R Programming and Its Applications in Water Resources Management - Rilegato

 
9789358873665: R Programming and Its Applications in Water Resources Management
Rilegato
ISBN 10: 9358873663 ISBN 13: 9789358873665
Casa editrice: New India Publishing Agency, 2024

Sinossi

R Programming is a well-developed, simple, and effective programming language and an integrated environment for statistical computing and data analysis. It provides a wide variety of statistical techniques (e.g., linear and nonlinear modeling, classical statistical tests, time-series analysis, classification, clustering, and raster data processing. The growth of R usage in water science is reflected in the number of newly published packages connecting to water problems.

In this book, we explore the usage of different R packages to solve water science issues connecting to rainfall, drought, evapotranspiration, stream flow analysis, etc., advanced statistical and machine learning models like Modified Trend analysis, Autoregressive Integrated Moving Average (ARIMA), Artificial Neural Network (ANN), hybrid models (ARIMA-ANN, ARIMASVR), Multivariate modeling, spatiotemporal time series modeling, count time series modeling for forecasting, in addition to understanding the Remote Sensing and GIS applications toward mapping and understanding the changing Water Resources.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Editore
New India Publishing Agency
Data di pubblicazione
2024
Lingua
Inglese
ISBN 10 
9358873663
ISBN 13 
9789358873665
Rilegatura
Copertina rigida
Numero di pagine
250
Redattore
K Naveena, Kumar K Ch V Naga, U Surendran
Contatto del produttore
non disponibile
Persona responsabile
non disponibile