Modeling
8.1. INTRODUCTION
8.2. REVIEW OF CURRENT DROUGHT FORECASTING SYSTEMS
8.3. THE PROPOSED COUPLED DYNAMICAL–STATISTICAL DROUGHT FORECASTING SYSTEM
8.4. CASE STUDIES
8.5. CONCLUSIONS AND DISCUSSION
REFERENCES
9 Integrating Soil Moisture Active/Passive Observations with Rainfall Data Using an Analytic Model for Drought Monitoring at the Continental Scale
9.1. INTRODUCTION
9.2. DATA AND METHOD
9.3. RESULTS
9.4. DISCUSSION AND CONCLUSIONS
ACKNOWLEDGEMENTS
REFERENCES
10 Global Flood Models
10.1. INTRODUCTION
10.2. TYPES OF GFM AND SPECIFIC EXAMPLES
10.3. APPLICATIONS OF GLOBAL FLOOD MODELS
10.4. INSURANCE CATASTROPHE MODELS
10.5. GFM CREDIBILITY
10.6. THE FUTURE OF GFMS
REFERENCES
11 Calibration of Global Flood Models: Progress, Challenges, and Opportunities
11.1. INTRODUCTION
11.2. GLOBAL HYDROLOGICAL MODEL CALIBRATION
11.3. MAIN CHALLENGES OF CALIBRATING GLOBAL HYDROLOGICAL MODELS
11.4. EMERGING OPPORTUNITIES
11.5. SUMMARY
REFERENCES
12 Digital Elevation Model and Drainage Network Data Sets for Global Flood and Drought Modeling
12.1. INTRODUCTION
12.2. GLOBAL BASELINE DIGITAL ELEVATION DATA FOR HYDROLOGICAL MODELING
12.3. GLOBAL HYDROGRAPHY DATA SETS
12.4. CHALLENGES AND OPPORTUNITIES
12.5. SUMMARY
ACKNOWLEDGMENTS
REFERENCES
13 Fundamental Data Set for Global Drought and Flood Modeling
13.1. INTRODUCTION
13.2. GLOBAL LAND COVER DATA SETS
13.3. DISCUSSION
REFERENCES
9 Part III: Global Drought and Flood Risk Assessment, Management, and Socioeconomic Response 14 Global River Flood Risk Under Climate Change 14.1. INTRODUCTION 14.2. MODELING GLOBAL RIVER FLOOD RISK: GENERAL CONCEPTS AND METHODS 14.3. THE GLOFRIS MODELING FRAMEWORK 14.4. CAMA‐FLOOD AND ISIMIP MODELING FRAMEWORKS 14.5. THE GAR‐2015 FLOOD RISK FRAMEWORK 14.6. THE JOINT RESEARCH CENTRE MODEL 14.7. OTHER FLOOD RISK MODELS 14.8. CONCLUSIONS REFERENCES 15 Direct Tangible Damage Classification and Exposure Analysis Using Satellite Images and Media Data 15.1. INTRODUCTION 15.2. DATA AND STUDY SITE 15.3. METHOD 15.4. RESULTS 15.5. DISCUSSION 15.6. CONCLUSIONS ACKNOWLEDGMENTS REFERENCES 16 Flood Risk and Monitoring Data for Preparedness and Response 16.1. INTRODUCTION 16.2. CHALLENGES IN UNDERSTANDING AND TRUSTING FLOOD DATA 16.3. TWO CASE STUDIES FRAMING THE DISCONNECT BETWEEN FLOOD DATA DEVELOPERS AND DECISION MAKERS 16.4. IDENTIFICATION OF COMMON THEMES FOUND IN THE QUESTIONS ASKED WITHIN THE CASE STUDIES 16.5. SUGGESTED OPPORTUNITIES TO MOVE TOWARDS NARROWING THE GAP 16.6. CONCLUSION ACKNOWLEDGMENTS REFERENCES 17 Global Flood Partnership* 17.1. INTRODUCTION 17.2. MODELS AND PRODUCTS 17.3. GFP ACTIVATIONS
