- and three-phase fractal models are discussed in detail. These two kinds of approach have been widely applied in the literature to model different characteristics of natural phenomena. In chapter 4, two- and three-phase fractal techniques are used to develop capillary pressure curve models, which characterize pore-size distribution of porous media. Percolation theory provides a theoretical framework to model flow and transport in disordered networks and systems. Therefore, following chapter 4, in chapter 5 the fractal basis of percolation theory and its applications in surface and subsurface hydrology are discussed. In chapter 6, fracture networks are shown to be modeled using fractal approaches. Chapter 7 provides different applications of fractals and multifractals to petrophysics and relevant area in petroleum engineering. In chapter 8, we introduce the practical advantages of fractals and multifractals in geostatistics at large scales, which have broad applications in stochastic hydrology and hydrogeology. Multifractals have been also widely applied to model atmospheric characteristics, such as precipitation, temperature, and cloud shape. In chapter 9, these kinds of properties are addressed using multifractals. At watershed scales, river networks have been shown to follow fractal behavior. Therefore, the applications of fractals are addressed in chapter 10. Time series analysis has been under investigations for several decades in physics, hydrology, atmospheric research, civil engineering, and water resources. In chapter 11, we therefore, provide fractal, multifractal, multifractal detrended fluctuation analyses, which can be used to study temporal characterization of a phenomenon, such as flow discharge at a specific location of a river. Chapter 12 addresses signals and again time series using a novel fractal Fourier analysis. In chapter 13, we discuss constructal theory, which has a perspective opposite to fractal theories, and is based on optimizationof diffusive exchange. In the case of river drainages, for example, the constructal approach begins at the divide and generates headwater streams first, rather than starting from the fundamental drainage pattern.
商品描述(中文翻譯)
這本書提供了分形和多重分形的理論概念及其應用,適合來自各個科學社群的廣泛讀者,例如石油、化學、土木和環境工程、大氣研究以及水文學。在第一章中,我們從物理和數學的角度介紹分形和多重分形。接著,我們詳細討論理論和實際應用。在接下來的第二章中,使用分形來模擬碎裂過程。碎裂是指將聚集體破碎成更小的片段或碎片,這是自然界中的一種典型現象。在第三章中,我們詳細討論了二相和三相分形模型的優缺點。這兩種方法在文獻中被廣泛應用於模擬自然現象的不同特徵。在第四章中,使用二相和三相分形技術來開發毛細壓力曲線模型,該模型描述了多孔介質的孔隙大小分佈。滲流理論提供了一個理論框架,用於模擬無序網絡和系統中的流動和傳輸。因此,在第四章之後,第五章討論了滲流理論的分形基礎及其在地表和地下水文學中的應用。在第六章中,顯示了如何使用分形方法來模擬裂縫網絡。第七章提供了分形和多重分形在岩石物理學及石油工程相關領域的不同應用。在第八章中,我們介紹了分形和多重分形在大尺度地質統計學中的實際優勢,這在隨機水文學和水文地質學中有廣泛的應用。多重分形也被廣泛應用於模擬大氣特徵,例如降水、溫度和雲形。在第九章中,這些特性使用多重分形進行探討。在流域尺度上,河流網絡顯示出遵循分形行為。因此,在第十章中探討了分形的應用。時間序列分析在物理學、水文學、大氣研究、土木工程和水資源領域已經研究了幾十年。因此,在第十一章中,我們提供了分形、多重分形和多重分形去趨勢波動分析,這些可以用來研究現象的時間特徵,例如河流特定位置的流量排放。在第十二章中,使用一種新穎的分形傅立葉分析來探討信號和時間序列。在第十三章中,我們討論了構造理論,這一理論的觀點與分形理論相反,並基於擴散交換的優化。在河流排水的情況下,例如,構造方法從分水嶺開始,首先生成源頭溪流,而不是從基本的排水模式開始。
作者簡介
Dr. Behzad Ghanbarian received his Ph.D. in Environmental Sciences. Dr. Ghanbarian is employed in the Department of Petroleum and Geosystems Engineering at the University of Texas at Austin.
Dr. Allen G. Hunt received his Ph.D. in Physics, Condensed Matter. Dr. Hunt is employed in the Department of Physics and the Department of Earth and Environmental Sciences at Wright State University.
作者簡介(中文翻譯)
Dr. Behzad Ghanbarian 獲得環境科學博士學位。Ghanbarian 博士目前在德克薩斯大學奧斯汀分校的石油與地球系統工程系任職。
Dr. Allen G. Hunt 獲得物理學(凝聚態物理)博士學位。Hunt 博士目前在萊特州立大學的物理系及地球與環境科學系任職。