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Fractals and Multifractals in the Geosciences

的圖書
Fractals and Multifractals in the Geosciences Fractals and Multifractals in the Geosciences

作者:Sadeghi 
出版社:Elsevier
出版日期:2024-05-21
語言:英文   規格:平裝 / 250頁 / 普通級/ 初版
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$ 10500
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地球科學
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圖書名稱:Fractals and Multifractals in the Geosciences

內容簡介

Fractals and Multifractals in the Geosciences details the application of a wide range of multifractal methods, including many novel ones developed by the author, along with the assessment of uncertainty in sample classification and stability of spatial patterns. This book also provides criteria for selection of the most effective combination of data pre-processing and multifractal modeling to extract desired features or signals in the data. The book specifically aims to introduce, apply, and test novel multifractal models that account directly for changes in relationships between variables, as well as the effects of distance between samples and the source of anomalous metal contents in geoscience samples. Linked to this will be assessment of the effects of different pre-processing of data prior to application of the models and quantification/model uncertainty in geochemical anomaly maps, associated with sample classification and spatial interpolation. Gaussian simulations such as Sequential Gaussian Simulation and Monte Carlo Simulation will be applied to the new multifractal models developed and a suite of existing models, including (simulated) concentration-area, spectrum-area, singularity and other models. Fractals and Multifractals in the Geosciences will be invaluable for mathematical geoscientists, geostatisticians, exploration, applied, urban and environmental geochemists, computational geoscientists, data scientists, and GIS professionals who need to better understand fractal geometry, along with its theory and applications in geochemical anomaly classification to generate maps that are helpful for decision-making for follow-up sampling and explorations.

 

詳細資料

  • ISBN:9780323908979
  • 規格:平裝 / 250頁 / 普通級 / 初版
  • 出版地:美國
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