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Preface; Acknowledgements; Sponsors and Co-sponsors; Contents; About the Editors; Climatic Characteristics; 1 Trends in Temperature for the Himalayan Environment of Leh (Jammu and Kashmir), India; Abstract; Introduction; Materials and Methods; Study Area; Mann-Kendall Test; Estimation of Magnitude of Trends; Results and Discussion; Conclusions; Acknowledgements; References; 2 Changes in Sunshine Duration in Humid Environments of Agartala (Tripura), India; Abstract; Introduction; Materials and Methods; Study Area and Meteorological Data; Methods of Trend Analysis; Results and Discussion.
ConclusionsAcknowledgements; References; 3 Application of Multiple Linear Regression as Downscaling Methodology for Lower Godavari Basin; Abstract; Introduction; Literature Review; Study Area; Methodology; Selection of Predictors and Predictands; Selection of GCM and Representative Concentration Pathways (RCPs); Data Preparation; Statistical Downscaling; Results and Discussion; Application of Downscaled Scenarios for Future Periods; Analysis for Grid 1: 17.5Nâ#x80;#x93;80.5E; Analysis for Grid 2: 17.5Nâ#x80;#x93;81.5E; Analysis for Grid 3: 18.5N-80.5E; Analysis for Grid 4: 18.5Nâ#x80;#x93;81.5E.
Analysis for Grid 5: 18.5Nâ#x80;#x93;82.5ESummary and Conclusions; Acknowledgements; References; 4 Statistical Downscaling of Minimum Temperature of Raipur (C.G.) India; Abstract; Introduction; Statistical Down Scaling Model (SDSM); Study Area and Data Used; Methodology; Analysis of Results; CGCM A1B Forcing Condition; Generation of Series for A2 Forcing Condition; Conclusion; References; 5 Statistical Downscaling of Daily Temperatures and Precipitation Data from Coupled Model Inter-comparison Project 5 (CMIP5)-RCPs Experiment: In Weyib River Basin, Southeastern Ethiopia; Abstract; Introduction.
Materials and MethodsStudy Area (Weyib River Basin); Earth System Model (ESM) and RCP Scenarios; Types of Data Used; Downscaling Methods; Statistical Downscaling Model (SDSM); Precipitation and Temperatures Scenario Statistics; Mannâ#x80;#x93;Kendall Trend Test; SDSM Performance Evaluation; Coefficient of Determination (R2); Nashâ#x80;#x93;Sutcliffe Coefficient (E); Root Mean Square Error (RMSE); Results and Discussion; Selected Potential Predictor Variables; Calibration and Validation of SDSM for Both Temperatures and Precipitation; Scenarios Developed for Future Temperatures and Precipitation.
Maximum Temperature ScenariosMinimum Temperature Scenarios; Precipitation Scenarios; Mannâ#x80;#x93;Kendall Trend Test of Future Temperatures and Precipitation; Summary and Conclusion; Acknowledgements; References; 6 Global Climate Pattern Behind Hydrological Extremes in Central India; Abstract; Introduction; Study Area and Data; Methodology; Quantification of Dry and Wet Events Through Standardized Precipitation Anomaly Index (SPAI); Identification of the Global Climate Pattern (GCP) for Central India; Utilization of the Identified GCP for Prediction of Dry and Wet Events in Central India.
ConclusionsAcknowledgements; References; 3 Application of Multiple Linear Regression as Downscaling Methodology for Lower Godavari Basin; Abstract; Introduction; Literature Review; Study Area; Methodology; Selection of Predictors and Predictands; Selection of GCM and Representative Concentration Pathways (RCPs); Data Preparation; Statistical Downscaling; Results and Discussion; Application of Downscaled Scenarios for Future Periods; Analysis for Grid 1: 17.5Nâ#x80;#x93;80.5E; Analysis for Grid 2: 17.5Nâ#x80;#x93;81.5E; Analysis for Grid 3: 18.5N-80.5E; Analysis for Grid 4: 18.5Nâ#x80;#x93;81.5E.
Analysis for Grid 5: 18.5Nâ#x80;#x93;82.5ESummary and Conclusions; Acknowledgements; References; 4 Statistical Downscaling of Minimum Temperature of Raipur (C.G.) India; Abstract; Introduction; Statistical Down Scaling Model (SDSM); Study Area and Data Used; Methodology; Analysis of Results; CGCM A1B Forcing Condition; Generation of Series for A2 Forcing Condition; Conclusion; References; 5 Statistical Downscaling of Daily Temperatures and Precipitation Data from Coupled Model Inter-comparison Project 5 (CMIP5)-RCPs Experiment: In Weyib River Basin, Southeastern Ethiopia; Abstract; Introduction.
Materials and MethodsStudy Area (Weyib River Basin); Earth System Model (ESM) and RCP Scenarios; Types of Data Used; Downscaling Methods; Statistical Downscaling Model (SDSM); Precipitation and Temperatures Scenario Statistics; Mannâ#x80;#x93;Kendall Trend Test; SDSM Performance Evaluation; Coefficient of Determination (R2); Nashâ#x80;#x93;Sutcliffe Coefficient (E); Root Mean Square Error (RMSE); Results and Discussion; Selected Potential Predictor Variables; Calibration and Validation of SDSM for Both Temperatures and Precipitation; Scenarios Developed for Future Temperatures and Precipitation.
Maximum Temperature ScenariosMinimum Temperature Scenarios; Precipitation Scenarios; Mannâ#x80;#x93;Kendall Trend Test of Future Temperatures and Precipitation; Summary and Conclusion; Acknowledgements; References; 6 Global Climate Pattern Behind Hydrological Extremes in Central India; Abstract; Introduction; Study Area and Data; Methodology; Quantification of Dry and Wet Events Through Standardized Precipitation Anomaly Index (SPAI); Identification of the Global Climate Pattern (GCP) for Central India; Utilization of the Identified GCP for Prediction of Dry and Wet Events in Central India.