Crop Yield Estimation using Remote Sensing and GIS ArcGIS

سرفصل های دوره

Crop Yield Modelling, Crop identification, Crop type classification, Estimating wheat yield, NDVI, Agricultural GIS

1 - Introduction

1 - Introduction

2 - Do and do not

3 - Know your crop stage

4 - Software used

2 - Concept and Methodology

5 - Methodology concept

6 - Explore your study area

3 - Data selection and download

7 - Download crop data

8 - Download best satellite image for crop

9 - Procession of satellite image

10 - Separate required shapefile

11 - Cut study area

12 - Important understanding area and correcting image

4 - Crop classification

13 - Crop sampling

14 - Crop classification using ML tool in ArcGIS

15 - NDVI

16 - Crop area verification

5 - Model development and crop separation

17 - Separate crop NDVI

18 - Regression equation development

19 - Model development and yield calculation

6 - Post model yield calculation

20 - Calculate total area crop production

21 - Yield class specific area calculation

7 - Validation of Developed model on another area

22 - Validation Intro

23 - Cut new area

24 - NDVI of validation area

25 - Crop NDVI and running the model

26 - calculate accuracy of validation and yield estimates

8 - Survey discussion

27 - Survey discussion

9 - Congratulation and Next

28 - What is next

29 - Bonus Lecture.html

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تولید کننده: Udemy-Training