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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Om Prakash Karada

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2 papers indexed here

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Open access Sep 2026

Machine Learning-Based Crop Yield Forecasting Using Environmental and Agricultural Parameters

Crop yield forecasting is an important component of precision agriculture, as reliable predictions can support agricultural planning, resource allocation, and food-security decisions. However, crop productivity is influenced by several interacting environmental and agricultural factors, making accurate prediction a cha...

Pavan Sahu, Om Prakash Karada · 0 citations
Review Open access Aug 2026

A Comprehensive Review of Machine Learning and Deep Learning Approaches for Crop Yield Prediction

Crop yield prediction is essential for improving agricultural productivity, resource management, and food security in the face of climate change and increasing population demands [1], [5]. Recent advances in Machine Learning (ML) and Deep Learning (DL) have significantly enhanced the accuracy of crop yield forecasting...

Pavan Sahu, Om Prakash Karada · 1 citation

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