IDENTIFICATION AND SUPPLY CHAIN MANAGEMENT OF MEDICINAL PLANTS USING IMAGE PROCESSING AND MACHINE LEARNING ALGORITHM

International Journal of Computer Science (IJCS) Published by SK Research Group of Companies (SKRGC)

Abstract

As the fourth industrial revolution continues, technology is advancing at a dizzying rate. The agricultural industry has shown to be one of the most notable and effective users of this. The use of fertilizer for different crops and even the most fundamental water sprinkler system have both been significantly altered by developments in areas such as artificial intelligence and the internet of things. Heavy rainfall is a major problem that needs fixing since it damages crop productivity and soil yield and causes farmers a lot of emotional and mental pain. Nowadays, the planted crops are damaged by the excessive rain that falls throughout the rainy seasons. Protecting crops from flooding and preserving rainwater is the overarching goal of this initiative. For the automatic roof to function, a rain sensor is required. Using this technology, the entire field is covered by an auto roof, which protects the crops. Any time it starts to rain, the rain sensor will go into action. Thus, the sensor will alert the controller, which will then signal the DC motor to open the roof automatically, as long as the sensor is turned on. The roof is designed to open automatically in this project when both sensors are turned on. Improving protection performance and avoiding losses due to atmosphere is our primary goal in developing this technology. Its primary use is to monitor the weather for signs of extreme heat and precipitation. Indirectly increasing agricultural output, this covering prevents damage to the crop.

References

1. Deepika Vodnala, "Automatic Crop Protection from Heavy Rainfall and Preserving Rain Water", International Journal of Advanced Science and Technology, 2020.
2. B M Sushmitha, et al., "PROTECTION OF CROP AND PROPER USAGE OF RAIN WATER USING WIRELESS SENSOR NETWORK", International Journal of Advance Research and Innovative Ideas in Education, 2020.
3. T. Srinivas Kalyan, et al., "Automatic Crop Protection from Heavy Rainfall and Preserving Rain Water", International Journal of Advanced Science and Technology, 2020.
4. Anjana M, et al., "IOT in Agricultural Crop Protection and Power Generation", International Journal of Engineering Research, DOI:10.17577/IJERTV9IS050208, 2020.
5. Jiangying Guo, et al., "The Impact of Heavy Rainfall Variability on Fertilizer Application Rates: Evidence from Maize Farmers in China", Int J Environ Res Public Health, doi: 10.3390/ijerph192315906, 2022.
6. Hailu Regassa Bedane, et al., "The impact of rainfall variability and crop production on vertisols in the central highlands of Ethiopia", Environmental Systems Research, https://doi.org/10.1186/s40068-022-00275-3, 2022.
7. Mr.G.L.Borhade, et al., "AUTOMATIC RAIN WATERAND CROP SAVING SYSTEM", International Research Journal of Engineering and Technology, 2021.
8. Rohit Dixit, et al., "Design of Cultivated Crop Protection System Using Embedded System", International Advanced Research Journal in Science, Engineering and Technology, DOI: 10.17148/IARJSET.2021.8813, 2021.
9. P Vanajakshi, et al., "Smart Farming Using IoT: Crop Protection", International Journal of Scientific Research in Science, Engineering and Technology, 2021.
10. Evangelos Anastasiou, et al., "Precision farming technologies for crop protection: A meta-analysis", Smart Agricultural          Technology,https://doi.org/10.1016/j.atech.2023.100323, 2023.
11. T.Jaswanth Yadav, et al., "Automatic Roof for Crop/Seed Protection from Rains", IEEE 3rd International Conference on Technology, Engineering, Management for Societal impact using Marketing, Entrepreneurship and Talent, DOI: 10.1109/TEMSMET56707.2023.10150139, 2023.
12. Gudise Varsha, et al., "Automatic Rain Alert and Protection System for Harvested Crops using IoT", 8th International Conference on Communication and Electronics Systems, DOI: 10.1109/ICCES57224.2023.10192781, 2023.
13. Prof. Gade Somnath. A, et al., "Automatic Crop Protection from Rain Fall Using IOT and IBM Cloud", International
14. Journal of Advanced Research in Science, Communication and Technology, DOI:10.48175/IJARSCT-14269, 2023.
15. Sathvik, et al., "Automatic Harvested Crop Protection System with GSM and Rain Detector", INTERNATIONAL JOURNAL OF ENGINEERING RESEARCH        &         TECHNOLOGY, DOI:10.17577/IJERTCONV6IS15099, 2019.

Keywords

Crop Protection, Heavy Rainfall, Internet of Things, IoT, Smart Sensors