An Effective Soil Analysis and Crop Yield Prediction Based on Optimised Light GBM in Smart Agriculture
Vivek Parganiha,
Monika Verma
Abstract:In the agricultural sector, crop yield prediction plays an important role as it helps farmers make decisions about the growing season and type of crops to get better yield. The main goal in the agricultural sector is to reduce operating costs and pollution by improving crop yields and quality. This paper proposes an effective method for soil analysis and crop yield prediction for intelligent agriculture. The collected data are preprocessed using missing value interpolation and data normalisation techniques. Fe… Show more
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