Fundamentals of Statistical Hydrology
This textbook covers the main applications of statistical methods in hydrology. It is written for upper undergraduate and graduate students but can be used as a helpful guide for hydrologists, geographers, meteorologists and engineers. The book is very useful for teaching, as it covers the main topi...
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Format:  eBook 
Language:  English 
Published: 
Cham :
Springer International Publishing,
2017

Genre/form:  elektronické knihy 
ISBN:  9783319435619 9783319435602 
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Online Access:  Fulltext 
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LEADER  03832nam a22005295i 4500  

001  001823006  
003  CZ PrSTK  
005  20161026170937.0  
006  m f d  
007  cr nn 008mamaa  
008  161026s2017 gw  s  0eng d  
020  a 9783319435619 9 9783319435619  
024  7  a 10.1007/9783319435619 2 doi  
040  a DEHe213 b cze d ABA013  
072  7  a 55 x Vědy o Zemi. Geologické vědy 2 Konspekt 9 7  
080  a 55 2 MRF  
245  1  0  a Fundamentals of Statistical Hydrology / c edited by Mauro Naghettini 
264  1  a Cham : b Springer International Publishing, c 2017  
300  a 1 online zdroj (XI, 660 stran) : b 162 ilustrací, 103 barevných ilustrací  
336  a text b txt 2 rdacontent  
337  a počítač b c 2 rdamedia  
338  a online zdroj b cr 2 rdacarrier  
505  0  a Chapter 1: Introduction to Statistical Hydrology  Chapter 2: Preliminary Analysis of Hydrological Data  Chapter 3: Elementary Theory of Probability  Chapter 4: Discrete Random Variables: Distributions and Applications  Chapter 5: Continuous Random Variables: Distributions and Applications  Chapter 6: Parameter Estimation  Chapter 7: Hypothesis Testing  Chapter 8: AtSite Frequency Analysis of Hydrological Variables  Chapter 9: Correlation and Regression  Chapter 10: Regional Frequency Analysis of Hydrological Variables  Chapter 11: Introduction of Bayesian Analysis and Its Applications in Hydrology  Chapter 12: Introduction to the Analysis and Modelling of Nonstationary Hydrological Series  
520  a This textbook covers the main applications of statistical methods in hydrology. It is written for upper undergraduate and graduate students but can be used as a helpful guide for hydrologists, geographers, meteorologists and engineers. The book is very useful for teaching, as it covers the main topics of the subject and contains many worked out examples and proposed exercises. Starting from simple notions of the essential graphical examination of hydrological data, the book gives a complete account of the role that probability considerations must play during modelling, diagnosis of model fit, prediction and evaluating the uncertainty in model predictions, including the essence of Bayesian application in hydrology and statistical methods under nonstationarity. The book also offers a comprehensive and useful discussion on subjective topics, such as the selection of probability distributions suitable for hydrological variables. On a practical level, it explains MS Excel charting and computing capabilities, demonstrates the use of Winbugs free software to solve Monte Carlo Markov Chain (MCMC) simulations, and gives examples of free R code to solve nonstationary models with nonlinear link functions with climate covariates  
655  7  a elektronické knihy 7 fd186907 2 czenas  
659  0  a Earth sciences  
659  0  a Hydrology  
659  0  a Meteorology  
659  0  a Hydrogeology  
659  0  a Statistics  
659  0  a Civil engineering  
659  1  4  a Earth Sciences 
659  2  4  a Hydrogeology 
659  2  4  a Civil Engineering 
659  2  4  a Hydrology/Water Resources 
659  2  4  a Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences 
659  2  4  a Meteorology 
650  0  7  a hydrologie x vo 7 psh12009 2 psh 
650  0  7  a meteorologie x gr 7 psh4330 2 psh 
650  0  7  a hydrogeologie x gl 7 psh5028 2 psh 
650  0  7  a statistika x ob 7 psh8068 2 psh 
650  0  7  a stavebnictví x st 7 psh10355 2 psh 
700  1  a Naghettini, Mauro 4 edt  
710  2  a SpringerLink (online služba) 7 ntk2018999494  
776  0  8  i Tištěné vydání: t Fundamentals of Statistical Hydrology z 9783319435602 
856  4  0  u http://dx.doi.org/10.1007/9783319435619 y Plný text 
950  a Springer b Earth and Environmental Science 2017 