Probability and statistics for geophysical processes

D. Koutsoyiannis, Probability and statistics for geophysical processes, doi:10.13140/RG.2.1.2300.1849/1, National Technical University of Athens, Athens, 2008.

[doc_id=1322]

[English]

Full text:

Chapter 1: The utility of probability (304 KB)
Chapter 2: Basic concepts of probability (538 KB)
Chapter 3: Elementary statistical concepts (520 KB)
Chapter 4: Special concepts of probability theory in geophysical applications (426 KB)
Chapter 5: Typical univariate statistical analysis in geophysical processes (380 KB)
Chapter 6: Typical distribution functions in geophysics, hydrology and water resources (633 KB)
Appendix (Statistical tables) (144 KB)

Additional material:

Entire text (1963 KB)

Related works:

[doc_id=122] A related book in Greek with additional material, more focusing on hydrology

Our works that reference this work:

E. Volpi, A. Fiori, S. Grimaldi, F. Lombardo, and D. Koutsoyiannis, One hundred years of return period: Strengths and limitations, Water Resources Research, doi:10.1002/2015WR017820, 2015.

G. Papacharalampous, H. Tyralis, and D. Koutsoyiannis, One-step ahead forecasting of geophysical processes within a purely statistical framework, Geoscience Letters, 5, 12, doi:10.1186/s40562-018-0111-1, 2018.

E. Volpi, A. Fiori, S. Grimaldi, F. Lombardo, and D. Koutsoyiannis, Save hydrological observations! Return period estimation without data decimation, Journal of Hydrology, doi:10.1016/j.jhydrol.2019.02.017, 2019.

T. Iliopoulou, and D. Koutsoyiannis, Revealing hidden persistence in maximum rainfall records, Hydrological Sciences Journal, 64 (14), 1673–1689, doi:10.1080/02626667.2019.1657578, 2019.

D. Koutsoyiannis, Stochastics of Hydroclimatic Extremes - A Cool Look at Risk, Edition 3, ISBN: 978-618-85370-0-2, 391 pages, doi:10.57713/kallipos-1, Kallipos Open Academic Editions, Athens, 2023.

Works that cite this document: View on Google Scholar or ResearchGate

Other works that reference this work (this list might be obsolete):

El-Shanshoury, G.I., Assessing the adequacy of probability distributions for estimating the extreme events of air temperature in Dabaa region, Arab Journal of Nuclear Science and Applications, 48 (2), 104-120, 2015.