| Titre : |
Statistical methods in hydrology and hydroclimatology |
| Type de document : |
texte imprimé |
| Auteurs : |
Rajib Maity, Auteur |
| Mention d'édition : |
2nd ed. |
| Editeur : |
Springer Nature |
| Année de publication : |
2018 |
| Collection : |
Springer transactions in civil and environmental Engineering, ISSN 2363-7633 |
| Importance : |
436 p. |
| Présentation : |
ill. |
| Format : |
25 cm. |
| ISBN/ISSN/EAN : |
978-981-16-5519-7 |
| Note générale : |
Index |
| Langues : |
Anglais (eng) |
| Mots-clés : |
Engineering.
Hydrology.
Climatology.
Engineering geology. |
| Index. décimale : |
556.06 Pévisions et calculs hydrologiques |
| Résumé : |
This second edition focuses on the application of statistical methods in the field of hydrology and hydroclimatology. Among the latest theories being used in these fields, the book introduces the theory of copulas and its applications in this context. The purpose is to develop an understanding and illustrate the usefulness of the statistical techniques with detailed theory and numerous worked out examples. Apart from this, sample scripts based on MATLAB, Python and R for some examples are also provided to assist the readers to handle real life data. Besides serving as a textbook for graduate courses on stochastic modeling in hydrology and related disciplines, the book offers a valuable resource for researchers and professionals involved in the field of hydrology and climatology |
| Note de contenu : |
Summary of the book :
1. Introduction
2. Basic concepts of probability and statistics
3. Basic statistical properties of Data
4. Probability distributions and their applications
5. Frequency analysis, risk and uncertainty in hydroclimatic analysis
... |
Statistical methods in hydrology and hydroclimatology [texte imprimé] / Rajib Maity, Auteur . - 2nd ed. . - Springer Nature, 2018 . - 436 p. : ill. ; 25 cm.. - ( Springer transactions in civil and environmental Engineering, ISSN 2363-7633) . ISBN : 978-981-16-5519-7 Index Langues : Anglais ( eng)
| Mots-clés : |
Engineering.
Hydrology.
Climatology.
Engineering geology. |
| Index. décimale : |
556.06 Pévisions et calculs hydrologiques |
| Résumé : |
This second edition focuses on the application of statistical methods in the field of hydrology and hydroclimatology. Among the latest theories being used in these fields, the book introduces the theory of copulas and its applications in this context. The purpose is to develop an understanding and illustrate the usefulness of the statistical techniques with detailed theory and numerous worked out examples. Apart from this, sample scripts based on MATLAB, Python and R for some examples are also provided to assist the readers to handle real life data. Besides serving as a textbook for graduate courses on stochastic modeling in hydrology and related disciplines, the book offers a valuable resource for researchers and professionals involved in the field of hydrology and climatology |
| Note de contenu : |
Summary of the book :
1. Introduction
2. Basic concepts of probability and statistics
3. Basic statistical properties of Data
4. Probability distributions and their applications
5. Frequency analysis, risk and uncertainty in hydroclimatic analysis
... |
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