Inclusive of all taxes
R Programming and Its Applications in Water Resources Management is a comprehensive hardback book authored by Naveena K, K Ch V Naga Kumar, and Surendran U, focusing on the application of R programming in tackling significant water resources challenges. It covers a broad spectrum of statistical techniques including linear and nonlinear modeling, time-series analyses, and machine learning algorithms. The book emphasizes the use of R packages tailored for water science issues, such as rainfall, droughts, and stream flow analysis. The first section introduces the basics of R programming specific to water resource management, followed by sections on climate and drought indices, statistical time series analysis, machine learning approaches, and hybrid models for advanced forecasting and resource management. This book not only serves as an advanced guide for researchers and practitioners in the field but also reflects the growing trend of R programming's integration into water science communities, highlighting its practical applications in real-world scenarios.
Key Features
Features | Description |
---|---|
Comprehensive Coverage | In-depth exploration of statistical techniques applied to water resource management. |
Practical Applications | Real-world applications of R programming to solve water-related issues. |
Diverse Methodologies | Incorporates advanced statistical models, machine learning techniques, and hybrid models. |
Expert Contributions | Contributions from leading experts in water resources management and R programming. |
Hands-on Tools | Guidance on data visualization tools and techniques specific to hydrological data analysis. |
Attributes | Description |
---|---|
Product Title | R Programming and Its Applications in Water Resources Management |
Authors | Naveena K, K Ch V Naga Kumar, Surendran U |
Format | Hardback |
Subject | Water Resource Management, R Programming |
Key Topics | Statistical techniques, time-series analysis, machine learning, climate indices, drought assessment |
Publication Year | 2023 |
Pages | Approx. 350 pages |
Key Words
*Disclaimer: This above description has been AI generated and has not been audited or verified for accuracy. It is recommended to verify product details independently before making any purchasing decisions.
Brand: NIPA
Country of Origin: India
Inclusive of all taxes
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