S. Gana Naga Bhavani

An Overview of the Application of Machine Learning and Deep Learning Techniques for Agricultural Crop Yield Prediction in Terms of Methods, Data Inputs and Prospects

V. Vakdevi, K. Satya Gayathri, V. Sowmya, V. Vamsi, Ch. Hari Gayathri, S. Gana Naga Bhavani, G. Sai Chandana Rani, Ch. Bhavya, Shaik Rangavali, S. Vyshnavi, D. Indu, M. Jahnavi, G. Bhanu Prakash & N. Sirisha · Asian Journal of Advanced Research and Reports · 2026

Correct and timely prediction of crop yields is fundamental to global food security, agricultural policy planning and the equitable management of natural resources in the phase of a rapidly changing climate. The mounting complexity of agro-environmental systems focused by soil va...