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Course12610580960 lectures

Crop Modeling and Simulation for Agricultural Production Management (CMSAM)

Prof. Dillip Kumar Swain · IIT Kharagpur

Start with lecture 1 At NPTEL

Lectures

Week 1

  1. Lecture 01: Introduction to crop production system: Crop Production System and its Components, Objectives of crop production Video
  2. Lecture 02: Production Situations, Crop classification and Agroclimatic Zon Video
  3. Lecture 03: Crop Ecosystem and Agro-Climatic Zones Video
  4. Lecture 04: Crop Growth and Development Phases for Input Management Video

Week 2

  1. Lecture 05: Crop Growth Factors and Growth Laws Video
  2. Lecture 06: Effect of Climatic Factors on Crop Growth Video
  3. Lecture 07: Solar Radiation Interception Concept for Biomass Production Video
  4. Lecture 08: Growing Degree Days Concept for Growth Duration and Yield Prediction Video

Week 3

  1. Lecture 09 : Introduction to Crop Modeling and Simulation Video
  2. Lecture 10 : Decision Support System (DSS) in Agricultural Production Video
  3. Lecture 11 : Types of Crop Model Video
  4. Lecture 12 : Type of Experiment and Data Requirement in Crop Modeling Video

Week 4

  1. Lecture 13: Terminologies Used in Crop Modeling and Simulation Video
  2. Lecture 14: Hierarchy of Models Used and Goals of Crop Modeling and Simulation Video
  3. Lecture 15: Historical Chronology of Crop Yield Prediction System Video
  4. Lecture 16: Crop System Model Development Video

Week 5

  1. Lecture 17: Crop Modeling Concepts and Compartment Model Symbols Video
  2. Lecture 18: State Variables Working Principle Video
  3. Lecture 19: State Variables Working Principle Video
  4. Lecture 20: Crop Systems Model For Different Production Situations Video

Week 6

  1. Lecture 21 : Potential Production Simulation Input Factors Video
  2. Lecture 22 : Simulation Flow Chart with State and Rate Variables Video
  3. Lecture 23 : Crop Biomass and Growth Rate Simulation Video
  4. Lecture 24 : Crop Yield Simulation Video
  5. Lecture 25 : DSSAT Model Overview, Application and Crops Involved Video

Week 7

  1. Lecture 26: Modules in DSSAT Video
  2. Lecture 27: Description of CERES-Rice of DSSAT Video
  3. Lecture 28: Biomass and Yield Simulation Process in CERES-Rice Video

Week 8

  1. Lecture 29: Description of CROP GRO of DSSAT Video
  2. Lecture 30: Description of CROP GRO of DSSAT-II Video
  3. Lecture 31: Description of SUBSTOR of DSSAT Video
  4. Lecture 32: Description of SUBSTOR of DSSAT-II Video
  5. Lecture 33: File system of DSSAT: Input file, File naming, and Input data Video
  6. Lecture 34: Statistical technique for model calibration and validation Video

Week 9

  1. Lecture 35 : Model Application for Agricultural Risk Management and Uncertainty Analysis - I Video
  2. Lecture 36 : Model Application for Agricultural Risk Management and Uncertainty Analysis-II Video
  3. Lecture 37 : Climate Risk Management (CRM) Tools-I Video
  4. Lecture 38 : Climate Risk management (CRM) Tools-II Video
  5. Lecture 39 : Climate Risk management (CRM) Tools-III Video
  6. Lecture 40 : Climate Risk management (CRM) Tools-IV Video

Week 10

  1. Lecture 41: Crop Modeling Support for Agro-advisory and Insurance Schemes Video
  2. Lecture 42: Hands on DSSAT: Experimental and Management Data Inputs Video
  3. Lecture 43: Hands on DSSAT: Experimental and Management Data Inputs Video
  4. Lecture 44: Hands on DSSAT: Soil Data Inputs Video
  5. Lecture 45: Hands on DSSAT: Weather Data Inputs-I Video
  6. Lecture 46: Hands on DSSAT: Weather Data Inputs-II Video
  7. Lecture 47: Hands on DSSAT: Model Performance and Genotype Coefficient of CERES-Rice Video
  8. Lecture 48: Hands on DSSAT: Experimental and Management Data Inputs of SUBSTOR-Potato Video
  9. Lecture 49: Hands on Exercises: Rice Yield Simulation for Varying Inputs (Soil and Nutrients) Video

Week 11

  1. Lecture 50: Hands on Exercises: Rice yield simulation for varying inputs (Weather and water management) Video
  2. Lecture 51: Hands on Exercises: Potato Yield simulation for varying inputs (Weather and water management) Video
  3. Lecture 52: Hands on Exercises: Effect of elevated CO2 and temperature on rice production Video
  4. Lecture 53: Hands on Exercises: Effect of elevated CO2 and temperature on potato production Video
  5. Lecture 54: Hands on Exercises: Identification of temperature stress sensitive crop growth phases Video
  6. Lecture 55: Hands on Exercises: Climatic risk assessment on crop yield Video

Week 12

  1. Lecture 56: Application of Crop Modeling for Management Decision (Input Management and Climate Risk Management) Video
  2. Lecture 57: Errors in Simulation Exercises Video
  3. Lecture 58: Hands on Exercises (Assignment Group -A): Climate risk assessment on rice production Video
  4. Lecture 59: Hands on Exercises (Assignment Group -B): Optimum planting time for potato production Video
  5. Lecture 60: Hands on Exercises (Assignment Group –C): Elevated CO2 and temperature effects on rice production Video

Syllabus and materials

At NPTEL, as the course publishes them.

Credits and licence

Institution
IIT Kharagpur
Department
Agriculture
Teacher
Prof. Dillip Kumar Swain
Level
Undergraduate
Language
English
Subjects
Biology
Source
NPTEL
Licence
CC BY-NC-SA, as NPTEL states it. Non-commercial use only. NPTEL's terms
Attribution
NPTEL states: "Distributed under Creative Commons Attribution-ShareAlike / CC BY - NC - SA", beside a BY-NC-SA badge.
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