Ebook: Hilbert-Huang Transform Analysis Of Hydrological And Environmental Time Series
- Tags: Hydrogeology, Climate Change, Math. Appl. in Environmental Science, Math. Applications in Geosciences, Appl.Mathematics/Computational Methods of Engineering, Probability Theory and Stochastic Processes
- Series: Water Science and Technology Library 60
- Year: 2008
- Publisher: Springer Netherlands
- Edition: 1
- Language: English
- pdf
The Hilbert-Huang Transform ((HHT) is a recently developed technique which is used to analyze nonstationary data. Hydrologic and environmental series are, in the main, analyzed by using techniques which were developed for stationary data. This has led to problems of interpretation of the results. Environmental and hydrologic series are quite often nonstationary. The basic objective of the material discussed in this book is to analyze these data by using methods based on the Hilbert-Huang transform. These results are compared to the results from the traditional methods such as those based on Fourier transform and other classical statistical tests.
Audience
This book will be of value to researchers interested in climate change and advanced graduate students in civil engineering, atmospheric sciences and statistics.
The Hilbert-Huang Transform ((HHT) is a recently developed technique which is used to analyze nonstationary data. Hydrologic and environmental series are, in the main, analyzed by using techniques which were developed for stationary data. This has led to problems of interpretation of the results. Environmental and hydrologic series are quite often nonstationary. The basic objective of the material discussed in this book is to analyze these data by using methods based on the Hilbert-Huang transform. These results are compared to the results from the traditional methods such as those based on Fourier transform and other classical statistical tests.
Audience
This book will be of value to researchers interested in climate change and advanced graduate students in civil engineering, atmospheric sciences and statistics.
The Hilbert-Huang Transform ((HHT) is a recently developed technique which is used to analyze nonstationary data. Hydrologic and environmental series are, in the main, analyzed by using techniques which were developed for stationary data. This has led to problems of interpretation of the results. Environmental and hydrologic series are quite often nonstationary. The basic objective of the material discussed in this book is to analyze these data by using methods based on the Hilbert-Huang transform. These results are compared to the results from the traditional methods such as those based on Fourier transform and other classical statistical tests.
Audience
This book will be of value to researchers interested in climate change and advanced graduate students in civil engineering, atmospheric sciences and statistics.
Content:
Front Matter....Pages I-XII
Introduction....Pages 1-4
Hilbert-Huang Transform (HHT) Spectral Analysis....Pages 5-26
Hilbert-Huang Spectra Of Simulated Data....Pages 27-81
Rainfall Data Analysis....Pages 83-119
Streamflow Data Analysis....Pages 121-148
Temperature Data Analysis....Pages 149-193
Wind Data Analysis....Pages 195-217
Lake Temperature Data Analysis....Pages 219-233
Conclusions....Pages 235-237
Back Matter....Pages 239-244
The Hilbert-Huang Transform ((HHT) is a recently developed technique which is used to analyze nonstationary data. Hydrologic and environmental series are, in the main, analyzed by using techniques which were developed for stationary data. This has led to problems of interpretation of the results. Environmental and hydrologic series are quite often nonstationary. The basic objective of the material discussed in this book is to analyze these data by using methods based on the Hilbert-Huang transform. These results are compared to the results from the traditional methods such as those based on Fourier transform and other classical statistical tests.
Audience
This book will be of value to researchers interested in climate change and advanced graduate students in civil engineering, atmospheric sciences and statistics.
Content:
Front Matter....Pages I-XII
Introduction....Pages 1-4
Hilbert-Huang Transform (HHT) Spectral Analysis....Pages 5-26
Hilbert-Huang Spectra Of Simulated Data....Pages 27-81
Rainfall Data Analysis....Pages 83-119
Streamflow Data Analysis....Pages 121-148
Temperature Data Analysis....Pages 149-193
Wind Data Analysis....Pages 195-217
Lake Temperature Data Analysis....Pages 219-233
Conclusions....Pages 235-237
Back Matter....Pages 239-244
....