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  • 1
    Online Resource
    Online Resource
    Milton :Taylor & Francis Group,
    Keywords: Droughts. ; Drought management. ; Drought forecasting. ; Climatic changes. ; Meteorology, Agricultural. ; Electronic books.
    Description / Table of Contents: The second volume of this comprehensive global perspective on Integrated Drought Management is focused on drought modeling, meteorological prediction, and the use of remote sensing in assessing, analyzing, and monitoring drought. It discusses risk management, planning, policy, and societal impacts of drought.
    Type of Medium: Online Resource
    Pages: 1 online resource (772 pages)
    Edition: 1st ed.
    ISBN: 9781000905748
    Series Statement: Drought and Water Crises Series
    Language: English
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  • 2
    Online Resource
    Online Resource
    Milton :Taylor & Francis Group,
    Keywords: Electronic books.
    Description / Table of Contents: Sustainability of Natural Resources: Planning, Development, and Management addresses water resources exploration, planning, recent geographic information system-based studies, and groundwater modeling and applications. It highlights the optimal strategies for sustainable water resources management and development.
    Type of Medium: Online Resource
    Pages: 1 online resource (405 pages)
    Edition: 1st ed.
    ISBN: 9781040005408
    DDC: 333.91/04
    Language: English
    Note: Cover -- Half Title -- Title Page -- Copyright Page -- Dedication -- Table of Contents -- Preface -- Acknowledgements -- Editors' Biography -- List of Contributors -- Chapter 1 Characterization and Mapping of Soils for Sustainable Management Using Geospatial Techniques -- 1.1 Introduction -- 1.2 Materials and Methods -- 1.2.1 Study Area -- 1.2.2 Geology -- 1.2.3 Preparation of Base Maps -- 1.2.4 Ground-Truth Verification -- 1.2.5 Soil Sampling and Analysis -- 1.2.6 Soil Classification -- 1.2.7 Development of Soil Mapping Legend -- 1.2.8 Land Evaluation -- 1.3 Results and Discussion -- 1.3.1 Landform Delineation -- 1.3.2 Land-Use/Land Cover -- 1.3.3 Landform and Landscape Ecological Units (LEUs) -- 1.3.4 Soil-Landform Relationship -- 1.3.5 Soil Mapping -- 1.3.6 Soil Survey Interpretation -- 1.3.7 Surface Texture -- 1.3.8 Drainage -- 1.3.9 Soil Reaction (pH) -- 1.3.10 Organic Carbon -- 1.3.11 Available Nitrogen -- 1.3.12 Available Phosphorous -- 1.4 Available Potassium -- 1.5 Land Capability Classification -- 1.6 Soil Suitability for Crops -- 1.7 Recommendation -- 1.8 Conclusion -- Acknowledgments -- References -- Chapter 2 Sustainable Biodiversity Conservation in Tribal Area -- 2.1 Introduction -- 2.2 Tribes Role in Indigenous Botanical Knowledge (IBK) -- 2.3 Tribes Ethno Botany and Traditional Practices -- 2.4 Tribes Relationship with Flora Protection -- 2.5 Ethnic and Aboriginal Peoples' Role in Conservation -- 2.6 Tribal Relationship with Fauna -- 2.7 Tribes Role in Conservation of Insects -- 2.8 Tribes of Southern Indian -- 2.9 North Eastern Tribes -- 2.10 Tribes Association in Protecting Nature -- 2.11 Conclusion -- References -- Chapter 3 Soil Bioengineering Practices for Sustainable Ecosystem Restoration in Landslide-Affected Areas -- 3.1 Introduction -- 3.2 Ecosystem Deterioration and Need to Replenish -- 3.2.1 Evaluating the Area. , 3.2.2 Identifying Project Goals -- 3.2.3 Identifying and Removing Sources of Disturbance -- 3.2.4 Restoring Technologies -- 3.2.5 Substrates Rehabilitation -- 3.2.6 Vegetation Restoration -- 3.2.7 Monitoring and Maintenance -- 3.3 Landslides and Ecology Deterioration -- 3.4 Landslide Restoration -- 3.5 Landslide Restoration: Losses Incurred Directly vs. Indirectly -- 3.6 Landslide-Associated Problems and Their Mitigation & -- Management Measures -- 3.7 Bioengineering Strategy in Landslide Risk Mitigation -- 3.8 Application -- 3.9 Participation of the Social Environment in the Application and Succession of Soil Bioengineering -- 3.9.1 Seedlings -- 3.9.2 Bare Root Planting -- 3.9.3 Live Stakes -- 3.9.4 Contour Wattling -- 3.9.5 Brush Layer -- 3.9.6 Trench Packing -- 3.9.7 Brush Matting -- 3.9.8 Live Cuttings -- 3.9.9 Coir Fascines -- 3.9.10 Pre-Vegetated Mats -- 3.10 Slope Stability and Ecosystem Restoration -- 3.11 Native Species in Ecosystem Regeneration -- 3.12 Barrier to Ecological Restoration of Landslides -- 3.13 Indigenous People and their Support -- 3.14 Indigenous Knowledge in Ecosystem Restoration -- 3.15 Selection of Potential Indigenous Plants Based on Their Soil Reinforcement and Anchoring Capabilities -- 3.16 Recommendations -- 3.17 Conclusion -- References -- Chapter 4 Sustainable Ecosystem Development and Landscaping for Urban and Peri-Urban Areas -- 4.1 Introduction -- 4.2 Landscapes -- 4.2.1 Urban Landscape -- 4.2.2 Peri-Urban Landscape -- 4.3 Challenges -- 4.3.1 Role of Horticulture -- 4.3.2 Impact of Urbanization on Plant Life in Riparian Areas -- 4.3.3 Issues in Urban Ecology -- 4.3.4 Urban Ecology from a Landscape Perspective -- 4.3.5 Parks and Public Green Space -- 4.3.6 Multiple Benefits of Vegetated Land Cover to Health and Well-being -- 4.3.7 Plant Resources for Building the Urban Environments. , 4.3.8 Some of the Main Problems Confronting Urban Plants Include -- 4.3.9 Exotic Species in Urban/Peri-Urban Lanscaping -- 4.3.10 Role of Evergreen Plant in Urban/Peri-urban Landscaping -- 4.4 Conclusion -- References -- Chapter 5 Climate Change Impact of Fluoride Contamination on Human Health in Dry Zone of Sri Lanka -- 5.1 Introduction -- 5.2 Study Area -- 5.3 Climate Change and Fluoride Contamination in Groundwater -- 5.4 Groundwater Resources and Climate Change in Sri Lanka -- 5.5 Fluoride Contamination & -- Health Issues in Dry Zone Sri Lanka -- 5.6 Conclusion -- References -- Chapter 6 Application of Geospatial Technology in Catchment Modeling Using SCS-CN Method for Estimating the Direct Runoff on Barakar River Basin, Jharkhand -- 6.1 Introduction -- 6.2 Study Area -- 6.3 Materials and Methods -- 6.3.1 Data Sources -- 6.4 SCS-CN Method -- 6.4.1 Estimation of S -- 6.4.2 Determination of CN -- 6.4.3 Selection of CN -- 6.5 Methodology -- 6.6 Results and Discussion -- 6.6.1 Watershed Delineation -- 6.6.2 Landuse-Landcover Map -- 6.6.3 Soil Map -- 6.6.4 Soil Landuse Vegetation Complex (SLV) Map -- 6.6.5 Curve Number (CN) and Weighted Curve Number (WCN) Values -- 6.7 Antecedent Moisture Conditions, CN I and CN III Values -- 6.8 Potential Maximum Retention (S) and Runoff Depth (Q) -- 6.9 Conclusion -- References -- Chapter 7 Hydro-Geospatial Investigation to Propose Water Conservation Sites for Water Management in Limestone Terrain -- 7.1 Introduction -- 7.2 Study Area -- 7.2.1 Location -- 7.2.2 Climate -- 7.2.3 Geology -- 7.2.4 Lineament -- 7.2.5 Geomorphology -- 7.2.6 Drainage -- 7.2.7 Land use/Land Cover -- 7.2.8 Soils -- 7.2.9 Slope -- 7.3 Materials and Methods -- 7.4 Results and Discussion -- 7.5 Lithology -- 7.6 Lineament Density -- 7.7 Geomorphology -- 7.8 Drainage Density -- 7.9 Rainfall -- 7.10 Land Use/Land Cover (LULC) -- 7.11 Slope. , 7.12 Soil -- 7.13 Terrain Wetness Index (TWI) -- 7.14 Validation -- 7.15 Conclusion -- 7.15.1 Proposed Artificial Recharge Structure -- Acknowledgements -- References -- Chapter 8 Rainfall Spatiotemporal Variability and Trends in the Semi-Arid Ecological Zone of Nigeria -- 8.1 Introduction -- 8.2 Study Area -- 8.3 Materials and Methods -- 8.3.1 Data Sources -- 8.3.2 Trend and Variability Detection -- 8.3.3 Spatial Interpolation -- 8.4 Results and Discussion -- 8.5 Rainfall Characteristics -- 8.5.1 Statistical Overview of Rainfall Climatology -- 8.5.2 Rainfall Variability and Anomaly Patterns -- 8.6 Annual, Interannual, and Monthly Trends -- 8.7 Trends Detection Based on the WMO Standardized Period -- 8.8 Implications for Agriculture and Water Ecosystem Services -- 8.9 Conclusion -- Acknowledgments -- References -- Chapter 9 Climate Change Awareness, Perception, and Adaptation Strategies for Small and Marginal Farmers in Yobe State, Nigeria -- 9.1 Introduction -- 9.2 Materials and Methods -- 9.3 Study Area -- 9.4 Data Compilation Techniques -- 9.5 Sampling Procedures -- 9.6 Analysis of Data -- 9.7 Results and Discussion -- 9.7.1 The Socio-economic and Institutional Characteristics of Respondents -- 9.7.2 Farmers' Awareness of Changes in Climate Parameters -- 9.7.3 Climate Change Information for Farmers -- 9.8 Climate Change and Farmers' Perceptions -- 9.9 Factors that Influence Farmers' Perceptions of Climate Change -- 9.10 Farmers' Climate Change Adaptation -- 9.11 Constraints Facing Farmers as a Result of Climate Change -- 9.12 Conclusion and Recommendation -- Acknowledgment -- References -- Chapter 10 Delineation of Groundwater Prospect Zones based on Earth Observation Data and AHP Modeling - A Study from Basaltic Rock Formation -- 10.1 Introduction -- 10.2 Study Area Description -- 10.3 Materials and Methods -- 10.3.1 Used Datasets. , 10.3.2 Methodology -- 10.3.3 AHP Method and Weight Normalization -- 10.3.4 Weighted Overlay Analysis (WOA) -- 10.3.5 Groundwater Fluctuation -- 10.3.6 Accuracy Assessment -- 10.4 Results and Discussion -- 10.4.1 LULC -- 10.4.2 Landforms and Geomorphological Features -- 10.4.3 Lineament Density -- 10.4.4 Drainage Map -- 10.4.5 Groundwater Fluctuation -- 10.4.6 Geology -- 10.4.7 Slope -- 10.4.8 Soil -- 10.4.9 Rainfall -- 10.5 Groundwater Prospective Zone Mapping -- 10.6 Validation -- 10.7 Conclusion -- Conflict of Interest -- References -- Chapter 11 Hydro-geochemical Evaluation of Phreatic Groundwater for Assessing Drinking and Irrigation Appropriateness - A Case Study of Chandrapur Watershed -- 11.1 Introduction -- 11.2 Fluorite (CaF2 ) Mineralization in Geological Environment -- 11.2.1 Physical Characteristics of Fluorite (CAF2 ) -- 11.2.2 High Concentration of F in Groundwater -- 11.2.3 Genesis of Fluorite (CaF2 ) Mineralization in Study Area -- 11.3 Study Area Details -- 11.4 Materials and Methods -- 11.5 Physicochemical Characteristics of Groundwater -- 11.5.1 Physical Parameters -- 11.5.2 Cation-Anion Chemistry -- 11.5.3 Rock-Water Interaction -- 11.6 Discussion on Groundwater Appropriateness -- 11.6.1 Drinking and General Domestic Use -- 11.6.2 Irrigation Use -- 11.7 F-Contents from Study Area -- 11.8 Conclusions -- References -- Chapter 12 Variability of Ground Water Quality in Quaternary Aquifers of the Cauvery and Vennar Sub-basins within the Cauvery Delta, Southern India -- 12.1 Introduction -- 12.2 Materials and Methods -- 12.2.1 Study Area -- 12.2.2 Geology and Hydrogeology -- 12.2.3 Groundwater Sampling and Laboratory Analysis -- 12.2.4 Drinking Water Quality -- 12.3 Results and Discussion -- 12.4 Drinking Water Quality -- 12.4.1 pH -- 12.4.2 Electrical Conductivity -- 12.4.3 Total Dissolved Solids -- 12.4.4 Total Hardness. , 12.4.5 Calcium.
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  • 3
    Keywords: Droughts. ; Drought management. ; Drought forecasting. ; Climatic changes. ; Electronic books.
    Description / Table of Contents: The first volume of this comprehensive global prospective on Integrated Drought Management is focused on understanding drought, causes, and the assessment of drought impacts. It explains different types of drought: agricultural, meteorological, hydrological, and socio-economic droughts, their indices and the impact of climate change on drought.
    Type of Medium: Online Resource
    Pages: 1 online resource (615 pages)
    Edition: 1st ed.
    ISBN: 9781000905625
    Series Statement: Drought and Water Crises Series
    Language: English
    Note: Cover -- Half Title -- Series Page -- Title Page -- Copyright Page -- Table of Contents -- Editors -- Contributors -- Chapter 1 Understanding Drought: Definitions, Causes, Assessments, Forecasts, and Management -- 1.1 Introduction -- 1.2 Drought Definitions -- 1.2.1 Drought Types -- 1.2.1.1 Meteorological Drought -- 1.2.1.2 Agricultural Drought -- 1.2.1.3 Hydrological Drought -- 1.2.1.4 Groundwater Drought -- 1.2.1.5 Socioeconomic Drought -- 1.3 Drought Assessment -- 1.3.1 Drought Characteristics -- 1.3.2 Drought Indices -- 1.3.2.1 Univariate Drought Indices -- 1.3.2.2 Multivariate Drought Indices -- 1.3.3 Applications of Satellite Remote Sensing -- 1.3.3.1 Remote Sensing of Hydroclimate Variables and Its Application to Drought Assessments -- 1.3.3.2 Remote Sensing of Environmental Variables and Its Application to Drought Assessments -- 1.4 Drought Analysis -- 1.4.1 Frequency Analysis -- 1.4.1.1 Multivariate Drought Analysis -- 1.4.1.2 Copula Joint Probability Models -- 1.4.1.3 Entropy-Based Probability Models -- 1.4.2 Reliability, Resilience, and Vulnerability Analysis -- 1.4.2.1 Reliability -- 1.4.2.2 Resilience -- 1.4.2.3 Vulnerability -- 1.5 Causes of Drought -- 1.5.1 Ocean-Atmosphere Teleconnection -- 1.5.2 Land-Atmosphere Interaction -- 1.5.3 Internal Atmospheric Variability -- 1.6 Drought and Climate Change -- 1.6.1 Global Warming Impacts on Ocean-Atmosphere Teleconnection -- 1.6.2 Global Warming Impacts on Land-Atmosphere Teleconnection -- 1.6.3 Global Warming Impacts on Internal Atmospheric Teleconnection -- 1.7 Drought Forecasting -- 1.7.1 Statistical Forecasting Methods -- 1.7.1.1 Discrete Statistical Forecasting Methods -- 1.7.1.2 Continuous Statistical Forecasting Methods -- 1.7.2 Dynamical Forecasting Methods -- 1.7.3 Hybrid Statistical-Dynamical Methods -- 1.8 Drought Impacts: Major Historical Droughts and Losses Caused by Them. , 1.8.1 The US -- 1.8.1.1 The 1930s Dust Bowl Drought -- 1.8.1.2 The 1950s Southwest Drought -- 1.8.1.3 The 1988-1989 North American Drought -- 1.8.1.4 The 2011-2017 California Drought -- 1.8.2 South America: The 2014-2017 Brazilian Drought -- 1.8.3 Europe: The 1992-1995 Spanish Drought -- 1.8.4 Africa: The Sahel Droughts, 1970s-1980s -- 1.8.5 Asia: The 2015-2016 Drought in the Mekong Delta -- 1.8.6 Oceania: The Millennium Drought in Southeast Australia during 2001-2009 -- 1.9 Drought Management -- 1.9.1 Water Conservation/Management -- 1.9.2 Soil Management -- 1.9.3 Diversification of Crops and Industries -- 1.9.4 Public Education and Risk-Sharing Systems -- 1.10 Conclusions -- References -- Chapter 2 Drought Concepts, Characterization, and Indicators -- 2.1 Introduction -- 2.2 Types of Droughts -- 2.2.1 Meteorological Drought -- 2.2.2 Agricultural Drought -- 2.2.3 Hydrological Drought -- 2.2.4 Socioeconomic Drought -- 2.3 Main Types of Drought Recognized in India -- 2.3.1 Meteorological Drought -- 2.3.2 Hydrological Drought -- 2.3.2.1 Surface Water Drought -- 2.3.2.2 Groundwater Drought -- 2.3.3 Agricultural Drought -- 2.3.4 Soil Moisture Drought -- 2.3.5 Socioeconomic Drought -- 2.3.6 Famine -- 2.3.7 Ecological Drought -- 2.4 Impacts of Drought -- 2.4.1 Economic Impacts -- 2.4.2 Environmental Impacts -- 2.4.3 Social Impacts -- 2.5 Worst Droughts in History -- 2.6 Characterization of Droughts -- 2.7 Drought Indicators -- 2.7.1 Drought Characterization Using Drought Indices -- 2.7.2 Considerations for Drought Indicators -- 2.7.2.1 Suitability for Drought Types of Concern -- 2.7.2.2 Data Availability and Consistency -- 2.7.2.3 Clarity and Validity -- 2.7.2.4 Temporal and Spatial Sensitivity -- 2.7.2.5 Temporally and Spatially Specific -- 2.7.2.6 Drought Progression and Recession -- 2.7.2.7 Linked with Drought Management and Impact Reduction Goals. , 2.7.2.8 Explicit Combination Methods -- 2.7.2.9 Quantitative and Quantitative Indicators -- 2.8 Drought Indices -- 2.8.1 Percent of Normal -- 2.8.2 Deciles -- 2.8.3 Standardized Precipitation Index (SPI) -- 2.8.4 Palmer Drought Severity Index (PDSI) -- 2.8.5 US Drought Monitor (USDM) -- 2.8.6 Normalized Difference Vegetation Index (NDVI) -- 2.8.7 Rainfall Departure -- 2.8.8 Statistical Z-Score (Z-Score) -- 2.8.9 Effective Drought Index (EDI) -- 2.8.10 China Z-Index (CZI) -- 2.8.11 Other Notable Drought Indices -- 2.9 Aggregation of Drought Indices -- 2.10 Conclusions -- References -- Chapter 3 Spatial Assessment of Meteorological and Agricultural Drought in Northern India -- 3.1 Introduction -- 3.2 Materials and Methodology -- 3.2.1 Study Area -- 3.2.2 Methodology -- 3.2.2.1 SPEI Calculation -- 3.2.2.2 NDVI Calculation -- 3.2.2.3 NDVI Deviation Estimation -- 3.2.2.4 VCI Estimation -- 3.2.2.5 Spatial Mapping of Agriculture Drought-Affected Regions -- 3.3 Results and Discussion -- 3.3.1 Standardized Precipitation Evapotranspiration Index (SPEI)-Based Meteorological Drought Detection -- 3.3.2 Remote Sensing-Based Vegetation Indicators of Agricultural Drought Detection -- 3.4 Conclusions -- References -- Chapter 4 Assessment of Meteorological Drought Characteristics in Brazil -- 4.1 Introduction -- 4.2 Standard Precipitation Index and Drought Assessment -- 4.2.1 Details of Rainfall Data -- 4.3 Drought Assessment -- 4.3.1 Polygons 1 and 2 -- 4.3.2 Polygons 3 and 4 -- 4.3.3 Polygons 5 and 6 -- 4.3.4 Polygon 7 -- 4.3.5 Polygon 8 -- 4.4 Concluding Remarks -- Acknowledgments -- References -- Chapter 5 Drought in Rio de Janeiro State, Southeast Brazil -- 5.1 Introduction -- 5.2 Methodology -- 5.2.1 Study Area -- 5.2.1.1 Rainfall Data -- 5.2.2 Standardized Precipitation Index (SPI) -- 5.2.3 Oceanic Niño Index (ONI) and the El Niño-Southern Oscillation (ENSO). , 5.2.4 Statistical Tests -- 5.3 Results and Discussion -- 5.3.1 Rainfall Data -- 5.3.2 SPI-Based Drought Analysis -- 5.3.2.1 Temporal Drought Analysis -- 5.3.2.2 Spatial Drought Analysis -- 5.3.3 Two Case Studies of Drought Assessment over the State of Rio de Janeiro -- 5.3.3.1 North and Northwest Regions -- 5.3.3.2 Middle Paraíba Region -- 5.4 Conclusions -- References -- Chapter 6 The Mexican Drought (2011): Insight into the 29-Month Drought in Aguascalientes -- 6.1 Introduction -- 6.2 Methodology -- 6.2.1 Study Area and Data -- 6.2.2 Standardized Precipitation Index (SPI) -- 6.2.3 Climate Indices -- 6.3 Results and Discussion -- 6.4 Conclusions -- References -- Chapter 7 Investigating the Relationship between the Temporal Distribution of Precipitation and Flow Shortness Volume over Lake Urmia Basin, Iran -- 7.1 Introduction -- 7.2 Methodology -- 7.2.1 Case Study -- 7.2.2 Precipitation Concentration Index (PCI) -- 7.2.3 Dryness Volume Shortage Index (DVSI) -- 7.2.3.1 Extracting the Flow Shortness Volume from Daily River Flow Rate -- 7.2.4 Trend Analysis -- 7.2.5 Sen's Slope Estimator -- 7.3 Results and Discussion -- 7.3.1 Results of Evaluation of the PCI Data in LUB -- 7.3.2 Results of Investigating DVSI in LUB -- 7.3.3 Trend Analysis of Flow Shortness Volume and PCI Values Using Hydrological Sub-Basin -- 7.4 Conclusions -- References -- Chapter 8 Long-Term Drought Study in Algeria Based on Meteorological Data -- 8.1 Introduction -- 8.2 Study Area Description -- 8.3 Materials and Methodology -- 8.4 Results and Discussion -- 8.5 Variation of Meteorological Parameters -- 8.5.1 Site-Dependent Annual Summaries of Meteorological Parameters -- 8.5.2 Site-Dependent Monthly Summaries of Meteorological Parameters -- 8.5.3 Annual Trends of Mean, Maximum, and Minimum Ambient Temperature -- 8.5.4 Annual Variability of Relative Humidity. , 8.5.5 Annual Total Precipitation Trends -- 8.5.6 Aridity Index -- 8.5.7 Annual Mean Wind Speed Trend Analysis -- 8.5.8 Atmospheric Pressure Variability -- 8.6 Conclusions -- References -- Chapter 9 Severe Droughts in India -- 9.1 Introduction -- 9.2 Data and Methodology -- 9.3 Droughts in the Indian Summer Monsoon -- 9.3.1 Hydrometeorological Variability -- 9.3.2 Variability of Large-Scale Circulation -- 9.4 Discussion and Conclusion -- References -- Chapter 10 Comparison of Bhalme-Mooley Drought Index with Standardized Precipitation Evapotranspiration Index: The Case of Okavango Delta, Botswana -- 10.1 Introduction -- 10.2 Materials and Methods -- 10.2.1 Data Description -- 10.2.2 Methods -- 10.2.2.1 Method for Computation of Standardized Precipitation Evapotranspiration Index (SPEI) -- 10.2.2.2 Method for Bhalme-Mooley Drought Index (BMDI) -- 10.3 Results of Analyses -- 10.3.1 Standardized Precipitation Evapotranspiration Index (SPEI) -- 10.3.2 Bhalme-Mooley Drought Index (BMDI) Analysis -- 10.3.3 Drought Map -- 10.3.4 Association between SPEI and BMDI -- 10.4 Discussion of Results -- 10.5 Conclusions -- Acknowledgments -- References -- Chapter 11 Analysis of Drought Using a Modified Version of the Standardized Precipitation Evapotranspiration Index -- 11.1 Introduction -- 11.2 Materials and Methods -- 11.2.1 Study Area -- 11.2.2 Trend Analysis -- 11.2.3 Standardized Precipitation Evapotranspiration Index (SPEI) -- 11.3 Results and Discussion -- 11.3.1 Results of Extraction of Di Values and Fitness with Statistical Distributions -- 11.4 Conclusions -- References -- Chapter 12 Evaluation of an Evapotranspiration Deficit-Based Drought Index and Its Impacts on Carbon Productivity in the Levant and Iraq -- 12.1 Introduction -- 12.1.1 Drought Definition and Characteristics -- 12.1.2 Drought Indices. , 12.1.3 Drought Impacts on Ecosystem Vegetation and Productivity.
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