Author : K. Naveena
Publisher : Springer Nature
ISBN 13 : 303148259X
Total Pages : 55 pages
Book Rating : 4.0/5 (314 download)
Book Synopsis Spatio-temporal Trend Analysis of Rainfall using R Software and ArcGIS by : K. Naveena
Download or read book Spatio-temporal Trend Analysis of Rainfall using R Software and ArcGIS written by K. Naveena and published by Springer Nature. This book was released on 2023-11-15 with total page 55 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book aims to provide an advanced R software approach that can carry out rainfall trend analysis using Mann-Kendall and Sen’s slope estimator tests. The research study follows a systematic approach while utilizing R software as it can greatly facilitate the analysis of rainfall trends. About 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.