Random Functions and Hydrology

Front Cover
Courier Corporation, Jan 1, 1993 - Technology & Engineering - 559 pages
Advanced-level view of the tools of random processes and field theory as applied to the analysis and synthesis of hydrologic phenomena. Topics include time-series analysis, optimal estimation, optimal interpolation (Kriging), frequency-domain analysis of signals, and linear systems theory. Techniques and examples chosen to illustrate the latest advances in hydrologic signal analysis. Useable as graduate-level text in water resource systems, stochastic hydrology, random processes and signal analysis. 202 illustrations.
 

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Contents

INTRODUCTION
1
GENERALIZED UNIVARIATE TIMESERIES
14
2
17
MovingAverage Model ARIMA
44
MULTIVARIATE TIMESERIES ANALYSIS
91
FREQUENCYDOMAIN ANALYSIS
155
55
204
LONGTERM PERSISTENCE IN HYDROLOGIC
210
MULTIDIMENSIONAL HYDROLOGIC PROCESSES
281
103
339
118
347
134
354
ESTIMATION OF STATIC LINEAR HYDROLOGIC
359
ESTIMATION OF DYNAMIC HYDROLOGIC
425
137
463
ADDITIONAL DYNAMIC FILTERING CONCEPTS
466

60
217
72
223
74
234
91
242
99
251
APPENDIx To CHAPTER 5 THE BROKENLINE
266
The Multivariate BrokenLine Model
275
147
517
REFERENCES
521
4
530
INDEX
545
7
548
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