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出版商:
Springer
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出版日期:
2024-10-08
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售價:
$5,220
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貴賓價:
9.5 折
$4,959
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語言:
英文
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頁數:
448
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裝訂:
Hardcover - also called cloth, retail trade, or trade
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ISBN:
3031569059
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ISBN-13:
9783031569050
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相關分類:
Python、程式語言
商品描述
Python is used in a wide range of geoscientific applications, such as in processing images for remote sensing, in generating and processing digital elevation models, and in analyzing time series. This book introduces methods of data analysis in the geosciences using Python that include basic statistics for univariate, bivariate, and multivariate data sets, time series analysis, and signal processing; the analysis of spatial and directional data; and image analysis. The text includes numerous examples that demonstrate how Python can be used on data sets from the earth sciences. Codes are available online through GitHub.
商品描述(中文翻譯)
Python 在地球科學的應用範圍廣泛，例如用於遙感影像處理、生成和處理數位高程模型，以及時間序列分析。本書介紹了使用 Python 進行地球科學數據分析的方法，包括單變量、雙變量和多變量數據集的基本統計、時間序列分析和信號處理；空間和方向數據的分析；以及影像分析。文本中包含了許多示例，展示了如何在地球科學數據集上使用 Python。程式碼可通過 GitHub 在線獲取。
作者簡介
Martin H. Trauth studied geophysics and geology at the University of Karlsruhe. He obtained a doctoral degree from the University of Kiel in 1995 and then became a permanent member of the scientific staff at the University of Potsdam. Following his habilitation in 2003 he became a lecturer, and then in 2011 a titular professor at the University of Potsdam. Since 1990 he has worked on various aspects of past changes in the climates of East Africa and South America. His projects have aimed to understand the role of the tropics in terminating ice ages, the relationship between climatic changes and human evolution, and the influence that climate anomalies had on mass movements in the central Andes. Each of these projects has involved the use of MATLAB to apply numerical and statistical methods (such as time-series analysis and signal processing) to paleoclimate time series, lake-balance modeling, stochastic modeling of bioturbation, age-depth modeling of sedimentary sequences, or the processing of satellite and microscope images. Martin H. Trauth has been teaching a variety of courses on data analysis in earth sciences with MATLAB for more than 25 years, both at the University of Potsdam and at other universities around the world.
作者簡介(中文翻譯)
馬丁·H·特勞斯在卡爾斯魯厄大學學習地球物理學和地質學。他於1995年在基爾大學獲得博士學位，隨後成為波茨坦大學的科學工作人員的永久成員。2003年獲得資格後，他成為講師，並於2011年成為波茨坦大學的名譽教授。自1990年以來，他一直在研究東非和南美洲過去氣候變化的各個方面。他的項目旨在了解熱帶地區在結束冰河時期中的角色、氣候變化與人類演化之間的關係，以及氣候異常對中央安第斯山脈大規模運動的影響。這些項目均涉及使用MATLAB應用數值和統計方法（如時間序列分析和信號處理）來處理古氣候時間序列、湖泊平衡建模、生物擾動的隨機建模、沉積序列的年齡-深度建模，或衛星和顯微鏡圖像的處理。馬丁·H·特勞斯在波茨坦大學及世界各地的其他大學教授各種使用MATLAB進行地球科學數據分析的課程，已有超過25年的經驗。
