A Smart IOT -ML Framework for Adaptive Crop and Fertilizer Recommendation in Precision Agriculture
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Date
2026
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Abstract
Agriculture has always been one of the most significant contributors to the global
economy and human survival. It serves as the foundation for food security, economic
development and employment generation, particularly in developing countries like India.
However, in recent years, the agricultural sector has been facing several critical challenges
such as climate change, soil degradation, water scarcity, unpredictable rainfall and the
excessive use of fertilizers and pesticides. These challenges not only affect crop
productivity but also threaten environmental sustainability and farmer livelihoods.