# Crop Modeling and Simulation for Agricultural Production Management (CMSAM)

- Institution: IIT Kharagpur
- Department: Agriculture
- Teacher: Prof. Dillip Kumar Swain
- Level: Undergraduate
- Language: English
- Subjects: Biology
- Source: [NPTEL](https://nptel.ac.in/courses/126105809)
- Licence: [CC BY-NC-SA](https://nptel.ac.in/faq) (Non-commercial use only.)
- Syllabus: [at the source](https://nptel.ac.in/courses/126105809)
- 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: Introduction to crop production system: Crop Production System and its Components, Objectives of crop production](https://invisiblenetwork.ai/learn/nptel/126105809/9fcfa019212e) (Video)
2. [Lecture 02: Production Situations, Crop classification and Agroclimatic Zon](https://invisiblenetwork.ai/learn/nptel/126105809/c5cf9eca1fa2) (Video)
3. [Lecture 03: Crop Ecosystem and Agro-Climatic Zones](https://invisiblenetwork.ai/learn/nptel/126105809/d4ecbc66b3bc) (Video)
4. [Lecture 04: Crop Growth and Development Phases for Input Management](https://invisiblenetwork.ai/learn/nptel/126105809/086bf4a49b36) (Video)
5. [Lecture 05: Crop Growth Factors and Growth Laws](https://invisiblenetwork.ai/learn/nptel/126105809/1f0693f3a4d8) (Video)
6. [Lecture 06: Effect of Climatic Factors on Crop Growth](https://invisiblenetwork.ai/learn/nptel/126105809/f32720793126) (Video)
7. [Lecture 07: Solar Radiation Interception Concept for Biomass Production](https://invisiblenetwork.ai/learn/nptel/126105809/4c9319d8024a) (Video)
8. [Lecture 08: Growing Degree Days Concept for Growth Duration and Yield Prediction](https://invisiblenetwork.ai/learn/nptel/126105809/a6457b7c2508) (Video)
9. [Lecture 09 : Introduction to Crop Modeling and Simulation](https://invisiblenetwork.ai/learn/nptel/126105809/1d404d6e0e01) (Video)
10. [Lecture 10 : Decision Support System (DSS) in Agricultural Production](https://invisiblenetwork.ai/learn/nptel/126105809/31a408ca7e58) (Video)
11. [Lecture 11 : Types of Crop Model](https://invisiblenetwork.ai/learn/nptel/126105809/7e368b5b89ca) (Video)
12. [Lecture 12 : Type of Experiment and Data Requirement in Crop Modeling](https://invisiblenetwork.ai/learn/nptel/126105809/ea1bbaf4c4aa) (Video)
13. [Lecture 13: Terminologies Used in Crop Modeling and Simulation](https://invisiblenetwork.ai/learn/nptel/126105809/76a1a51d0bd8) (Video)
14. [Lecture 14: Hierarchy of Models Used and Goals of Crop Modeling and Simulation](https://invisiblenetwork.ai/learn/nptel/126105809/328270a3c268) (Video)
15. [Lecture 15: Historical Chronology of Crop Yield Prediction System](https://invisiblenetwork.ai/learn/nptel/126105809/e16c7d15c631) (Video)
16. [Lecture 16: Crop System Model Development](https://invisiblenetwork.ai/learn/nptel/126105809/7f47f5abd381) (Video)
17. [Lecture 17: Crop Modeling Concepts and Compartment Model Symbols](https://invisiblenetwork.ai/learn/nptel/126105809/392cebb80889) (Video)
18. [Lecture 18: State Variables Working Principle](https://invisiblenetwork.ai/learn/nptel/126105809/ab9944fc852b) (Video)
19. [Lecture 19: State Variables Working Principle](https://invisiblenetwork.ai/learn/nptel/126105809/82908a256fcf) (Video)
20. [Lecture 20: Crop Systems Model For Different Production Situations](https://invisiblenetwork.ai/learn/nptel/126105809/9b194f9dd4cd) (Video)
21. [Lecture 21 : Potential Production Simulation Input Factors](https://invisiblenetwork.ai/learn/nptel/126105809/a3a360fcc7f1) (Video)
22. [Lecture 22 : Simulation Flow Chart with State and Rate Variables](https://invisiblenetwork.ai/learn/nptel/126105809/514ced027c45) (Video)
23. [Lecture 23 : Crop Biomass and Growth Rate Simulation](https://invisiblenetwork.ai/learn/nptel/126105809/9a79918cdf34) (Video)
24. [Lecture 24 : Crop Yield Simulation](https://invisiblenetwork.ai/learn/nptel/126105809/cb81959664ef) (Video)
25. [Lecture 25 : DSSAT Model Overview, Application and Crops Involved](https://invisiblenetwork.ai/learn/nptel/126105809/b5393290eb8d) (Video)
26. [Lecture 26: Modules in DSSAT](https://invisiblenetwork.ai/learn/nptel/126105809/a686cc321b83) (Video)
27. [Lecture 27: Description of CERES-Rice of DSSAT](https://invisiblenetwork.ai/learn/nptel/126105809/150b1733805c) (Video)
28. [Lecture 28: Biomass and Yield Simulation Process in CERES-Rice](https://invisiblenetwork.ai/learn/nptel/126105809/d020253c380e) (Video)
29. [Lecture 29: Description of CROP GRO of DSSAT](https://invisiblenetwork.ai/learn/nptel/126105809/8e6354d64db7) (Video)
30. [Lecture 30: Description of CROP GRO of DSSAT-II](https://invisiblenetwork.ai/learn/nptel/126105809/2c6114415bef) (Video)
31. [Lecture 31: Description of SUBSTOR of DSSAT](https://invisiblenetwork.ai/learn/nptel/126105809/d75758fc986e) (Video)
32. [Lecture 32: Description of SUBSTOR of DSSAT-II](https://invisiblenetwork.ai/learn/nptel/126105809/f39bda38a5fc) (Video)
33. [Lecture 33: File system of DSSAT: Input file, File naming, and Input data](https://invisiblenetwork.ai/learn/nptel/126105809/71d626d8d3e8) (Video)
34. [Lecture 34: Statistical technique for model calibration and validation](https://invisiblenetwork.ai/learn/nptel/126105809/354ef1366d64) (Video)
35. [Lecture 35 : Model Application for Agricultural Risk Management and Uncertainty Analysis - I](https://invisiblenetwork.ai/learn/nptel/126105809/9d7462c1924c) (Video)
36. [Lecture 36 : Model Application for Agricultural Risk Management and Uncertainty Analysis-II](https://invisiblenetwork.ai/learn/nptel/126105809/45a7273b46d8) (Video)
37. [Lecture 37 : Climate Risk Management (CRM) Tools-I](https://invisiblenetwork.ai/learn/nptel/126105809/4fd2de78765a) (Video)
38. [Lecture 38 : Climate Risk management (CRM) Tools-II](https://invisiblenetwork.ai/learn/nptel/126105809/a9635c79661a) (Video)
39. [Lecture 39 : Climate Risk management (CRM) Tools-III](https://invisiblenetwork.ai/learn/nptel/126105809/815744fba05e) (Video)
40. [Lecture 40 : Climate Risk management (CRM) Tools-IV](https://invisiblenetwork.ai/learn/nptel/126105809/f4f0a91dcf60) (Video)
41. [Lecture 41: Crop Modeling Support for Agro-advisory and Insurance Schemes](https://invisiblenetwork.ai/learn/nptel/126105809/ef372b187a1c) (Video)
42. [Lecture 42: Hands on DSSAT: Experimental and Management Data Inputs](https://invisiblenetwork.ai/learn/nptel/126105809/80f9a9413208) (Video)
43. [Lecture 43: Hands on DSSAT: Experimental and Management Data Inputs](https://invisiblenetwork.ai/learn/nptel/126105809/92ca22512c76) (Video)
44. [Lecture 44: Hands on DSSAT: Soil Data Inputs](https://invisiblenetwork.ai/learn/nptel/126105809/bffa91b5e4da) (Video)
45. [Lecture 45: Hands on DSSAT: Weather Data Inputs-I](https://invisiblenetwork.ai/learn/nptel/126105809/f97b9b3c4585) (Video)
46. [Lecture 46: Hands on DSSAT: Weather Data Inputs-II](https://invisiblenetwork.ai/learn/nptel/126105809/76f2291ab76b) (Video)
47. [Lecture 47: Hands on DSSAT: Model Performance and Genotype Coefficient of CERES-Rice](https://invisiblenetwork.ai/learn/nptel/126105809/d9b55dadc8ce) (Video)
48. [Lecture 48: Hands on DSSAT: Experimental and Management Data Inputs of SUBSTOR-Potato](https://invisiblenetwork.ai/learn/nptel/126105809/33d0a11bc8ff) (Video)
49. [Lecture 49: Hands on Exercises: Rice Yield Simulation for Varying Inputs (Soil and Nutrients)](https://invisiblenetwork.ai/learn/nptel/126105809/f527400f3dae) (Video)
50. [Lecture 50: Hands on Exercises: Rice yield simulation for varying inputs (Weather and water management)](https://invisiblenetwork.ai/learn/nptel/126105809/5e0fe71381e8) (Video)
51. [Lecture 51: Hands on Exercises: Potato Yield simulation for varying inputs (Weather and water management)](https://invisiblenetwork.ai/learn/nptel/126105809/afac898599a8) (Video)
52. [Lecture 52: Hands on Exercises: Effect of elevated CO2 and temperature on rice production](https://invisiblenetwork.ai/learn/nptel/126105809/07ff8ebe5c83) (Video)
53. [Lecture 53: Hands on Exercises: Effect of elevated CO2 and temperature on potato production](https://invisiblenetwork.ai/learn/nptel/126105809/4e162c40bcbc) (Video)
54. [Lecture 54: Hands on Exercises: Identification of temperature stress sensitive crop growth phases](https://invisiblenetwork.ai/learn/nptel/126105809/88410d5e0f19) (Video)
55. [Lecture 55: Hands on Exercises: Climatic risk assessment on crop yield](https://invisiblenetwork.ai/learn/nptel/126105809/0941e4b774d1) (Video)
56. [Lecture 56: Application of Crop Modeling for Management Decision (Input Management and Climate Risk Management)](https://invisiblenetwork.ai/learn/nptel/126105809/de586a71330d) (Video)
57. [Lecture 57: Errors in Simulation Exercises](https://invisiblenetwork.ai/learn/nptel/126105809/f93d27e3295f) (Video)
58. [Lecture 58: Hands on Exercises (Assignment Group -A): Climate risk assessment on rice production](https://invisiblenetwork.ai/learn/nptel/126105809/6e04789e5d7e) (Video)
59. [Lecture 59: Hands on Exercises (Assignment Group -B): Optimum planting time for potato production](https://invisiblenetwork.ai/learn/nptel/126105809/b9880d285744) (Video)
60. [Lecture 60: Hands on Exercises (Assignment Group –C): Elevated CO2 and temperature effects on rice production](https://invisiblenetwork.ai/learn/nptel/126105809/64cc2706fe87) (Video)