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Nonstationarities in Hydrologic and Environmental Time Series

by

Nonstationarities in Hydrologic and Environmental Time Series Cover

 

Synopses & Reviews

Publisher Comments:

This book presents a number of new techniques that have been discussed in the literature during the last two decades concerning the investigation of stationarity, linearity and Gaussianity of hydrologic and environmental times series. These techniques cover different approaches for assessing nonstationarity, ranging from time domain analysis, to frequency domain analysis, to the combined time-frequency and time-scale analyses, to segmentation analysis, in addition to formal statistical tests of linearity and Gaussianity. It is hoped that this endeavor would facilitate further research into this important area.

Table of Contents

1. Introduction — 2. Data Used in the Book — 3. Time Domain Analysis — 4. Frequency Domain Analysis — 5. Time-Frequency Analysis — 6. Time-Scale Analysis — 7. Segmentation of Non-Stationary Time Series — 8. Estimation of Turbulent Kinetic Energy Dissipation — 9. Segmentation of Observed Data — 10. Linearity and Gaussianity Analysis — 11. Bayesian Detection of Shifts in Hydrologic Time Series — 12. References — 13. Index.

Product Details

ISBN:
3330000225370
Publisher:
Kluwer Academic Publishers
Subject:
Mathematics
Author:
Rao, Adiseshappa Ramachandra
Author:
Hamed, Khaled H.
Author:
Chen, Huey-Long
Subject:
Hydrology
Subject:
Earth Sciences - Hydrology
Subject:
General
Subject:
Environmental Science
Subject:
Time-series analysis
Subject:
Geology
Subject:
Hydrology -- Mathematics.
Subject:
Hydrogeology
Subject:
Systems Theory, Control
Subject:
Mathematical Modeling and Industrial Mathematics
Subject:
Statistics/General
Subject:
Geography-Water and Hydrology
Subject:
main_subject
Subject:
all_subjects
Publication Date:
2003
Binding:
ELECTRONIC
Language:
English
Pages:
362

Related Subjects

Health and Self-Help » Health and Medicine » General
History and Social Science » Geography » Water and Hydrology
Science and Mathematics » Environmental Studies » General
Science and Mathematics » Geology » General
Science and Mathematics » Mathematics » Analysis General
Science and Mathematics » Mathematics » Applied
Science and Mathematics » Mathematics » Probability and Statistics » General
Science and Mathematics » Mathematics » Systems Theory

Nonstationarities in Hydrologic and Environmental Time Series
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Product details 362 pages Springer - English 3330000225370 Reviews:
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