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Probability Distributions in Groundwater Hydrology: Methods and Applications
This paper presents the most frequently used probability-density functions in groundwater hydrology and practical ways to apply them. The paper provides several examples of probability-density functions dealing with (1) their application to various types of groundwater phenomena, (2) the estimation of their parameters by the method of moments, and (3) the implementation of goodness-of-fit tests in probabilistic groundwater hydrology. The versatility of the log-gamma probability-density function to fit highly skewed groundwater data is demonstrated. Important univariate probability-density functions are covered, and the multivariate lognormal probability-density function’s applicability to goodness-of-fit testing and synthetic generation of random fields is elucidated.
Probability Distributions in Groundwater Hydrology: Methods and Applications
This paper presents the most frequently used probability-density functions in groundwater hydrology and practical ways to apply them. The paper provides several examples of probability-density functions dealing with (1) their application to various types of groundwater phenomena, (2) the estimation of their parameters by the method of moments, and (3) the implementation of goodness-of-fit tests in probabilistic groundwater hydrology. The versatility of the log-gamma probability-density function to fit highly skewed groundwater data is demonstrated. Important univariate probability-density functions are covered, and the multivariate lognormal probability-density function’s applicability to goodness-of-fit testing and synthetic generation of random fields is elucidated.
Probability Distributions in Groundwater Hydrology: Methods and Applications
Loáiciga, Hugo A. (author)
2014-08-20
Article (Journal)
Electronic Resource
Unknown
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