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Climate Change - Extreme Events
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Climate Change - Extreme Events
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- 1 Climate Change - Extreme Events
- 2 W1L1_Climate Science Basics – Weather vs. Climate
- 3 W1L2_Introduction to Climate Change
- 4 W1L3_Introduction to Climate Extremes: Definitions, Types, and Global Impact
- 5 Week 1_Summary & Assignment
- 6 Week 1_Assignment Solution
- 7 W2L6_Heatwaves and Cold Spells: Causes, Impacts, and Trends
- 8 W2L7_Extreme Precipitation: Floods, Droughts, and Water Cycle Impacts
- 9 W2L8_Tropical Cyclones, Storms, and Associated Weather Events
- 10 W2L9_Week 2 Summary & Assignment
- 11 W2L10_Week 2 Assignment Solution
- 12 W3L11_Climate Data Sources and Observational Tools
- 13 W3L12_Data Collection and Preprocessing: Handling Gaps, Errors, and Temporal Biases
- 14 W3L13_Introduction to Climate Models: Types, Resolution, and Applications
- 15 W3L14_Week 3 Summary & Assignment
- 16 W3L15_Week 3 Assignment Solution
- 17 W4L16_Probability Distributions and Climate Data Analysis
- 18 W4L17_Introduction to Extreme Value Theory (EVT) and its Applications
- 19 W4L18_Analyzing Frequency and Intensity of Extreme Events
- 20 W4L19_Week 4 Summary & Assignment
- 21 W4L20_Week 4 Assignment Solution
- 22 W5L21_Time Series Analysis: Trends, Seasonality, Stationarity and Correlations
- 23 W5L22_Detection of Changes in Extreme Events: Statistical Techniques
- 24 W5L23_Attribution Studies: Linking Extremes to Anthropogenic Climate Change
- 25 W5L24_Week 5 Summary and Assignment
- 26 W5L25_Week 5 Assignment Solution
- 27 W6L26_Risk Assessment Frameworks for Extreme Events
- 28 W6L27_Calculating Return Periods for Rare Events
- 29 W6L28_Uncertainty Analysis in Climate Projections and Risk Assessments
- 30 W6L29_Week 6 Summary and Assignment
- 31 W6L30_Week 6 Assignment Solution
- 32 W7L31_The 2013 Uttarakhand and 2015 South India Floods
- 33 W7L32_The Millennium Drought of Australia
- 34 W7L33_The 2022 Heatwave Across Northern and Central India
- 35 W7L34_Week 7 Summary and Assignment
- 36 W7L35_Week 7 Assignment Solution
- 37 W8L36_Predictive Models for Climate Extremes: Statistical, and Machine Learning
- 38 W8L37_Building and Validating Statistical and ML-Based Models for Prediction
- 39 W8L38_Scenario Analysis and Projecting Future Extremes
- 40 W8L39_Week 8 Summary and Assignment
- 41 W8L40_Week 8 Assignment Solution
- 42 W9L41_Economic Costs of Extreme Events: Damage and Recovery
- 43 W9L42_Health and Social Impacts of Climate Extremes
- 44 W9L43_Vulnerability and Adaptation in Developing Regions
- 45 W9L44_Week 9 Summary and Assignment
- 46 W9L45_Week 9 Assignment Solution
- 47 W10L46_International Agreements and National Policies on Climate Change
- 48 W10L47_Risk Reduction Strategies and Community Resilience
- 49 W10L48_Adaptation Policies for Climate Extreme Events
- 50 W10L49_Week 10 Summary and Assignment
- 51 W10L50_Week 10 Assignment Solution
- 52 W11L51_Advances in Climate Extremes Research and Big Data Applications
- 53 W11L52_Remote Sensing and AI in Detections of Climate Extremes
- 54 W11L53_Role of Ecosystems in Mitigating Climate Extremes
- 55 W11L54_Week 11 Summary and Assignment
- 56 W11L55_Week 11 Assignment Solution
- 57 W12L56_Review of Statistical and Analytical Methods
- 58 W12L57_Integrated Case Study Project: Analyzing a Recent Extreme Event
- 59 W12L58_Course Wrap-Up and Discussion on Future Research Directions
