利用分形几何学对过去 21 年美国毗连地区的干旱严重程度进行分类

IF 1.9 4区 工程技术 Q2 Engineering EURASIP Journal on Advances in Signal Processing Pub Date : 2024-01-02 DOI:10.1186/s13634-023-01094-z
Sepideh Azizi, Tahmineh Azizi
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引用次数: 0

摘要

干旱的特点是水分不足,会对环境、经济和社会造成不利影响。在北美洲,与全球许多地区一样,预测干旱事件的发生时间是一项挑战。然而,我们在气候研究方面的新研究探索了干旱监测数据库是否表现出分形特征,该特征由一个单一的缩放指数表示。该数据库按强度对干旱地区进行分类,从 D0(异常干旱)到 D4(特大干旱)不等。通过使用功率谱密度(PSD)进行振动分析,我们研究了数据库中不同尺度的各种统计时刻是否存在幂律缩放。我们的多分形分析估计了每个类别的多分形频谱,樋口算法评估了分形的复杂性,发现 D4 遵循的是指数范围较宽的多分形模式,而 D0 至 D3 则表现出指数范围较窄的单分形性质。
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Classification of drought severity in contiguous USA during the past 21 years using fractal geometry

Drought is characterized by a moisture deficit that can adversely impact the environment, economy, and society. In North America, like many regions worldwide, predicting the timing of drought events is challenging. However, our novel study in climate research explores whether the Drought Monitor database exhibits fractal characteristics, represented by a single scaling exponent. This database categorizes drought areas by intensity, ranging from D0 (abnormally dry) to D4 (exceptional drought). Through vibration analysis using power spectral densities (PSD), we investigate the presence of power-law scaling in various statistical moments across different scales within the database. Our multi-fractal analysis estimates the multi-fractal spectrum for each category, and the Higuchi algorithm assesses the fractal complexity, revealing that D4 follows a multi-fractal pattern with a wide range of exponents, while D0 to D3 exhibit a mono-fractal nature with a narrower range of exponents.

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来源期刊
EURASIP Journal on Advances in Signal Processing
EURASIP Journal on Advances in Signal Processing 工程技术-工程:电子与电气
CiteScore
3.50
自引率
10.50%
发文量
109
审稿时长
2.6 months
期刊介绍: The aim of the EURASIP Journal on Advances in Signal Processing is to highlight the theoretical and practical aspects of signal processing in new and emerging technologies. The journal is directed as much at the practicing engineer as at the academic researcher. Authors of articles with novel contributions to the theory and/or practice of signal processing are welcome to submit their articles for consideration.
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