K Naveena (68 results)
Language: English
Published by Springer, 2023
- Softcover
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Language: English
Published by Springer International Publishing AG, Cham, 2023
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Paperback. Condition: new. Paperback. This book aims to provide an advanced R software approach that can carry out rainfall trend analysis using Mann-Kendall and Sens slope estimator tests. The research study follows a systematic approach while utilizing R software as it can greatly facilitate the analysis of rainfall trends.Abo…ut 30 stations located in the study area and 41 to 50 years time series were selected for the purpose of analysis. The data for the research was collected from the State Water Data Centre (SWDC) in Gujarat, Indian Meteorological Department (IMD) in Pune, DAAC (NASA), and ESRI. Cluster analysis has been performed to analyze the variability of the mean rainfall. The stations have been divided into 2 clusters with 17 and 13 stations in each cluster which significantly differ from each other.This book is aimed at researchers, scientists and government organizations working in the field of climate change. This book aims to provide an advanced R software approach that can carry out rainfall trend analysis using Mann-Kendall and Sens slope estimator tests. Shipping may be from multiple locations in the US or from the UK, depending on stock availability.
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Language: English
Published by Springer, 2023
- Softcover
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Language: English
Published by Springer, 2023
- Softcover
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Hardcover. Condition: New. ISBN:9789358872774.
Language: English
Published by Springer, 2023
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Condition: New. 1st ed. 2023 edition NO-PA16APR2015-KAP.
- Hardcover
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Hardcover. Condition: New. Water is a valuable natural resource that is essential to all aspects of life on Mother "Earth" In fact, our planet is covered by 70% of water, but only 3% of the total water is in the form of freshwater, and again two-thirds of that is in the form of glaciers or is unavailable for our use. Presently,…1.1 billion people globally lack access to good drinking water resources, and another 2.7 billion find water scarce for at least one month of the year. With growing urban population and land use changes, water scarcity will be exacerbated, and also with climate change and bio-energy demands amplify the complex relationship between world development and water demand. The chapters cover the topic of: Introduction to Remote Sensing and Its Applications Quantitative Evaluation of Geomorphology Using Geo-Spatial Techniques Insights into the Groundwater Resource Mapping Assessing Spatial Changes in Blue and Green Water Resources GIS Tools for Mapping the Spatio-Temporal Trends in Rainfall Distribution Geographic Information System (GIS): A Practical Guide Towards Data Visualization, Analysis and Map Preparation.
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Hardcover. Condition: New. ISBN:9789358873665.
Language: English
Published by Springer Nature, 2023
- Softcover
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Paperback. Condition: Brand New. 59 pages. 9.26x6.10x0.13 inches. In Stock.
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Hardcover. Condition: New. Contents: Section 1: Basics of R Programming and its Importance in Water Resource Analysis 1 An R-Based Approach Toward Understanding the Changing Dynamics in Water Resources Naveena K., Ch.V. Naga Kumar K., Surendran U., Santhosh Onte and Manoj P. Samuel 2 An Introduction to R Programming for Water Re…source Management Naveena K., Santosha Rathod and Ch.V Naga Kumar 3 Data Visualization Tools and Techniques for Analyzing Hydrological Data in R Naveena K. and Ch.V Naga Kumar Section 2: Development of Climate and Drought Indices 4 Computation of Potential, Actual, and Reference Evapotranspiration Using R Package Evapotranspiration Fathima Sona N., Naveena K., and Surendran U. 5 Comparison of Meteorological Drought Indices for Assessment of Drought Features Santhosh Onte, Naveena K., Devika Sajan, Surendran U, and Ch.V Naga Kumar 6 Computation of Weather Indices for Climate Change Analysis Venu Prasad H.D. and Nandhana S. Section 3: Statistical Time Series Analysis for Water Resource Management 7 Data Uncertainties in Water Resources Modelling: A Special Reference to Hydrology Venu Prasad H.D.and Nandhana S. 8 Trend Analysis For Studying Different Climate Change Scenarios Connecting To Water Resources Naveena K., Surendran U., Drissia T.K. and Ch.V Naga Kumar 9 A Time Series Forecasting of Water Resources Using Autoregressive Integrated Moving Average (ARIMA) Models Naveena K. and Santosha Rathod 10 Modeling Time-Varying Volatility of Drought Using ARIMAGARCH. Naveena K., Halagundegowda G.R. and Nagaraja M.S. Section 4: Machine Learning Approach for Water Resource Management 11 A Comparative Study of Machine Learning Techniques for Forecasting Effective Drought Index Rajeev R.K., Mrinmoy R., Kanchan S.and Singh K.N. 12 Rainfall Prediction Using Neural Networks Veershetty, Harish Nayak G.H., G. Avinash, Vinay H.T. and Moumita Baishya 13 Multivariate Time Series Analysis for Prediction of RainfallA Machine Learning Approach Harish Nayak G.H., G. Avinash, Veershetty, Moumita Baishya and Vinay H.T. 14 Drought Coping Mechanisms: An Investigation of Determinants of Adoption by Decision Learning Approach Halagundegowda G.R., Singh A., Naveena K.and Nagaraja M.S. 15 Classification of Farmers Based on Drought Coping Strategies Using Support Vector Machine (SVM) Halagundegowda G.R., Singh A., Naveena K.and Nagaraja M.S. Section 5: Hybrid Time Series Modeling for Water Resource Management 16 Revolutionizing Rainfall Prediction: Boosting Accuracy with a Hybrid Statistical and Deep Learning Approach G. Avinash, Veershetty, Harish Nayak G.H., Vinay H.T. and Moumitha Baishya 17 Leveraging the Potential of Artificial Intelligence Techniques for Time Series Analysis: A Case Study of Modeling Water Stress Santosha Rathod, Amuktamalyada Gorlapalli and Naveena K. 18 A Two-Stage Modeling Framework for Time-Series Analysis of Spatiotemporal Data Santosha Rathod, Gayatri Chitikela, Amit Saha, Naveena K., Bishal Gurung, Mrinmoy Ray and K.N. Singh. Index. "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's 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.
Language: English
Published by Springer, 2019
Series: Book 303 of 538 - Studies in Computational Intelligence
- Softcover
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Language: English
Published by Springer International Publishing AG, Cham, 2023
- Softcover
- First Edition
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Paperback. Condition: new. Paperback. This book aims to provide an advanced R software approach that can carry out rainfall trend analysis using Mann-Kendall and Sens slope estimator tests. The research study follows a systematic approach while utilizing R software as it can greatly facilitate the analysis of rainfall trends.Abo…ut 30 stations located in the study area and 41 to 50 years time series were selected for the purpose of analysis. The data for the research was collected from the State Water Data Centre (SWDC) in Gujarat, Indian Meteorological Department (IMD) in Pune, DAAC (NASA), and ESRI. Cluster analysis has been performed to analyze the variability of the mean rainfall. The stations have been divided into 2 clusters with 17 and 13 stations in each cluster which significantly differ from each other.This book is aimed at researchers, scientists and government organizations working in the field of climate change. This book aims to provide an advanced R software approach that can carry out rainfall trend analysis using Mann-Kendall and Sens slope estimator tests. Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability.
Language: English
Published by Springer, 2018
Series: Book 303 of 538 - Studies in Computational Intelligence
- Hardcover
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Language: English
Published by Springer, 2019
Series: Book 303 of 538 - Studies in Computational Intelligence
- Softcover
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Language: English
Published by Springer, 2019
Series: Book 303 of 538 - Studies in Computational Intelligence
- Softcover
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Condition: New. pp. X, 700 295 illus., 215 illus. in color. Softcover reprint of the original 1st ed. 2019 edition NO-PA16APR2015-KAP.
Language: English
Published by Springer, 2019
Series: Book 303 of 538 - Studies in Computational Intelligence
- Softcover
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Language: English
Published by Springer, 2019
Series: Book 303 of 538 - Studies in Computational Intelligence
- Softcover
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Taschenbuch. Condition: Neu. Integrated Intelligent Computing, Communication and Security | A. N. Krishna (u. a.) | Taschenbuch | x | Englisch | 2019 | Springer | EAN 9789811342424 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter:…preigu.
Language: English
Published by Springer, 2018
Series: Book 303 of 538 - Studies in Computational Intelligence
- Hardcover
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Geographic Information System (GIS) Mapping and Its Applications in Water Resources Management (eng)
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Integrated Intelligent Computing, Communication and Security
Krishna, A. N. (EDT); Srikantaiah, K. C. (EDT); Naveena, C. (EDT)
Language: English
Published by Springer, 2018
Series: Book 303 of 538 - Studies in Computational Intelligence
- Hardcover
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Integrated Intelligent Computing, Communication and Security
Krishna, A. N. (EDT); Srikantaiah, K. C. (EDT); Naveena, C. (EDT)
Language: English
Published by Springer, 2018
Series: Book 303 of 538 - Studies in Computational Intelligence
- Hardcover
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Integrated Intelligent Computing, Communication and Security
Krishna, A. N. (EDT); Srikantaiah, K. C. (EDT); Naveena, C. (EDT)
Language: English
Published by Springer, 2018
Series: Book 303 of 538 - Studies in Computational Intelligence
- Hardcover
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Language: English
Published by Springer, 2019
Series: Book 303 of 538 - Studies in Computational Intelligence
- Softcover
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Taschenbuch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book highlights the emerging field of intelligent computing and developing smart systems. It includes chapters discussing the outcome of challenging research related to distributed computing, smart machines and their security related research,… and also covers next-generation communication techniques and the networking technologies that have the potential to build the future communication infrastructure. Bringing together computing, communications and other aspects of intelligent and smart computing, it contributes to developing a roadmap for future research on intelligent systems.
Language: English
Published by MP-NPA New India Publishing Agency - NIPA, 2024
- Hardcover
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Language: English
Published by Springer, 2019
Series: Book 303 of 538 - Studies in Computational Intelligence
- Softcover
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