Note: Cover -- Title Page -- Copyright Page -- Contents -- List of Contributors -- Preface -- Part I Remote Sensing for Global Drought and Flood Observations -- Chapter 1 Progress, Challenges, and Opportunities in Remote Sensing of Drought -- 1.1. INTRODUCTION -- 1.2. PROGRESS IN REMOTE SENSING OF DRIVERS OF DROUGHT -- 1.3. MULTI-INDICATOR DROUGHT MODELING -- 1.4. DROUGHT AND HEATWAVES FEEDBACKS -- 1.5. REMAINING CHALLENGES AND OPPORTUNITIES -- 1.6. CONCLUSION -- REFERENCES -- Chapter 2 Remote Sensing of Evapotranspiration for Global Drought Monitoring -- 2.1. INTRODUCTION -- 2.2. HISTORICAL SKETCH OF ET REMOTE SENSING STUDIES AND ET DATA PRODUCTS -- 2.3. ESTIMATING ET AND MONITORING DROUGHT WITH GEOSTATIONARY SATELLITE THERMAL OBSERVATIONS -- 2.4. DROUGHT MONITORING PRODUCT SYSTEM BASED ON ET REMOTE SENSING -- 2.5. COMBINING ET REMOTE SENSING WITH MICROWAVE SOIL MOISTURE DATA FOR DROUGHT MONITORING -- 2.6. DISCUSSION -- ACKNOWLEDGMENTS -- REFERENCES -- Chapter 3 Drought Monitoring Using Reservoir Data Collected via Satellite Remote Sensing -- 3.1. INTRODUCTION -- 3.2. DROUGHT MONITORING USING REMOTELY SENSED RESERVOIR DATA -- 3.3. ADOPTING REMOTELY SENSED RESERVOIR DATA TO SUPPORT DROUGHT MODELING APPLICATIONS -- 3.4. FUTURE DIRECTIONS -- 3.5. DISCUSSION AND CONCLUSIONS -- ACKNOWLEDGMENTS -- REFERENCES -- Chapter 4 Automatic Near-Real-Time Flood Mapping from Geostationary Low Earth Orbiting Satellite Observations -- 4.1. INTRODUCTION -- 4.2. DATA USED -- 4.3. METHODS -- 4.4. APPLICATIONS -- 4.5. VALIDATION -- 4.6. DISCUSSION -- 4.7. SUMMARY -- ACKNOWLEDGMENTS -- REFERENCES -- Chapter 5 Global Flood Observation with Multiple Satellites: Applications in Rio Salado (Argentina) and the Eastern Nile Basin -- 5.1. INTRODUCTION: THE STATE OF THE SCIENCE AND NEED FOR GLOBAL SATELLITE FLOOD MAPPING -- 5.2. METHODS FOR GLOBAL FLOOD OBSERVATION. , 5.3. WATERSHED CASE STUDIES: ARGENTINA AND THE EASTERN NILE REGION -- 5.4. RESULTS FROM FLOOD MAPPING IN CASE STUDIES -- 5.5. LIMITATIONS AND FUTURE DIRECTIONS FOR THE UTILITY OF SATELLITE FLOOD-EVENT DATA -- 5.6. CONCLUSION -- ACKNOWLEDGMENTS -- REFERENCES -- Chapter 6 Integrating Earth Observation Data of Floods with Large-Scale Hydrodynamic Models -- 6.1. INTRODUCTION -- 6.2. EARTH OBSERVATION FLOOD DATA -- 6.3. INTEGRATION OF EO DATA AND FLOOD MODELS -- 6.4. OUTLOOK -- 6.5. CONCLUSION -- REFERENCES -- Part II Modeling and Prediction of Global Drought and Flood -- Chapter 7 Global Integrated Drought Monitoring with a Multivariate Framework -- 7.1. INTRODUCTION -- 7.2. METHOD -- 7.3. DATA -- 7.4. RESULTS -- 7.5. CONCLUSION -- REFERENCES -- Chapter 8 A Probabilistic Framework for Agricultural Drought Forecasting Using the Ensemble Data Assimilation and Bayesian Multivariate 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 -- Chapter 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 -- Chapter 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 -- Chapter 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 -- Chapter 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 -- Chapter 13 Fundamental Data Set for Global Drought and Flood Modeling: Land Use and Land Cover -- 13.1. INTRODUCTION -- 13.2. GLOBAL LAND COVER DATA SETS -- 13.3. DISCUSSION -- REFERENCES -- Part III Global Drought and Flood Risk Assessment, Management, and Socioeconomic Response -- Chapter 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 -- Chapter 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 -- Chapter 16 Flood Risk and Monitoring Data for Preparedness and Response: From Availability to Use -- 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 -- Chapter 17 Global Flood Partnership* -- 17.1. INTRODUCTION -- 17.2. MODELS AND PRODUCTS -- 17.3. GFP ACTIVATIONS -- 17.4. DISCUSSION AND CONCLUSIONS -- REFERENCES -- Chapter 18 Drought and Flood Monitoring and Forecasting: Challenges and Opportunities Ahead -- 18.1. REMOTE SENSING FOR DROUGHT AND FLOOD MODELING -- 18.2. DROUGHT AND FLOOD MODELING -- 18.3. RISK ANALYSIS AND COLLABORATION -- 18.4. PERSPECTIVE -- Index -- EULA.

Note: Intro -- TITLE PAGE -- COPYRIGHT PAGE -- CONTENTS -- CONTRIBUTORS -- PREFACE -- ACKNOWLEDGMENTS -- Part I Overview of the Changes in the Terrestrial Water Cycle -- Chapter 1 Macroscale Hydrological Modeling and Global Water Balance -- 1.1. INTRODUCTION -- 1.2. COMPONENTS OF TERRESTRIAL HYDROLOGICAL CYCLES -- 1.3. GLOBAL WATER BALANCE IN EARLY ERA -- 1.4. MACROSCALE MODELING FOR WATER CYCLE IN NATURE -- 1.5. CLIMATE CHANGE AND HUMAN IMPACT -- 1.6. INTERNATIONAL COLLABORATION AND CAPACITY BUILDING -- 1.7. PROSPECTS FOR GLOBAL HYDROLOGY AND MODEL DEVELOPMENT -- REFERENCES -- Chapter 2 Historical and Future Changes in Streamflow and Continental Runoff: A Review -- 2.1. INTRODUCTION -- 2.2. STREAMFLOW AND RUNOFF DATA -- 2.3. HISTORICAL CHANGES IN STREAMFLOW AND RUNOFF -- 2.4. MODEL-PROJECTED FUTURE CHANGES IN RUNOFF AND STREAMFLOW -- 2.5. SUMMARY -- ACKNOWLEDGMENTS -- REFERENCES -- Chapter 3 Changes in the Global Terrestrial Water Cycle: A Review and Synthesis -- 3.1. INTRODUCTION -- 3.2. DEVELOPMENT OF LONG-TERM RETROSPECTIVE WATER BUDGET DATA SET -- 3.3. ASSESSMENTS OF THE RETROSPECTIVE WATER BUDGET -- 3.4. CONCLUSIONS AND DISCUSSIONS -- ACKNOWLEDGMENTS -- REFERENCES -- Part II Human Alterations of the Terrestrial Water Cycle -- Chapter 4 Human-Induced Changes in the Global Water Cycle -- 4.1. INTRODUCTION -- 4.2. MACROSCALE WATER MANAGEMENT MODELS AND INTERCOMPARISONS -- 4.3. GLOBAL CONSUMPTIVE USE OF WATER -- 4.4. RESERVOIR CONTRIBUTIONS TO GLOBAL LAND SURFACE WATER STORAGE VARIATIONS -- 4.5. CONCLUSIONS -- ACKNOWLEDGMENTS -- REFERENCES -- Chapter 5 Impacts of Groundwater Pumping on Regional and Global Water Resources -- 5.1. INTRODUCTION -- 5.2. HUMAN WATER USE AND GROUNDWATER PUMPING -- 5.3. DIRECT AND INDIRECT CLIMATE IMPACTS ON GROUNDWATER RESOURCES -- 5.4. GLOBAL AND REGIONAL ESTIMATES OF GROUNDWATER DEPLETION. , 5.5. GROUNDWATER DEPLETION AND SEA-LEVEL RISE -- 5.6. FUTURE PROJECTIONS OF GROUNDWATER DEPLETION AND THE SUSTAINABILITY OF HUMAN WATER USE -- 5.7. A WAY FORWARD -- REFERENCES -- Chapter 6 Land Use/Cover Change Impacts on Hydrology in Large River Basins: A Review -- 6.1. INTRODUCTION -- 6.2. EXAMINED VARIABLES -- 6.3. APPROACHES -- 6.4. LAND COVER CHANGE IMPACTS -- 6.5. OUTSTANDING ISSUES -- 6.6. CONCLUSIONS -- ACKNOWLEDGMENTS -- REFERENCES -- Part III Recent Advances in Hydrological Measurement and Observation -- Chapter 7 GRACE-Based Estimates of Global Groundwater Depletion -- 7.1. INTRODUCTION -- 7.2. GLOBAL GROUNDWATER CHANGES -- 7.3. SUMMARY -- 7.4. DISCUSSION -- ACKNOWLEDGMENTS -- REFERENCES -- Chapter 8 Regional-Scale Combined Land-Atmosphere Water Balance Based on Daily Observations in Illinois -- 8.1. INTRODUCTION -- 8.2. DATA -- 8.3. THEORY AND METHODOLOGY -- 8.4. RESULTS -- 8.5. CONCLUSIONS -- REFERENCES -- Part IV Integrated Modeling of the Terrestrial Water Cycle -- Chapter 9 Drivers of Change in Managed Water Resources: Modeling the Impacts of Climate and Socioeconomic Changes Using the US Midwest as a Case Study -- 9.1. INTRODUCTION -- 9.2. MODELING FRAMEWORK -- 9.3. REGIONAL APPLICATION: DOMAIN, FORCING, AND EXPERIMENTAL APPROACH -- 9.4. APPLICATION IN THE CONTEXT OF GLOBAL CHANGE -- 9.5. DISCUSSION AND CONCLUSION -- ACKNOWLEDGMENTS -- REFERENCES -- Chapter 10 Modeling the Role of Vegetation in Hydrological Responses to Climate Change -- 10.1. INTRODUCTION -- 10.2. ADVANCES IN HYDROLOGICAL MODELING -- 10.3. MODEL EXPERIMENT -- 10.4. HYDROLOGICAL MODELING RESULTS -- 10.5. DISCUSSION AND CONCLUSIONS -- ACKNOWLEDGMENTS -- REFERENCES -- Chapter 11 Estimating Virtual Water Contents Using a Global Hydrological Model: Basis and Applications -- 11.1. INTRODUCTION -- 11.2. BASIS -- 11.3. APPLICATIONS: OBJECTIVE AND METHODS. , 11.4. RESULTS AND DISCUSSION -- 11.5. CONCLUSIONS -- ACKNOWLEDGMENTS -- REFERENCES -- Index -- EULA.