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R programming and its applications in water resources management

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	R programming and its applications in water resources management/ K. Naveena, K. Ch V. Naga Kumar, and U. Surendran, [editors]
其他作者:	Naveena, K.
出版者:	New Delhi :NIPA GENX Electronic Resources & Solutions Pvt Ltd, : c2025.,
面頁冊數:	1 online resource (252 p.) :ill. :
標題:	Water resources management. -
電子資源:	https://portal.igpublish.com/iglibrary/search/NIPA0000905.html
ISBN:	9789358873429

R programming and its applications in water resources management
R programming and its applications in water resources management[electronic resource] /K. Naveena, K. Ch V. Naga Kumar, and U. Surendran, [editors] - 1st ed. - New Delhi :NIPA GENX Electronic Resources & Solutions Pvt Ltd,c2025. - 1 online resource (252 p.) :ill.

Includes bibliographical references and index.

Access restricted to authorized users and institutions.

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 Rs 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.

Mode of access: World Wide Web.

ISBN: 9789358873429Subjects--Topical Terms:

1178858
Water resources management.

LC Class. No.: HD1691 / .R776 2025

Dewey Class. No.: 333.91

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250 $a 1st ed.
260 $a New Delhi : $b NIPA GENX Electronic Resources & Solutions Pvt Ltd, $c c2025.
300 $a 1 online resource (252 p.) : $b ill.
504 $a Includes bibliographical references and index.
506 $a Access restricted to authorized users and institutions.
520 $a 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 Rs 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.
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588 $a Description based on print version record.
650 0 $a Water resources management. $3 1178858
700 1 $a Naveena, K. $3 1434432
700 1 $a Kumar, K. Ch V. Naga. $3 1499610
700 1 $a Surendran, U. $3 1499611
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