Hydrological Processes Modelling and Data Analysis: A Primer
Chapter 1. Introduction -- Chapter 2. Data Availability and Acquisition -- Chapter 3. Time-Series Analysis -- Chapter 4. Remote Sensing Driven Data Analysis and Geographic Information Systems (GIS) -- Chapter 5. Climate Change Impact Analysis -- Chapter 6. Land Use Land Cover (LULC) Change Analysis...
Gespeichert in:
| Hauptverfasser: | , , , , |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Singapore
Springer Nature Singapore
2024
Singapore Imprint: Springer 2024 |
| Ausgabe: | 1st ed. 2024. |
| Schriftenreihe: | Water Science and Technology Library
127 |
| Schlagworte: | |
| Online-Zugang: | DE-634 DE-1046 DE-1028 DE-1050 DE-M347 DE-91 DE-384 DE-19 DE-703 DE-824 DE-739 |
| Zusammenfassung: | Chapter 1. Introduction -- Chapter 2. Data Availability and Acquisition -- Chapter 3. Time-Series Analysis -- Chapter 4. Remote Sensing Driven Data Analysis and Geographic Information Systems (GIS) -- Chapter 5. Climate Change Impact Analysis -- Chapter 6. Land Use Land Cover (LULC) Change Analysis -- Chapter 7. Integrated Modelling Systems -- Chapter 8. Extreme Event Analysis -- Chapter 9. Uncertainty Analysis -- Chapter 10. Machine Learning (ML) /Artificial Intelligence (AI) in Water Resources -- Chapter 11. Emerging Fields in Hydrology -- Chapter 12. Case Study of Examples -- Chapter 13. Way Forward -- Index. This book provides a state-of-the-art overview of the concepts and methodologies of data and modelling-driven hydrological analyses and their wide range of practical applications. The book is driven by the realisation that science, technology, engineering, and mathematics (STEM) concepts are essential in engineering hydrology to produce well-trained hydrologists. Such hydrologists will be equipped to face future societal challenges that require enhanced information and communication technology tools and integration of technical and non-technical areas. The book contains 12 chapters that introduce the principles of hydrological data analysis and highlight the current and emerging tools and techniques for analysing hydrologic data. The book describes the types of data typically used in hydrological analyses. It highlights the revolutionary technological advancements made toward hydrological data collection, including the use of drones and smartphones. The foremost objective of the book is to present the hydrological data analysis procedures. It explains the steps involved in data analysis for easy understanding of the reader, including students and professionals. This book presents case studies that demonstrate step-by-step procedures involved in typical analysis problems and may guide students and professionals in planning and executing steps to analyse the problem at hand. Case study examples will guide them to understand the intricacies of hydrological data analysis. It provides the readers with a complete package to enrich their understanding of the hydrological data analysis tools and techniques. Subsequently, as well-trained hydrologists, they could execute their learning to meet any specific grand challenge of the twenty-first century. |
| Beschreibung: | XVI, 312 Seiten |
| ISBN: | 9789819713158 |
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| indexdate | 2024-07-20T07:28:39Z |
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| isbn | 9789819713158 |
| language | English |
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| oclc_num | 1437878440 |
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| owner | DE-634 DE-1046 DE-1028 DE-1050 DE-M347 DE-188 DE-91 DE-BY-TUM DE-384 DE-19 DE-BY-UBM DE-703 DE-824 DE-739 |
| owner_facet | DE-634 DE-1046 DE-1028 DE-1050 DE-M347 DE-188 DE-91 DE-BY-TUM DE-384 DE-19 DE-BY-UBM DE-703 DE-824 DE-739 |
| physical | XVI, 312 Seiten |
| psigel | ZDB-2-EES ZDB-2-EES_2024 |
| publishDate | 2024 |
| publishDateSearch | 2024 |
| publishDateSort | 2024 |
| publisher | Springer Nature Singapore Imprint: Springer |
| record_format | marc |
| series | Water Science and Technology Library |
| series2 | Water Science and Technology Library |
| spelling | Singh, Vijay P. 1946- Verfasser (DE-588)104218541 aut Hydrological Processes Modelling and Data Analysis A Primer by Vijay P. Singh, Rajendra Singh, Pranesh Kumar Paul, Deepak Singh Bisht, Srishti Gaur 1st ed. 2024. Singapore Springer Nature Singapore 2024 Singapore Imprint: Springer 2024 XVI, 312 Seiten txt rdacontent n rdamedia nc rdacarrier Water Science and Technology Library 127 Chapter 1. Introduction -- Chapter 2. Data Availability and Acquisition -- Chapter 3. Time-Series Analysis -- Chapter 4. Remote Sensing Driven Data Analysis and Geographic Information Systems (GIS) -- Chapter 5. Climate Change Impact Analysis -- Chapter 6. Land Use Land Cover (LULC) Change Analysis -- Chapter 7. Integrated Modelling Systems -- Chapter 8. Extreme Event Analysis -- Chapter 9. Uncertainty Analysis -- Chapter 10. Machine Learning (ML) /Artificial Intelligence (AI) in Water Resources -- Chapter 11. Emerging Fields in Hydrology -- Chapter 12. Case Study of Examples -- Chapter 13. Way Forward -- Index. This book provides a state-of-the-art overview of the concepts and methodologies of data and modelling-driven hydrological analyses and their wide range of practical applications. The book is driven by the realisation that science, technology, engineering, and mathematics (STEM) concepts are essential in engineering hydrology to produce well-trained hydrologists. Such hydrologists will be equipped to face future societal challenges that require enhanced information and communication technology tools and integration of technical and non-technical areas. The book contains 12 chapters that introduce the principles of hydrological data analysis and highlight the current and emerging tools and techniques for analysing hydrologic data. The book describes the types of data typically used in hydrological analyses. It highlights the revolutionary technological advancements made toward hydrological data collection, including the use of drones and smartphones. The foremost objective of the book is to present the hydrological data analysis procedures. It explains the steps involved in data analysis for easy understanding of the reader, including students and professionals. This book presents case studies that demonstrate step-by-step procedures involved in typical analysis problems and may guide students and professionals in planning and executing steps to analyse the problem at hand. Case study examples will guide them to understand the intricacies of hydrological data analysis. It provides the readers with a complete package to enrich their understanding of the hydrological data analysis tools and techniques. Subsequently, as well-trained hydrologists, they could execute their learning to meet any specific grand challenge of the twenty-first century. Wasser (DE-588)4064689-0 gnd rswk-swf Methode (DE-588)4038971-6 gnd rswk-swf Klimatologie (DE-588)4031178-8 gnd rswk-swf Hydrologie (DE-588)4026309-5 gnd rswk-swf Datenanalyse (DE-588)4123037-1 gnd rswk-swf Fallstudiensammlung (DE-588)4522595-3 gnd rswk-swf Wasserbau (DE-588)4064700-6 gnd rswk-swf Herausforderungen des 21. Jahrhunderts Ausbildung von Hydrologen Hydraulic engineering Water Hydrology Climatology Hydrologie (DE-588)4026309-5 s Klimatologie (DE-588)4031178-8 s Wasser (DE-588)4064689-0 s Wasserbau (DE-588)4064700-6 s Datenanalyse (DE-588)4123037-1 s Methode (DE-588)4038971-6 s Fallstudiensammlung (DE-588)4522595-3 s DE-604 Singh, Rajendra 1921-2003 Verfasser (DE-588)141406143 aut Paul, P. K. Verfasser (DE-588)1278439951 aut Bisht, Devendra Singh Verfasser (DE-588)170811026 aut Gaur, Srishti Verfasser aut Water Science and Technology Library 127 (DE-604)BV000625426 127 |
| spellingShingle | Singh, Vijay P. 1946- Singh, Rajendra 1921-2003 Paul, P. K. Bisht, Devendra Singh Gaur, Srishti Hydrological Processes Modelling and Data Analysis A Primer Water Science and Technology Library Wasser (DE-588)4064689-0 gnd Methode (DE-588)4038971-6 gnd Klimatologie (DE-588)4031178-8 gnd Hydrologie (DE-588)4026309-5 gnd Datenanalyse (DE-588)4123037-1 gnd Fallstudiensammlung (DE-588)4522595-3 gnd Wasserbau (DE-588)4064700-6 gnd |
| subject_GND | (DE-588)4064689-0 (DE-588)4038971-6 (DE-588)4031178-8 (DE-588)4026309-5 (DE-588)4123037-1 (DE-588)4522595-3 (DE-588)4064700-6 |
| title | Hydrological Processes Modelling and Data Analysis A Primer |
| title_auth | Hydrological Processes Modelling and Data Analysis A Primer |
| title_exact_search | Hydrological Processes Modelling and Data Analysis A Primer |
| title_full | Hydrological Processes Modelling and Data Analysis A Primer by Vijay P. Singh, Rajendra Singh, Pranesh Kumar Paul, Deepak Singh Bisht, Srishti Gaur |
| title_fullStr | Hydrological Processes Modelling and Data Analysis A Primer by Vijay P. Singh, Rajendra Singh, Pranesh Kumar Paul, Deepak Singh Bisht, Srishti Gaur |
| title_full_unstemmed | Hydrological Processes Modelling and Data Analysis A Primer by Vijay P. Singh, Rajendra Singh, Pranesh Kumar Paul, Deepak Singh Bisht, Srishti Gaur |
| title_short | Hydrological Processes Modelling and Data Analysis |
| title_sort | hydrological processes modelling and data analysis a primer |
| title_sub | A Primer |
| topic | Wasser (DE-588)4064689-0 gnd Methode (DE-588)4038971-6 gnd Klimatologie (DE-588)4031178-8 gnd Hydrologie (DE-588)4026309-5 gnd Datenanalyse (DE-588)4123037-1 gnd Fallstudiensammlung (DE-588)4522595-3 gnd Wasserbau (DE-588)4064700-6 gnd |
| topic_facet | Wasser Methode Klimatologie Hydrologie Datenanalyse Fallstudiensammlung Wasserbau |
| volume_link | (DE-604)BV000625426 |
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