• Dr. K.Satya Sandeep
• Dr.G.Rajesh Chandra
• Kandru Jhansi Manasa
• Pidathala Gayathri
• Komali Sule, Tejasri Soupati, Gogu Jyothi

Precision farming is a method of farming that improves the use of water, nutrients, and insect control by applying machine learning and multilinear regression. This technology provides useful insights by utilizing data from several sources, including weather stations, soil sensors, and satellite photography. With 99.3% accuracy, an Internet with Things-driven fertilizer recommendation system suggests the best manure usage based on real-time sensor data. This increases crop yields while lowering food turbulence and improving food security. The complex algorithms of the system lead to increased agricultural efficiency and effectiveness. Precision farming has come quite a long way, but there are still many obstacles to overcome, especially in nations that are developing. High-tech solutions can be costly and need complex infrastructure, which may not be easily accessible or reasonably priced in these areas. That's why smallholder farmers need a comprehensive approach that blends high-tech and low-tech devices with precision farming to make it easier and more approachable. Low-tech tools could be traditional knowledge and practices modified for the local climate, while medium-tech options could include inexpensive soil testing kits and mobile-based advising services. Developing nations can enhance manufacture and sustainability by gradually implementing superior precision agriculture technologies through the combination of various technologies.

Machine learning, Multilinear regression, Agriculture, Optimising water, fertilizer, Pest control, IoT-based, Fertiliser recommendation, Sensors, Soil conditions, Weather, Sequential Forward Floating Selection, accuracy, Yield, Food instability, Developing countries, High techDemands,Agricultural automation, pesticide scheduling.

"PESTICIDES AND FERTILSERSRECOMMENDATION FOR PRECISION AGRICULTURE", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.11, Issue 10, page no.269-277, October-2024, Available :http://www.jetir.org/papers/JETIRGN06031.pdf

"PESTICIDES AND FERTILSERSRECOMMENDATION FOR PRECISION AGRICULTURE", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.11, Issue 10, page no. pp269-277, October-2024, Available at : http://www.jetir.org/papers/JETIRGN06031.pdf