# Climate Change - Extreme Events

- Institution: IISER Bhopal
- Department: Civil Engineering
- Teacher: Prof. Somil Swarnkar
- Level: Undergraduate
- Language: English
- Subjects: Engineering
- Source: [NPTEL](https://nptel.ac.in/courses/105106707)
- Licence: [CC BY-NC-SA](https://nptel.ac.in/faq) (Non-commercial use only.)
- Syllabus: [at the source](https://nptel.ac.in/courses/105106707)
- Who can watch: Tweens profiles and older (sources give no ratings; placed by Invisible Network from the source's own words)

## Lectures

1. [Climate Science Basics – Weather vs. Climate](https://invisiblenetwork.ai/learn/nptel/105106707/cd99596813a0) (YouTube)
2. [Introduction to Climate Change](https://invisiblenetwork.ai/learn/nptel/105106707/81fbebf0f275) (YouTube)
3. [Introduction to Climate Extremes: Definitions, Types, and Global Impact](https://invisiblenetwork.ai/learn/nptel/105106707/c184a42e65c7) (YouTube)
4. [Week 1 Summary & Assignment](https://invisiblenetwork.ai/learn/nptel/105106707/8d831b4e1618) (YouTube)
5. [Heatwaves and Cold Spells: Causes, Impacts, and Trends](https://invisiblenetwork.ai/learn/nptel/105106707/3d7694d9f787) (YouTube)
6. [Extreme Precipitation: Floods, Droughts, and Water Cycle Impacts](https://invisiblenetwork.ai/learn/nptel/105106707/7e600b33ff5c) (YouTube)
7. [Tropical Cyclones, Storms, and Associated Weather Events](https://invisiblenetwork.ai/learn/nptel/105106707/600b7b6ca0e7) (YouTube)
8. [Week 2 Summary & Assignment](https://invisiblenetwork.ai/learn/nptel/105106707/65a1aab5d1df) (YouTube)
9. [Climate Data Sources and Observational Tools](https://invisiblenetwork.ai/learn/nptel/105106707/e22950f9b743) (YouTube)
10. [Data Collection and Preprocessing: Handling Gaps, Errors, and Temporal Biases](https://invisiblenetwork.ai/learn/nptel/105106707/2b03419fb614) (YouTube)
11. [Introduction to Climate Models: Types, Resolution, and Applications](https://invisiblenetwork.ai/learn/nptel/105106707/d34072530cd2) (YouTube)
12. [Week 3 Summary & Assignment](https://invisiblenetwork.ai/learn/nptel/105106707/387e0acfd93e) (YouTube)
13. [Probability Distributions and Climate Data Analysis](https://invisiblenetwork.ai/learn/nptel/105106707/dd85400d2521) (YouTube)
14. [Introduction to Extreme Value Theory (EVT) and its Applications](https://invisiblenetwork.ai/learn/nptel/105106707/302d28e5f1e6) (YouTube)
15. [Analyzing Frequency and Intensity of Extreme Events](https://invisiblenetwork.ai/learn/nptel/105106707/ff08883c7952) (YouTube)
16. [Week 4 Summary & Assignment](https://invisiblenetwork.ai/learn/nptel/105106707/470dabc6559b) (YouTube)
17. [Time Series Analysis: Trends, Seasonality, Stationarity and Correlations](https://invisiblenetwork.ai/learn/nptel/105106707/193f2266fbb2) (YouTube)
18. [Detection of Changes in Extreme Events: Statistical Techniques](https://invisiblenetwork.ai/learn/nptel/105106707/b013bb4834f5) (YouTube)
19. [Attribution Studies: Linking Extremes to Anthropogenic Climate Change](https://invisiblenetwork.ai/learn/nptel/105106707/6f811d507935) (YouTube)
20. [Week 5 Summary and Assignment](https://invisiblenetwork.ai/learn/nptel/105106707/57a7551cac3d) (YouTube)
21. [Risk Assessment Frameworks for Extreme Events](https://invisiblenetwork.ai/learn/nptel/105106707/1f3df412fc78) (YouTube)
22. [Calculating Return Periods for Rare Events](https://invisiblenetwork.ai/learn/nptel/105106707/627a578dbe6b) (YouTube)
23. [Uncertainty Analysis in Climate Projections and Risk Assessments](https://invisiblenetwork.ai/learn/nptel/105106707/1007d6931576) (YouTube)
24. [Week 6 Summary and Assignment](https://invisiblenetwork.ai/learn/nptel/105106707/728ff3641214) (YouTube)
25. [The 2013 Uttarakhand and 2015 South India Floods](https://invisiblenetwork.ai/learn/nptel/105106707/b571c85cff42) (YouTube)
26. [The Millennium Drought of Australia](https://invisiblenetwork.ai/learn/nptel/105106707/00b10fdcc117) (YouTube)
27. [The 2022 Heatwave Across Northern and Central India](https://invisiblenetwork.ai/learn/nptel/105106707/6d435bd2f828) (YouTube)
28. [Week 7 Summary and Assignment](https://invisiblenetwork.ai/learn/nptel/105106707/3a18a7ab998b) (YouTube)
29. [Predictive Models for Climate Extremes: Statistical, and Machine Learning](https://invisiblenetwork.ai/learn/nptel/105106707/143e0a7592cb) (YouTube)
30. [Building and Validating Statistical and ML-Based Models for Prediction](https://invisiblenetwork.ai/learn/nptel/105106707/1a84848586f7) (YouTube)
31. [Scenario Analysis and Projecting Future Extremes](https://invisiblenetwork.ai/learn/nptel/105106707/28e580c329a6) (YouTube)
32. [Week 8 Summary and Assignment](https://invisiblenetwork.ai/learn/nptel/105106707/3844c2b3b128) (YouTube)
33. [Economic Costs of Extreme Events: Damage and Recovery](https://invisiblenetwork.ai/learn/nptel/105106707/c77e1aca1557) (YouTube)
34. [Health and Social Impacts of Climate Extremes](https://invisiblenetwork.ai/learn/nptel/105106707/eba6ae1f6bb2) (YouTube)
35. [Vulnerability and Adaptation in Developing Regions](https://invisiblenetwork.ai/learn/nptel/105106707/01b8c393ce57) (YouTube)
36. [Week 9 Summary and Assignment](https://invisiblenetwork.ai/learn/nptel/105106707/25f90727b9f1) (YouTube)
37. [International Agreements and National Policies on Climate Change](https://invisiblenetwork.ai/learn/nptel/105106707/4fe765769104) (YouTube)
38. [Risk Reduction Strategies and Community Resilience](https://invisiblenetwork.ai/learn/nptel/105106707/d34620bff969) (YouTube)
39. [Adaptation Policies for Climate Extreme Events](https://invisiblenetwork.ai/learn/nptel/105106707/6a0f57d807c4) (YouTube)
40. [Week 10 Summary and Assignment](https://invisiblenetwork.ai/learn/nptel/105106707/7784b85f568a) (YouTube)
41. [Advances in Climate Extremes Research and Big Data Applications](https://invisiblenetwork.ai/learn/nptel/105106707/a00e0ecccccb) (YouTube)
42. [Remote Sensing and AI in Detections of Climate Extremes](https://invisiblenetwork.ai/learn/nptel/105106707/b15ea65711cc) (YouTube)
43. [Role of Ecosystems in Mitigating Climate Extremes](https://invisiblenetwork.ai/learn/nptel/105106707/d73cadf0d1a5) (YouTube)
44. [Week 11 Summary and Assignment](https://invisiblenetwork.ai/learn/nptel/105106707/0a74b056c8b1) (YouTube)
45. [Review of Statistical and Analytical Methods](https://invisiblenetwork.ai/learn/nptel/105106707/c5e30b5c9852) (YouTube)
46. [Integrated Case Study Project: Analyzing a Recent Extreme Event](https://invisiblenetwork.ai/learn/nptel/105106707/1a2ecf3e4597) (YouTube)
47. [Course Wrap-Up and Discussion on Future Research Directions](https://invisiblenetwork.ai/learn/nptel/105106707/815121b9595a) (YouTube)