Regression Analysis of Column Ozone and Selected Atmospheric Parameters in Peninsular Malaysia from SCIAMACHY Data.
- 1st ed.
- 1 online resource (94 pages)
Cover -- Half Title Page -- Title Page -- Copyright Page -- Contents -- List of Figures -- List of Tables -- Abbreviations -- Preface -- 1 Introduction -- 2 The Atmosphere and Climate -- 3 Ozone Circulation and Chemistry -- 4 The Study of Earth's Atmosphere from Space -- 5 Study Area -- 6 Introduction to SCIAMACHY -- 7 Methodology -- 7.1 Remotely sensed data -- 7.2 The SCIAMACHY standard data -- 7.3 Data sources -- 7.4 Backward trajectory analysis -- 7.5 Methodology and the hybrid approach -- 7.6 Model evaluation -- 8 Results -- 8.1 Multiple regression analysis of ozone -- 8.2 Multiple regression and principal component regression analyses -- 9 Evaluation of Total Column Ozone Value from SCIAMACHY Observation Data -- 10 Comparison and Validation of The Regression Models -- 10.1 Comparison of predicted ozone value by multiple regression analysis and the combined multiple regression analysis and principal component analysis -- 10.2 Validation of the predicted ozone values with the observed airs ozone values -- 10.3 Validation of the multiple regression analysis method -- 10.4 Validation of the combined multiple regression analysis and principal component analysis method -- 11 Backward Trajectory Analysis -- 12 Framework for Long-Range Transport -- 13 Conclusion -- References -- The Authors -- Index -- Back Cover.