# Microwave Remote Sensing in Hydrology

- Institution: IIT Bombay
- Department: Civil Engineering
- Teacher: Prof. J. Indu
- Level: Undergraduate
- Language: English
- Subjects: Engineering
- Source: [NPTEL](https://nptel.ac.in/courses/105101213)
- Licence: [CC BY-NC-SA](https://nptel.ac.in/faq) (Non-commercial use only.)
- Syllabus: [at the source](https://nptel.ac.in/courses/105101213)
- Who can watch: Tweens profiles and older (sources give no ratings; placed by Invisible Network from the source's own words)

## Lectures

1. [Lecture 01: Syllabus](https://invisiblenetwork.ai/learn/nptel/105101213/1f71b86e6e93) (Video)
2. [M1L1: History Of Microwave Remote Sensing](https://invisiblenetwork.ai/learn/nptel/105101213/98bb1dad038c) (Video)
3. [M1L2: Overview Of Active And Passive Microwave Remote Sensing](https://invisiblenetwork.ai/learn/nptel/105101213/8b46058a8c8c) (Video)
4. [M1L3: Fundamentals Laws Of Remote Sensing](https://invisiblenetwork.ai/learn/nptel/105101213/5969d3c60642) (Video)
5. [Tutorial 01: Python Programming From Beginner Perspective](https://invisiblenetwork.ai/learn/nptel/105101213/7e050b40a1e5) (Video)
6. [M1L4: Scattering Of Microwaves](https://invisiblenetwork.ai/learn/nptel/105101213/d28aade8db05) (Video)
7. [M2L1: Synthetic Aperture Radars - Basics](https://invisiblenetwork.ai/learn/nptel/105101213/1c10d16008c6) (Video)
8. [M2L2: Sar Image Processing - Fundamental Terminologies](https://invisiblenetwork.ai/learn/nptel/105101213/099248ab0e4a) (Video)
9. [M2L3: Working With Sar Imagery](https://invisiblenetwork.ai/learn/nptel/105101213/e30631abd418) (Video)
10. [M2L4: Understanding Radar Equation](https://invisiblenetwork.ai/learn/nptel/105101213/256caec0a251) (Video)
11. [Tutorial 02 : Exploring Alos Palsar Data In Python](https://invisiblenetwork.ai/learn/nptel/105101213/6029ffa68d02) (Video)
12. [M2L5: Understanding Radar Imagery](https://invisiblenetwork.ai/learn/nptel/105101213/c176d57e0efa) (Video)
13. [Tutorial 03: Introduction To SNAP](https://invisiblenetwork.ai/learn/nptel/105101213/544a17524d27) (Video)
14. [M2L6: Doppler Shift](https://invisiblenetwork.ai/learn/nptel/105101213/a12aaaeca383) (Video)
15. [M2L7: Speckle](https://invisiblenetwork.ai/learn/nptel/105101213/26b5a4af0497) (Video)
16. [M2L8: Speckle- How To Handle](https://invisiblenetwork.ai/learn/nptel/105101213/da5288b98fe1) (Video)
17. [Tutorial 04 Part 01: Plotting In 1 D Using Python](https://invisiblenetwork.ai/learn/nptel/105101213/a62f6e231511) (Video)
18. [Tutorial 04 Part 02: Plotting In 2 D Using Python](https://invisiblenetwork.ai/learn/nptel/105101213/1cf6ce6db778) (Video)
19. [Tutorial 04 Part 03: Statistics Using Python](https://invisiblenetwork.ai/learn/nptel/105101213/2e98982bf515) (Video)
20. [Tutorial 04 Part 04: Hypothesis Tesing Using Python](https://invisiblenetwork.ai/learn/nptel/105101213/4a73dc0cc309) (Video)
21. [M2L9: Sar Image Pre Processing](https://invisiblenetwork.ai/learn/nptel/105101213/a2c9defc99cf) (Video)
22. [M2L10: Sar Image Texture](https://invisiblenetwork.ai/learn/nptel/105101213/bd57a5e5ab52) (Video)
23. [M2L11: Texture For Image Classification](https://invisiblenetwork.ai/learn/nptel/105101213/c87bacab6ac7) (Video)
24. [M2L12: Polarization](https://invisiblenetwork.ai/learn/nptel/105101213/0904dcffc8df) (Video)
25. [Tutorial 05 Part 01: Speckle Filtering Using Python](https://invisiblenetwork.ai/learn/nptel/105101213/5de8076a75c4) (Video)
26. [Tutorial 05 Part 02: Speckle Filtering Using Python Using Gaussian Filter](https://invisiblenetwork.ai/learn/nptel/105101213/18541409233e) (Video)
27. [M2NU1: Numerical On Radar Remote Sensing](https://invisiblenetwork.ai/learn/nptel/105101213/391394f68539) (Video)
28. [M2NU2: Numerical On Radar Remote Sensing](https://invisiblenetwork.ai/learn/nptel/105101213/dba72b493932) (Video)
29. [M3L1: Image Classification - Basics](https://invisiblenetwork.ai/learn/nptel/105101213/509858d6070c) (Video)
30. [M3L2: Supervised Classification](https://invisiblenetwork.ai/learn/nptel/105101213/512689993de3) (Video)
31. [M3L3: Maximum Likelihood Classification](https://invisiblenetwork.ai/learn/nptel/105101213/9e58ccb3d2d4) (Video)
32. [Tutorial 06 Part 01: Sar Image Pre-processing](https://invisiblenetwork.ai/learn/nptel/105101213/0253a662484f) (Video)
33. [Tutorial 06 Part 02: Maximum Likelihood Classification In Snap](https://invisiblenetwork.ai/learn/nptel/105101213/458afe7f62f0) (Video)
34. [M3L4: Unsupervised Classification And Accuracy Assessment](https://invisiblenetwork.ai/learn/nptel/105101213/a464ce6f2f83) (Video)
35. [M3L5: Fuzzy Classification](https://invisiblenetwork.ai/learn/nptel/105101213/9863915629e8) (Video)
36. [Tutorial 07 Part 01: Working With Grace Data In Python](https://invisiblenetwork.ai/learn/nptel/105101213/1386895aa5a1) (Video)
37. [Tutorial 07 Part 02: Altimetry Data In Python](https://invisiblenetwork.ai/learn/nptel/105101213/f86ae856a6bd) (Video)
38. [Tutorial 07 Part 03: Swot Mission For Altimetry](https://invisiblenetwork.ai/learn/nptel/105101213/c5b2506d5425) (Video)
39. [M4L1: Radars In Hydrology](https://invisiblenetwork.ai/learn/nptel/105101213/2b5d30971269) (Video)
40. [M4L2: Applications Of Radar Remote Sensing In Hydrology](https://invisiblenetwork.ai/learn/nptel/105101213/5c546f5fc75f) (Video)
41. [M4L3: Doppler Weather Radar](https://invisiblenetwork.ai/learn/nptel/105101213/9879c9320525) (Video)
42. [Tutorial 08 Part01: Doppler Weather Radar Data Visualization And Precipitation Estimation](https://invisiblenetwork.ai/learn/nptel/105101213/d30f02605657) (Video)
43. [Tutorial 08 Part 02: Doppler Weather Radar Data Visualization And Precipitation Estimation](https://invisiblenetwork.ai/learn/nptel/105101213/b00797b3c3bf) (Video)
44. [M4L4: Radar Altimetry](https://invisiblenetwork.ai/learn/nptel/105101213/f71335a2059a) (Video)
45. [M4L5: Measuring Soil Moisture And Terrestrial Water Storage Using Radar Remote Sensing](https://invisiblenetwork.ai/learn/nptel/105101213/420f551d191e) (Video)
46. [Tutorial 09: Handling Passive Microwave Obsevations](https://invisiblenetwork.ai/learn/nptel/105101213/a5865992b78b) (Video)
47. [M5L1: Fundamentals Of Passive Microwave Remote Sensing - Part 1](https://invisiblenetwork.ai/learn/nptel/105101213/3eb6fd1c6f9d) (Video)
48. [M5L2: Fundamentals Of Passive Microwave Remote Sensing - Part 2](https://invisiblenetwork.ai/learn/nptel/105101213/ad67395c8394) (Video)
49. [M5L3: Applications Of Passive Microwave Remote Sensing In Hydrology](https://invisiblenetwork.ai/learn/nptel/105101213/47554707ecb5) (Video)
50. [M5L4: Passive Microwave Radiometers And Their Applications](https://invisiblenetwork.ai/learn/nptel/105101213/dc21f16c42d0) (Video)
51. [Tutorial 10: Processing Satellite Precipitation Data Using Python](https://invisiblenetwork.ai/learn/nptel/105101213/8947151dfc38) (Video)
52. [M6L1: Introduction To The Basics Of Sar Intereferometry](https://invisiblenetwork.ai/learn/nptel/105101213/46d90d083003) (Video)
53. [M6L2: Sar Interferometry (Insar) And Applications](https://invisiblenetwork.ai/learn/nptel/105101213/e67967c29420) (Video)
54. [M6L3: Introduction To Other Modes Of Sar Interferometry And Applications - DInSAR, PSInSAR and DEM's](https://invisiblenetwork.ai/learn/nptel/105101213/0c201b22e226) (Video)
55. [Tutorial 11: Sar Interferometry Processing Using Snaphu](https://invisiblenetwork.ai/learn/nptel/105101213/5a32c418ca8e) (Video)
56. [Tutorial 12 Part 1: Hydrologic Modelling Using Microwave Remote Sensing](https://invisiblenetwork.ai/learn/nptel/105101213/89dc7ac2c38b) (Video)
57. [Tutorial 12 Part 2: Introduction To Swat+ Hydrological Model](https://invisiblenetwork.ai/learn/nptel/105101213/4e26c3cf3fd4) (Video)
58. [Tutorial 12 Part 3 : Introductory Tutorial On Vic Hydrological Model](https://invisiblenetwork.ai/learn/nptel/105101213/249bd249a5cb) (Video)
59. [Live Session 21-04-2022](https://invisiblenetwork.ai/learn/nptel/105101213/1f71b86e6e93-2) (Video)