Irrigation Scheduling Method Recommendation App

This FREE AI-powered irrigation scheduling method recommendation app personalizes the irrigation scheduling method category to your farm's location! 

The developed AI model has an accuracy of 85%, and the dataset consists of over 300 papers from all over the world. 

This tool also links you to related papers that have experimented with irrigation scheduling in your area, which can be used to verify the paper that the AI model used to generate the recommendation!

Steps:

1. Click on the button above on to open the app in a new tab. A preview is also shown below.

2. Please feel free to click on the (i) icons if you'd like to see how to calculate your latitude, longitude, altitude, or find out what your soil type is.

3. Choose one of the AI models - XGBoost is recommended because it achieved the highest accuracy.

4. Click Get Irrigation Recommendation.

5. Feel free to look through the different dropdowns to learn more about the 1st and 2nd most recommended irrigation scheduling method categories

6. In the dropdown of Most Related Research Paper in Dataset, you will be able to access the closest research paper in our dataset to your farm and see which irrigation scheduling method parameters they used that were most effective.

• An LLM has been used to convert the papers' contents into a readable bullet-point format with the irrigation experiment specifications.

**DISCLAIMER: this feature is still under development and mostly serves as a way for you to double-check AI recommendations if you would like to**

*All codes and dataset backing this app is free to access by the public on GitHub.